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authorJohannes 'josch' Schauer <josch@mister-muffin.de>2020-10-23 08:27:38 +0200
committerJohannes 'josch' Schauer <josch@mister-muffin.de>2020-10-23 08:27:38 +0200
commit3b91637afd9716881bec3a34c3ace369c82ef61c (patch)
tree2445bd2a7aadd1fd90bc76e5ab7491a8403d6f75 /fuzzylite
parent2b00fcb77bb6e7b769ee34a114679838e00156d1 (diff)
New upstream version 6.0+dfsg
Diffstat (limited to 'fuzzylite')
-rw-r--r--fuzzylite/CMakeLists.txt301
-rw-r--r--fuzzylite/FL_HEADERS111
-rw-r--r--fuzzylite/FL_SOURCES102
-rw-r--r--fuzzylite/FL_TESTS16
-rw-r--r--fuzzylite/build.bat122
-rwxr-xr-xfuzzylite/build.sh98
-rw-r--r--fuzzylite/fl/Benchmark.h400
-rw-r--r--fuzzylite/fl/Complexity.h297
-rw-r--r--fuzzylite/fl/Console.h155
-rw-r--r--fuzzylite/fl/Engine.h478
-rw-r--r--fuzzylite/fl/Exception.h140
-rw-r--r--fuzzylite/fl/Headers.h148
-rw-r--r--fuzzylite/fl/Operation.h1069
-rw-r--r--fuzzylite/fl/activation/Activation.h95
-rw-r--r--fuzzylite/fl/activation/First.h104
-rw-r--r--fuzzylite/fl/activation/General.h73
-rw-r--r--fuzzylite/fl/activation/Highest.h86
-rw-r--r--fuzzylite/fl/activation/Last.h103
-rw-r--r--fuzzylite/fl/activation/Lowest.h87
-rw-r--r--fuzzylite/fl/activation/Proportional.h71
-rw-r--r--fuzzylite/fl/activation/Threshold.h183
-rw-r--r--fuzzylite/fl/defuzzifier/Bisector.h64
-rw-r--r--fuzzylite/fl/defuzzifier/Centroid.h63
-rw-r--r--fuzzylite/fl/defuzzifier/Defuzzifier.h76
-rw-r--r--fuzzylite/fl/defuzzifier/IntegralDefuzzifier.h73
-rw-r--r--fuzzylite/fl/defuzzifier/LargestOfMaximum.h67
-rw-r--r--fuzzylite/fl/defuzzifier/MeanOfMaximum.h67
-rw-r--r--fuzzylite/fl/defuzzifier/SmallestOfMaximum.h67
-rw-r--r--fuzzylite/fl/defuzzifier/WeightedAverage.h71
-rw-r--r--fuzzylite/fl/defuzzifier/WeightedAverageCustom.h77
-rw-r--r--fuzzylite/fl/defuzzifier/WeightedDefuzzifier.h90
-rw-r--r--fuzzylite/fl/defuzzifier/WeightedSum.h71
-rw-r--r--fuzzylite/fl/defuzzifier/WeightedSumCustom.h78
-rw-r--r--fuzzylite/fl/factory/ActivationFactory.h46
-rw-r--r--fuzzylite/fl/factory/CloningFactory.h226
-rw-r--r--fuzzylite/fl/factory/ConstructionFactory.h202
-rw-r--r--fuzzylite/fl/factory/DefuzzifierFactory.h75
-rw-r--r--fuzzylite/fl/factory/FactoryManager.h154
-rw-r--r--fuzzylite/fl/factory/FunctionFactory.h61
-rw-r--r--fuzzylite/fl/factory/HedgeFactory.h44
-rw-r--r--fuzzylite/fl/factory/SNormFactory.h44
-rw-r--r--fuzzylite/fl/factory/TNormFactory.h44
-rw-r--r--fuzzylite/fl/factory/TermFactory.h45
-rw-r--r--fuzzylite/fl/fuzzylite.h427
-rw-r--r--fuzzylite/fl/hedge/Any.h60
-rw-r--r--fuzzylite/fl/hedge/Extremely.h55
-rw-r--r--fuzzylite/fl/hedge/Hedge.h77
-rw-r--r--fuzzylite/fl/hedge/HedgeFunction.h82
-rw-r--r--fuzzylite/fl/hedge/Not.h51
-rw-r--r--fuzzylite/fl/hedge/Seldom.h56
-rw-r--r--fuzzylite/fl/hedge/Somewhat.h52
-rw-r--r--fuzzylite/fl/hedge/Very.h50
-rw-r--r--fuzzylite/fl/imex/CppExporter.h161
-rw-r--r--fuzzylite/fl/imex/Exporter.h74
-rw-r--r--fuzzylite/fl/imex/FclExporter.h105
-rw-r--r--fuzzylite/fl/imex/FclImporter.h74
-rw-r--r--fuzzylite/fl/imex/FisExporter.h121
-rw-r--r--fuzzylite/fl/imex/FisImporter.h80
-rw-r--r--fuzzylite/fl/imex/FldExporter.h248
-rw-r--r--fuzzylite/fl/imex/FllExporter.h168
-rw-r--r--fuzzylite/fl/imex/FllImporter.h91
-rw-r--r--fuzzylite/fl/imex/Importer.h71
-rw-r--r--fuzzylite/fl/imex/JavaExporter.h152
-rw-r--r--fuzzylite/fl/imex/RScriptExporter.h246
-rw-r--r--fuzzylite/fl/norm/Norm.h75
-rw-r--r--fuzzylite/fl/norm/SNorm.h51
-rw-r--r--fuzzylite/fl/norm/TNorm.h50
-rw-r--r--fuzzylite/fl/norm/s/AlgebraicSum.h53
-rw-r--r--fuzzylite/fl/norm/s/BoundedSum.h54
-rw-r--r--fuzzylite/fl/norm/s/DrasticSum.h55
-rw-r--r--fuzzylite/fl/norm/s/EinsteinSum.h52
-rw-r--r--fuzzylite/fl/norm/s/HamacherSum.h52
-rw-r--r--fuzzylite/fl/norm/s/Maximum.h51
-rw-r--r--fuzzylite/fl/norm/s/NilpotentMaximum.h56
-rw-r--r--fuzzylite/fl/norm/s/NormalizedSum.h52
-rw-r--r--fuzzylite/fl/norm/s/SNormFunction.h81
-rw-r--r--fuzzylite/fl/norm/s/UnboundedSum.h52
-rw-r--r--fuzzylite/fl/norm/t/AlgebraicProduct.h52
-rw-r--r--fuzzylite/fl/norm/t/BoundedDifference.h52
-rw-r--r--fuzzylite/fl/norm/t/DrasticProduct.h55
-rw-r--r--fuzzylite/fl/norm/t/EinsteinProduct.h52
-rw-r--r--fuzzylite/fl/norm/t/HamacherProduct.h52
-rw-r--r--fuzzylite/fl/norm/t/Minimum.h51
-rw-r--r--fuzzylite/fl/norm/t/NilpotentMinimum.h55
-rw-r--r--fuzzylite/fl/norm/t/TNormFunction.h81
-rw-r--r--fuzzylite/fl/rule/Antecedent.h185
-rw-r--r--fuzzylite/fl/rule/Consequent.h138
-rw-r--r--fuzzylite/fl/rule/Expression.h133
-rw-r--r--fuzzylite/fl/rule/Rule.h305
-rw-r--r--fuzzylite/fl/rule/RuleBlock.h233
-rw-r--r--fuzzylite/fl/term/Activated.h107
-rw-r--r--fuzzylite/fl/term/Aggregated.h212
-rw-r--r--fuzzylite/fl/term/Bell.h114
-rw-r--r--fuzzylite/fl/term/Binary.h132
-rw-r--r--fuzzylite/fl/term/Concave.h110
-rw-r--r--fuzzylite/fl/term/Constant.h81
-rw-r--r--fuzzylite/fl/term/Cosine.h101
-rw-r--r--fuzzylite/fl/term/Discrete.h280
-rw-r--r--fuzzylite/fl/term/Function.h399
-rw-r--r--fuzzylite/fl/term/Gaussian.h99
-rw-r--r--fuzzylite/fl/term/GaussianProduct.h138
-rw-r--r--fuzzylite/fl/term/Linear.h179
-rw-r--r--fuzzylite/fl/term/PiShape.h137
-rw-r--r--fuzzylite/fl/term/Ramp.h135
-rw-r--r--fuzzylite/fl/term/Rectangle.h102
-rw-r--r--fuzzylite/fl/term/SShape.h109
-rw-r--r--fuzzylite/fl/term/Sigmoid.h120
-rw-r--r--fuzzylite/fl/term/SigmoidDifference.h131
-rw-r--r--fuzzylite/fl/term/SigmoidProduct.h132
-rw-r--r--fuzzylite/fl/term/Spike.h98
-rw-r--r--fuzzylite/fl/term/Term.h165
-rw-r--r--fuzzylite/fl/term/Trapezoid.h129
-rw-r--r--fuzzylite/fl/term/Triangle.h118
-rw-r--r--fuzzylite/fl/term/ZShape.h111
-rw-r--r--fuzzylite/fl/variable/InputVariable.h60
-rw-r--r--fuzzylite/fl/variable/OutputVariable.h226
-rw-r--r--fuzzylite/fl/variable/Variable.h298
-rw-r--r--fuzzylite/fuzzylite.139
-rw-r--r--fuzzylite/fuzzylite.pc.in10
-rw-r--r--fuzzylite/src/Benchmark.cpp460
-rw-r--r--fuzzylite/src/Complexity.cpp283
-rw-r--r--fuzzylite/src/Console.cpp1023
-rw-r--r--fuzzylite/src/Engine.cpp716
-rw-r--r--fuzzylite/src/Exception.cpp184
-rw-r--r--fuzzylite/src/activation/First.cpp122
-rw-r--r--fuzzylite/src/activation/General.cpp77
-rw-r--r--fuzzylite/src/activation/Highest.cpp120
-rw-r--r--fuzzylite/src/activation/Last.cpp121
-rw-r--r--fuzzylite/src/activation/Lowest.cpp122
-rw-r--r--fuzzylite/src/activation/Proportional.cpp91
-rw-r--r--fuzzylite/src/activation/Threshold.cpp170
-rw-r--r--fuzzylite/src/defuzzifier/Bisector.cpp68
-rw-r--r--fuzzylite/src/defuzzifier/Centroid.cpp68
-rw-r--r--fuzzylite/src/defuzzifier/IntegralDefuzzifier.cpp44
-rw-r--r--fuzzylite/src/defuzzifier/LargestOfMaximum.cpp65
-rw-r--r--fuzzylite/src/defuzzifier/MeanOfMaximum.cpp77
-rw-r--r--fuzzylite/src/defuzzifier/SmallestOfMaximum.cpp65
-rw-r--r--fuzzylite/src/defuzzifier/WeightedAverage.cpp100
-rw-r--r--fuzzylite/src/defuzzifier/WeightedAverageCustom.cpp117
