$projectname: $title

+ +

Version: @VERSION@

+ diff --git a/src/pmml/doc/doxygen/static/salome_extra.css b/src/pmml/doc/doxygen/static/salome_extra.css new file mode 100755 index 000000000..3e8b838a6 --- /dev/null +++ b/src/pmml/doc/doxygen/static/salome_extra.css @@ -0,0 +1,29 @@ +/* The extra CSS for doxygen 1.8.3.1 */ + +#titlearea { + background-image:url('head.png'); + background-color: #175783; + border: 1px solid; + height: 80px; + background-repeat: no-repeat; + padding: 0px; + margin: 0px; + width: 99.9%; + border-bottom: 1px solid #5373B4; +} + +div.version { + border:1px solid #0000FF; + color: #CCCCCC; + font-family: Arial, Helvetica, sans-serif; + font-size: 9pt; + text-align: center; + width:100px; + -moz-border-radius: 8px; + margin: 5px; +} + +.navpath li.footer { + line-height:15px; + text-align: right; +} \ No newline at end of file diff --git a/src/pmml/pmml_swig/CMakeLists.txt b/src/pmml/pmml_swig/CMakeLists.txt new file mode 100755 index 000000000..d243dc04b --- /dev/null +++ b/src/pmml/pmml_swig/CMakeLists.txt @@ -0,0 +1,68 @@ +# Copyright (C) 2012-2013 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 +# 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 +# + + +INCLUDE(${SWIG_USE_FILE}) + +ADD_DEFINITIONS(${PYTHON_DEFINITIONS}) + +SET_SOURCE_FILES_PROPERTIES(PMMLsalome.i PROPERTIES CPLUSPLUS ON) +SET_SOURCE_FILES_PROPERTIES(PMMLsalome.i PROPERTIES SWIG_DEFINITIONS "-shadow") +IF(NUMPY_FOUND) + SET(SWIG_MODULE_PMML_EXTRA_FLAGS -DWITH_NUMPY) +ENDIF(NUMPY_FOUND) + +SET (PMML_SWIG_DPYS_FILES + PMMLsalome.i + PMML.i) + +INCLUDE_DIRECTORIES( + ${PYTHON_INCLUDE_DIRS} + ${PTHREAD_INCLUDE_DIR} # pthread dependancy due to python2.7 library + ${CMAKE_CURRENT_SOURCE_DIR} + ${CMAKE_CURRENT_BINARY_DIR} + ${CMAKE_CURRENT_SOURCE_DIR}/.. + ) + +# _ABR_ Ensure dependency mechanism on all SWIG files and headers +SET (SWIG_MODULE_PMML_EXTRA_DEPS ${PMML_SWIG_DPYS_FILES} + ${pmml_HEADERS_HXX} ${pmml_HEADERS_TXX}) + +SWIG_ADD_MODULE(PMML python PMMLsalome.i) +SWIG_LINK_LIBRARIES(PMML ${PYTHON_LIBRARIES} ${PLATFORM_LIBS} pmmlLib) + + +# _ABR_ Ensure dependency mechanism on all SWIG files and headers + +IF(WIN32) + SET_TARGET_PROPERTIES(_PMML PROPERTIES DEBUG_OUTPUT_NAME _PMML_d) +ENDIF(WIN32) + + +INSTALL(TARGETS ${SWIG_MODULE_PMML_REAL_NAME} DESTINATION ${SALOME_INSTALL_PYTHON}) + +SET(PYFILES_TO_INSTALL ${CMAKE_CURRENT_BINARY_DIR}/PMML.py) + +INSTALL_AND_COMPILE_PYTHON_FILE("${PYFILES_TO_INSTALL}" ${SALOME_INSTALL_SCRIPT_PYTHON}) + +INSTALL(FILES PMML.i PMMLsalome.i DESTINATION ${SALOME_INSTALL_HEADERS}) +INSTALL(FILES PMMLBasicsTest.py DESTINATION ${SALOME_INSTALL_SCRIPT_PYTHON}) + +ADD_TEST(PMMLBasicsTest ${PYTHON_EXECUTABLE} ${CMAKE_CURRENT_SOURCE_DIR}/PMMLBasicsTest.py) + diff --git a/src/pmml/pmml_swig/PMML.i b/src/pmml/pmml_swig/PMML.i new file mode 100755 index 000000000..b9dc6c428 --- /dev/null +++ b/src/pmml/pmml_swig/PMML.i @@ -0,0 +1,61 @@ +// Copyright (C) 2007-2013 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 +// 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 : InckA + +%include exception.i + +%{ +#include "PMMLlib.hxx" +%} + +%exception { + try { + $action + } catch (std::string &e) { + std::string s("PMMLlib error: "), s2(e); + s = s + s2; + SWIG_exception(SWIG_RuntimeError, s.c_str()); + } catch (...) { + SWIG_exception(SWIG_RuntimeError, "unknown exception"); + } +} + +namespace PMMLlib +{ + +enum PMMLType{kUNDEFINED, kANN, kLR}; + +class PMMLlib +{ + public: + PMMLlib(bool log=false); + PMMLlib(std::string file, bool log=false); + ~PMMLlib(); + void SetCurrentModel(std::string modelName, PMMLType type); + std::string ExportPyStr(std::string functionName, std::string header); + void ExportPython(std::string file, std::string functionName, std::string header); + void ExportCpp(std::string file, std::string functionName, std::string header); + void Write(); + void Write(std::string file); +}; + +} + + + diff --git a/src/pmml/pmml_swig/PMMLBasicsTest.py b/src/pmml/pmml_swig/PMMLBasicsTest.py new file mode 100755 index 000000000..59a4a180b --- /dev/null +++ b/src/pmml/pmml_swig/PMMLBasicsTest.py @@ -0,0 +1,86 @@ +# -*- coding: utf-8 -*- + +# imports SalomÃ© +from PMML import PMMLlib, kANN, kLR + +# imports python +import unittest +import exceptions +from exceptions import RuntimeError +import os +import shutil + +class PMMLBasicsTest(unittest.TestCase): + + def setUp(self): + pmmlRootDir = os.getenv("YACS_ROOT_DIR"); + self.resourcesDir = os.path.join(pmmlRootDir,"share","salome","resources","pmml"); + self.resourcesDir += os.sep ; + self.tmpDir = "/tmp/"; + self.tmpDir += os.environ['LOGNAME']; # ("USER"); + self.tmpDir += "/PmmlUnitTest/"; + if ( not os.path.exists(self.tmpDir) ): + os.mkdir(self.tmpDir); + pass + pass + + def tearDown(self): + if ( os.path.exists(self.tmpDir) ): + shutil.rmtree(self.tmpDir); + pass + pass + + def testExportPythonNeuralNet(self): + pmmlFile = self.resourcesDir + "ann_model.pmml"; + model = "sANNName"; + exportPyScript = self.tmpDir + "swigTestExportPythonNeuralNet.py"; + refPyFilename = self.resourcesDir + "unittest_ref_ann_model.py"; + refLines = file(refPyFilename).readlines(); + # + p = PMMLlib( pmmlFile ); + p.SetCurrentModel( model, kANN ); + p.ExportPython( exportPyScript, "myTestFunc", + "File used by unit test\n PMMLBasicsTest1::testExportNeuralNetworkPython" ); + myLines = file(exportPyScript).readlines(); + self.assertEqual( len(myLines), len(refLines) ); + for (i,line) in enumerate(myLines): + self.assertEqual( line, refLines[i] ); + pass + pass + + def testExportPythonRegression(self): + pmmlFile = self.resourcesDir + "lr_model.pmml"; + model = "Modeler[LinearRegression]Tds[steamplant]Predictor[x6:x8:x6x8:x6x6x8]Target[x1]"; + exportPyScript = self.tmpDir + "swigTestExportPythonRegression.py"; + refPyFilename = self.resourcesDir + "unittest_ref_lr_model.py"; + refLines = file(refPyFilename).readlines(); + # + p = PMMLlib( pmmlFile ); + p.SetCurrentModel( model, kLR ); + p.ExportPython( exportPyScript, "myTestFunc", + "File used by unit test\n PMMLBasicsTest1::testExportLinearRegressionPython" ); + myLines = file(exportPyScript).readlines(); + self.assertEqual( len(myLines), len(refLines) ); + for (i,line) in enumerate(myLines): + self.assertEqual( line, refLines[i] ); + pass + pass + + def testPmmlFileNotReadable(self): + self.assertRaises( RuntimeError, PMMLlib, "0.mml" ); + pass + + def testPmmlFileNotReadable(self): + pmmlFile = self.resourcesDir + "ann_model.pmml"; + model = "sANNName"; + p = PMMLlib(pmmlFile); + self.assertRaises( RuntimeError, p.SetCurrentModel, model, kLR ); + pass + + def testPmmlFileNotWritable(self): + p = PMMLlib(); + self.assertRaises( RuntimeError, p.Write ); + pass + pass + +unittest.main() diff --git a/src/pmml/pmml_swig/PMMLsalome.i b/src/pmml/pmml_swig/PMMLsalome.i new file mode 100755 index 000000000..d2d182caf --- /dev/null +++ b/src/pmml/pmml_swig/PMMLsalome.i @@ -0,0 +1,40 @@ +// Copyright (C) 2007-2013 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 +// 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 : InckA + +%module PMML + +%include std_vector.i +%include std_string.i + + +%template(ivec) std::vector; +%template(dvec) std::vector; +%template(svec) std::vector; + +%include "PMML.i" + + +%pythoncode %{ +import os +__filename=os.environ.get('PYTHONSTARTUP') +if __filename and os.path.isfile(__filename): + execfile(__filename) + pass +%} diff --git a/src/pmml/resources/CMakeLists.txt b/src/pmml/resources/CMakeLists.txt new file mode 100755 index 000000000..8be747ba3 --- /dev/null +++ b/src/pmml/resources/CMakeLists.txt @@ -0,0 +1,45 @@ +# Copyright (C) 2012-2013 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 +# 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 +# + +SET(PMML_RESOURCES_FILES + # ici les noms des fichiers ressources + ann_model.pmml + ann_model_2.pmml + lr_model.pmml + lr_model_2.pmml + no_model.pmml + two_models_ann_lr.pmml + unittest_ref_ann_model.cpp + unittest_ref_ann_model.f + unittest_ref_ann_model.py + unittest_ref_lr_model.cpp + unittest_ref_lr_model.f + unittest_ref_lr_model.py + win32_ann_model.pmml + win32_lr_model.pmml + ) + +INSTALL(FILES ${PMML_RESOURCES_FILES} DESTINATION ${SALOME_PMML_INSTALL_RES_DATA}) + +# MESSAGE(STATUS "Creation of ${CMAKE_CURRENT_BINARY_DIR}/PMMLCatalog.xml") +# CONFIGURE_FILE(${CMAKE_CURRENT_SOURCE_DIR}/PMMLCatalog.xml.in ${CMAKE_CURRENT_BINARY_DIR}/PMMLCatalog.xml @ONLY) +# MESSAGE(STATUS "Creation of ${CMAKE_CURRENT_BINARY_DIR}/SalomeApp.xml") +# CONFIGURE_FILE(${CMAKE_CURRENT_SOURCE_DIR}/SalomeApp.xml.in ${CMAKE_CURRENT_BINARY_DIR}/SalomeApp.xml @ONLY) + +# INSTALL(FILES ${CMAKE_CURRENT_BINARY_DIR}/PMMLCatalog.xml ${CMAKE_CURRENT_BINARY_DIR}/SalomeApp.xml DESTINATION ${SALOME_PMML_INSTALL_RES_DATA}) diff --git a/src/pmml/resources/ann_model.pmml b/src/pmml/resources/ann_model.pmml new file mode 100755 index 000000000..bd4d4e830 --- /dev/null +++ b/src/pmml/resources/ann_model.pmml @@ -0,0 +1,124 @@ + + +

