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pickle.load concurrency issue
[modules/yacs.git] / src / runtime / PythonNode.cxx
index db29917d389bc2d27d8e7c821f034992bd1de6c9..66c7aae24dfb4ceaad737d3e8a0aebc1756049fe 100644 (file)
@@ -1,4 +1,4 @@
-// Copyright (C) 2006-2014  CEA/DEN, EDF R&D
+// Copyright (C) 2006-2021  CEA/DEN, 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
@@ -21,7 +21,7 @@
 #include "PythonNode.hxx"
 #include "PythonPorts.hxx"
 #include "TypeCode.hxx"
-#include "AutoGIL.hxx"
+#include "PythonCppUtils.hxx"
 #include "Container.hxx"
 #include "SalomeContainer.hxx"
 #include "SalomeHPContainer.hxx"
@@ -30,6 +30,7 @@
 
 #include "PyStdout.hxx"
 #include <iostream>
+#include <memory>
 #include <sstream>
 #include <fstream>
 
@@ -48,11 +49,275 @@ typedef int Py_ssize_t;
 using namespace YACS::ENGINE;
 using namespace std;
 
+const char PythonEntry::SCRIPT_FOR_SIMPLE_SERIALIZATION[]="import pickle\n"
+    "def pickleForVarSimplePyth2009(val):\n"
+    "  return pickle.dumps(val,-1)\n"
+    "\n";
+
 const char PythonNode::IMPL_NAME[]="Python";
 const char PythonNode::KIND[]="Python";
 