-rw-r--r--fuzzylite/src/defuzzifier/WeightedDefuzzifier.cpp76
-rw-r--r--fuzzylite/src/defuzzifier/WeightedSum.cpp97
-rw-r--r--fuzzylite/src/defuzzifier/WeightedSumCustom.cpp112
-rw-r--r--fuzzylite/src/factory/ActivationFactory.cpp42
-rw-r--r--fuzzylite/src/factory/DefuzzifierFactory.cpp73
-rw-r--r--fuzzylite/src/factory/FactoryManager.cpp129
-rw-r--r--fuzzylite/src/factory/FunctionFactory.cpp169
-rw-r--r--fuzzylite/src/factory/HedgeFactory.cpp40
-rw-r--r--fuzzylite/src/factory/SNormFactory.cpp46
-rw-r--r--fuzzylite/src/factory/TNormFactory.cpp42
-rw-r--r--fuzzylite/src/factory/TermFactory.cpp70
-rw-r--r--fuzzylite/src/fuzzylite.cpp53
-rw-r--r--fuzzylite/src/hedge/Any.cpp47
-rw-r--r--fuzzylite/src/hedge/Extremely.cpp46
-rw-r--r--fuzzylite/src/hedge/HedgeFunction.cpp63
-rw-r--r--fuzzylite/src/hedge/Not.cpp41
-rw-r--r--fuzzylite/src/hedge/Seldom.cpp45
-rw-r--r--fuzzylite/src/hedge/Somewhat.cpp41
-rw-r--r--fuzzylite/src/hedge/Very.cpp41
-rw-r--r--fuzzylite/src/imex/CppExporter.cpp267
-rw-r--r--fuzzylite/src/imex/Exporter.cpp37
-rw-r--r--fuzzylite/src/imex/FclExporter.cpp200
-rw-r--r--fuzzylite/src/imex/FclImporter.cpp587
-rw-r--r--fuzzylite/src/imex/FisExporter.cpp423
-rw-r--r--fuzzylite/src/imex/FisImporter.cpp484
-rw-r--r--fuzzylite/src/imex/FldExporter.cpp312
-rw-r--r--fuzzylite/src/imex/FllExporter.cpp210
-rw-r--r--fuzzylite/src/imex/FllImporter.cpp316
-rw-r--r--fuzzylite/src/imex/Importer.cpp42
-rw-r--r--fuzzylite/src/imex/JavaExporter.cpp251
-rw-r--r--fuzzylite/src/imex/RScriptExporter.cpp234
-rw-r--r--fuzzylite/src/main.cpp50
-rw-r--r--fuzzylite/src/norm/s/AlgebraicSum.cpp41
-rw-r--r--fuzzylite/src/norm/s/BoundedSum.cpp43
-rw-r--r--fuzzylite/src/norm/s/DrasticSum.cpp46
-rw-r--r--fuzzylite/src/norm/s/EinsteinSum.cpp41
-rw-r--r--fuzzylite/src/norm/s/HamacherSum.cpp44
-rw-r--r--fuzzylite/src/norm/s/Maximum.cpp43
-rw-r--r--fuzzylite/src/norm/s/NilpotentMaximum.cpp46
-rw-r--r--fuzzylite/src/norm/s/NormalizedSum.cpp43
-rw-r--r--fuzzylite/src/norm/s/SNormFunction.cpp65
-rw-r--r--fuzzylite/src/norm/s/UnboundedSum.cpp43
-rw-r--r--fuzzylite/src/norm/t/AlgebraicProduct.cpp41
-rw-r--r--fuzzylite/src/norm/t/BoundedDifference.cpp43
-rw-r--r--fuzzylite/src/norm/t/DrasticProduct.cpp46
-rw-r--r--fuzzylite/src/norm/t/EinsteinProduct.cpp41
-rw-r--r--fuzzylite/src/norm/t/HamacherProduct.cpp44
-rw-r--r--fuzzylite/src/norm/t/Minimum.cpp44
-rw-r--r--fuzzylite/src/norm/t/NilpotentMinimum.cpp47
-rw-r--r--fuzzylite/src/norm/t/TNormFunction.cpp66
-rw-r--r--fuzzylite/src/rule/Antecedent.cpp447
-rw-r--r--fuzzylite/src/rule/Consequent.cpp244
-rw-r--r--fuzzylite/src/rule/Expression.cpp83
-rw-r--r--fuzzylite/src/rule/Rule.cpp264
-rw-r--r--fuzzylite/src/rule/RuleBlock.cpp227
-rw-r--r--fuzzylite/src/term/Activated.cpp110
-rw-r--r--fuzzylite/src/term/Aggregated.cpp247
-rw-r--r--fuzzylite/src/term/Bell.cpp93
-rw-r--r--fuzzylite/src/term/Binary.cpp96
-rw-r--r--fuzzylite/src/term/Concave.cpp107
-rw-r--r--fuzzylite/src/term/Constant.cpp64
-rw-r--r--fuzzylite/src/term/Cosine.cpp89
-rw-r--r--fuzzylite/src/term/Discrete.cpp230
-rw-r--r--fuzzylite/src/term/Function.cpp578
-rw-r--r--fuzzylite/src/term/Gaussian.cpp86
-rw-r--r--fuzzylite/src/term/GaussianProduct.cpp117
-rw-r--r--fuzzylite/src/term/Linear.cpp115
-rw-r--r--fuzzylite/src/term/PiShape.cpp123
-rw-r--r--fuzzylite/src/term/Ramp.cpp119
-rw-r--r--fuzzylite/src/term/Rectangle.cpp87
-rw-r--r--fuzzylite/src/term/SShape.cpp116
-rw-r--r--fuzzylite/src/term/Sigmoid.cpp124
-rw-r--r--fuzzylite/src/term/SigmoidDifference.cpp108
-rw-r--r--fuzzylite/src/term/SigmoidProduct.cpp107
-rw-r--r--fuzzylite/src/term/Spike.cpp84
-rw-r--r--fuzzylite/src/term/Term.cpp65
-rw-r--r--fuzzylite/src/term/Trapezoid.cpp128
-rw-r--r--fuzzylite/src/term/Triangle.cpp113
-rw-r--r--fuzzylite/src/term/ZShape.cpp116
-rw-r--r--fuzzylite/src/variable/InputVariable.cpp44
-rw-r--r--fuzzylite/src/variable/OutputVariable.cpp226
-rw-r--r--fuzzylite/src/variable/Variable.cpp295
-rw-r--r--fuzzylite/test/BenchmarkTest.cpp131
-rw-r--r--fuzzylite/test/Catch.License23
-rw-r--r--fuzzylite/test/MainTest.cpp34
-rw-r--r--fuzzylite/test/QuickTest.cpp128
-rw-r--r--fuzzylite/test/activation/ThresholdTest.cpp65
-rw-r--r--fuzzylite/test/catch.hpp11282
-rw-r--r--fuzzylite/test/hedge/HedgeFunctionTest.cpp141
-rw-r--r--fuzzylite/test/imex/FldExporterTest.cpp45
-rw-r--r--fuzzylite/test/imex/FllImporterTest.cpp56
-rw-r--r--fuzzylite/test/imex/RScriptExporterTest.cpp103
-rw-r--r--fuzzylite/test/norm/NormFunctionTest.cpp202
-rw-r--r--fuzzylite/test/term/AggregatedTest.cpp52
-rw-r--r--fuzzylite/test/term/DiscreteTest.cpp125
-rw-r--r--fuzzylite/test/term/FunctionTest.cpp115
-rw-r--r--fuzzylite/test/term/TrapezoidTest.cpp53
-rw-r--r--fuzzylite/test/term/TriangleTest.cpp66
-rw-r--r--fuzzylite/test/variable/VariableTest.cpp74
238 files changed, 42148 insertions, 0 deletions
diff --git a/fuzzylite/CMakeLists.txt b/fuzzylite/CMakeLists.txt
new file mode 100644
index 0000000..28435e2
--- /dev/null
+++ b/fuzzylite/CMakeLists.txt
@@ -0,0 +1,301 @@
+cmake_minimum_required(VERSION 2.8.8)
+
+if (APPLE)
+ set(CMAKE_OSX_DEPLOYMENT_TARGET 10.9)
+endif()
+
+project(fuzzylite CXX)
+
+
+if (APPLE)
+ cmake_policy(SET CMP0042 NEW)
+endif()
+if (MSVC)
+ cmake_policy(SET CMP0054 NEW)
+endif()
+
+
+###DEFINES SECTION
+if(NOT CMAKE_VERBOSE_MAKEFILE)
+ set(CMAKE_VERBOSE_MAKEFILE false)
+endif()
+
+if( NOT CMAKE_BUILD_TYPE )
+ set( CMAKE_BUILD_TYPE Release CACHE STRING "Choose the type of build, options are: None Debug Release RelWithDebInfo MinSizeRel." FORCE )
+endif()
+
+add_definitions(-DFL_BUILD_PATH="${CMAKE_SOURCE_DIR}") #used to determine FL__FILE__
+
+option(FL_BUILD_SHARED "Build shared library" ON)
+option(FL_BUILD_STATIC "Build static library" ON)
+if(FL_BUILD_SHARED)
+ option(FL_BUILD_BINARY "Build fuzzylite binary" ON)
+endif()
+
+option(FL_CPP98 "Builds utilizing C++98, i.e., passing -std=c++98" OFF)
+option(FL_USE_FLOAT "Use fl::scalar as float" OFF)
+option(FL_BACKTRACE "Provide backtrace information in case of errors" ON)
+
+option(FL_BUILD_TESTS "Builds the unit tests" ON)
+
+if(FL_USE_FLOAT)
+ add_definitions(-DFL_USE_FLOAT)
+endif(FL_USE_FLOAT)
+
+if(FL_BACKTRACE)
+ add_definitions(-DFL_BACKTRACE)
+endif()
+
+if (MSVC AND CMAKE_CXX_COMPILER_VERSION VERSION_LESS 19)
+#C++11 not available before Visual Studio 2015
+ if (NOT FL_CPP98)
+ set(FL_CPP98 ON)
+ endif()
+endif()
+
+if(FL_CPP98)
+ add_definitions(-DFL_CPP98)
+ if(NOT MSVC)
+ #Set C++98 by default in Clang and others
+ add_definitions(-std=c++98)
+ endif()
+else()
+ if(NOT MSVC)
+ #Set C++11 by default in Clang and others
+ add_definitions(-std=c++11)
+ endif()
+endif(FL_CPP98)
+
+#Put all binaries in same location
+set(CMAKE_ARCHIVE_OUTPUT_DIRECTORY bin)
+set(CMAKE_LIBRARY_OUTPUT_DIRECTORY bin)
+set(CMAKE_RUNTIME_OUTPUT_DIRECTORY bin)
+
+if(NOT MSVC)
+#TODO: Remove -Werror before release.