+ + Tests unitaires PMMLlib +

+ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + diff --git a/src/pmml/resources/ann_model_2.pmml b/src/pmml/resources/ann_model_2.pmml new file mode 100755 index 000000000..c64b4fb0d --- /dev/null +++ b/src/pmml/resources/ann_model_2.pmml @@ -0,0 +1,132 @@ + + +

+ + date Fri Oct 07, 2011 +

+ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + diff --git a/src/pmml/resources/lr_model.pmml b/src/pmml/resources/lr_model.pmml new file mode 100755 index 000000000..fae9d26b9 --- /dev/null +++ b/src/pmml/resources/lr_model.pmml @@ -0,0 +1,38 @@ + + +

+ + Tests unitaires PMMLlib +

+ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + diff --git a/src/pmml/resources/lr_model_2.pmml b/src/pmml/resources/lr_model_2.pmml new file mode 100755 index 000000000..2f1ef6b2a --- /dev/null +++ b/src/pmml/resources/lr_model_2.pmml @@ -0,0 +1,38 @@ + + +

+ + Compilation date : Wed Jul 17, 2013 +

+ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + diff --git a/src/pmml/resources/no_model.pmml b/src/pmml/resources/no_model.pmml new file mode 100755 index 000000000..39515183a --- /dev/null +++ b/src/pmml/resources/no_model.pmml @@ -0,0 +1,144 @@ + + +