-PythonNode::PythonNode(const PythonNode& other, ComposedNode *father):InlineNode(other,father)
+const char PythonNode::SCRIPT_FOR_SERIALIZATION[]="import pickle\n"
+    "def pickleForDistPyth2009(kws):\n"
+    "  return pickle.dumps(((),kws),-1)\n"
+    "\n"
+    "def unPickleForDistPyth2009(st):\n"
+    "  args=pickle.loads(st)\n"
+    "  return args\n";
+
+const char PythonNode::REMOTE_NAME[]="remote";
+
+const char PythonNode::DPL_INFO_NAME[]="my_dpl_localization";
+
+const char PyFuncNode::SCRIPT_FOR_SERIALIZATION[]="import pickle\n"
+    "def pickleForDistPyth2009(*args,**kws):\n"
+    "  return pickle.dumps((args,kws),-1)\n"
+    "\n"
+    "def unPickleForDistPyth2009(st):\n"
+    "  args=pickle.loads(st)\n"
+    "  return args\n";
+
+// pickle.load concurrency issue : see https://bugs.python.org/issue12680
+#if PY_VERSION_HEX < 0x03070000
+#include <mutex>
+static std::mutex data_mutex;
+#endif
+
+PythonEntry::PythonEntry():_context(0),_pyfuncSer(0),_pyfuncUnser(0),_pyfuncSimpleSer(0)
+{
+}
+
+PythonEntry::~PythonEntry()
+{
+  AutoGIL agil;
+  DEBTRACE( "_context refcnt: " << _context->ob_refcnt );
+  // not Py_XDECREF of _pyfuncUnser because it is returned by PyDict_GetItem -> borrowed
+  // not Py_XDECREF of _pyfuncSer because it is returned by PyDict_GetItem -> borrowed
+  Py_XDECREF(_context);
+}
+
+void PythonEntry::loadRemoteContainer(InlineNode *reqNode)
+{
+  DEBTRACE( "---------------PythonEntry::CommonRemoteLoad function---------------" );
+  Container *container(reqNode->getContainer());
+  bool isContAlreadyStarted(false);
+  if(container)
+    {
+      try
+      {
+        if(hasImposedResource())
+          container->start(reqNode, _imposedResource, _imposedContainer);
+        else
+        {
+          isContAlreadyStarted=container->isAlreadyStarted(reqNode);
+          if(!isContAlreadyStarted)
+            container->start(reqNode);
+        }
+      }
+      catch(Exception& e)
+      {
+          reqNode->setErrorDetails(e.what());
+          throw e;
+      }
+    }
+  else
+    {
+      std::string what("PythonEntry::CommonRemoteLoad : a load operation requested on \"");
+      what+=reqNode->getName(); what+="\" with no container specified.";
+      reqNode->setErrorDetails(what);
+      throw Exception(what);
+    }
+}
+
+Engines::Container_var GetContainerObj(InlineNode *reqNode, bool& isStandardCont)
+{
+  isStandardCont = false;
+  Container *container(reqNode->getContainer());
+  Engines::Container_var objContainer(Engines::Container::_nil());
+  if(!container)
+    throw YACS::Exception("No container specified !");
+  SalomeContainer *containerCast0(dynamic_cast<SalomeContainer *>(container));
+  SalomeHPContainer *containerCast1(dynamic_cast<SalomeHPContainer *>(container));
+  if(containerCast0)
+    {
+      isStandardCont = true;
+      objContainer=containerCast0->getContainerPtr(reqNode);
+    }
+  else if(containerCast1)
+    {
+      YACS::BASES::AutoCppPtr<SalomeContainerTmpForHP> tmpCont(SalomeContainerTmpForHP::BuildFrom(containerCast1,reqNode));
+      objContainer=tmpCont->getContainerPtr(reqNode);
+    }
+  else
+    throw YACS::Exception("Unrecognized type of container ! Salome one is expected for PythonNode/PyFuncNode !");
+  if(CORBA::is_nil(objContainer))
+    throw YACS::Exception("Container corba pointer is NULL for PythonNode !");
+  return objContainer;
+}
+
+Engines::Container_var PythonEntry::loadPythonAdapter(InlineNode *reqNode, bool& isInitializeRequested)
+{
+  bool isStandardCont(true);
+  Engines::Container_var objContainer(GetContainerObj(reqNode,isStandardCont));
+  isInitializeRequested=false;
+  try
+  {
+    Engines::PyNodeBase_var dftPyScript(retrieveDftRemotePyInterpretorIfAny(objContainer));
+    if(CORBA::is_nil(dftPyScript))
+    {
+      isInitializeRequested=!isStandardCont;
+      createRemoteAdaptedPyInterpretor(objContainer);
+    }
+    else
+      assignRemotePyInterpretor(dftPyScript);
+  }
+  catch( const SALOME::SALOME_Exception& ex )
+  {
+      std::string msg="Exception on remote python node creation ";
+      msg += '\n';
+      msg += ex.details.text.in();
+      reqNode->setErrorDetails(msg);
+      throw Exception(msg);
+  }
+  Engines::PyNodeBase_var pynode(getRemoteInterpreterHandle());
+  if(CORBA::is_nil(pynode))
+    throw Exception("In PythonNode the ref in NULL ! ");
+  return objContainer;
+}
+
+void PythonEntry::loadRemoteContext(InlineNode *reqNode, Engines::Container_ptr objContainer, bool isInitializeRequested)
 {
+  Container *container(reqNode->getContainer());
+  Engines::PyNodeBase_var pynode(getRemoteInterpreterHandle());
+  ///
+  {
+#if PY_VERSION_HEX < 0x03070000
+    std::unique_lock<std::mutex> lock(data_mutex);
+#endif
+    AutoGIL agil;
+    const char *picklizeScript(getSerializationScript());
+    PyObject *res=PyRun_String(picklizeScript,Py_file_input,_context,_context);
+    PyObject *res2(PyRun_String(SCRIPT_FOR_SIMPLE_SERIALIZATION,Py_file_input,_context,_context));
+    if(res == NULL || res2==NULL)
+      {
+        std::string errorDetails;
+        PyObject* new_stderr = newPyStdOut(errorDetails);
+        reqNode->setErrorDetails(errorDetails);
+        PySys_SetObject((char*)"stderr", new_stderr);
+        PyErr_Print();
+        PySys_SetObject((char*)"stderr", PySys_GetObject((char*)"__stderr__"));
+        Py_DECREF(new_stderr);
+        throw Exception("Error during load");
+      }
+    Py_DECREF(res); Py_DECREF(res2);
+    _pyfuncSer=PyDict_GetItemString(_context,"pickleForDistPyth2009");
+    _pyfuncUnser=PyDict_GetItemString(_context,"unPickleForDistPyth2009");
+    _pyfuncSimpleSer=PyDict_GetItemString(_context,"pickleForVarSimplePyth2009");
+    if(_pyfuncSer == NULL)
+      {
+        std::string errorDetails;
+        PyObject *new_stderr(newPyStdOut(errorDetails));
+        reqNode->setErrorDetails(errorDetails);
+        PySys_SetObject((char*)"stderr", new_stderr);
+        PyErr_Print();
+        PySys_SetObject((char*)"stderr", PySys_GetObject((char*)"__stderr__"));
+        Py_DECREF(new_stderr);
+        throw Exception("Error during load");
+      }
+    if(_pyfuncUnser == NULL)
+      {
+        std::string errorDetails;
+        PyObject *new_stderr(newPyStdOut(errorDetails));
+        reqNode->setErrorDetails(errorDetails);
+        PySys_SetObject((char*)"stderr", new_stderr);
+        PyErr_Print();
+        PySys_SetObject((char*)"stderr", PySys_GetObject((char*)"__stderr__"));
+        Py_DECREF(new_stderr);
+        throw Exception("Error during load");
+      }
+    if(_pyfuncSimpleSer == NULL)
+      {
+        std::string errorDetails;
+        PyObject *new_stderr(newPyStdOut(errorDetails));
+        reqNode->setErrorDetails(errorDetails);
+        PySys_SetObject((char*)"stderr", new_stderr);
+        PyErr_Print();
+        PySys_SetObject((char*)"stderr", PySys_GetObject((char*)"__stderr__"));
+        Py_DECREF(new_stderr);
+        throw Exception("Error during load");
+      }
+  }
+  if(isInitializeRequested)
+    {//This one is called only once at initialization in the container if an init-script is specified.
+      try
+      {
+          std::string zeInitScriptKey(container->getProperty(HomogeneousPoolContainer::INITIALIZE_SCRIPT_KEY));
+          if(!zeInitScriptKey.empty())
+            pynode->executeAnotherPieceOfCode(zeInitScriptKey.c_str());
+      }
+      catch( const SALOME::SALOME_Exception& ex )
+      {
+          std::string msg="Exception on PythonNode::loadRemote python invocation of initializisation py script !";
+          msg += '\n';
+          msg += ex.details.text.in();
+          reqNode->setErrorDetails(msg);
+          throw Exception(msg);
+      }
+      DEBTRACE( "---------------End PyNode::loadRemote function---------------" );
+    }
+}
+
+std::string PythonEntry::GetContainerLog(const std::string& mode, Container *container, const Task *askingTask)
+{
+  if(mode=="local")
+    return "";
+
+  std::string msg;
+  try
+  {
+      SalomeContainer *containerCast(dynamic_cast<SalomeContainer *>(container));
+      SalomeHPContainer *objContainer2(dynamic_cast<SalomeHPContainer *>(container));
+      if(containerCast)
+        {
+          Engines::Container_var objContainer(containerCast->getContainerPtr(askingTask));
+          CORBA::String_var logname = objContainer->logfilename();
+          DEBTRACE(logname);
+          msg=logname;
+          std::string::size_type pos = msg.find(":");
+          msg=msg.substr(pos+1);
+        }
+      else if(objContainer2)
+        {
+          msg="Remote PythonNode is on HP Container : no log because no info of the location by definition of HP Container !";
+        }
+      else
+        {
+          msg="Not implemented yet for container log for that type of container !";
+        }
+  }
+  catch(...)
+  {
+      msg = "Container no longer reachable";
+  }
+  return msg;
+}
+
+void PythonEntry::commonRemoteLoad(InlineNode *reqNode)
+{
+  loadRemoteContainer(reqNode);
+  bool isInitializeRequested;
+  Engines::Container_var objContainer(loadPythonAdapter(reqNode,isInitializeRequested));
+  loadRemoteContext(reqNode,objContainer,isInitializeRequested);
+}
+
+bool PythonEntry::hasImposedResource()const
+{
+  return !_imposedResource.empty() && !_imposedContainer.empty();
+}
+
+PythonNode::PythonNode(const PythonNode& other, ComposedNode *father):InlineNode(other,father),_autoSqueeze(other._autoSqueeze)
+{
+  _pynode = Engines::PyScriptNode::_nil();
   _implementation=IMPL_NAME;
   {
     AutoGIL agil;
@@ -69,6 +334,7 @@ PythonNode::PythonNode(const PythonNode& other, ComposedNode *father):InlineNode
 