+#Add Unix compilation flags
+ set(CMAKE_CXX_FLAGS "-pedantic -Wall -Wextra -Werror ${CMAKE_CXX_FLAGS}")
+
+ set(CMAKE_CXX_FLAGS_DEBUG "${CMAKE_CXX_FLAGS_DEBUG}")
+ set(CMAKE_CXX_FLAGS_RELEASE "${CMAKE_CXX_FLAGS_RELEASE}")
+
+ if(NOT APPLE)
+ set(CMAKE_SHARED_LINKER_FLAGS "-Wl,--no-undefined ${CMAKE_SHARED_LINKER_FLAGS}") #To avoid undefined methods in library
+ endif()
+endif()
+
+if ("${CMAKE_CXX_COMPILER_ID}" STREQUAL "Clang")
+#Address fl::null errors of literal null conversion
+ set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -Wno-non-literal-null-conversion")
+endif()
+
+
+if ("${CMAKE_CXX_COMPILER_ID}" STREQUAL "GNU")
+ if (CMAKE_CXX_COMPILER_VERSION VERSION_EQUAL 6)
+ #In GNU gcc v6, the default is C++11
+ if (FL_CPP98)
+ #set the default to C++98
+ #Fix error: 'template<class> class std::auto_ptr' is deprecated with gcc-6
+ set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -std=gnu++98")
+ endif()
+ endif()
+ #In GNU gcc 4.7, Op::str(T, std::size_t(0)) raises a warning of type-limits
+ if (CMAKE_CXX_COMPILER_VERSION VERSION_LESS 4.8)
+ set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -Wno-type-limits")
+ endif()
+endif()
+
+
+set(FL_LIBS)
+
+if(MSVC)
+#Set compilation flags in Windows
+ set(CMAKE_CXX_FLAGS "/W4 /EHsc")
+ #Wx: Treat warnings as errors. W4: All warnings
+ #http://msdn.microsoft.com/en-us/library/thxezb7y.aspx
+ #EHsc: call destructors on __try __catch, and to ignore C4530: C++ exception handler used. Note, unwind semantics are not enabled
+ #Add Backtrace library
+ if (FL_BACKTRACE)
+ set(FL_LIBS dbghelp)
+ endif()
+endif()
+
+
+if(APPLE)
+#Fix ld: symbol(s) not found for architecture x86_64 on mac
+ set(FL_LIBS stdc++)
+endif()
+
+
+###BUILD SECTION
+
+include_directories(.)
+
+file(STRINGS FL_HEADERS fl-headers)
+file(STRINGS FL_SOURCES fl-sources)
+file(STRINGS FL_TESTS fl-tests)
+
+string(REGEX REPLACE "\n" " " ${fl-headers} ${fl-headers})
+string(REGEX REPLACE "\n" " " ${fl-sources} ${fl-sources})
+string(REGEX REPLACE "\n" " " ${fl-tests} ${fl-tests})
+
+message("${exepath}")
+
+
+set(CMAKE_DEBUG_POSTFIX debug)
+
+if (MSVC OR CMAKE_GENERATOR STREQUAL Xcode)
+ if(FL_BUILD_SHARED)
+ add_library(fl-shared SHARED ${fl-headers} ${fl-sources})
+ endif()
+
+ if(FL_BUILD_STATIC)
+ add_library(fl-static STATIC ${fl-headers} ${fl-sources})
+ endif()
+else()
+ if(FL_BUILD_SHARED OR FL_BUILD_STATIC)
+ add_library(fl-obj OBJECT ${fl-headers} ${fl-sources})
+ if(NOT MINGW)
+ set_target_properties(fl-obj PROPERTIES COMPILE_FLAGS "-fPIC")
+ endif()
+ endif()
+
+ if(FL_BUILD_SHARED)
+ add_library(fl-shared SHARED $<TARGET_OBJECTS:fl-obj>)
+ endif(FL_BUILD_SHARED)
+
+ if(FL_BUILD_STATIC)
+ add_library(fl-static STATIC $<TARGET_OBJECTS:fl-obj>)
+ endif(FL_BUILD_STATIC)
+endif()
+
+if(FL_BUILD_SHARED)
+ set_target_properties(fl-shared PROPERTIES OUTPUT_NAME fuzzylite)
+ set_target_properties(fl-shared PROPERTIES DEBUG_POSTFIX -debug)
+ target_compile_definitions(fl-shared PRIVATE FL_EXPORT_LIBRARY)
+ set_target_properties(fl-shared PROPERTIES VERSION 6.0)
+ target_link_libraries(fl-shared ${FL_LIBS})
+endif()
+
+if(FL_BUILD_STATIC)
+ set_target_properties(fl-static PROPERTIES OUTPUT_NAME fuzzylite-static)
+ set_target_properties(fl-static PROPERTIES DEBUG_POSTFIX -debug)
+ set_target_properties(fl-static PROPERTIES VERSION 6.0)
+ target_link_libraries(fl-static ${FL_LIBS})
+endif()
+
+if(FL_BUILD_BINARY)
+ add_executable(fl-bin src/main.cpp)
+ set_target_properties(fl-bin PROPERTIES OUTPUT_NAME fuzzylite)
+ set_target_properties(fl-bin PROPERTIES OUTPUT_NAME fuzzylite IMPORT_PREFIX tmp-) #To prevent LNK1149 in Windows
+ set_target_properties(fl-bin PROPERTIES DEBUG_POSTFIX -debug)
+ target_compile_definitions(fl-bin PRIVATE FL_IMPORT_LIBRARY) #if building with fl-shared
+ target_link_libraries(fl-bin fl-shared ${FL_LIBS})
+endif(FL_BUILD_BINARY)
+
+if(FL_BUILD_TESTS)
+ add_executable(fl-test ${fl-headers} ${fl-tests})
+ set_target_properties(fl-test PROPERTIES OUTPUT_NAME fuzzylite-tests)
+ set_target_properties(fl-test PROPERTIES OUTPUT_NAME fuzzylite-tests IMPORT_PREFIX tmp-) #To prevent LNK1149 in Windows
+ set_target_properties(fl-test PROPERTIES DEBUG_POSTFIX -debug)
+
+ target_compile_definitions(fl-test PRIVATE FL_IMPORT_LIBRARY)
+ if (FL_CPP98)
+ target_compile_definitions(fl-test PRIVATE CATCH_CONFIG_NO_CPP11)
+ endif()
+
+ if ("${CMAKE_CXX_COMPILER_ID}" STREQUAL "GNU")
+ #Ignore QuickTest macro expansion comparison: CHECK(xstr(4+10) == "4+10")
+ target_compile_options(fl-test PRIVATE -Wno-address)
+ endif()
+ if (MSVC)
+ target_compile_options(fl-test PRIVATE /wd4130)
+ endif()
+
+ target_link_libraries(fl-test fl-shared ${FL_LIBS})
+
+ enable_testing()
+ add_test(NAME RunTests COMMAND fl-test)
+# add_test(NAME ListTests COMMAND fl-test --list-tests)
+# set_tests_properties(ListTests PROPERTIES PASS_REGULAR_EXPRESSION "[0-9]+ test case")
+# add_test(NAME ListTags COMMAND fl-test --list-tags)
+# set_tests_properties(ListTags PROPERTIES PASS_REGULAR_EXPRESSION "[0-9]+ tag")
+endif()
+
+###INSTALL SECTION
+if(NOT FL_INSTALL_BINDIR)
+ set(FL_INSTALL_BINDIR bin)
+endif()
+
+if(NOT FL_INSTALL_LIBDIR)
+ if(NOT CMAKE_INSTALL_LIBDIR)
+ set(FL_INSTALL_LIBDIR lib)
+ else()
+ set(FL_INSTALL_LIBDIR ${CMAKE_INSTALL_LIBDIR})
+ endif()
+endif()
+
+if(FL_BUILD_BINARY)
+ install(TARGETS fl-bin
+ RUNTIME DESTINATION ${FL_INSTALL_BINDIR}
+ LIBRARY DESTINATION ${FL_INSTALL_LIBDIR}
+ ARCHIVE DESTINATION ${FL_INSTALL_LIBDIR}
+ )
+endif()
+
+if(FL_BUILD_SHARED)
+ install(TARGETS fl-shared
+ RUNTIME DESTINATION ${FL_INSTALL_BINDIR}
+ LIBRARY DESTINATION ${FL_INSTALL_LIBDIR}
+ ARCHIVE DESTINATION ${FL_INSTALL_LIBDIR}
+ )
+endif()
+
+if(FL_BUILD_STATIC)
+ install(TARGETS fl-static
+ RUNTIME DESTINATION ${FL_INSTALL_BINDIR}
+ LIBRARY DESTINATION ${FL_INSTALL_LIBDIR}
+ ARCHIVE DESTINATION ${FL_INSTALL_LIBDIR}
+ )
+endif()
+
+install(DIRECTORY fl/ DESTINATION include/fl)
+
+#pkg-config
+configure_file(${CMAKE_SOURCE_DIR}/fuzzylite.pc.in ${CMAKE_BINARY_DIR}/fuzzylite.pc @ONLY)
+install(FILES ${CMAKE_BINARY_DIR}/fuzzylite.pc DESTINATION ${FL_INSTALL_LIBDIR}/pkgconfig)
+
+message("=====================================")
+message("fuzzylite v6.0\n")
+message("FL_CPP98=${FL_CPP98}")
+message("FL_USE_FLOAT=${FL_USE_FLOAT}")
+message("FL_BACKTRACE=${FL_BACKTRACE}")
+message("FL_LIBS=${FL_LIBS}")
+message("FL_INSTALL_BINDIR=${FL_INSTALL_BINDIR}")
+message("FL_INSTALL_LIBDIR=${FL_INSTALL_LIBDIR}")
+message("FL_BUILD_TESTS=${FL_BUILD_TESTS}")
+message("")
+message("CMAKE_BUILD_TYPE=${CMAKE_BUILD_TYPE}")
+message("CMAKE_CXX_COMPILER_ID=${CMAKE_CXX_COMPILER_ID}")
+message("CMAKE_CXX_COMPILER_VERSION=${CMAKE_CXX_COMPILER_VERSION}")
+message("CMAKE_CXX_FLAGS=${CMAKE_CXX_FLAGS}")
+message("CMAKE_OSX_DEPLOYMENT_TARGET=${CMAKE_OSX_DEPLOYMENT_TARGET}")
+message("COMPILE_DEFINITIONS:")
+get_directory_property(fl-definitions DIRECTORY ${CMAKE_SOURCE_DIR} COMPILE_DEFINITIONS )
+foreach(d ${fl-definitions})
+ message( STATUS "Defined: " ${d} )
+endforeach()
+
+message("=====================================\n")
+
+###UNINSTALL SECTION
+#configure_file(
+ #"${CMAKE_CURRENT_SOURCE_DIR}/cmake_uninstall.cmake.in"
+ #"${CMAKE_CURRENT_BINARY_DIR}/cmake_uninstall.cmake"
+ #IMMEDIATE @ONLY)