+ + Tests unitaires PMMLlib +

+ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + diff --git a/src/pmml/resources/unittest_ref_ann_model.cpp b/src/pmml/resources/unittest_ref_ann_model.cpp new file mode 100755 index 000000000..643308cea --- /dev/null +++ b/src/pmml/resources/unittest_ref_ann_model.cpp @@ -0,0 +1,67 @@ +#define ActivationFunction(sum) ( 1.0 / ( 1.0 + exp( -1.0 * sum )) ) +void myTestFunc(double *param, double *res) +{ + ////////////////////////////// + // + // File used by unit test + // PMMLBasicsTest1::testExportNeuralNetworkCpp + // + ////////////////////////////// + + int nInput = 8; + int nOutput = 1; + int nHidden = 1; + const int nNeurones = 10; + double myTestFunc_act[nNeurones]; + + // --- Preprocessing of the inputs and outputs + double myTestFunc_minInput[] = { + 0.099999, 25048.9, 89334.9, 89.5523, 1050, + 760.001, 1400.02, 10950, + }; + double myTestFunc_minOutput[] = { + 77.8117, }; + double myTestFunc_maxInput[] = { + 0.028899, 14419.8, 15180.8, 15.2866, 34.6793, + 34.6718, 161.826, 632.913, + }; + double myTestFunc_maxOutput[] = { + 45.7061, }; + + // --- Values of the weights + double myTestFunc_valW[] = { + -1.74548, 6.96551, -1.26357, 0.753663, 0.00165366, + 0.004725, 0.00996979, 0.178798, -0.180981, -0.173569, + 0.0855967, + }; + // --- Constants + int indNeurone = 0; + int CrtW; + double sum; + + // --- Input Layers + for(int i = 0; i < nInput; i++) { + myTestFunc_act[indNeurone++] = ( param[i] - myTestFunc_minInput[i] ) / myTestFunc_maxInput[i]; + } + + // --- Hidden Layers + for (int member = 0; member < nHidden; member++) { + int CrtW = member * ( nInput + 2) + 2; + sum = myTestFunc_valW[CrtW++]; + for (int source = 0; source < nInput; source++) { + sum += myTestFunc_act[source] * myTestFunc_valW[CrtW++]; + } + myTestFunc_act[indNeurone++] = ActivationFunction(sum); + } + + // --- Output + for (int member = 0; member < nOutput; member++) { + sum = myTestFunc_valW[0]; + for (int source = 0; source < nHidden; source++) { + CrtW = source * ( nInput + 2) + 1; + sum += myTestFunc_act[nInput+source] * myTestFunc_valW[CrtW]; + } + myTestFunc_act[indNeurone++] = sum; + res[member] = myTestFunc_minOutput[member] + myTestFunc_maxOutput[member] * sum; + } +} diff --git a/src/pmml/resources/unittest_ref_ann_model.f b/src/pmml/resources/unittest_ref_ann_model.f new file mode 100755 index 000000000..7996d31a9 --- /dev/null +++ b/src/pmml/resources/unittest_ref_ann_model.f @@ -0,0 +1,64 @@ + SUBROUTINE myTestFunc(rw,r,tu,tl,hu,hl,l,kw,yhat) +C --- ********************************************* +C --- +C --- File used by unit test +C --- PMMLBasicsTest1::testExportNeuralNetworkFortran +C --- +C --- ********************************************* + IMPLICIT DOUBLE PRECISION (V) + DOUBLE PRECISION rw + DOUBLE PRECISION r + DOUBLE PRECISION tu + DOUBLE PRECISION tl + DOUBLE PRECISION hu + DOUBLE PRECISION hl + DOUBLE PRECISION l + DOUBLE PRECISION kw + DOUBLE PRECISION yhat + +C --- Preprocessing of the inputs + VXNrw = ( rw - 0.099999D0 ) / 0.028899D0 + VXNr = ( r - 25048.9D0 ) / 14419.8D0 + VXNtu = ( tu - 89334.9D0 ) / 15180.8D0 + VXNtl = ( tl - 89.5523D0 ) / 15.2866D0 + VXNhu = ( hu - 1050D0 ) / 34.6793D0 + VXNhl = ( hl - 760.001D0 ) / 34.6718D0 + VXNl = ( l - 1400.02D0 ) / 161.826D0 + VXNkw = ( kw - 10950D0 ) / 632.913D0 + +C --- Values of the weights + VW1 = -1.74548 + VW2 = 6.96551 + VW3 = -1.26357 + VW4 = 0.753663 + VW5 = 0.00165366 + VW6 = 0.004725 + VW7 = 0.00996979 + VW8 = 0.178798 + VW9 = -0.180981 + VW10 = -0.173569 + VW11 = 0.0855967 + +C --- hidden neural number 1 + VAct1 = VW3 + 1 + VW4 * VXNrw + 1 + VW5 * VXNr + 1 + VW6 * VXNtu + 1 + VW7 * VXNtl + 1 + VW8 * VXNhu + 1 + VW9 * VXNhl + 1 + VW10 * VXNl + 1 + VW11 * VXNkw + + VPot1 = 1.D0 / (1.D0 + DEXP(-1.D0 * VAct1)) + +C --- Output + VOut = VW1 + 1 + VW2 * VPot1 + +C --- Pretraitment of the output + yhat = 77.8117D0 + 45.7061D0 * VOut; + +C --- + RETURN + END diff --git a/src/pmml/resources/unittest_ref_ann_model.py b/src/pmml/resources/unittest_ref_ann_model.py new file mode 100755 index 000000000..2a1f5e5f8 --- /dev/null +++ b/src/pmml/resources/unittest_ref_ann_model.py @@ -0,0 +1,82 @@ +#!