 PythonNode::PythonNode(const std::string& name):InlineNode(name)
 {
+  _pynode = Engines::PyScriptNode::_nil();
   _implementation=IMPL_NAME;
   {
     AutoGIL agil;
@@ -85,12 +351,10 @@ PythonNode::PythonNode(const std::string& name):InlineNode(name)
 
 PythonNode::~PythonNode()
 {
-  AutoGIL agil;
-  DEBTRACE( "_context refcnt: " << _context->ob_refcnt );
-  Py_DECREF(_context);
+  freeKernelPynode();
 }
 
-void PythonNode::checkBasicConsistency() const throw(YACS::Exception)
+void PythonNode::checkBasicConsistency() const
 {
   DEBTRACE("checkBasicConsistency");
   InlineNode::checkBasicConsistency();
@@ -116,7 +380,7 @@ void PythonNode::checkBasicConsistency() const throw(YACS::Exception)
 void PythonNode::load()
 {
   DEBTRACE( "---------------PyNode::load function---------------" );
-  if(_mode=="remote")
+  if(_mode==PythonNode::REMOTE_NAME)
     loadRemote();
   else
     loadLocal();
@@ -130,149 +394,12 @@ void PythonNode::loadLocal()
 
 void PythonNode::loadRemote()
 {
-  DEBTRACE( "---------------PyNode::loadRemote function---------------" );
-  bool isContAlreadyStarted(false);
-  if(_container)
-    {
-      isContAlreadyStarted=_container->isAlreadyStarted(this);
-      if(!isContAlreadyStarted)
-        {
-          try
-            {
-              _container->start(this);
-            }
-          catch(Exception& e)
-            {
-              _errorDetails=e.what();
-              throw e;
-            }
-        }
-    }
-  else
-    {
-      std::string what("PyNode::loadRemote : a load operation requested on \"");
-      what+=_name; what+="\" with no container specified.";
-      _errorDetails=what;
-      throw Exception(what);
-    }
-
-
-  Engines::Container_var objContainer=Engines::Container::_nil();
-  if(!_container)
-    throw Exception("No container specified !");
-  SalomeContainer *containerCast0(dynamic_cast<SalomeContainer *>(_container));
-  SalomeHPContainer *containerCast1(dynamic_cast<SalomeHPContainer *>(_container));
-  if(containerCast0)
-    objContainer=containerCast0->getContainerPtr(this);
-  else if(containerCast1)
-    {
-      YACS::BASES::AutoCppPtr<SalomeContainerTmpForHP> tmpCont(SalomeContainerTmpForHP::BuildFrom(containerCast1,this));
-      objContainer=tmpCont->getContainerPtr(this);
-    }
-  else
-    throw Exception("Unrecognized type of container ! Salome one is expected for PythonNode !");
-  if(CORBA::is_nil(objContainer))
-    throw Exception("Container corba pointer is NULL for PythonNode !");
-  bool isInitializeRequested(false);
-  try
-    {
-      if(containerCast0)
-        {
-          _pynode = objContainer->createPyScriptNode(getName().c_str(),getScript().c_str());
-        }
-      else
-        {
-          Engines::PyScriptNode_var dftPyScript(objContainer->getDefaultPyScriptNode());
-          if(CORBA::is_nil(dftPyScript))
-            {
-              isInitializeRequested=true;
-              _pynode = objContainer->createPyScriptNode(getName().c_str(),getScript().c_str());
-            }
-          else
-            _pynode = dftPyScript;
-        }
-    }
-  catch( const SALOME::SALOME_Exception& ex )
-    {
-      std::string msg="Exception on remote python node creation ";
-      msg += '\n';
-      msg += ex.details.text.in();
-      _errorDetails=msg;
-      throw Exception(msg);
-    }
-
-  if(CORBA::is_nil(_pynode))
-    throw Exception("In PythonNode the ref in NULL ! ");
-
-  ///
-  {
-    AutoGIL agil;
-    const char picklizeScript[]="import cPickle\n"
-        "def pickleForDistPyth2009(kws):\n"
-        "  return cPickle.dumps(((),kws),-1)\n"
-        "\n"
-        "def unPickleForDistPyth2009(st):\n"
-        "  args=cPickle.loads(st)\n"
-        "  return args\n";
-    PyObject *res=PyRun_String(picklizeScript,Py_file_input,_context,_context);
-    if(res == NULL)
-      {
-        _errorDetails="";
-        PyObject* new_stderr = newPyStdOut(_errorDetails);
-        PySys_SetObject((char*)"stderr", new_stderr);
-        PyErr_Print();
-        PySys_SetObject((char*)"stderr", PySys_GetObject((char*)"__stderr__"));
-        Py_DECREF(new_stderr);
-        throw Exception("Error during load");
-      }
-    Py_DECREF(res);
-
-    _pyfuncSer=PyDict_GetItemString(_context,"pickleForDistPyth2009");
-    _pyfuncUnser=PyDict_GetItemString(_context,"unPickleForDistPyth2009");
-    if(_pyfuncSer == NULL)
-      {
-        _errorDetails="";
-        PyObject* new_stderr = newPyStdOut(_errorDetails);
-        PySys_SetObject((char*)"stderr", new_stderr);
-        PyErr_Print();
-        PySys_SetObject((char*)"stderr", PySys_GetObject((char*)"__stderr__"));
-        Py_DECREF(new_stderr);
-        throw Exception("Error during load");
-      }
-    if(_pyfuncUnser == NULL)
-      {
-        _errorDetails="";
-        PyObject* new_stderr = newPyStdOut(_errorDetails);
-        PySys_SetObject((char*)"stderr", new_stderr);
-        PyErr_Print();
-        PySys_SetObject((char*)"stderr", PySys_GetObject((char*)"__stderr__"));
-        Py_DECREF(new_stderr);
-        throw Exception("Error during load");
-      }
-    if(isInitializeRequested)
-      {//This one is called only once at initialization in the container if an init-script is specified.
-        try
-        {
-            std::string zeInitScriptKey(_container->getProperty(HomogeneousPoolContainer::INITIALIZE_SCRIPT_KEY));
-            if(!zeInitScriptKey.empty())
-              _pynode->executeAnotherPieceOfCode(zeInitScriptKey.c_str());
-        }
-        catch( const SALOME::SALOME_Exception& ex )
-        {
-            std::string msg="Exception on PythonNode::loadRemote python invocation of initializisation py script !";
-            msg += '\n';
-            msg += ex.details.text.in();
-            _errorDetails=msg;
-            throw Exception(msg);
-        }
-      }
-    DEBTRACE( "---------------End PyNode::loadRemote function---------------" );
-  }
+  commonRemoteLoad(this);
 }
 