+
+#add_custom_target(uninstall
+ #COMMAND ${CMAKE_COMMAND} -P ${CMAKE_CURRENT_BINARY_DIR}/uninstall.cmake)
+
+#unix uninstall
+#xargs rm < install_manifest.txt
diff --git a/fuzzylite/FL_HEADERS b/fuzzylite/FL_HEADERS
new file mode 100644
index 0000000..b852ad8
--- /dev/null
+++ b/fuzzylite/FL_HEADERS
@@ -0,0 +1,111 @@
+fl/Benchmark.h
+fl/Complexity.h
+fl/Console.h
+fl/activation/Activation.h
+fl/activation/First.h
+fl/activation/General.h
+fl/activation/Highest.h
+fl/activation/Last.h
+fl/activation/Lowest.h
+fl/activation/Proportional.h
+fl/activation/Threshold.h
+fl/defuzzifier/Bisector.h
+fl/defuzzifier/Centroid.h
+fl/defuzzifier/Defuzzifier.h
+fl/defuzzifier/IntegralDefuzzifier.h
+fl/defuzzifier/LargestOfMaximum.h
+fl/defuzzifier/MeanOfMaximum.h
+fl/defuzzifier/SmallestOfMaximum.h
+fl/defuzzifier/WeightedAverage.h
+fl/defuzzifier/WeightedAverageCustom.h
+fl/defuzzifier/WeightedDefuzzifier.h
+fl/defuzzifier/WeightedSum.h
+fl/defuzzifier/WeightedSumCustom.h
+fl/Engine.h
+fl/Exception.h
+fl/factory/ActivationFactory.h
+fl/factory/CloningFactory.h
+fl/factory/ConstructionFactory.h
+fl/factory/DefuzzifierFactory.h
+fl/factory/FactoryManager.h
+fl/factory/FunctionFactory.h
+fl/factory/HedgeFactory.h
+fl/factory/SNormFactory.h
+fl/factory/TermFactory.h
+fl/factory/TNormFactory.h
+fl/fuzzylite.h
+fl/Headers.h
+fl/hedge/Any.h
+fl/hedge/Extremely.h
+fl/hedge/Hedge.h
+fl/hedge/HedgeFunction.h
+fl/hedge/Not.h
+fl/hedge/Seldom.h
+fl/hedge/Somewhat.h
+fl/hedge/Very.h
+fl/imex/CppExporter.h
+fl/imex/Exporter.h
+fl/imex/FclExporter.h
+fl/imex/FclImporter.h
+fl/imex/FisExporter.h
+fl/imex/FisImporter.h
+fl/imex/FldExporter.h
+fl/imex/FllExporter.h
+fl/imex/FllImporter.h
+fl/imex/Importer.h
+fl/imex/JavaExporter.h
+fl/imex/RScriptExporter.h
+fl/norm/Norm.h
+fl/norm/s/AlgebraicSum.h
+fl/norm/s/BoundedSum.h
+fl/norm/s/DrasticSum.h
+fl/norm/s/EinsteinSum.h
+fl/norm/s/HamacherSum.h
+fl/norm/s/Maximum.h
+fl/norm/s/NilpotentMaximum.h
+fl/norm/s/NormalizedSum.h
+fl/norm/s/SNormFunction.h
+fl/norm/s/UnboundedSum.h
+fl/norm/SNorm.h
+fl/norm/t/AlgebraicProduct.h
+fl/norm/t/BoundedDifference.h
+fl/norm/t/DrasticProduct.h
+fl/norm/t/EinsteinProduct.h
+fl/norm/t/HamacherProduct.h
+fl/norm/t/Minimum.h
+fl/norm/t/NilpotentMinimum.h
+fl/norm/t/TNormFunction.h
+fl/norm/TNorm.h
+fl/Operation.h
+fl/rule/Antecedent.h
+fl/rule/Consequent.h
+fl/rule/Expression.h
+fl/rule/RuleBlock.h
+fl/rule/Rule.h
+fl/term/Activated.h
+fl/term/Aggregated.h
+fl/term/Bell.h
+fl/term/Binary.h
+fl/term/Concave.h
+fl/term/Constant.h
+fl/term/Cosine.h
+fl/term/Discrete.h
+fl/term/Function.h
+fl/term/Gaussian.h
+fl/term/GaussianProduct.h
+fl/term/Linear.h
+fl/term/PiShape.h
+fl/term/Ramp.h
+fl/term/Rectangle.h
+fl/term/SigmoidDifference.h
+fl/term/Sigmoid.h
+fl/term/SigmoidProduct.h
+fl/term/Spike.h
+fl/term/SShape.h
+fl/term/Term.h
+fl/term/Trapezoid.h
+fl/term/Triangle.h
+fl/term/ZShape.h
+fl/variable/InputVariable.h
+fl/variable/OutputVariable.h
+fl/variable/Variable.h
diff --git a/fuzzylite/FL_SOURCES b/fuzzylite/FL_SOURCES
new file mode 100644
index 0000000..16d8ab4
--- /dev/null
+++ b/fuzzylite/FL_SOURCES
@@ -0,0 +1,102 @@
+src/Benchmark.cpp
+src/Complexity.cpp
+src/Console.cpp
+src/activation/First.cpp
+src/activation/General.cpp
+src/activation/Highest.cpp
+src/activation/Last.cpp
+src/activation/Lowest.cpp
+src/activation/Proportional.cpp
+src/activation/Threshold.cpp
+src/defuzzifier/Bisector.cpp
+src/defuzzifier/Centroid.cpp
+src/defuzzifier/IntegralDefuzzifier.cpp
+src/defuzzifier/LargestOfMaximum.cpp
+src/defuzzifier/MeanOfMaximum.cpp
+src/defuzzifier/SmallestOfMaximum.cpp
+src/defuzzifier/WeightedAverage.cpp
+src/defuzzifier/WeightedAverageCustom.cpp
+src/defuzzifier/WeightedDefuzzifier.cpp
+src/defuzzifier/WeightedSum.cpp
+src/defuzzifier/WeightedSumCustom.cpp
+src/Engine.cpp
+src/Exception.cpp
+src/factory/ActivationFactory.cpp
+src/factory/DefuzzifierFactory.cpp
+src/factory/FactoryManager.cpp
+src/factory/FunctionFactory.cpp
+src/factory/HedgeFactory.cpp
+src/factory/SNormFactory.cpp
+src/factory/TermFactory.cpp
+src/factory/TNormFactory.cpp
+src/fuzzylite.cpp
+src/hedge/Any.cpp
+src/hedge/Extremely.cpp
+src/hedge/HedgeFunction.cpp
+src/hedge/Not.cpp
+src/hedge/Seldom.cpp
+src/hedge/Somewhat.cpp
+src/hedge/Very.cpp
+src/imex/CppExporter.cpp
+src/imex/Exporter.cpp
+src/imex/FclExporter.cpp
+src/imex/FclImporter.cpp
+src/imex/FisExporter.cpp
+src/imex/FisImporter.cpp
+src/imex/FldExporter.cpp
+src/imex/FllExporter.cpp
+src/imex/FllImporter.cpp
+src/imex/Importer.cpp
+src/imex/JavaExporter.cpp
+src/imex/RScriptExporter.cpp
+src/main.cpp
+src/norm/s/AlgebraicSum.cpp
+src/norm/s/BoundedSum.cpp
+src/norm/s/DrasticSum.cpp
+src/norm/s/EinsteinSum.cpp
+src/norm/s/HamacherSum.cpp
+src/norm/s/Maximum.cpp
+src/norm/s/NilpotentMaximum.cpp
+src/norm/s/NormalizedSum.cpp
+src/norm/s/SNormFunction.cpp
+src/norm/s/UnboundedSum.cpp
+src/norm/t/AlgebraicProduct.cpp
+src/norm/t/BoundedDifference.cpp
+src/norm/t/DrasticProduct.cpp
+src/norm/t/EinsteinProduct.cpp
+src/norm/t/HamacherProduct.cpp
+src/norm/t/Minimum.cpp
+src/norm/t/NilpotentMinimum.cpp
+src/norm/t/TNormFunction.cpp
+src/rule/Antecedent.cpp
+src/rule/Consequent.cpp
+src/rule/Expression.cpp
+src/rule/RuleBlock.cpp
+src/rule/Rule.cpp
+src/term/Activated.cpp
+src/term/Aggregated.cpp
+src/term/Bell.cpp
+src/term/Binary.cpp
+src/term/Concave.cpp
+src/term/Constant.cpp
+src/term/Cosine.cpp
+src/term/Discrete.cpp
+src/term/Function.cpp
+src/term/Gaussian.cpp
+src/term/GaussianProduct.cpp
+src/term/Linear.cpp
+src/term/PiShape.cpp
+src/term/Ramp.cpp
+src/term/Rectangle.cpp
+src/term/Sigmoid.cpp
+src/term/SigmoidDifference.cpp
+src/term/SigmoidProduct.cpp
+src/term/Spike.cpp
+src/term/SShape.cpp
+src/term/Term.cpp
+src/term/Trapezoid.cpp
+src/term/Triangle.cpp
+src/term/ZShape.cpp
+src/variable/InputVariable.cpp
+src/variable/OutputVariable.cpp
+src/variable/Variable.cpp
diff --git a/fuzzylite/FL_TESTS b/fuzzylite/FL_TESTS
new file mode 100644
index 0000000..3897a77
--- /dev/null
+++ b/fuzzylite/FL_TESTS
@@ -0,0 +1,16 @@
+test/catch.hpp
+test/MainTest.cpp
+test/BenchmarkTest.cpp
+test/QuickTest.cpp
+test/activation/ThresholdTest.cpp
+test/hedge/HedgeFunctionTest.cpp
+test/imex/FldExporterTest.cpp
+test/imex/FllImporterTest.cpp
+test/imex/RScriptExporterTest.cpp
+test/norm/NormFunctionTest.cpp
+test/term/AggregatedTest.cpp
+test/term/DiscreteTest.cpp
+test/term/FunctionTest.cpp
+test/term/TrapezoidTest.cpp
+test/term/TriangleTest.cpp
+test/variable/VariableTest.cpp
diff --git a/fuzzylite/build.bat b/fuzzylite/build.bat
new file mode 100644
index 0000000..11f62f8
--- /dev/null
+++ b/fuzzylite/build.bat
@@ -0,0 +1,122 @@
+@echo off
+setlocal EnableDelayedExpansion
+set argc=0
+set valid="no"
+
+for %%a in (%*) do (
+ set /A argc+=1
+ if /I "%%a"=="help" (
+ call:usage
+ goto:eof
+ )
+ if /I "%%a"=="all" set valid="yes"
+ if /I "%%a"=="release" set valid="yes"
+ if /I "%%a"=="debug" set valid="yes"
+ if /I "%%a"=="clean" set valid="yes"
+ if /I "%%a"=="documentation" set valid="yes"
+
+ if !valid!=="no" (
+ echo Invalid option: %%a
+ call:usage
+ goto:eof
+ )
+)
+
+if %argc%==0 echo Building schedule: all
+if not %argc%==0 echo Building schedule: %*
+echo Starting in 3 seconds...
