From 5688018f72562dd75e4d5c1d5050611e11ec3baf Mon Sep 17 00:00:00 2001 From: =?utf8?q?Andr=C3=A9=20Ribes?= Date: Thu, 17 Nov 2011 09:35:01 +0100 Subject: [PATCH] Adding new example for the use of user init data node --- configure.ac | 1 + examples/daSalome/Makefile.am | 10 ++- ..._bis_ADAO_JDC_using_user_data_init.comm.in | 24 +++++ .../test003_bis_ADAO_scripts_for_JDC.py | 42 +++++++++ .../test003_bis_ADAO_user_data_init.py | 52 +++++++++++ src/daEficas/generator_adao.py | 90 +++++++++---------- src/daSalome/daYacsSchemaCreator/methods.py | 28 +++++- 7 files changed, 199 insertions(+), 48 deletions(-) create mode 100644 examples/daSalome/test003_bis_ADAO_JDC_using_user_data_init.comm.in create mode 100644 examples/daSalome/test003_bis_ADAO_scripts_for_JDC.py create mode 100644 examples/daSalome/test003_bis_ADAO_user_data_init.py diff --git a/configure.ac b/configure.ac index 4b32280..fcd747a 100644 --- a/configure.ac +++ b/configure.ac @@ -127,6 +127,7 @@ AC_CONFIG_FILES([ examples/daSalome/test003_ADAO_JDC_using_scripts.comm examples/daSalome/test004_ADAO_JDC_using_scripts.comm examples/daSalome/test005_ADAO_Operators.comm + examples/daSalome/test003_bis_ADAO_JDC_using_user_data_init.comm examples/daSkeletons/Makefile examples/daSkeletons/External_data_definition_by_scripts/Makefile examples/daSkeletons/External_data_definition_by_scripts/ADAO_Case.comm diff --git a/examples/daSalome/Makefile.am b/examples/daSalome/Makefile.am index 9e268c2..981ac53 100644 --- a/examples/daSalome/Makefile.am +++ b/examples/daSalome/Makefile.am @@ -28,7 +28,10 @@ DATA_INST = \ test004_ADAO_JDC_using_scripts.comm \ test004_ADAO_scripts_for_JDC.py \ test005_ADAO_Operators.comm \ - test005_ADAO_scripts_for_JDC.py + test005_ADAO_scripts_for_JDC.py \ + test003_bis_ADAO_JDC_using_user_data_init.comm \ + test003_bis_ADAO_user_data_init.py \ + test003_bis_ADAO_scripts_for_JDC.py examplesdasalome_DATA = ${DATA_INST} @@ -40,4 +43,7 @@ EXTRA_DIST = \ test004_ADAO_JDC_using_scripts.comm.in \ test004_ADAO_scripts_for_JDC.py \ test005_ADAO_Operators.comm.in \ - test005_ADAO_scripts_for_JDC.py + test005_ADAO_scripts_for_JDC.py \ + test003_bis_ADAO_JDC_using_user_data_init.comm.in \ + test003_bis_ADAO_user_data_init.py \ + test003_bis_ADAO_scripts_for_JDC.py diff --git a/examples/daSalome/test003_bis_ADAO_JDC_using_user_data_init.comm.in b/examples/daSalome/test003_bis_ADAO_JDC_using_user_data_init.comm.in new file mode 100644 index 0000000..1e14f8a --- /dev/null +++ b/examples/daSalome/test003_bis_ADAO_JDC_using_user_data_init.comm.in @@ -0,0 +1,24 @@ + +ASSIMILATION_STUDY(Study_name='Test', + Study_repertory='@prefix@/share/salome/adao_examples/daSalome', + Debug=0, + Algorithm='3DVAR', + Background=_F(INPUT_TYPE='Vector', + data=_F(FROM='Script', + SCRIPT_FILE='test003_bis_ADAO_scripts_for_JDC.py',),), + BackgroundError=_F(INPUT_TYPE='Matrix', + data=_F(FROM='Script', + SCRIPT_FILE='test003_bis_ADAO_scripts_for_JDC.py',),), + Observation=_F(INPUT_TYPE='Vector', + data=_F(FROM='Script', + SCRIPT_FILE='test003_bis_ADAO_scripts_for_JDC.py',),), + ObservationError=_F(INPUT_TYPE='Matrix', + data=_F(FROM='Script', + SCRIPT_FILE='test003_bis_ADAO_scripts_for_JDC.py',),), + ObservationOperator=_F(INPUT_TYPE='Matrix', + data=_F(FROM='Script', + SCRIPT_FILE='test003_bis_ADAO_scripts_for_JDC.py',),), + UserDataInit=_F(INIT_FILE='test003_bis_ADAO_user_data_init.py', + TARGET_LIST= + ('Background','BackgroundError','Observation', + 