 void PythonNode::execute()
 {
-  if(_mode=="remote")
+  if(_mode==PythonNode::REMOTE_NAME)
     executeRemote();
   else
     executeLocal();
@@ -282,9 +409,21 @@ void PythonNode::executeRemote()
 {
   DEBTRACE( "++++++++++++++ PyNode::executeRemote: " << getName() << " ++++++++++++++++++++" );
   if(!_pyfuncSer)
-    throw Exception("DistributedPythonNode badly loaded");
-  Engines::pickledArgs_var serializationInputCorba(new Engines::pickledArgs);
+    throw Exception("PythonNode badly loaded");
+  //
+  if(dynamic_cast<HomogeneousPoolContainer *>(getContainer()))
+    {
+      bool dummy;
+      loadPythonAdapter(this,dummy);
+      _pynode->assignNewCompiledCode(getScript().c_str());
+    }
+  //
+  std::unique_ptr<Engines::pickledArgs> serializationInputCorba(new Engines::pickledArgs);
+  AutoPyRef serializationInput;
   {
+#if PY_VERSION_HEX < 0x03070000
+      std::unique_lock<std::mutex> lock(data_mutex);
+#endif
       AutoGIL agil;
       PyObject *args(0),*ob(0);
       //===========================================================================
@@ -304,17 +443,15 @@ void PythonNode::executeRemote()
       PyObject_Print(args,stderr,Py_PRINT_RAW);
       std::cerr << endl;
 #endif
-      PyObject *serializationInput(PyObject_CallFunctionObjArgs(_pyfuncSer,args,NULL));
+      serializationInput.set(PyObject_CallFunctionObjArgs(_pyfuncSer,args,nullptr));
       Py_DECREF(args);
       //The pickled string may contain NULL characters so use PyString_AsStringAndSize
       char *serializationInputC(0);
       Py_ssize_t len;
-      if (PyString_AsStringAndSize(serializationInput, &serializationInputC, &len))
+      if (PyBytes_AsStringAndSize(serializationInput, &serializationInputC, &len))
         throw Exception("DistributedPythonNode problem in python pickle");
-      serializationInputCorba->length(len);
-      for(int i=0; i < len ; i++)
-        serializationInputCorba[i]=serializationInputC[i];
-      Py_DECREF(serializationInput);
+      // no copy here. The C byte array of Python is taken  as this into CORBA sequence to avoid copy
+      serializationInputCorba.reset(new Engines::pickledArgs(len,len,reinterpret_cast<CORBA::Octet *>(serializationInputC),0));
   }
 
   //get the list of output argument names
@@ -335,37 +472,57 @@ void PythonNode::executeRemote()
   // Execute in remote Python node
   //===========================================================================
   DEBTRACE( "-----------------starting remote python invocation-----------------" );
-  Engines::pickledArgs_var resultCorba;
+  std::unique_ptr<Engines::pickledArgs> resultCorba;
   try
     {
       //pass outargsname and dict serialized
-      resultCorba=_pynode->execute(myseq,serializationInputCorba);
+      _pynode->executeFirst(*(serializationInputCorba.get()));
+      //serializationInput and serializationInputCorba are no more needed for server. Release it.
+      serializationInputCorba.reset(nullptr); serializationInput.set(nullptr);
+      resultCorba.reset(_pynode->executeSecond(myseq));
     }
   catch( const SALOME::SALOME_Exception& ex )
     {
-      std::string msg="Exception on remote python invocation";
-      msg += '\n';
-      msg += ex.details.text.in();
-      _errorDetails=msg;
-      throw Exception(msg);
+      std::ostringstream msg; msg << "Exception on remote python invocation" << std::endl << ex.details.text.in() << std::endl;
+      msg << "PyScriptNode CORBA ref : ";
+      {
+        CORBA::ORB_ptr orb(getSALOMERuntime()->getOrb());
+        if(!CORBA::is_nil(orb))
+        {
+          CORBA::String_var IOR(orb->object_to_string(_pynode));
+          msg << IOR;
+        }
+      }
+      msg << std::endl;
+      _errorDetails=msg.str();
+      throw Exception(msg.str());
     }
+//   if(!CORBA::is_nil(_pynode))
+//     {
+//       _pynode->UnRegister();
+//     }
+//   _pynode = Engines::PyScriptNode::_nil();
+//   //
+//   bool dummy;
+//   Engines::Container_var cont(GetContainerObj(this,dummy));
+//   cont->removePyScriptNode(getName().c_str());
   DEBTRACE( "-----------------end of remote python invocation-----------------" );
   //===========================================================================
   // Get results, unpickle and put them in output ports
   //===========================================================================
-  char *resultCorbaC=new char[resultCorba->length()+1];
-  resultCorbaC[resultCorba->length()]='\0';
-  for(int i=0;i<resultCorba->length();i++)
-    resultCorbaC[i]=resultCorba[i];
-
+  auto length(resultCorba->length());
+  char *resultCorbaC(reinterpret_cast<char *>(resultCorba->get_buffer()));
   {
+#if PY_VERSION_HEX < 0x03070000
+      std::unique_lock<std::mutex> lock(data_mutex);
+#endif
       AutoGIL agil;
       PyObject *args(0),*ob(0);
-      PyObject* resultPython=PyString_FromStringAndSize(resultCorbaC,resultCorba->length());
-      delete [] resultCorbaC;
+      PyObject* resultPython=PyMemoryView_FromMemory(resultCorbaC,length,PyBUF_READ);
       args = PyTuple_New(1);
       PyTuple_SetItem(args,0,resultPython);
       PyObject *finalResult=PyObject_CallObject(_pyfuncUnser,args);
+      resultCorba.reset(nullptr);
       Py_DECREF(args);
 