+ping 1.1.1.1 -n 1 -w 3000 > nul
+rem sleep 3 ::This function makes command line DOS-esque C:\Archiv~1
+
+if %argc%==0 (call:all)
+
+for %%a in (%*) do (call:%%a)
+
+goto:eof
+
+:debug
+ echo.
+ echo.
+ echo ****************************************
+ echo STARTING: debug
+
+ if not exist debug mkdir debug
+ cd debug
+ cmake .. -G"NMake Makefiles" -DCMAKE_BUILD_TYPE=Debug -DFL_BACKTRACE=ON -DFL_USE_FLOAT=OFF -DFL_CPP98=OFF -DFL_BUILD_TESTS=ON
+ nmake
+ cd ..
+
+ echo.
+ echo FINISHED: debug
+ echo ****************************************
+ goto:eof
+
+:release
+ echo.
+ echo.
+ echo ****************************************
+ echo STARTING: release
+
+ if not exist release mkdir release
+ cd release
+ cmake .. -G"NMake Makefiles" -DCMAKE_BUILD_TYPE=Release -DFL_BACKTRACE=OFF -DFL_USE_FLOAT=OFF -DFL_CPP98=OFF -DFL_BUILD_TESTS=ON
+ nmake
+ cd ..
+
+ echo.
+ echo FINISHED: release
+ echo ****************************************
+ goto:eof
+
+:all
+ echo.
+ echo.
+ echo ****************************************
+ echo STARTING: all
+ call:release
+ call:debug
+ echo.
+ echo FINISHED: all
+ echo ****************************************
+ goto:eof
+
+:documentation
+ echo.
+ echo.
+ echo ****************************************
+ echo STARTING: documentation
+
+ cd ..
+ doxygen
+ rem TODO: cd back to previous directory. Maybe use: cd /D %~dp0
+ echo.
+ echo FINISHED: documentation
+ echo ****************************************
+ goto:eof
+:clean
+ echo.
+ echo.
+ echo ****************************************
+ echo STARTING: clean
+ @echo on
+ if exist debug rmdir /S /Q debug
+ if exist release rmdir /S /Q release
+ if exist CMakeFiles rmdir /S /Q CMakeFiles
+ if exist CMakeCache.txt del CMakeCache.txt
+ @echo off
+ echo.
+ echo FINISHED: clean
+ echo ****************************************
+ goto:eof
+
+:usage
+ echo Usage: build.bat [options]
+ echo where [options] can be any of the following:
+ echo ^ all builds fuzzylite in debug and release mode (default)
+ echo ^ debug builds fuzzylite in debug mode
+ echo ^ release builds fuzzylite in release mode
+ echo ^ clean erases previous builds
+ echo ^ help shows this information
+ echo.
+
+ENDLOCAL
diff --git a/fuzzylite/build.sh b/fuzzylite/build.sh
new file mode 100755
index 0000000..da39905
--- /dev/null
+++ b/fuzzylite/build.sh
@@ -0,0 +1,98 @@
+#!/bin/bash
+
+if [ -z "$FL_USE_FLOAT" ]; then
+ FL_USE_FLOAT="OFF"
+fi
+
+if [ -z "$FL_CPP98" ]; then
+ FL_CPP98="OFF"
+fi
+
+if [ -z "$FL_BUILD_TESTS" ]; then
+ FL_BUILD_TESTS="OFF"
+fi
+
+debug(){
+ set -e
+ mkdir -p debug
+ cd debug
+ cmake .. -G"Unix Makefiles" -DFL_USE_FLOAT=${FL_USE_FLOAT} -DFL_CPP98=${FL_CPP98} -DCMAKE_BUILD_TYPE=Debug -DFL_BACKTRACE=ON -DFL_BUILD_TESTS=${FL_BUILD_TESTS}
+ make all
+ if [ "${FL_BUILD_TESTS}" == "ON" ]; then
+ (export CTEST_OUTPUT_ON_FAILURE=TRUE; make test)
+ fi
+ cd ..
+}
+
+release(){
+ set -e
+ mkdir -p release
+ cd release
+ cmake .. -G"Unix Makefiles" -DFL_USE_FLOAT=${FL_USE_FLOAT} -DFL_CPP98=${FL_CPP98} -DCMAKE_BUILD_TYPE=Release -DFL_BACKTRACE=ON -DFL_BUILD_TESTS=${FL_BUILD_TESTS}
+ make all
+ if [ "${FL_BUILD_TESTS}" == "ON" ]; then
+ (export CTEST_OUTPUT_ON_FAILURE=TRUE; make test)
+ fi
+ cd ..
+}
+
+documentation(){
+ set -e
+ cd ..
+ doxygen Doxyfile
+ cd -
+}
+
+all(){
+ debug
+ release
+}
+
+clean(){
+ rm -rf release debug CMakeFiles
+}
+
+usage(){
+ printf 'Usage:\t[bash] ./build.sh [options]\n'
+ printf "where\t[options] can be any of the following:\n"
+ printf "\tall\t\t builds fuzzylite in debug and release mode (default)\n"
+ printf "\tdebug\t\t builds fuzzylite in debug mode\n"
+ printf "\trelease\t\t builds fuzzylite in release mode\n"
+ printf "\tclean\t\t erases previous builds\n"
+ printf "\thelp\t\t shows this information\n"
+ printf "\n"
+}
+
+#############################
+echo "Parameters: $@"
+
+OPTIONS=( "all" "release" "debug" "clean" "documentation" "help")
+BUILD=( )
+
+for arg in "$@"
+do
+ if [[ "$arg" == "help" ]]; then usage && exit 0; fi
+
+ if [[ "$arg" == "all" || "$arg" == "debug" || "$arg" == "release" || "$arg" == "clean" || "$arg" == "documentation" ]];
+ then BUILD+=( $arg ); else echo "Invalid option: $arg" && usage && exit 2;
+ fi
+done
+
+if [ ${#BUILD[@]} -eq 0 ]; then BUILD+=( "release" "debug" ); fi
+
+echo "Building schedule: ${BUILD[@]}"
+echo "Starting in 3 seconds..."
+sleep 3
+
+for option in "${BUILD[@]}"
+do
+ printf "\n\n"
+ printf "******************************\n"
+ printf "STARTING: $option\n"
+ eval ${option}
+ printf "\nFINISHED: $option\n"
+ printf "******************************\n\n"
+done
+
+
+
diff --git a/fuzzylite/fl/Benchmark.h b/fuzzylite/fl/Benchmark.h
new file mode 100644
index 0000000..9a212db
--- /dev/null
+++ b/fuzzylite/fl/Benchmark.h
@@ -0,0 +1,400 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#ifndef FL_BENCHMARK_H
+#define FL_BENCHMARK_H
+
+#include "fl/fuzzylite.h"
+
+#include "fl/Complexity.h"
+#include "fl/imex/FldExporter.h"
+
+#include <string>
+#include <vector>
+
+namespace fl {
+
+ class Engine;
+
+ /**
+ The Benchmark class is designed to evaluate the performance of an Engine.
+
+ @author Juan Rada-Vilela, Ph.D.
+ @see Engine
+ @since 6.0
+ */
+ class FL_API Benchmark {
+ private:
+ std::string _name;
+ Engine* _engine;
+ std::vector<std::vector<scalar> > _expected;
+ std::vector<std::vector<scalar> > _obtained;
+ std::vector<scalar> _times;
+ scalar _tolerance;
+
+ public:
+
+ /**
+ Unit of time to utilize in the results
+ */
+ enum TimeUnit {
+ NanoSeconds, MicroSeconds, MilliSeconds, Seconds, Minutes, Hours
+ };
+
+ /**
+ Shape of the table of results
+ */
+ enum TableShape {
+ Horizontal, Vertical
+ };
+
+ /**
+ Contents of the table of results
+ */
+ enum TableContents {
+ Header = 1, Body = 2, HeaderAndBody = (Header | Body)
+ };
+
+ /**
+ Type of error between expected and obtained values
+ */
+ enum ErrorType {
+ NonFinite, Accuracy, All
+ };
+
+ explicit Benchmark(const std::string& name = "", Engine* engine = fl::null,
+ scalar tolerance = fuzzylite::macheps());
+ virtual ~Benchmark();
+ FL_DEFAULT_COPY_AND_MOVE(Benchmark)
+
+ /**
+ Sets the name of the benchmark
+ @param name is the name of the benchmark
+ */
+ void setName(const std::string& name);
+ /**
+ Gets the name of the benchmark
+ @return name is the name of the benchmark
+ */
+ std::string getName() const;
+
+ /**
+ Sets the engine to benchmark
+ @param engine is the engine to benchmark
+ */
+ void setEngine(Engine* engine);
+ /**
+ Gets the engine to benchmark
+ @return the engine to benchmark
+ */
+ Engine* getEngine() const;
+
+ /**
+ Sets the set of expected values from the engine, where the inner vector
+ contains the input values and output values
+ @param expected is the set of expected values from the engine
+ */
+ void setExpected(const std::vector<std::vector<scalar> >& expected);
+ /**
+ Gets the set of expected values from the engine, where the inner vector
+ contains the input values and output values
+ @return the set of expected values from the engine
+ */
+ const std::vector<std::vector<scalar> >& getExpected() const;
+
+ /**
+ Sets the set of obtained values from the engine, where the inner vector
+ contains the input values and output values
+ @param obtained is the set of obtained values from the engine
+ */
+ void setObtained(const std::vector<std::vector<scalar> >& obtained);
+ /**
+ Gets the set of obtained values from the engine, where the inner vector
+ contains the input values and output values
+ @return the set of obtained values from the engine
+ */
+ const std::vector<std::vector<scalar> >& getObtained() const;
+
+ /**
+ Sets the vector of nanoseconds taken to produce the set of obtained values
+ from the set of expected input values
+ @param times is the vector of nanoseconds taken to produce the set of obtained values
+ from the set of expected input values
+ */
+ void setTimes(const std::vector<scalar> times);
+ /**
+ Gets the vector of nanoseconds taken to produce the set of obtained values
+ from the set of expected input values
+ @return the vector of nanoseconds taken to produce the set of obtained values
+ from the set of expected input values
+ */
+ const std::vector<scalar>& getTimes() const;
+
+ /**
+ Sets the tolerance above which the difference between an expected and
+ obtained value from the engine is considered an error
+ @param tolerance is the tolerance above which the difference between
+ an expected and obtained value from the engine is considered an error
+ */
+ void setTolerance(scalar tolerance);
+ /**
+ Gets the tolerance above which the difference between an expected and
+ obtained value from the engine is considered an error
+ @return the tolerance above which the difference between an expected
+ and obtained value from the engine is considered an error
+ */
+ scalar getTolerance() const;
+
+ /**
+ Produces and loads into memory the set of expected values from the
+ engine
+ @param values is the number of values to evaluate the engine upon
+ @param scope is the scope of the values to generate
+ @throws Exception if the engine is not set
+ */
+ virtual void prepare(int values, FldExporter::ScopeOfValues scope);
+ /**
+ Reads and loads into memory the set of expected values from the
+ engine
+ @param reader is the reader of a set of lines containing
+ space-separated values
+ @param numberOfLines is the maximum number of lines to read from the
+ reader, and a value $f@n=(\infty, -1]$f@ reads the entire file.