/usr/bin/env python +# -*- coding: utf-8 -*- + +from math import tanh, exp + +def ActivationFunction(sum): + return ( 1.0 / ( 1.0 + exp( -1.0 * sum ) ) ); + +def myTestFunc(param): + + ############################## + # + # File used by unit test + # PMMLBasicsTest1::testExportNeuralNetworkPython + # + ############################## + + nInput = 8; + nOutput = 1; + nHidden = 1; + nNeurones = 10; + myTestFunc_act = []; + res = []; + + # --- Preprocessing of the inputs and outputs + myTestFunc_minInput = [ + 0.099999, 25048.9, 89334.9, 89.5523, 1050, + 760.001, 1400.02, 10950, + ]; + myTestFunc_minOutput = [ + 77.8117 + ]; + myTestFunc_maxInput = [ + 0.028899, 14419.8, 15180.8, 15.2866, 34.6793, + 34.6718, 161.826, 632.913, + ]; + myTestFunc_maxOutput = [ + 45.7061 + ]; + # --- Values of the weights + myTestFunc_valW = [ + -1.74548, 6.96551, -1.26357, 0.753663, 0.00165366, + 0.004725, 0.00996979, 0.178798, -0.180981, -0.173569, + 0.0855967, + ]; + # --- Constants + indNeurone = 0; + + # --- Input Layers + for i in range(nInput) : + myTestFunc_act.append( ( param[i] - myTestFunc_minInput[i] ) / myTestFunc_maxInput[i] ) ; + indNeurone += 1 ; + pass + + # --- Hidden Layers + for member in range(nHidden): + CrtW = member * ( nInput + 2) + 2; + sum = myTestFunc_valW[CrtW]; + CrtW += 1 ; + for source in range(nInput) : + sum += myTestFunc_act[source] * myTestFunc_valW[CrtW]; + CrtW += 1 ; + pass + myTestFunc_act.append( ActivationFunction(sum) ) ; + indNeurone += 1 ; + pass + + # --- Output + for member in range(nOutput): + sum = myTestFunc_valW[0]; + for source in range(nHidden): + CrtW = source * ( nInput + 2) + 1; + sum += myTestFunc_act[nInput+source] * myTestFunc_valW[CrtW]; + pass + myTestFunc_act.append( sum ); + indNeurone += 1 ; + res.append( myTestFunc_minOutput[member] + myTestFunc_maxOutput[member] * sum ); + pass + + return res; + + diff --git a/src/pmml/resources/unittest_ref_lr_model.cpp b/src/pmml/resources/unittest_ref_lr_model.cpp new file mode 100755 index 000000000..1072f46fc --- /dev/null +++ b/src/pmml/resources/unittest_ref_lr_model.cpp @@ -0,0 +1,27 @@ +void myTestFunc(double *param, double *res) +{ + ////////////////////////////// + // + // File used by unit test + // PMMLBasicsTest1::testExportLinearRegressionCpp + // + ////////////////////////////// + + // Intercept + double y = 3.83737; + + // Attribute : x6 + y += param[0]*0.475913; + + // Attribute : x8 + y += param[1]*0.142884; + + // Attribute : x6x8 + y += param[2]*-0.022019; + + // Attribute : x6x6x8 + y += param[3]*0.000536256; + + // Return the value + res[0] = y; +} diff --git a/src/pmml/resources/unittest_ref_lr_model.f b/src/pmml/resources/unittest_ref_lr_model.f new file mode 100755 index 000000000..7e60a9760 --- /dev/null +++ b/src/pmml/resources/unittest_ref_lr_model.f @@ -0,0 +1,31 @@ + SUBROUTINE myTestFunc(P0, P1, P2, P3, RES) +C --- ********************************************* +C --- +C --- File used by unit test +C --- PMMLBasicsTest1::testExportLinearRegressionFortran +C --- +C --- ********************************************* + + IMPLICIT DOUBLE PRECISION (P) + DOUBLE PRECISION RES + DOUBLE PRECISION Y + +C --- Intercept + Y = 3.83737; + +C --- Attribute : x6 + Y += P[0]*0.475913; + +C --- Attribute : x8 + Y += P[1]*0.142884; + +C --- Attribute : x6x8 + Y += P[2]*-0.022019; + +C --- Attribute : x6x6x8 + Y += P[3]*0.000536256; + +C --- Return the value + RES = Y + RETURN + END diff --git a/src/pmml/resources/unittest_ref_lr_model.py b/src/pmml/resources/unittest_ref_lr_model.py new file mode 100755 index 000000000..5dbea2cf4 --- /dev/null +++ b/src/pmml/resources/unittest_ref_lr_model.py @@ -0,0 +1,29 @@ +#!/usr/bin/env python +# -*- coding: utf-8 -*- + +def myTestFunc(param): + + ############################## + # + # File used by unit test + # PMMLBasicsTest1::testExportLinearRegressionPython + # + ############################## + + # Intercept + y = 3.83737; + + # Attribute : x6 + y += param[0]*0.475913; + + # Attribute : x8 + y += param[1]*0.142884; + + # Attribute : x6x8 + y += param[2]*-0.022019; + + # Attribute : x6x6x8 + y += param[3]*0.000536256; + + # Return the value + return [y]; diff --git a/src/pmml/resources/win32_ann_model.pmml b/src/pmml/resources/win32_ann_model.pmml new file mode 100755 index 000000000..ae32e3a95 --- /dev/null +++ b/src/pmml/resources/win32_ann_model.pmml @@ -0,0 +1,124 @@ + + +

+ + Tests unitaires PMMLlib +

+ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + diff --git a/src/pmml/resources/win32_lr_model.pmml b/src/pmml/resources/win32_lr_model.pmml new file mode 100755 index 000000000..afc0b144e --- /dev/null +++ b/src/pmml/resources/win32_lr_model.pmml @@ -0,0 +1,38 @@ + + +