       if (finalResult == NULL)
@@ -417,6 +574,16 @@ void PythonNode::executeRemote()
           _errorDetails=ex.what();
           throw;
       }
+      if(_autoSqueeze)
+        squeezeMemoryRemote();
+  }
+  //
+  if(!isUsingPythonCache())
+  {
+    freeKernelPynode();
+    bool dummy;
+    Engines::Container_var cont(GetContainerObj(this,dummy));
+    cont->removePyScriptNode(getName().c_str());
   }
   DEBTRACE( "++++++++++++++ ENDOF PyNode::executeRemote: " << getName() << " ++++++++++++++++++++" );
 }
@@ -458,7 +625,7 @@ void PythonNode::executeLocal()
     PyObject* code=Py_CompileString(_script.c_str(), stream.str().c_str(), Py_file_input);
     if(code == NULL)
       {
-        _errorDetails="";
+        _errorDetails=""; 
         PyObject* new_stderr = newPyStdOut(_errorDetails);
         PySys_SetObject((char*)"stderr", new_stderr);
         PyErr_Print();
@@ -466,7 +633,7 @@ void PythonNode::executeLocal()
         Py_DECREF(new_stderr);
         throw Exception("Error during execution");
       }
-    PyObject *res = PyEval_EvalCode((PyCodeObject *)code, _context, _context);
+    PyObject *res = PyEval_EvalCode(  code, _context, _context);
 
     Py_DECREF(code);
     Py_XDECREF(res);
@@ -520,31 +687,57 @@ void PythonNode::executeLocal()
         _errorDetails=ex.what();
         throw;
     }
-
+    if(_autoSqueeze)
+      squeezeMemory();
     DEBTRACE( "-----------------End PyNode::outputs-----------------" );
   }
   DEBTRACE( "++++++++++++++ End PyNode::execute: " << getName() << " ++++++++++++++++++++" );
 }
 
-std::string PythonNode::getContainerLog()
+void PythonNode::squeezeMemorySafe()
+{
+  AutoGIL agil;
+  if(_mode==PythonNode::REMOTE_NAME)
+    this->squeezeMemoryRemote();
+  else
+    this->squeezeMemory();
+}
+  
+void PythonNode::squeezeMemory()
 {
-  if(_mode=="local")return "";
+  for(auto p : _setOfInputPort)
+    {
+      PyDict_DelItemString(_context,p->getName().c_str());
+      InputPyPort *p2(static_cast<InputPyPort *>(p));
+      if(p2->canSafelySqueezeMemory())
+        p2->put(Py_None);
+    }
+  for(auto p : _setOfOutputPort)
+    {
+      PyDict_DelItemString(_context,p->getName().c_str());
+      OutputPyPort *p2(static_cast<OutputPyPort *>(p));
+      p2->putWithoutForward(Py_None);
+    }
+}
 
-  std::string msg;
-  try
+void PythonNode::squeezeMemoryRemote()
+{
+  for(auto p : _setOfInputPort)
     {
-      Engines::Container_var objContainer=((SalomeContainer*)_container)->getContainerPtr(this);
-      CORBA::String_var logname = objContainer->logfilename();
-      DEBTRACE(logname);
-      msg=logname;
-      std::string::size_type pos = msg.find(":");
-      msg=msg.substr(pos+1);
+      InputPyPort *p2(static_cast<InputPyPort *>(p));
+      if(p2->canSafelySqueezeMemory())
+        p2->put(Py_None);
     }
-  catch(...)
+  for(auto p : _setOfOutputPort)
     {
-      msg = "Container no longer reachable";
+      OutputPyPort *p2(static_cast<OutputPyPort *>(p));
+      p2->putWithoutForward(Py_None);
     }
-  return msg;
+}
+
+std::string PythonNode::getContainerLog()
+{
+  return PythonEntry::GetContainerLog(_mode,_container,this);
 }
 
 void PythonNode::shutdown(int level)
@@ -553,17 +746,106 @@ void PythonNode::shutdown(int level)
   if(_mode=="local")return;
   if(_container)
     {
-      if(!CORBA::is_nil(_pynode)) _pynode->UnRegister();
-      _pynode=Engines::PyScriptNode::_nil();
+      freeKernelPynode();
       _container->shutdown(level);
     }
 }
 