+ */
+ virtual void prepare(std::istream& reader, long numberOfLines = -1);
+
+ /**
+ Runs the benchmark on the engine only once
+ @return the time in nanoseconds required by the run, which is
+ also appended to the times stored in Benchmark::getTimes()
+ */
+ virtual scalar runOnce();
+ /**
+ Runs the benchmark on the engine multiple times
+ @param times is the number of times to run the benchmark on the engine
+ @return vector of the time in nanoseconds required by each run, which is
+ also appended to the times stored in Benchmark::getTimes()
+ */
+ virtual std::vector<scalar> run(int times);
+
+ /**
+ Resets the benchmark to be ready to run again
+ */
+ virtual void reset();
+
+ /**
+ Indicates whether errors can be computed based on the expected and
+ obtained values from the benchmark. If the benchmark was prepared from
+ a file reader and the file included columns of expected output values
+ and the benchmark has been run at least once, then the benchmark can
+ automatically compute the errors and will automatically include them in
+ the results.
+ @return whether errors can be computed based on the expected and
+ obtained values from the benchmark
+ */
+ virtual bool canComputeErrors() const;
+
+ /**
+ Computes the mean squared error over all output variables considering
+ only those cases where there is an accuracy error as defined in
+ Benchmark::accuracyErrors().
+ @return the mean squared error over all the output variables.
+ */
+ virtual scalar meanSquaredError() const;
+
+ /**
+ Computes the mean squared error of the given output variable
+ considering only those cases where there is an accuracy error
+ as defined in Benchmark::accuracyErrors().
+ @param outputVariable is the output variable to compute the errors for
+ @return the mean squared error over the given output variable.
+ */
+ virtual scalar meanSquaredError(const OutputVariable* outputVariable) const;
+
+ /**
+ Computes the number of errors over all the output variables caused by
+ non-finite differences or accuracy differences. An error is counted when
+ the difference between the expected and obtained values is not finite,
+ or the absolute difference between the expected and obtained values
+ is not smaller than the tolerance.
+ @return the number of errors over all the output variables caused by
+ non-finite differences or accuracy differences
+ */
+ virtual int allErrors() const;
+
+ /**
+ Computes the number of errors of the given output variable caused by
+ non-finite differences or accuracy differences. An error is counted when
+ the difference between the expected and obtained values is not finite,
+ or the absolute difference between the expected and obtained values
+ is not smaller than the tolerance.
+ @param outputVariable is the output variable to account the errors for
+ @return the number of errors of the given output variable caused by
+ non-finite differences or accuracy differences
+ */
+ virtual int allErrors(const OutputVariable* outputVariable) const;
+
+ /**
+ Computes the number of errors over all the output variables caused by
+ non-finite differences (ie, infinity and NaN). An error is counted when
+ the difference between the expected and obtained values is not finite.
+ @return the number of errors over all the output variables caused by
+ non-finite differences
+ */
+ virtual int nonFiniteErrors() const;
+
+ /**
+ Computes the number of errors of the given output variable caused by
+ non-finite differences (ie, infinity and NaN). An error is counted when
+ the difference between the expected and obtained values is not finite.
+ @param outputVariable is the output variable to account the errors for
+ @return the number of errors of the given output variable caused by
+ non-finite differences
+ */
+ virtual int nonFiniteErrors(const OutputVariable* outputVariable) const;
+
+ /**
+ Computes the number of errors over all the output variables caused by
+ a significant difference in accuracy. An error is counted when the
+ absolute difference between the expected and obtained values
+ is not smaller than the tolerance.
+
+ @f$\text{E} = \sum_y \sum_i \epsilon_i^y, \text{where } \epsilon_i^y =
+ \begin{cases}
+ 0 & \text{if} |e_i^y - o^y_i| < \theta\\
+ 1 & \text{otherwise}
+ \end{cases}
+ @f$,
+ @f$y@f$ is the set of output variables, @f$e@f$ is the set of
+ expected output values, @f$o@f$ is the set of obtained output values,
+ and @f$\theta@f$ is the tolerance
+
+ @return the number of errors over all the output variables caused by
+ a significant difference in accuracy
+ */
+ virtual int accuracyErrors() const;
+
+
+ /**
+ Computes the number of errors over the given output variable caused by
+ a significant difference in accuracy. An error is counted when the
+ absolute difference between the expected and obtained values
+ is not smaller than the tolerance.
+
+ @f$\text{E} = \sum_i \epsilon_i, \text{where } \epsilon_i =
+ \begin{cases}
+ 0 & \text{if} |e_i - o_i| < \theta\\
+ 1 & \text{otherwise}
+ \end{cases}
+ @f$,
+ @f$e@f$ is the set of expected output values,
+ @f$o@f$ is the set of obtained output values,
+ and @f$\theta@f$ is the tolerance
+
+ @param outputVariable is the output variable to account the errors for
+ @return the number of errors of the given output variable caused by
+ a significant difference in accuracy
+ */
+ virtual int accuracyErrors(const OutputVariable* outputVariable) const;
+
+ /**
+ Computes the number of errors of the given type over all the output
+ variables.
+ @param errorType is the type of error to account for
+ @return the number of errors over all the output variables
+ */
+ virtual int numberOfErrors(ErrorType errorType) const;
+
+ /**
+ Computes the number of errors of the given type over the given output
+ variable.
+ @param errorType is the type of error to account for
+ @param outputVariable is the output variable to account the errors for
+ @return the number of errors over the given output variable
+ */
+ virtual int numberOfErrors(ErrorType errorType,
+ const OutputVariable* outputVariable) const;
+
+ /**
+ Returns the name of the time unit
+ @param unit is the time unit
+ @return the name of the time unit
+ */
+ static std::string stringOf(TimeUnit unit);
+
+ /**
+ Returns the factor of the given unit from NanoSeconds
+ @param unit is the time unit
+ @return the factor of the given unit from NanoSeconds
+ */
+ static scalar factorOf(TimeUnit unit);
+ /**
+ Converts the time to different scales
+ @param time is the time to convert
+ @param from is the units of the time to convert from
+ @param to is the units of the time to convert to
+ @return the time in the units specified
+ */
+ static scalar convert(scalar time, TimeUnit from, TimeUnit to);
+
+ /**
+ Returns the header of a horizontal table of results
+ @param runs is the number of times the benchmark will be run, hence
+ producing the relevant number of columns for each run
+ @param includeErrors indicates whether to include columns for computing
+ the errors
+ @return the header of a horizontal table of results
+ */
+ virtual std::vector<std::string> header(int runs, bool includeErrors = true);
+
+ /**Result is a type definition for a pair of strings*/
+ typedef std::pair<std::string, std::string> Result;
+ /**
+ Computes and returns the results from the benchmark aggregating the
+ statistics of all the output variables
+ @param timeUnit is the unit of time of the results
+ @param includeTimes indicates whether to include the times of each run
+ @return the results from the benchmark
+ */
+ virtual std::vector<Result> results(TimeUnit timeUnit = NanoSeconds, bool includeTimes = true) const;
+
+ /**
+ Computes and returns the results from the benchmark for the given output
+ variable
+ @param outputVariable is the output variable to compute the statistics for
+ @param timeUnit is the unit of time of the results
+ @param includeTimes indicates whether to include the times of each run
+ @return the results from the benchmark
+ */
+ virtual std::vector<Result> results(const OutputVariable* outputVariable,
+ TimeUnit timeUnit = NanoSeconds, bool includeTimes = true) const;
+
+ /**
+ Formats the results
+ @param results is the vector of results
+ @param shape is the shape to present the table of results
+ @param contents indicates the information to include in the table of results
+ @param delimiter is the delimiter of the table of results
+ @return the formatted results from the benchmark
+ */
+ virtual std::string format(std::vector<Result> results, TableShape shape,
+ TableContents contents, const std::string& delimiter = "\t") const;
+ };
+
+}
+
+#endif /* FL_BENCHMARK_H */
+
diff --git a/fuzzylite/fl/Complexity.h b/fuzzylite/fl/Complexity.h
new file mode 100644
index 0000000..a63138f
--- /dev/null
+++ b/fuzzylite/fl/Complexity.h
@@ -0,0 +1,297 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#ifndef FL_COMPLEXITY_H
+#define FL_COMPLEXITY_H
+
+#include "fl/fuzzylite.h"
+
+#include <vector>
+
+namespace fl {
+ class Engine;
+ class InputVariable;
+ class OutputVariable;
+ class Variable;
+ class RuleBlock;
+ class Rule;
+
+ /**
+ The Complexity class is used throughout the library to estimate the
+ computational cost of the different components of the library
+
+ @author Juan Rada-Vilela, Ph.D.