+ + Tests unitaires PMMLlib +

+ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + diff --git a/src/yacsloader/pmml/BasicMainTest.hxx b/src/yacsloader/pmml/BasicMainTest.hxx new file mode 100755 index 000000000..9bff03f2d --- /dev/null +++ b/src/yacsloader/pmml/BasicMainTest.hxx @@ -0,0 +1,96 @@ +// Copyright (C) 2007-2013 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 +// 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 +// + +#ifndef _BASICMAINTEST_HXX_ +#define _BASICMAINTEST_HXX_ + +#include +#include +#include +#include +#include +#include +#include +#include + +#include +#include + +#ifndef WIN32 +#include +#endif + +// ============================================================================ +/*! + * Main program source for Unit Tests with cppunit package does not depend + * on actual tests, so we use the same for all partial unit tests. + */ +// ============================================================================ + +int main(int argc, char* argv[]) +{ +#ifndef WIN32 + fpu_control_t cw = _FPU_DEFAULT & ~(_FPU_MASK_IM | _FPU_MASK_ZM | _FPU_MASK_OM); + _FPU_SETCW(cw); +#endif + // --- Create the event manager and test controller + CPPUNIT_NS::TestResult controller; + + // --- Add a listener that collects test result + CPPUNIT_NS::TestResultCollector result; + controller.addListener( &result ); + + // --- Add a listener that print dots as test run. +#ifdef WIN32 + CPPUNIT_NS::TextTestProgressListener progress; +#else + CPPUNIT_NS::BriefTestProgressListener progress; +#endif + controller.addListener( &progress ); + + // --- Get the top level suite from the registry + + CPPUNIT_NS::Test *suite = + CPPUNIT_NS::TestFactoryRegistry::getRegistry().makeTest(); + + // --- Adds the test to the list of test to run + + CPPUNIT_NS::TestRunner runner; + runner.addTest( suite ); + runner.run( controller); + + // --- Print test in a compiler compatible format. + + std::ofstream testFile; + testFile.open("UnitTestsResult", std::ios::out | std::ios::trunc); + //CPPUNIT_NS::CompilerOutputter outputter( &result, std::cerr ); + CPPUNIT_NS::CompilerOutputter outputter( &result, testFile ); + outputter.write(); + + // --- Run the tests. + + bool wasSucessful = result.wasSuccessful(); + testFile.close(); + + // --- Return error code 1 if the one of test failed. + + return wasSucessful ? 0 : 1; +} + +#endif diff --git a/src/yacsloader/pmml/CMakeLists.txt b/src/yacsloader/pmml/CMakeLists.txt new file mode 100755 index 000000000..ebd32adda --- /dev/null +++ b/src/yacsloader/pmml/CMakeLists.txt @@ -0,0 +1,54 @@ +# Copyright (C) 2012-2013 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 +# 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 : InckA + +ADD_DEFINITIONS(${CPPUNIT_DEFINITIONS}) + + +INCLUDE_DIRECTORIES( + ${CPPUNIT_INCLUDE_DIRS} + ${PTHREADS_INCLUDE_DIRS} + ${CMAKE_CURRENT_SOURCE_DIR}/ + ${CMAKE_CURRENT_SOURCE_DIR}/.. + ${CMAKE_CURRENT_SOURCE_DIR}/../../bases + ${CMAKE_CURRENT_SOURCE_DIR}/../../bases/Test + ${CMAKE_CURRENT_SOURCE_DIR}/../../engine + ${CMAKE_CURRENT_SOURCE_DIR}/../../runtime + ${CMAKE_CURRENT_SOURCE_DIR}/../../pmml + ) + + +SET(TestYACSPMML_SOURCES + TestYACSPMML.cxx + YACSPMMLBasicsTest1.cxx + ) + +ADD_EXECUTABLE(TestYACSPMML ${TestYACSPMML_SOURCES}) + + +TARGET_LINK_LIBRARIES(TestYACSPMML pmmlLib + YACSloader + YACSRuntimeSALOME + YACSlibEngine + YACSBases + ${CPPUNIT_LIBRARIES} ${PLATFORM_LIBS}) + +ADD_TEST(TestYACSPMML TestYACSPMML) + +INSTALL(TARGETS TestYACSPMML DESTINATION ${SALOME_INSTALL_BINS}) diff --git a/src/yacsloader/pmml/TestYACSPMML.cxx b/src/yacsloader/pmml/TestYACSPMML.cxx new file mode 100755 index 000000000..9275142c5 --- /dev/null +++ b/src/yacsloader/pmml/TestYACSPMML.cxx @@ -0,0 +1,25 @@ +// Copyright (C) 2007-2013 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 +// 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 : InckA + +#include "YACSPMMLBasicsTest1.hxx" + +CPPUNIT_TEST_SUITE_REGISTRATION( YACSPMMLBasicsTest1 ); + +#include "BasicMainTest.hxx" diff --git a/src/yacsloader/pmml/YACSPMMLBasicsTest.hxx b/src/yacsloader/pmml/YACSPMMLBasicsTest.hxx new file mode 100755 index 000000000..0324edb22 --- /dev/null +++ b/src/yacsloader/pmml/YACSPMMLBasicsTest.hxx @@ -0,0 +1,30 @@ +// Copyright (C) 2007-2013 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 +// 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 : InckA + +#ifndef __YACSPMMLBASICSTEST_HXX__ +#define __YACSPMMLBASICSTEST_HXX__ + +#include + +class YACSPMMLBasicsTest : public CppUnit::TestFixture +{ +}; + +#endif diff --git a/src/yacsloader/pmml/YACSPMMLBasicsTest1.cxx b/src/yacsloader/pmml/YACSPMMLBasicsTest1.cxx new file mode 100755 index 000000000..0246e11ba --- /dev/null +++ b/src/yacsloader/pmml/YACSPMMLBasicsTest1.cxx @@ -0,0 +1,219 @@ +// Copyright (C) 2007-2013 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 +// 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 : InckA + + +#include "YACSPMMLBasicsTest1.hxx" +#include "PMMLlib.hxx" + +#include "yacsconfig.h" +#include "RuntimeSALOME.hxx" +#include "PythonPorts.hxx" +#include "CORBAPorts.hxx" +#include "parsers.hxx" +#include "Proc.hxx" +#include "Exception.hxx" +#include "Executor.hxx" +#include "parsers.hxx" + +#include +#include +#include +#ifdef WIN32 +#include +#define F_OK 0 +#define access _access +#else +#include +#endif + +//#define _DEVDEBUG_ +#include "YacsTrace.hxx" + +using namespace YACS::ENGINE; +using namespace YACS; +using namespace std; + +int driverTest(Proc* &p, const char* schema) +{ + DEBTRACE("+++++++++++++++++++ BEGIN test " << schema); + RuntimeSALOME::setRuntime(); + + YACSLoader loader; + Executor executor; + + try + { + p=loader.load(schema); + DEBTRACE("Proc *p = " << p); + std::ofstream f("toto"); + p->writeDot(f); + f.close(); + DEBTRACE("+++++++++++++++++++ BEGIN execution " << schema); + executor.RunW(p,0); + DEBTRACE("+++++++++++++++++++ END execution " << schema); + std::ofstream g("titi"); + p->writeDot(g); + g.close(); + DEBTRACE("+++++++++++++++++++ END test " << schema); + return 0; + } + catch (YACS::Exception& e) + { + DEBTRACE("YACS exception caught: "); + DEBTRACE(e.what()); + DEBTRACE("+++++++++++++++++++ END test in error " << schema); + return 1; + } + catch (const std::ios_base::failure&) + { + DEBTRACE("io failure"); + DEBTRACE("+++++++++++++++++++ END test in error " << schema); + return 1; + } + catch(CORBA::SystemException& ex) + { + DEBTRACE("Caught a CORBA::SystemException."); + CORBA::Any tmp; + tmp <<= ex; + CORBA::TypeCode_var tc = tmp.type(); + const char *p = tc->name(); + if ( *p != '\0' ) + { + DEBTRACE(p); + } + else + { + DEBTRACE(tc->id()); + } + DEBTRACE("+++++++++++++++++++ END test in error " << schema); + return 1; + } + catch(omniORB::fatalException& fe) + { + DEBTRACE("Caught omniORB::fatalException:" ); + DEBTRACE(" file: " << fe.file()); + DEBTRACE(" line: " << fe.line()); + DEBTRACE(" mesg: " << fe.errmsg()); + DEBTRACE("+++++++++++++++++++ END test in error " << schema); + return 1; + } + catch(...) + { + DEBTRACE("Caught unknown exception."); + DEBTRACE("+++++++++++++++++++ END test in error " << schema); + return 1; + } +} + + +void YACSPMMLBasicsTest1::setUp() +{ +#ifdef WIN32 + const char* p = std::getenv("YACS_ROOT_DIR"); + std::string strP(""); + if (p) + strP = std::string(p); + else + throw std::string("unable to get YACS_ROOT_DIR"); + resourcesDir = strP; + resourcesDir += "/share/salome/yacssamples/"; +#else + resourcesDir = getenv("YACS_ROOT_DIR"); + resourcesDir += "/share/salome/yacssamples/"; +#endif +} + +void YACSPMMLBasicsTest1::tearDown() +{ +} + + +void YACSPMMLBasicsTest1::testYACSdriverLinearRegression() +{ + std::string xmlFilename = resourcesDir + "schemaLR2.xml"; + Proc *p = 0; + int ret = driverTest(p, xmlFilename.c_str() ); + CPPUNIT_ASSERT(ret == 0); + DEBTRACE("Proc *p = " << p); + CPPUNIT_ASSERT(p != 0); + if (p) + { + YACS::ENGINE::Node* node = p->nodeMap[string("PyGetRes")]; + YACS::ENGINE::OutputPort* outputPort = node->getOutputPort(string("res")); + string str = outputPort->getAsString(); + CPPUNIT_ASSERT_EQUAL(str, string("True")); + delete p; + } +} + +void YACSPMMLBasicsTest1::testYACSdriverNeuralNetwork() +{ + std::string xmlFilename = resourcesDir + "schemaANN2.xml"; + Proc *p = 0; + int ret = driverTest(p, xmlFilename.c_str() ); + CPPUNIT_ASSERT(ret == 0); + DEBTRACE("Proc *p = " << p); + CPPUNIT_ASSERT(p != 0); + if (p) + { + YACS::ENGINE::Node* node = p->nodeMap[string("PyGetRes")]; + YACS::ENGINE::OutputPort* outputPort = node->getOutputPort(string("res")); + string str = outputPort->getAsString(); + CPPUNIT_ASSERT_EQUAL(str, string("True")); + delete p; + } +} + +void YACSPMMLBasicsTest1::testYACSdriver_LRANN() +{ + std::string xmlFilename = resourcesDir + "schemaANNLR2.xml"; + Proc *p = 0; + int ret = driverTest(p, xmlFilename.c_str() ); + CPPUNIT_ASSERT(ret == 0); + DEBTRACE("Proc *p = " << p); + CPPUNIT_ASSERT(p != 0); + if (p) + { + YACS::ENGINE::Node* node = p->nodeMap[string("PyGetRes")]; + YACS::ENGINE::OutputPort* outputPort = node->getOutputPort(string("res")); + string str = outputPort->getAsString(); + CPPUNIT_ASSERT_EQUAL(str, string("True")); + delete p; + } +} + +void YACSPMMLBasicsTest1::testYACSdriver_PmmlDoesNotExist() +{ + std::string xmlFilename = resourcesDir + "schemaPmmlDoesNotExist.xml"; + Proc *p = 0; + int ret = driverTest(p, xmlFilename.c_str() ); + CPPUNIT_ASSERT(ret == 0); + DEBTRACE("Proc *p = " << p); + CPPUNIT_ASSERT(p != 0); + if (p) + { + YACS::ENGINE::Node* node = p->nodeMap[string("PyGetRes")]; + YACS::ENGINE::OutputPort* outputPort = node->getOutputPort(string("res")); + string str = outputPort->getAsString(); + CPPUNIT_ASSERT_EQUAL(str, string("None")); + delete p; + } +} + diff --git a/src/yacsloader/pmml/YACSPMMLBasicsTest1.hxx b/src/yacsloader/pmml/YACSPMMLBasicsTest1.hxx new file mode 100755 index 000000000..9821c1f78 --- /dev/null +++ b/src/yacsloader/pmml/YACSPMMLBasicsTest1.hxx @@ -0,0 +1,56 @@ +// Copyright (C) 2007-2013 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 +// 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 : InckA + +#ifndef __YACSPMMLBASICSTEST1_HXX__ +#define __YACSPMMLBASICSTEST1_HXX__ + +#include "YACSPMMLBasicsTest.hxx" + +#include + +//classe test de YACS / PMMLlib + +class YACSPMMLBasicsTest1 : public YACSPMMLBasicsTest +{ + CPPUNIT_TEST_SUITE(YACSPMMLBasicsTest1); + + CPPUNIT_TEST( testYACSdriverLinearRegression ); + CPPUNIT_TEST( testYACSdriverNeuralNetwork ); + CPPUNIT_TEST( testYACSdriver_LRANN ); + CPPUNIT_TEST( testYACSdriver_PmmlDoesNotExist ); + + CPPUNIT_TEST_SUITE_END(); + +public: + + void setUp(); + void tearDown(); + void testYACSdriverLinearRegression(); + void testYACSdriverNeuralNetwork(); + void testYACSdriver_LRANN(); + void testYACSdriver_PmmlDoesNotExist(); + +private : + std::string resourcesDir; + +}; + + +#endif diff --git a/src/yacsloader/samples/pmml_tann_exportFunctionPMML.pmml b/src/yacsloader/samples/pmml_tann_exportFunctionPMML.pmml new file mode 100644 index 000000000..2437a0c4e --- /dev/null +++ b/src/yacsloader/samples/pmml_tann_exportFunctionPMML.pmml @@ -0,0 +1,142 @@ + + +