'ObservationError','ObservationOperator',),),); diff --git a/examples/daSalome/test003_bis_ADAO_scripts_for_JDC.py b/examples/daSalome/test003_bis_ADAO_scripts_for_JDC.py new file mode 100644 index 0000000..7bb3fc7 --- /dev/null +++ b/examples/daSalome/test003_bis_ADAO_scripts_for_JDC.py @@ -0,0 +1,42 @@ +#-*-coding:iso-8859-1-*- +# Copyright (C) 2010-2011 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: André Ribes, andre.ribes@edf.fr, EDF R&D + +import numpy +# +# Definition of the Background as a vector +# ---------------------------------------- +Background = init_data["Background"] +# +# Definition of the Observation as a vector +# ----------------------------------------- +Observation = init_data["Observation"] +# +# Definition of the Background Error covariance as a matrix +# --------------------------------------------------------- +BackgroundError = init_data["BackgroundError"] +# +# Definition of the Observation Error covariance as a matrix +# ---------------------------------------------------------- +ObservationError = init_data["ObservationError"] +# +# Definition of the Observation Operator as a matrix +# -------------------------------------------------- +ObservationOperator = init_data["ObservationOperator"] diff --git a/examples/daSalome/test003_bis_ADAO_user_data_init.py b/examples/daSalome/test003_bis_ADAO_user_data_init.py new file mode 100644 index 0000000..e133d01 --- /dev/null +++ b/examples/daSalome/test003_bis_ADAO_user_data_init.py @@ -0,0 +1,52 @@ +#-*-coding:iso-8859-1-*- +# Copyright (C) 2010-2011 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: André Ribes, andre.ribes@edf.fr, EDF R&D + +import numpy +# +# Definition of the Background as a vector +# ---------------------------------------- +Background = [0, 0, 0] +# +# Definition of the Observation as a vector +# ----------------------------------------- +Observation = "1 1 1" +# +# Definition of the Background Error covariance as a matrix +# --------------------------------------------------------- +BackgroundError = numpy.array([[1., 0., 0.], [0., 1., 0.], [0., 0., 1.]]) +# +# Definition of the Observation Error covariance as a matrix +# ---------------------------------------------------------- +ObservationError = numpy.matrix("1 0 0 ; 0 1 0 ; 0 0 1") +# +# Definition of the Observation Operator as a matrix +# -------------------------------------------------- +ObservationOperator = numpy.identity(3) + +# +# Definition of the init_data dictionnary +# --------------------------------------- +init_data = {} +init_data["Background"] = Background +init_data["Observation"] = Observation +init_data["BackgroundError"] = BackgroundError +init_data["ObservationError"] = ObservationError +init_data["ObservationOperator"] = ObservationOperator diff --git a/src/daEficas/generator_adao.py b/src/daEficas/generator_adao.py index 3098a13..791e724 100644 --- a/src/daEficas/generator_adao.py +++ b/src/daEficas/generator_adao.py @@ -97,11 +97,11 @@ class AdaoGenerator(PythonGenerator): self.text_da += "study_config = {} \n" # Extraction de Study_name - self.text_da += "study_config[\"Name\"] = \"" + self.dictMCVal["__ASSIMILATION_STUDY__Study_name"] + "\"\n" + self.text_da += "study_config['Name'] = '" + self.dictMCVal["__ASSIMILATION_STUDY__Study_name"] + "'\n" # Extraction de Debug - self.text_da += "study_config[\"Debug\"] = \"" + str(self.dictMCVal["__ASSIMILATION_STUDY__Debug"]) + "\"\n" + self.text_da += "study_config['Debug'] = '" + str(self.dictMCVal["__ASSIMILATION_STUDY__Debug"]) + "'\n" # Extraction de Algorithm - self.text_da += "study_config[\"Algorithm\"] = \"" + self.dictMCVal["__ASSIMILATION_STUDY__Algorithm"] + "\"\n" + self.text_da += "study_config['Algorithm'] = '" + self.dictMCVal["__ASSIMILATION_STUDY__Algorithm"] + "'\n" self.add_data("Background") self.add_data("BackgroundError") @@ -114,7 +114,7 @@ class AdaoGenerator(PythonGenerator): # Extraction du Study_repertory if "__ASSIMILATION_STUDY__Study_repertory" in self.dictMCVal.keys(): - self.text_da += "study_config[\"Repertory\"] = \"" + self.dictMCVal["__ASSIMILATION_STUDY__Study_repertory"] + "\"\n" + self.text_da += "study_config['Repertory'] = '" + self.dictMCVal["__ASSIMILATION_STUDY__Study_repertory"] + "'\n" # Extraction de AlgorithmParameters if "__ASSIMILATION_STUDY__AlgorithmParameters__INPUT_TYPE" in self.dictMCVal.keys(): self.add_algorithm_parameters() @@ -143,23 +143,23 @@ class AdaoGenerator(PythonGenerator): if from_type == "String" or from_type == "Script": self.text_da += data_name + "_config = {} \n" - self.text_da += data_name + "_config[\"Type\"] = \"" + data_type + "\" \n" - self.text_da += data_name + "_config[\"From\"] = \"" + from_type + "\" \n" - self.text_da += data_name + "_config[\"Data\"] = \"" + data + "\" \n" - self.text_da += "study_config[\"" + data_name + "\"] = " + data_name + "_config \n" + self.text_da += data_name + "_config['Type'] = '" + data_type + "' \n" + self.text_da += data_name + "_config['From'] = '" + from_type + "' \n" + self.text_da += data_name + "_config['Data'] = '" + data + "' \n" + self.text_da += "study_config['" + data_name + "'] = " + data_name + "_config \n" if from_type == "FunctionDict": self.text_da += data_name + "_FunctionDict = {} \n" - self.text_da += data_name + "_FunctionDict[\"Function\"] = [\"Direct\", \"Tangent\", \"Adjoint\"] \n" - self.text_da += data_name + "_FunctionDict[\"Script\"] = {} \n" - self.text_da += data_name + "_FunctionDict[\"Script\"][\"Direct\"] = \"" + data + "\" \n" - self.text_da += data_name + "_FunctionDict[\"Script\"][\"Tangent\"] = \"" + data + "\" \n" - self.text_da += data_name + "_FunctionDict[\"Script\"][\"Adjoint\"] = \"" + data + "\" \n" + self.text_da += data_name + "_FunctionDict['Function'] = ['Direct', 'Tangent', 'Adjoint'] \n" + self.text_da += data_name + "_FunctionDict['Script'] = {} \n" + self.text_da += data_name + "_FunctionDict['Script']['Direct'] = '" + data + "' \n" + self.text_da += data_name + "_FunctionDict['Script']['Tangent'] = '" + data + "' \n" + self.text_da += data_name + "_FunctionDict['Script']['Adjoint'] = '" + data + "' \n" self.text_da += data_name + "_config = {} \n" - self.text_da += data_name + "_config[\"Type\"] = \"Function\" \n" - self.text_da += data_name + "_config[\"From\"] = \"FunctionDict\" \n" - self.text_da += data_name + "_config[\"Data\"] = " + data_name + "_FunctionDict \n" - self.text_da += "study_config[\"" + data_name + "\"] = " + data_name + "_config \n" + self.text_da += data_name + "_config['Type'] = 'Function' \n" + self.text_da += data_name + "_config['From'] = 'FunctionDict' \n" + self.text_da += data_name + "_config['Data'] = " + data_name + "_FunctionDict \n" + self.text_da += "study_config['" + data_name + "'] = " + data_name + "_config \n" def add_algorithm_parameters(self): @@ -169,10 +169,10 @@ class AdaoGenerator(PythonGenerator): data = self.dictMCVal["__ASSIMILATION_STUDY__AlgorithmParameters__Dict__data__SCRIPT_DATA__SCRIPT_FILE"] self.text_da += data_name + "_config = {} \n" - self.text_da += data_name + "_config[\"Type\"] = \"" + data_type + "\" \n" - self.text_da += data_name + "_config[\"From\"] = \"" + from_type + "\" \n" - self.text_da += data_name + "_config[\"Data\"] = \"" + data + "\" \n" - self.text_da += "study_config[\"" + data_name + "\"] = " + data_name + "_config \n" + self.text_da += data_name + "_config['Type'] = '" + data_type + "' \n" + self.text_da += data_name + "_config['From'] = '" + from_type + "' \n" + self.text_da += data_name + "_config['Data'] = '" + data + "' \n" + self.text_da += "study_config['" + data_name + "'] = " + data_name + "_config \n" def add_init(self): @@ -180,14 +180,14 @@ class AdaoGenerator(PythonGenerator): init_target_list = self.dictMCVal["__ASSIMILATION_STUDY__UserDataInit__TARGET_LIST"] self.text_da += "Init_config = {} \n" - self.text_da += "Init_config[\"Type\"] = \"Dict\" \n" - self.text_da += "Init_config[\"From\"] = \"Script\" \n" - self.text_da += "Init_config[\"Data\"] = \"" + init_file_data + "\"\n" - self.text_da += "Init_config[\"Target\"] = [" + self.text_da += "Init_config['Type'] = 'Dict' \n" + self.text_da += "Init_config['From'] = 'Script' \n" + self.text_da += "Init_config['Data'] = '" + init_file_data + "'\n" + self.text_da += "Init_config['Target'] = [" for target in init_target_list: - self.text_da += "\"" + target + "\"," + self.text_da += "'" + target + "'," self.text_da += "] \n" - self.text_da += "study_config[\"UserDataInit\"] = Init_config \n" + self.text_da += "study_config['UserDataInit'] = Init_config \n" def add_UserPostAnalysis(self): @@ -196,15 +196,15 @@ class AdaoGenerator(PythonGenerator): if from_type == "String": data = self.dictMCVal["__ASSIMILATION_STUDY__UserPostAnalysis__STRING_DATA__STRING"] self.text_da += "Analysis_config = {} \n" - self.text_da += "Analysis_config[\"From\"] = \"String\" \n" - self.text_da += "Analysis_config[\"Data\"] = \"\"\"" + data + "\"\"\" \n" - self.text_da += "study_config[\"UserPostAnalysis\"] = Analysis_config \n" + self.text_da += "Analysis_config['From'] = 'String' \n" + self.text_da += "Analysis_config['Data'] = \"\"\"" + data + "\"\"\" \n" + self.text_da += "study_config['UserPostAnalysis'] = Analysis_config \n" elif from_type == "Script": data = self.dictMCVal["__ASSIMILATION_STUDY__UserPostAnalysis__SCRIPT_DATA__SCRIPT_FILE"] self.text_da += "Analysis_config = {} \n" - self.text_da += "Analysis_config[\"From\"] = \"Script\" \n" - self.text_da += "Analysis_config[\"Data\"] = \"" + data + "\" \n" - self.text_da += "study_config[\"UserPostAnalysis\"] = Analysis_config \n" + self.text_da += "Analysis_config['From'] = 'Script' \n" + self.text_da += "Analysis_config['Data'] = '" + data + "' \n" + self.text_da += "study_config['UserPostAnalysis'] = Analysis_config \n" else: raise Exception('From Type unknown', from_type) @@ -224,15 +224,15 @@ class AdaoGenerator(PythonGenerator): sizes = self.dictMCVal["__ASSIMILATION_STUDY__InputVariables__SIZES"] self.text_da += "inputvariables_config = {} \n" - self.text_da += "inputvariables_config[\"Order\"] = %s \n" % list(names) + self.text_da += "inputvariables_config['Order'] = %s \n" % list(names) for name, size in zip(names, sizes): - self.text_da += "inputvariables_config[\"%s\"] = %s \n" % (name,size) - self.text_da += "study_config[\"InputVariables\"] = inputvariables_config \n" + self.text_da += "inputvariables_config['%s'] = %s \n" % (name,size) + self.text_da += "study_config['InputVariables'] = inputvariables_config \n" else: self.text_da += "inputvariables_config = {} \n" - self.text_da += "inputvariables_config[\"Order\"] =[\"adao_default\"] \n" - self.text_da += "inputvariables_config[\"adao_default\"] = -1 \n" - self.text_da += "study_config[\"InputVariables\"] = inputvariables_config \n" + self.text_da += "inputvariables_config['Order'] =['adao_default'] \n" + self.text_da += "inputvariables_config['adao_default'] = -1 \n" + self.text_da += "study_config['InputVariables'] = inputvariables_config \n" # Output variables if "__ASSIMILATION_STUDY__OutputVariables__NAMES" in self.dictMCVal.keys(): @@ -248,12 +248,12 @@ class AdaoGenerator(PythonGenerator): sizes = self.dictMCVal["__ASSIMILATION_STUDY__OutputVariables__SIZES"] self.text_da += "outputvariables_config = {} \n" - self.text_da += "outputvariables_config[\"Order\"] = %s \n" % list(names) + self.text_da += "outputvariables_config['Order'] = %s \n" % list(names) for name, size in zip(names, sizes): - self.text_da += "outputvariables_config[\"%s\"] = %s \n" % (name,size) - self.text_da += "study_config[\"OutputVariables\"] = outputvariables_config \n" + self.text_da += "outputvariables_config['%s'] = %s \n" % (name,size) + self.text_da += "study_config['OutputVariables'] = outputvariables_config \n" else: self.text_da += "outputvariables_config = {} \n" - self.text_da += "outputvariables_config[\"Order\"] = [\"adao_default\"] \n" - self.text_da += "outputvariables_config[\"adao_default\"] = -1 \n" - self.text_da += "study_config[\"OutputVariables\"] = outputvariables_config \n" + self.text_da += "outputvariables_config['Order'] = ['adao_default'] \n" + self.text_da += "outputvariables_config['adao_default'] = -1 \n" + self.text_da += "study_config['OutputVariables'] = outputvariables_config \n" diff --git a/src/daSalome/daYacsSchemaCreator/methods.py b/src/daSalome/daYacsSchemaCreator/methods.py index 373603f..3c84524 100644 --- a/src/daSalome/daYacsSchemaCreator/methods.py +++ b/src/daSalome/daYacsSchemaCreator/methods.py @@ -100,6 +100,9 @@ def create_yacs_proc(study_config): init_node.getInputPort("script").edInitPy(os.path.join(base_repertory, os.path.basename(init_config["Data"]))) else: init_node.getInputPort("script").edInitPy(init_config["Data"]) + init_node_script = init_node.getScript() + init_node_script += "init_data = user_script_module.init_data\n" + init_node.setScript(init_node_script) proc.edAddChild(init_node) # Step 1: get input data from user configuration @@ -128,6 +131,9 @@ def create_yacs_proc(study_config): proc.edAddDFLink(back_node.getOutputPort(key), CAS_node.getInputPort(key)) # Connect node with InitUserData if key in init_config["Target"]: + back_node_script = back_node.getScript() + back_node_script = "__builtins__[\"init_data\"] = init_data\n" + back_node_script + back_node.setScript(back_node_script) back_node.edAddInputPort("init_data", t_pyobj) proc.edAddDFLink(init_node.getOutputPort("init_data"), back_node.getInputPort("init_data")) @@ -144,6 +150,9 @@ def create_yacs_proc(study_config): proc.edAddDFLink(back_node.getOutputPort("type"), CAS_node.getInputPort(key_type)) # Connect node with InitUserData if key in init_config["Target"]: + back_node_script = back_node.getScript() + back_node_script = "__builtins__[\"init_data\"] = init_data\n" + back_node_script + back_node.setScript(back_node_script) back_node.edAddInputPort("init_data", t_pyobj) proc.edAddDFLink(init_node.getOutputPort("init_data"), back_node.getInputPort("init_data")) @@ -167,6 +176,9 @@ def create_yacs_proc(study_config): proc.edAddDFLink(back_node.getOutputPort("type"), CAS_node.getInputPort(key_type)) # Connect node with InitUserData if key in init_config["Target"]: + back_node_script = back_node.getScript() + back_node_script = "__builtins__[\"init_data\"] = init_data\n" + back_node_script + back_node.setScript(back_node_script) back_node.edAddInputPort("init_data", t_pyobj) proc.edAddDFLink(init_node.getOutputPort("init_data"), back_node.getInputPort("init_data")) @@ -183,6 +195,9 @@ def create_yacs_proc(study_config): proc.edAddDFLink(back_node.getOutputPort("type"), CAS_node.getInputPort(key_type)) # Connect node with InitUserData if key in init_config["Target"]: + back_node_script = back_node.getScript() + back_node_script = "__builtins__[\"init_data\"] = init_data\n" + back_node_script + back_node.setScript(back_node_script) back_node.edAddInputPort("init_data", t_pyobj) proc.edAddDFLink(init_node.getOutputPort("init_data"), back_node.getInputPort("init_data")) @@ -206,6 +221,9 @@ def create_yacs_proc(study_config): proc.edAddDFLink(back_node.getOutputPort("type"), CAS_node.getInputPort(key_type)) # Connect node with InitUserData if key in init_config["Target"]: + back_node_script = back_node.getScript() + back_node_script = "__builtins__[\"init_data\"] = init_data\n" + back_node_script + back_node.setScript(back_node_script) back_node.edAddInputPort("init_data", t_pyobj) proc.edAddDFLink(init_node.getOutputPort("init_data"), back_node.getInputPort("init_data")) @@ -277,9 +295,11 @@ def create_yacs_proc(study_config): # Connect node with InitUserData if "ObservationOperator" in init_config["Target"]: + opt_node_script = opt_script_node.getScript() + opt_node_script = "__builtins__[\"init_data\"] = init_data\n" + opt_node_script + opt_script_node.setScript(opt_node_script) opt_script_node.edAddInputPort("init_data", t_pyobj) proc.edAddDFLink(init_node.getOutputPort("init_data"), opt_script_node.getInputPort("init_data")) - else: factory_opt_script_node = catalogAd.getNodeFromNodeMap("FakeOptimizerLoopNode") opt_script_node = factory_opt_script_node.cloneNode("FakeFunctionNode") @@ -311,6 +331,9 @@ def create_yacs_proc(study_config): # Connect node with InitUserData if "UserPostAnalysis" in init_config["Target"]: + node_script = analysis_node.getScript() + node_script = "__builtins__[\"init_data\"] = init_data\n" + node_script + analysis_node.setScript(opt_node_script) analysis_node.edAddInputPort("init_data", t_pyobj) proc.edAddDFLink(init_node.getOutputPort("init_data"), analysis_node.getInputPort("init_data")) @@ -345,6 +368,9 @@ def create_yacs_proc(study_config): proc.edAddDFLink(execute_node.getOutputPort("Study"), analysis_node.getInputPort("Study")) # Connect node with InitUserData if "UserPostAnalysis" in init_config["Target"]: + node_script = analysis_node.getScript() + node_script = "__builtins__[\"init_data\"] = init_data\n" + node_script + analysis_node.setScript(opt_node_script) analysis_node.edAddInputPort("init_data", t_pyobj) proc.edAddDFLink(init_node.getOutputPort("init_data"), analysis_node.getInputPort("init_data")) -- 2.39.2