+ @see Engine
+ @see Variable
+ @see OutputVariable
+ @see RuleBlock
+ @see Activation
+ @see Rule
+ @see Antecedent
+ @see Consequent
+ @see Hedge
+ @see Norm
+ @since 6.0
+ */
+
+ class FL_API Complexity {
+ private:
+ scalar _comparison;
+ scalar _arithmetic;
+ scalar _function;
+
+ public:
+ explicit Complexity(scalar all = 0.0);
+ explicit Complexity(scalar comparison, scalar arithmetic, scalar function);
+ virtual ~Complexity();
+ FL_DEFAULT_COPY_AND_MOVE(Complexity)
+
+ Complexity& operator+=(const Complexity& other);
+ Complexity& operator-=(const Complexity& other);
+ Complexity& operator*=(const Complexity& other);
+ Complexity& operator/=(const Complexity& other);
+
+ Complexity operator+(const Complexity& rhs) const;
+ Complexity operator-(const Complexity& rhs) const;
+ Complexity operator*(const Complexity& rhs) const;
+ Complexity operator/(const Complexity& rhs) const;
+
+ bool operator==(const Complexity& rhs) const;
+ bool operator!=(const Complexity& rhs) const;
+ bool operator<(const Complexity& rhs) const;
+ bool operator<=(const Complexity& rhs) const;
+ bool operator>(const Complexity& rhs) const;
+ bool operator>=(const Complexity& rhs) const;
+
+ /**
+ Increases the comparison measure by the given amount
+ @param comparison is the amount to increase the comparison measure by
+ @return the reference to the Complexity object with the updated comparison
+ measure
+ */
+ virtual Complexity& comparison(scalar comparison);
+ virtual void setComparison(scalar comparison);
+ virtual scalar getComparison() const;
+
+ /**
+ Increases the arithmetic measure by the given amount
+ @param arithmetic is the amount to increase the comparison measure by
+ @return the reference to the Complexity object with the updated arithmetic
+ measure
+ */
+ virtual Complexity& arithmetic(scalar arithmetic);
+ virtual void setArithmetic(scalar arithmetic);
+ virtual scalar getArithmetic() const;
+
+ /**
+ Increases the function measure by the given amount
+ @param function is the amount to increase the function measure by
+ @return the reference to the Complexity object with the updated function
+ measure
+ */
+ virtual Complexity& function(scalar function);
+ virtual void setFunction(scalar function);
+ virtual scalar getFunction() const;
+
+ /**
+ Returns a vector containing the measures of complexity
+ @return a vector containing the measures of complexity
+ */
+ typedef std::pair<std::string, scalar> Measure;
+ virtual std::vector<Measure> measures() const;
+
+ /**
+ Increases the complexity by the given parameter
+ @param x is the addend
+ @return the reference to the updated complexity
+ */
+ virtual Complexity& plus(const Complexity& x);
+ /**
+ Reduces the complexity by the given parameter
+ @param x is the subtrahend
+ @return the reference to the updated complexity object
+ */
+ virtual Complexity& minus(const Complexity& x);
+ /**
+ Multiplies the complexity by the given parameter
+ @param x is the multiplicand
+ @return the reference to the updated complexity object
+ */
+ virtual Complexity& multiply(const Complexity& x);
+ /**
+ Divides the complexity by the given parameter
+ @param x is the divisor
+ @return the reference to the updated complexity object
+ */
+ virtual Complexity& divide(const Complexity& x);
+
+ /**
+ Increases each measure by the given parameter
+ @param x is the addend
+ @return the reference to the updated complexity
+ */
+ virtual Complexity& plus(scalar x);
+ /**
+ Reduces each measure by the given parameter
+ @param x is the subtrahend
+ @return the reference to the updated complexity
+ */
+ virtual Complexity& minus(scalar x);
+ /**
+ Multiplies each measure by the given parameter
+ @param x is the multiplicand
+ @return the reference to the updated complexity
+ */
+ virtual Complexity& multiply(scalar x);
+ /**
+ Divides each measure by the given parameter
+ @param x is the divisor
+ @return the reference to the updated complexity
+ */
+ virtual Complexity& divide(scalar x);
+
+ /**
+ Compares the complexity for equality to another with the given tolerance
+ @param x is the complexity to compare against
+ @param macheps is the tolerance to compare floating-point values
+ @return `true` if every measure in this satisfies Op::isEq(this, x, macheps),
+ and `false` otherwise
+ */
+ virtual bool equals(const Complexity& x, scalar macheps = fuzzylite::macheps()) const;
+ /**
+ Compares the complexity for strict inequality (less than) to another
+ with the given tolerance
+ @param x is the complexity to compare against
+ @param macheps is the tolerance to compare floating-point values
+ @return `true` if every measure in this satisfies Op::isLt(this, x, macheps),
+ and `false` otherwise
+ */
+ virtual bool lessThan(const Complexity& x, scalar macheps = fuzzylite::macheps()) const;
+ /**
+ Compares the complexity for inequality (less than or equal to) to another
+ with the given tolerance
+ @param x is the complexity to compare against
+ @param macheps is the tolerance to compare floating-point values
+ @return `true` if every measure in this satisfies Op::isLE(this, x, macheps),
+ and `false` otherwise
+ */
+ virtual bool lessThanOrEqualsTo(const Complexity& x, scalar macheps = fuzzylite::macheps()) const;
+ /**
+ Compares the complexity for strict inequality (greater than) to another
+ with the given tolerance
+ @param x is the complexity to compare against
+ @param macheps is the tolerance to compare floating-point values
+ @return `true` if every measure in this satisfies Op::isGt(this, x, macheps),
+ and `false` otherwise
+ */
+ virtual bool greaterThan(const Complexity& x, scalar macheps = fuzzylite::macheps()) const;
+ /**
+ Compares the complexity for inequality (greater than or equal to) to
+ another with the given tolerance
+ @param x is the complexity to compare against
+ @param macheps is the tolerance to compare floating-point values
+ @return `true` if every measure in this satisfies Op::isGE(this, x, macheps),
+ and `false` otherwise
+ */
+ virtual bool greaterThanOrEqualsTo(const Complexity& x, scalar macheps = fuzzylite::macheps()) const;
+
+ /**
+ Computes the sum of the measures
+ @return the sum of the measures
+ */
+ virtual scalar sum() const;
+
+ /**
+ Computes the norm of the complexity
+ @return the norm of the complexity
+ */
+ virtual scalar norm() const;
+
+ /**
+ Returns the measures of the complexity
+ @return the measures of the complexity
+ */
+ virtual std::string toString() const;
+
+ /**
+ Computes the complexity of the given engine as the sum of complexities
+ of the rule blocks
+ @param engine is the engine for which to compute the complexity
+ @return the complexity of the given engine as the sum of complexities
+ of the rule blocks
+ */
+ virtual Complexity compute(const Engine* engine) const;
+
+ /**
+ Computes the complexity of the given input variable
+ @param inputVariable is the input variable for which to compute the complexity
+ @return the complexity of the given input variable
+ */
+ virtual Complexity compute(const InputVariable* inputVariable) const;
+ /**
+ Computes the complexity of the given output variable
+ @param outputVariable is the output variable for which to compute the complexity
+ @return the complexity of the given output variable
+ */
+ virtual Complexity compute(const OutputVariable* outputVariable) const;
+
+ /**
+ Computes the complexity of the given input variables
+ @param inputVariables is the vector of input variables for which to
+ compute the complexity
+ @return the complexity of the given input variables
+ */
+ virtual Complexity compute(const std::vector<InputVariable*>& inputVariables) const;
+ /**
+ Computes the complexity of the given output variables
+ @param outputVariables is the vector of output variables for which to
+ compute the complexity
+ @param complexityOfDefuzzification indicates whether to compute the
+ complexity of the variable including the defuzzification process
+ @return the complexity of the given output variables
+ */
+ virtual Complexity compute(const std::vector<OutputVariable*>& outputVariables,
+ bool complexityOfDefuzzification = false) const;
+ /**
+ Computes the complexity of the given variables
+ @param variables is the vector of variables for which to compute the
+ complexity
+ @return the complexity of the given variables
+ */
+ virtual Complexity compute(const std::vector<Variable*>& variables) const;
+
+ /**
+ Computes the complexity of the given rule block
+ @param ruleBlock is the rule block for which to compute the complexity
+ @return the complexity of the given rule block
+ */
+ virtual Complexity compute(const RuleBlock* ruleBlock) const;
+
+ /**
+ Computes the complexity of the given rule blocks
+ @param ruleBlocks is the vector of rule blocks for which to compute the
+ complexity
+ @return Computes the complexity of the given rule blocks
+ */
+ virtual Complexity compute(const std::vector<RuleBlock*>& ruleBlocks) const;
+
+ };
+
+
+}
+
+#endif /* COMPLEXITY_H */
+
diff --git a/fuzzylite/fl/Console.h b/fuzzylite/fl/Console.h
new file mode 100644
index 0000000..b96d677
--- /dev/null
+++ b/fuzzylite/fl/Console.h
@@ -0,0 +1,155 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#ifndef FL_CONSOLE_H
+#define FL_CONSOLE_H
+
+#include "fl/fuzzylite.h"
+#include <map>
+#include <string>
+#include <vector>
+
+namespace fl {
+ class Engine;
+
+ /**
+ The Console class is a command-line tool that helps to utilize the
+ `fuzzylite` library.
+
+ @author Juan Rada-Vilela, Ph.D.
+ @since 4.0
+ */
+ class FL_API Console {
+ public:
+
+ /**
+ A command-line option given by key, value and description
+ */
+ struct Option {
+ std::string key, value, description;
+
+ explicit Option(const std::string& key = "",
+ const std::string& value = "",
+ const std::string& description = "");
+ };
+
+ /**Keyword for input file*/
+ static const std::string KW_INPUT_FILE;
+ /**Keyword for input file format*/
+ static const std::string KW_INPUT_FORMAT;
+ /**Keyword for output file*/
+ static const std::string KW_OUTPUT_FILE;
+ /**Keyword for output file format*/
+ static const std::string KW_OUTPUT_FORMAT;
+ /**Keyword for built-in example*/
+ static const std::string KW_EXAMPLE;
+ /**Keyword for number of decimals*/
+ static const std::string KW_DECIMALS;
+ /**Keyword for file containing input data*/
+ static const std::string KW_DATA_INPUT_FILE;
+ /**Keyword for number of values to generate*/
+ static const std::string KW_DATA_VALUES;
+ /**Keyword for the scope of the number of values to generate*/
+ static const std::string KW_DATA_VALUES_SCOPE;
+ /**Keyword for exporting headers in FLD*/
+ static const std::string KW_DATA_EXPORT_HEADER;
+ /**Keyword for exporting input values in FLD*/
+ static const std::string KW_DATA_EXPORT_INPUTS;
+
+ /**
+ Creates a new Mamdani Engine based on the SimpleDimmer example
+ @return a new Mamdani Engine based on the SimpleDimmer example
+ */
+ static Engine* mamdani();
+ /**
+ Creates a new TakagiSugeno Engine based on the Approximation example of @f$sin(x)/x@f$
+ @return a new TakagiSugeno Engine based on the Approximation example of @f$sin(x)/x@f$
+ */
+ static Engine* takagiSugeno();
+
+ /**
+ Creates a new Hybrid Engine based on the Tipper example using Mamdani
+ and TakagiSugeno outputs.
+ @return a new Hybrid Engine based on the Tipper example using Mamdani
+ and TakagiSugeno outputs.
+ */
+ static Engine* hybrid();
+
+
+ protected:
+ virtual std::map<std::string, std::string> parse(int argc, const char* argv[]);
+ virtual void process(const std::map<std::string, std::string>& options);
+
+ virtual void process(const std::string& input, std::ostream& writer,
+ const std::string& inputFormat, const std::string& outputFormat,
+ const std::map<std::string, std::string>& options);
+
+ virtual int readCharacter();
+ virtual void interactive(std::ostream& writer, Engine* engine);
+ virtual std::string interactiveHelp();
+
+ virtual void exportAllExamples(const std::string& from, const std::string& to);
+ virtual void exportAllExamples(const std::string& from, const std::string& to,
+ const std::string& examplesPath, const std::string& outputPath);
+
+ /**
+ Benchmarks the engine described in the FLL file against the dataset
+ contained in the FLD file.