+void PythonNode::imposeResource(const std::string& resource_name,
+                                const std::string& container_name)
+{
+  if(!resource_name.empty() && !container_name.empty())
+  {
+    _imposedResource = resource_name;
+    _imposedContainer = container_name;
+  }
+}
+
+bool PythonNode::canAcceptImposedResource()
+{
+  return _container != nullptr && _container->canAcceptImposedResource();
+}
+
+bool PythonNode::hasImposedResource()const
+{
+  return PythonEntry::hasImposedResource();
+}
+
+std::string PythonNode::pythonEntryName()const
+{
+  if(isUsingPythonCache())
+    return "DEFAULT_NAME_FOR_UNIQUE_PYTHON_NODE_ENTRY";
+  else
+    return getName();
+}
+
+bool PythonNode::isUsingPythonCache()const
+{
+  bool found = false;
+  if(_container)
+    found = _container->isUsingPythonCache();
+  return found;
+}
+
+void PythonNode::freeKernelPynode()
+{
+  if(!CORBA::is_nil(_pynode))
+  {
+    try
+    {
+      _pynode->UnRegister();
+    }
+    catch(...)
+    {
+      DEBTRACE("Trouble when pynode->UnRegister!")
+    }
+    _pynode = Engines::PyScriptNode::_nil();
+  }
+}
+
 Node *PythonNode::simpleClone(ComposedNode *father, bool editionOnly) const
 {
   return new PythonNode(*this,father);
 }
 
+void PythonNode::createRemoteAdaptedPyInterpretor(Engines::Container_ptr objContainer)
+{
+  freeKernelPynode();
+  _pynode=objContainer->createPyScriptNode(pythonEntryName().c_str(),getScript().c_str());
+  _pynode->Register();
+}
+
+Engines::PyNodeBase_var PythonNode::retrieveDftRemotePyInterpretorIfAny(Engines::Container_ptr objContainer) const
+{
+  Engines::PyScriptNode_var ret(objContainer->getDefaultPyScriptNode(pythonEntryName().c_str()));
+  if(!CORBA::is_nil(ret))
+    {
+      ret->Register();
+    }
+  return Engines::PyNodeBase::_narrow(ret);
+}
+
+void PythonNode::assignRemotePyInterpretor(Engines::PyNodeBase_var remoteInterp)
+{
+  if(CORBA::is_nil(_pynode))
+    _pynode=Engines::PyScriptNode::_narrow(remoteInterp);
+  else
+  {
+    Engines::PyScriptNode_var tmpp(Engines::PyScriptNode::_narrow(remoteInterp));
+    if(!_pynode->_is_equivalent(tmpp))
+    {
+      freeKernelPynode();
+      _pynode=Engines::PyScriptNode::_narrow(remoteInterp);
+    }
+  }
+  _pynode->assignNewCompiledCode(getScript().c_str());
+}
+
+Engines::PyNodeBase_var PythonNode::getRemoteInterpreterHandle()
+{
+  return Engines::PyNodeBase::_narrow(_pynode);
+}
+
 //! Create a new node of same type with a given name
 PythonNode* PythonNode::cloneNode(const std::string& name)
 {
@@ -588,6 +870,52 @@ PythonNode* PythonNode::cloneNode(const std::string& name)
   return n;
 }
 
+void PythonNode::applyDPLScope(ComposedNode *gfn)
+{
+  std::vector< std::pair<std::string,int> > ret(getDPLScopeInfo(gfn));
+  if(ret.empty())
+    return ;
+  //
+  PyObject *ob(0);
+  {
+    AutoGIL agil;
+    std::size_t sz(ret.size());
+    ob=PyList_New(sz);
+    for(std::size_t i=0;i<sz;i++)
+      {
+        const std::pair<std::string,int>& p(ret[i]);
+        PyObject *elt(PyTuple_New(2));
+        PyTuple_SetItem(elt,0,PyUnicode_FromString(p.first.c_str()));
+        PyTuple_SetItem(elt,1,PyLong_FromLong(p.second));
+        PyList_SetItem(ob,i,elt);
+      }
+  }
+  if(_mode==REMOTE_NAME)
+    {
+      Engines::pickledArgs_var serializationInputCorba(new Engines::pickledArgs);
+      {
+        AutoGIL agil;
+        PyObject *serializationInput(PyObject_CallFunctionObjArgs(_pyfuncSimpleSer,ob,NULL));
+        Py_XDECREF(ob);
+        char *serializationInputC(0);
+        Py_ssize_t len;
+        if (PyBytes_AsStringAndSize(serializationInput, &serializationInputC, &len))
+          throw Exception("DistributedPythonNode problem in python pickle");
+        serializationInputCorba->length(len);
+        for(int i=0; i < len ; i++)
+          serializationInputCorba[i]=serializationInputC[i];
+        Py_XDECREF(serializationInput);
+      }
+      _pynode->defineNewCustomVar(DPL_INFO_NAME,serializationInputCorba);
+    }
+  else
+    {
+      AutoGIL agil;
+      PyDict_SetItemString(_context,DPL_INFO_NAME,ob);
+      Py_XDECREF(ob);
+    }
+}
+
 PyFuncNode::PyFuncNode(const PyFuncNode& other, ComposedNode *father):InlineFuncNode(other,father),_pyfunc(0)
 {
   _implementation = PythonNode::IMPL_NAME;
@@ -626,20 +954,27 @@ PyFuncNode::PyFuncNode(const std::string& name): InlineFuncNode(name),_pyfunc(0)
 
 PyFuncNode::~PyFuncNode()
 {
-  DEBTRACE( getName() );
-  {
-    AutoGIL agil;
-    DEBTRACE( "_context refcnt: " << _context->ob_refcnt );
-    if(_pyfunc)DEBTRACE( "_pyfunc refcnt: " << _pyfunc->ob_refcnt );
-    Py_DECREF(_context);
-  }
   if(!CORBA::is_nil(_pynode))
     {
       _pynode->UnRegister();
     }
 }
 