+ + Compilation date : 2000-01-01 +

+ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + diff --git a/src/yacsloader/samples/pmml_tann_tlr_exportFunctionPMML.pmml b/src/yacsloader/samples/pmml_tann_tlr_exportFunctionPMML.pmml new file mode 100644 index 000000000..e32c50f4f --- /dev/null +++ b/src/yacsloader/samples/pmml_tann_tlr_exportFunctionPMML.pmml @@ -0,0 +1,147 @@ + + +

+ + Compilation date : 2000-01-01 +

+ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + diff --git a/src/yacsloader/samples/pmml_tlr_exportFunctionPMML.pmml b/src/yacsloader/samples/pmml_tlr_exportFunctionPMML.pmml new file mode 100644 index 000000000..588134b32 --- /dev/null +++ b/src/yacsloader/samples/pmml_tlr_exportFunctionPMML.pmml @@ -0,0 +1,41 @@ + + +

+ + Compilation date : 2000-01-01 +

+ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + diff --git a/src/yacsloader/samples/schemaANN2.xml b/src/yacsloader/samples/schemaANN2.xml new file mode 100644 index 000000000..27551ccf9 --- /dev/null +++ b/src/yacsloader/samples/schemaANN2.xml @@ -0,0 +1,412 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + PyFuncExec PyValidate + + PyFuncExec output + PyValidate output + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + ForEachLoop_int6 PyGetRes + PyInitInputs PyBuildLoopIndex + PyInitInputs PyInitRefOutputs + PyInitRefOutputs PyBuildLoopIndex + PyInitRefOutputs PyEpsilon + PyBuildLoopIndex ForEachLoop_int6 + PyEpsilon PyBuildLoopIndex + PyLoadPMML0 ForEachLoop_int6 + PyGetPmmlFile PyLoadPMML0 + + ForEachLoop_int6 evalSamples + ForEachLoop_int6.Bloc8.PyFuncExec i + + + ForEachLoop_int6 evalSamples + ForEachLoop_int6.Bloc8.PyValidate i + + + PyInitInputs inputs + ForEachLoop_int6.Bloc8.PyFuncExec inputs + + + PyInitInputs inputs + PyBuildLoopIndex inVal + + + PyInitRefOutputs refOutputs + PyBuildLoopIndex outVal + + + PyInitRefOutputs refOutputs + ForEachLoop_int6.Bloc8.PyValidate refOutputs + + + PyBuildLoopIndex indexes + ForEachLoop_int6 SmplsCollection + + + PyEpsilon epsilon + ForEachLoop_int6.Bloc8.PyValidate epsilon + + + PyLoadPMML0 pyFunc + ForEachLoop_int6.Bloc8.PyFuncExec pyFunc + + + PyGetPmmlFile filepath + PyLoadPMML0 filename + + + ForEachLoop_int6.Bloc8.PyValidate ret + PyGetRes retVec + + + PyLoadPMML0filename + pmml_tann_exportFunctionPMML.pmml + + + PyLoadPMML0modelname + ANNModel + + + PyLoadPMML0pmmltype + kANN + + + ForEachLoop_int6nbBranches + 1 + + + PyGetPmmlFilefilename + pmml_tann_exportFunctionPMML.pmml + + + + + + + + + + + + + + diff --git a/src/yacsloader/samples/schemaANNLR2.xml b/src/yacsloader/samples/schemaANNLR2.xml new file mode 100644 index 000000000..1fdcf33bd --- /dev/null +++ b/src/yacsloader/samples/schemaANNLR2.xml @@ -0,0 +1,569 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + PyFuncExec PyValidate + + PyFuncExec outputLR + PyValidate outputLR + + + PyFuncExec outputANN + PyValidate outputANN + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + ForEachLoop_int6 PyGetRes + PyLoadPMML_LR PyLoadPMML_ANN + PyLoadPMML_ANN PyInitInputs0 + PyInitInputs0 PyInitRefOutputs_ANN + PyInitRefOutputs_ANN PyInitRefOutputs_LR + PyInitRefOutputs_LR PyEpsilon + PyEpsilon PyBuildLoopIndex0 + PyBuildLoopIndex0 ForEachLoop_int6 + PyGetPmmlFile PyLoadPMML_LR + PyGetPmmlFile PyLoadPMML_ANN + + ForEachLoop_int6 evalSamples + ForEachLoop_int6.Bloc8.PyValidate i + + + ForEachLoop_int6 evalSamples + ForEachLoop_int6.Bloc8.PyFuncExec i + + + PyLoadPMML_LR pyFunc + ForEachLoop_int6.Bloc8.PyFuncExec pyFuncLR + + + PyLoadPMML_ANN pyFunc + ForEachLoop_int6.Bloc8.PyFuncExec pyFuncANN + + + PyInitInputs0 inputs + ForEachLoop_int6.Bloc8.PyFuncExec inputs + + + PyInitInputs0 inputs + PyBuildLoopIndex0 inVal + + + PyInitRefOutputs_ANN refOutputs_ANN + PyBuildLoopIndex0 outVal_ANN + + + PyInitRefOutputs_ANN refOutputs_ANN + ForEachLoop_int6.Bloc8.PyValidate refOutputsANN + + + PyInitRefOutputs_LR refOutputs_LR + ForEachLoop_int6.Bloc8.PyValidate refOutputsLR + + + PyInitRefOutputs_LR refOutputs_LR + PyBuildLoopIndex0 outVal_LR + + + PyEpsilon epsilon + ForEachLoop_int6.Bloc8.PyValidate epsilon + + + PyBuildLoopIndex0 indexes + ForEachLoop_int6 SmplsCollection + + + PyGetPmmlFile filepath + PyLoadPMML_LR filename + + + PyGetPmmlFile filepath + PyLoadPMML_ANN filename + + + ForEachLoop_int6.Bloc8.PyValidate ret + PyGetRes retVec + + + PyGetPmmlFilefilename + pmml_tann_tlr_exportFunctionPMML.pmml + + + ForEachLoop_int6nbBranches + 1 + + + PyLoadPMML_LRfilename + pmml_tann_tlr_exportFunctionPMML.pmml + + + PyLoadPMML_LRmodelname + LRModel + + + PyLoadPMML_LRpmmltype + kLR + + + PyLoadPMML_ANNfilename + pmml_tann_tlr_exportFunctionPMML.pmml + + + PyLoadPMML_ANNmodelname + ANNModel + + + PyLoadPMML_ANNpmmltype + kANN + + + + + + + + + + + + + + + + diff --git a/src/yacsloader/samples/schemaLR2.xml b/src/yacsloader/samples/schemaLR2.xml new file mode 100644 index 000000000..bf78b6031 --- /dev/null +++ b/src/yacsloader/samples/schemaLR2.xml @@ -0,0 +1,414 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + PyFuncExec PyValidate + + PyFuncExec output + PyValidate output + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + ForEachLoop_int6 PyGetRes + PyInitInputs PyBuildLoopIndex + PyInitInputs PyInitRefOutputs + PyInitRefOutputs PyBuildLoopIndex + PyInitRefOutputs PyEpsilon + PyBuildLoopIndex ForEachLoop_int6 + PyEpsilon PyBuildLoopIndex + PyLoadPMML0 ForEachLoop_int6 + PyGetPmmlFile PyLoadPMML0 + + ForEachLoop_int6 evalSamples + ForEachLoop_int6.Bloc8.PyValidate i + + + ForEachLoop_int6 evalSamples + ForEachLoop_int6.Bloc8.PyFuncExec i + + + PyInitInputs inputs + PyBuildLoopIndex inVal + + + PyInitInputs inputs + ForEachLoop_int6.Bloc8.PyFuncExec inputs + + + PyInitRefOutputs refOutputs + ForEachLoop_int6.Bloc8.PyValidate refOutputs + + + PyInitRefOutputs refOutputs + PyBuildLoopIndex outVal + + + PyBuildLoopIndex indexes + ForEachLoop_int6 SmplsCollection + + + PyEpsilon epsilon + ForEachLoop_int6.Bloc8.PyValidate epsilon + + + PyLoadPMML0 pyFunc + ForEachLoop_int6.Bloc8.PyFuncExec pyFunc + + + PyGetPmmlFile filepath + PyLoadPMML0 filename + + + ForEachLoop_int6.Bloc8.PyValidate ret + PyGetRes retVec + + + PyGetPmmlFilefilename + pmml_tlr_exportFunctionPMML.pmml + + + ForEachLoop_int6nbBranches + 1 + + + PyLoadPMML0filename + pmml_tann_exportFunctionPMML.pmml + + + PyLoadPMML0modelname + LRModel + + + PyLoadPMML0pmmltype + kLR + + + + + + + + + + + + + + diff --git a/src/yacsloader/samples/schemaPmmlDoesNotExist.xml b/src/yacsloader/samples/schemaPmmlDoesNotExist.xml new file mode 100644 index 000000000..33da8c7ed --- /dev/null +++ b/src/yacsloader/samples/schemaPmmlDoesNotExist.xml @@ -0,0 +1,411 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + PyFuncExec PyValidate + + PyFuncExec output + PyValidate output + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + ForEachLoop_int6 PyGetRes + PyInitInputs PyBuildLoopIndex + PyInitInputs PyInitRefOutputs + PyInitRefOutputs PyBuildLoopIndex + PyInitRefOutputs PyEpsilon + PyBuildLoopIndex ForEachLoop_int6 + PyEpsilon PyBuildLoopIndex + PyLoadPMML0 ForEachLoop_int6 + PyGetPmmlFile PyLoadPMML0 + + ForEachLoop_int6 evalSamples + ForEachLoop_int6.Bloc8.PyValidate i + + + ForEachLoop_int6 evalSamples + ForEachLoop_int6.Bloc8.PyFuncExec i + + + PyInitInputs inputs + ForEachLoop_int6.Bloc8.PyFuncExec inputs + + + PyInitInputs inputs + PyBuildLoopIndex inVal + + + PyInitRefOutputs refOutputs + PyBuildLoopIndex outVal + + + PyInitRefOutputs refOutputs + ForEachLoop_int6.Bloc8.PyValidate refOutputs + + + PyBuildLoopIndex indexes + ForEachLoop_int6 SmplsCollection + + + PyEpsilon epsilon + ForEachLoop_int6.Bloc8.PyValidate epsilon + + + PyLoadPMML0 pyFunc + ForEachLoop_int6.Bloc8.PyFuncExec pyFunc + + + PyGetPmmlFile filepath + PyLoadPMML0 filename + + + ForEachLoop_int6.Bloc8.PyValidate ret + PyGetRes retVec + + + ForEachLoop_int6nbBranches + 1 + + + PyLoadPMML0filename + pmml_tann_exportFunctionPMML.pmml + + + PyLoadPMML0modelname + ANNModel + + + PyLoadPMML0pmmltype + kANN + + + PyGetPmmlFilefilename + pmml0.pmml + + + + + + + + + + + + + + -- 2.30.2