-void PyFuncNode::checkBasicConsistency() const throw(YACS::Exception)
+void PyFuncNode::init(bool start)
+{
+  initCommonPartWithoutStateManagement(start);
+  if(_state == YACS::DISABLED)
+    {
+      exDisabledState(); // to refresh propagation of DISABLED state
+      return ;
+    }
+  if(start) //complete initialization
+    setState(YACS::READY);
+  else if(_state > YACS::LOADED)// WARNING FuncNode has internal vars (CEA usecase) ! Partial initialization (inside a loop). Exclusivity of funcNode.
+    setState(YACS::TORECONNECT);
+}
+
+void PyFuncNode::checkBasicConsistency() const
 {
   DEBTRACE("checkBasicConsistency");
   InlineFuncNode::checkBasicConsistency();
@@ -665,7 +1000,7 @@ void PyFuncNode::checkBasicConsistency() const throw(YACS::Exception)
 void PyFuncNode::load()
 {
   DEBTRACE( "---------------PyfuncNode::load function---------------" );
-  if(_mode=="remote")
+  if(_mode==PythonNode::REMOTE_NAME)
     loadRemote();
   else
     loadLocal();
@@ -673,142 +1008,7 @@ void PyFuncNode::load()
 
 void PyFuncNode::loadRemote()
 {
-  DEBTRACE( "---------------PyfuncNode::loadRemote function---------------" );
-  bool isContAlreadyStarted(false);
-  if(_container)
-    {
-      isContAlreadyStarted=_container->isAlreadyStarted(this);
-      if(!isContAlreadyStarted)
-        {
-          try
-            {
-              _container->start(this);
-            }
-          catch(Exception& e)
-            {
-              _errorDetails=e.what();
-              throw e;
-            }
-        }
-    }
-  else
-    {
-      std::string what("PyFuncNode::loadRemote : a load operation requested on \"");
-      what+=_name; what+="\" with no container specified.";
-      _errorDetails=what;
-      throw Exception(what);
-    }
-
-  Engines::Container_var objContainer=Engines::Container::_nil();
-  if(!_container)
-    throw Exception("No container specified !");
-  SalomeContainer *containerCast0(dynamic_cast<SalomeContainer *>(_container));
-  SalomeHPContainer *containerCast1(dynamic_cast<SalomeHPContainer *>(_container));
-  if(containerCast0)
-    objContainer=containerCast0->getContainerPtr(this);
-  else if(containerCast1)
-    {
-      YACS::BASES::AutoCppPtr<SalomeContainerTmpForHP> tmpCont(SalomeContainerTmpForHP::BuildFrom(containerCast1,this));
-      objContainer=tmpCont->getContainerPtr(this);
-    }
-  else
-    throw Exception("Unrecognized type of container ! Salome one is expected ! In PythonNode !");
-  if(CORBA::is_nil(objContainer))
-    throw Exception("Container corba pointer is NULL ! In PythonNode !");
-  bool isInitializeRequested(false);
-  try
-    {
-      if(containerCast0)
-        {
-          _pynode = objContainer->createPyNode(getName().c_str(),getScript().c_str());
-        }
-      else
-        {
-          Engines::PyNode_var dftPyScript(objContainer->getDefaultPyNode());
-          if(CORBA::is_nil(dftPyScript))
-            {
-              isInitializeRequested=true;
-              _pynode = objContainer->createPyNode(getName().c_str(),getScript().c_str());
-            }
-          else
-            _pynode = dftPyScript;
-        }
-    }
-  catch( const SALOME::SALOME_Exception& ex )
-    {
-      std::string msg="Exception on remote python node creation ";
-      msg += '\n';
-      msg += ex.details.text.in();
-      _errorDetails=msg;
-      throw Exception(msg);
-    }
-
-  if(CORBA::is_nil(_pynode))
-    throw Exception("In PyFuncNode the ref in NULL ! ");
-
-  {
-    AutoGIL agil;
-    const char picklizeScript[]="import cPickle\n"
-        "def pickleForDistPyth2009(*args,**kws):\n"
-        "  return cPickle.dumps((args,kws),-1)\n"
-        "\n"
-        "def unPickleForDistPyth2009(st):\n"
-        "  args=cPickle.loads(st)\n"
-        "  return args\n";
-    PyObject *res=PyRun_String(picklizeScript,Py_file_input,_context,_context);
-    if(res == NULL)
-      {
-        _errorDetails="";
-        PyObject* new_stderr = newPyStdOut(_errorDetails);
-        PySys_SetObject((char*)"stderr", new_stderr);
-        PyErr_Print();
-        PySys_SetObject((char*)"stderr", PySys_GetObject((char*)"__stderr__"));
-        Py_DECREF(new_stderr);
-        throw Exception("Error during load");
-      }
-    Py_DECREF(res);
-
-    _pyfuncSer=PyDict_GetItemString(_context,"pickleForDistPyth2009");
-    _pyfuncUnser=PyDict_GetItemString(_context,"unPickleForDistPyth2009");
-    if(_pyfuncSer == NULL)
-      {
-        _errorDetails="";
-        PyObject* new_stderr = newPyStdOut(_errorDetails);
-        PySys_SetObject((char*)"stderr", new_stderr);
-        PyErr_Print();
-        PySys_SetObject((char*)"stderr", PySys_GetObject((char*)"__stderr__"));
-        Py_DECREF(new_stderr);
-        throw Exception("Error during load");
-      }
-    if(_pyfuncUnser == NULL)
-      {
-        _errorDetails="";
-        PyObject* new_stderr = newPyStdOut(_errorDetails);
-        PySys_SetObject((char*)"stderr", new_stderr);
-        PyErr_Print();
-        PySys_SetObject((char*)"stderr", PySys_GetObject((char*)"__stderr__"));
-        Py_DECREF(new_stderr);
-        throw Exception("Error during load");
-      }
-    if(isInitializeRequested)
-      {//This one is called only once at initialization in the container if an init-script is specified.
-        try
-          {
-            std::string zeInitScriptKey(_container->getProperty(HomogeneousPoolContainer::INITIALIZE_SCRIPT_KEY));
-            if(!zeInitScriptKey.empty())
-              _pynode->executeAnotherPieceOfCode(zeInitScriptKey.c_str());
-          }
-        catch( const SALOME::SALOME_Exception& ex )
-          {
-            std::string msg="Exception on PythonNode::loadRemote python invocation of initializisation py script !";
-            msg += '\n';
-            msg += ex.details.text.in();
-            _errorDetails=msg;
-            throw Exception(msg);
-          }
-      }
-    DEBTRACE( "---------------End PyfuncNode::loadRemote function---------------" );
-  }
+  commonRemoteLoad(this);
 }
 
 void PyFuncNode::loadLocal()
@@ -845,7 +1045,7 @@ void PyFuncNode::loadLocal()
         Py_DECREF(new_stderr);
         throw Exception("Error during execution");
       }
-    PyObject *res = PyEval_EvalCode((PyCodeObject *)code, _context, _context);
+    PyObject *res = PyEval_EvalCode( code, _context, _context);
     Py_DECREF(code);
     Py_XDECREF(res);
 
@@ -885,7 +1085,7 @@ void PyFuncNode::loadLocal()
 
 void PyFuncNode::execute()
 {
-  if(_mode=="remote")
+  if(_mode==PythonNode::REMOTE_NAME)
     executeRemote();
   else
     executeLocal();
@@ -896,8 +1096,19 @@ void PyFuncNode::executeRemote()
   DEBTRACE( "++++++++++++++ PyFuncNode::executeRemote: " << getName() << " ++++++++++++++++++++" );
   if(!_pyfuncSer)
     throw Exception("DistributedPythonNode badly loaded");
+  //
+  if(dynamic_cast<HomogeneousPoolContainer *>(getContainer()))
+    {
+      bool dummy;
+      loadPythonAdapter(this,dummy);
+      _pynode->executeAnotherPieceOfCode(getScript().c_str());
+    }
+  //
   Engines::pickledArgs_var serializationInputCorba(new Engines::pickledArgs);;
   {
+#if PY_VERSION_HEX < 0x03070000
+      std::unique_lock<std::mutex> lock(data_mutex);
+#endif
       AutoGIL agil;
       PyObject *ob(0);
       //===========================================================================
@@ -921,7 +1132,7 @@ void PyFuncNode::executeRemote()
       //The pickled string may contain NULL characters so use PyString_AsStringAndSize
       char *serializationInputC(0);
       Py_ssize_t len;
-      if (PyString_AsStringAndSize(serializationInput, &serializationInputC, &len))
+      if (PyBytes_AsStringAndSize(serializationInput, &serializationInputC, &len))
         throw Exception("DistributedPythonNode problem in python pickle");
 
       serializationInputCorba->length(len);
@@ -957,9 +1168,12 @@ void PyFuncNode::executeRemote()
     resultCorbaC[i]=resultCorba[i];
 
   {
+#if PY_VERSION_HEX < 0x03070000
+      std::unique_lock<std::mutex> lock(data_mutex);
+#endif
       AutoGIL agil;
 
-      PyObject *resultPython(PyString_FromStringAndSize(resultCorbaC,resultCorba->length()));
+      PyObject *resultPython(PyBytes_FromStringAndSize(resultCorbaC,resultCorba->length()));
       delete [] resultCorbaC;
       PyObject *args(PyTuple_New(1)),*ob(0);
       PyTuple_SetItem(args,0,resultPython);
@@ -1131,6 +1345,41 @@ Node *PyFuncNode::simpleClone(ComposedNode *father, bool editionOnly) const
   return new PyFuncNode(*this,father);
 }
 
+void PyFuncNode::createRemoteAdaptedPyInterpretor(Engines::Container_ptr objContainer)
+{
+  if(!CORBA::is_nil(_pynode))
+    _pynode->UnRegister();
+  _pynode=objContainer->createPyNode(getName().c_str(),getScript().c_str());
+}
+
+Engines::PyNodeBase_var PyFuncNode::retrieveDftRemotePyInterpretorIfAny(Engines::Container_ptr objContainer) const
+{
+  Engines::PyNode_var ret(objContainer->getDefaultPyNode(getName().c_str()));
+  if(!CORBA::is_nil(ret))
+    {
+      ret->Register();
+    }
+  return Engines::PyNodeBase::_narrow(ret);
+}
+
+void PyFuncNode::assignRemotePyInterpretor(Engines::PyNodeBase_var remoteInterp)
+{
+  if(!CORBA::is_nil(_pynode))
+    {
+      Engines::PyNode_var tmpp(Engines::PyNode::_narrow(remoteInterp));
+      if(_pynode->_is_equivalent(tmpp))
+        return ;
+    }
+  if(!CORBA::is_nil(_pynode))
+    _pynode->UnRegister();
+  _pynode=Engines::PyNode::_narrow(remoteInterp);
+}
+
+Engines::PyNodeBase_var PyFuncNode::getRemoteInterpreterHandle()
+{
+  return Engines::PyNodeBase::_narrow(_pynode);
+}
+
 //! Create a new node of same type with a given name
 PyFuncNode* PyFuncNode::cloneNode(const std::string& name)
 {
@@ -1154,23 +1403,7 @@ PyFuncNode* PyFuncNode::cloneNode(const std::string& name)
 
 std::string PyFuncNode::getContainerLog()
 {
-  if(_mode=="local")return "";
-
-  std::string msg;
-  try
-    {
-      Engines::Container_var objContainer=((SalomeContainer*)_container)->getContainerPtr(this);
-      CORBA::String_var logname = objContainer->logfilename();
-      DEBTRACE(logname);
-      msg=logname;
-      std::string::size_type pos = msg.find(":");
-      msg=msg.substr(pos+1);
-    }
-  catch(...)
-    {
-      msg = "Container no longer reachable";
-    }
-  return msg;
+  return PythonEntry::GetContainerLog(_mode,_container,this);
 }
 
 void PyFuncNode::shutdown(int level)
@@ -1185,3 +1418,23 @@ void PyFuncNode::shutdown(int level)
     }
 }
 
+void PyFuncNode::imposeResource(const std::string& resource_name,
+                                const std::string& container_name)
+{
+  if(!resource_name.empty() && !container_name.empty())
+  {
+    _imposedResource = resource_name;
+    _imposedContainer = container_name;
+  }
+}
+
+bool PyFuncNode::canAcceptImposedResource()
+{
+  return _container != nullptr && _container->canAcceptImposedResource();
+}
+
+bool PyFuncNode::hasImposedResource()const
+{
+  return PythonEntry::hasImposedResource();
+}
+