+
+ @param fllFile is the file describing the engine in FLL format
+ @param fldFile is the file containing the dataset in FLD format
+ @param runs is the number of runs to evaluate the benchmarks
+ @param writer is the output where the results will be written to
+ @throws Exception if something goes wrong reading the files, importing the
+ engines or evaluating the benchmark
+ */
+
+ virtual void benchmark(const std::string& fllFile, const std::string& fldFile,
+ int runs, std::ofstream* writer = fl::null) const;
+ /**
+ Benchmarks the list of engines against the list of datasets, both described
+ as absolute or relative paths
+
+ @param fllFileList is the file containing the list of paths of engines in
+ FLL format
+ @param fldFileList is the file containing the list of paths of datasets in
+ FLD format
+ @param runs is the number of runs to evaluate the benchmarks
+ @param writer is the output where the results will be written to
+ @throws Exception if something goes wrong reading the files, importing the
+ engines or evaluating the benchmark
+ */
+ virtual void benchmarks(const std::string& fllFileList, const std::string& fldFileList,
+ int runs, std::ofstream* writer = fl::null) const;
+
+ public:
+ /**
+ Returns a string representation of the usage of the command-line tool
+ @return a string representation of the usage of the command-line tool
+ */
+ virtual std::string usage();
+
+ /**
+ Returns a vector of the options available from the command line
+ @return a vector of the options available from the command line
+ */
+ virtual std::vector<Option> availableOptions();
+
+ static int main(int argc, const char* argv[]);
+ };
+}
+#endif /* FL_CONSOLE_H */
+
diff --git a/fuzzylite/fl/Engine.h b/fuzzylite/fl/Engine.h
new file mode 100644
index 0000000..3a88478
--- /dev/null
+++ b/fuzzylite/fl/Engine.h
@@ -0,0 +1,478 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#ifndef FL_ENGINE_H
+#define FL_ENGINE_H
+
+#include "fl/fuzzylite.h"
+
+#include "fl/Complexity.h"
+
+#include <string>
+#include <vector>
+
+namespace fl {
+
+ class InputVariable;
+ class OutputVariable;
+ class Variable;
+ class RuleBlock;
+ class Hedge;
+ class TNorm;
+ class SNorm;
+ class Defuzzifier;
+ class Activation;
+
+ /**
+ The Engine class is the core class of the library as it groups the
+ necessary components of a fuzzy logic controller.
+
+ @author Juan Rada-Vilela, Ph.D.
+ @see InputVariable
+ @see OutputVariable
+ @see RuleBlock
+ @since 4.0
+ */
+ class FL_API Engine {
+ private:
+ std::string _name;
+ std::string _description;
+ std::vector<InputVariable*> _inputVariables;
+ std::vector<OutputVariable*> _outputVariables;
+ std::vector<RuleBlock*> _ruleBlocks;
+
+ void copyFrom(const Engine& source);
+
+ protected:
+ void updateReferences() const;
+
+ public:
+ explicit Engine(const std::string& name = "");
+ Engine(const Engine& other);
+ Engine& operator=(const Engine& other);
+ virtual ~Engine();
+ FL_DEFAULT_MOVE(Engine)
+
+ /**
+ Configures the engine with the given operators
+ @param conjunction is a TNorm registered in the TNormFactory
+ @param disjunction is an SNorm registered in the SNormFactory
+ @param implication is an TNorm registered in the TNormFactory
+ @param aggregation is an SNorm registered in the SNormFactory
+ @param defuzzifier is a defuzzifier registered in the DefuzzifierFactory
+ @param activation is an activation method registered in the ActivationFactory
+ */
+ virtual void configure(const std::string& conjunction,
+ const std::string& disjunction,
+ const std::string& implication,
+ const std::string& aggregation,
+ const std::string& defuzzifier,
+ const std::string& activation);
+
+ /**
+ Configures the engine with clones of the given object operators, taking
+ ownership of the objects.
+
+ @param conjunction is the operator to process the propositions joined
+ by `and` in the antecedent of the rules
+ @param disjunction is the operator to process the propositions
+ joined by `or` in the antecedent of the rules
+ @param implication is the operator to modify the consequents of the
+ rules based on the activation degree of the antecedents of the rules
+ @param aggregation is the operator to aggregate the resulting
+ implications of the rules
+ @param defuzzifier is the operator to transform the aggregated
+ implications into a single scalar value
+ @param activation is the activation method to activate and fire the
+ rule blocks
+ */
+ virtual void configure(TNorm* conjunction, SNorm* disjunction,
+ TNorm* implication, SNorm* aggregation,
+ Defuzzifier* defuzzifier, Activation* activation);
+
+ /**
+ Indicates whether the engine has been configured correctly and is
+ ready for operation. In more advanced engines, the result of this
+ method should be taken as a suggestion and not as a prerequisite to
+ operate the engine.
+
+ @param status (if not null) contains the configuration errors of the engine
+ @return whether the engine is ready to operate
+ */
+ virtual bool isReady(std::string* status = fl::null) const;
+
+ /**
+ Computes the estimated complexity of operation of the engine
+ @return the estimated complexity of operation of the engine
+ */
+ virtual Complexity complexity() const;
+ /**
+ Processes the engine in its current state as follows: (a) Clears the
+ aggregated fuzzy output variables, (b) Activates the rule blocks, and
+ (c) Defuzzifies the output variables
+ @see Aggregated::clear()
+ @see RuleBlock::activate()
+ @see OutputVariable::defuzzify()
+ */
+ virtual void process();
+
+ /**
+ Restarts the engine by setting the values of the input variables to
+ fl::nan and clearing the output variables
+ @see Variable::setValue()
+ @see OutputVariable::clear()
+ */
+ virtual void restart();
+
+ /**
+ Sets the name of the engine
+ @param name is the name of the engine
+ */
+ virtual void setName(const std::string& name);
+ /**
+ Gets the name of the engine
+ @return the name of the engine
+ */
+ virtual std::string getName() const;
+
+ /**
+ Sets the description of the engine
+ @param description is the description of the engine
+ */
+ virtual void setDescription(const std::string& description);
+ /**
+ Gets the description of the engine
+ @return the description of the engine
+ */
+ virtual std::string getDescription() const;
+
+ /**
+ Sets the value of the given input variable.
+ The cost of this method is O(n), where n is the number of
+ input variables in the engine. For performance, please get the
+ variables by index.
+ @param name is the name of the input variable
+ @param value is the value for the input variable
+ */
+ virtual void setInputValue(const std::string& name, scalar value);
+ /**
+ Gets the value of the given output variable.
+ The cost of this method is O(n), where n is the number of
+ output variables in the engine. For performance, please get the
+ variables by index.
+ @param name is the name of the output variable
+ @return the value of the given output variable
+ */
+ virtual scalar getOutputValue(const std::string& name);
+
+ /**
+ Returns a string representation of the engine in the FuzzyLite
+ Language
+ @return a string representation of the engine in the FuzzyLite
+ Language
+ */
+ virtual std::string toString() const;
+
+ enum Type {
+ /**Mamdani: When the output variables have IntegralDefuzzifier%s*/
+ Mamdani,
+ /**Larsen: When Mamdani and AlgebraicProduct is the implication operator of
+ the rule blocks */
+ Larsen,
+ /**TakagiSugeno: When output variables have WeightedDefuzzifier%s of type
+ TakagiSugeno and the output variables have Constant, Linear, or
+ Function terms*/
+ TakagiSugeno,
+ /**Tsukamoto: When output variables have WeightedDefuzzifier%s of type
+ Tsukamoto and the output variables only have monotonic terms
+ (Concave, Ramp, Sigmoid, SShape, and ZShape)*/
+ Tsukamoto,
+ /**InverseTsukamoto: When output variables have WeightedDefuzzifier%s of type
+ TakagiSugeno and the output variables do not only have Constant,
+ Linear or Function terms*/
+ InverseTsukamoto,
+ /**Hybrid: When output variables have different defuzzifiers*/
+ Hybrid,
+ /**Unknown: When output variables have no defuzzifiers*/
+ Unknown
+ };
+ /**
+ Infers the type of the engine based on its current configuration
+
+ @param name stores a string representation of the engine type (if the
+ pointer passed is not `fl::null`)
+ @param reason stores a string representation explaining the reasons
+ for the inferred type (if the pointer passed is not `fl::null`)
+ @return the inferred type of the engine based on its current
+ configuration
+ */
+ virtual Type type(std::string* name = fl::null, std::string* reason = fl::null) const;
+
+ /**
+ Creates a clone of the engine
+ @return a clone of the engine
+ */
+ virtual Engine* clone() const;
+
+ /**
+ Returns a vector that contains the input variables followed by the
+ output variables in the order of insertion
+
+ @return a vector that contains the input variables followed by the
+ output variables in the order of insertion
+ */
+ virtual std::vector<Variable*> variables() const;
+
+ /**
+ Adds the input variable
+ @param inputVariable is the input variable
+ */
+ virtual void addInputVariable(InputVariable* inputVariable);
+ /**
+ Sets the input variable at the given index
+ @param inputVariable is the input variable to set
+ @param index is the index at which the input variable is to be stored
+ @return the input variable previously stored at the given index
+ */
+ virtual InputVariable* setInputVariable(InputVariable* inputVariable, std::size_t index);
+ /**
+ Inserts the input variable at the given index, shifting other
+ variables one position to the right
+ @param inputVariable is the input variable to insert
+ @param index is the index at which the input variable is to be
+ inserted
+ */
+ virtual void insertInputVariable(InputVariable* inputVariable, std::size_t index);
+ /**
+ Gets the input variable at the given index
+ @param index is the given index
+ @return the input variable at the given index
+ */
+ virtual InputVariable* getInputVariable(std::size_t index) const;
+ /**
+ Gets the input variable of the given name after iterating the input
+ variables. The cost of this method is O(n), where n is the number of
+ input variables in the engine. For performance, please get the
+ variables by index.
+ @param name is the name of the input variable
+ @return input variable of the given name
+ @throws fl::Exception if there is no variable with the given name
+ */
+ virtual InputVariable* getInputVariable(const std::string& name) const;
+ /**
+ Removes the input variable at the given index (without deleting it)
+ and shifts the remaining input variables one position to the left
+ @param index is the given index
+ @return the input variable at the given index
+ */
+ virtual InputVariable* removeInputVariable(std::size_t index);
+ /**
+ Removes the input variable of the given name (without deleting it) and
+ shifts the remaining input variables one position to the left
+ @param name is the name of the input variable
+ @return the input variable of the given name
+ @throws fl::Exception if there is no variable with the given name
+ */
+ virtual InputVariable* removeInputVariable(const std::string& name);
+ /**
+ Indicates whether an input variable of the given name is in the input
+ variables
+ @param name is the name of the input variable
+ @return whether an input variable is registered with the given name
+ */
+ virtual bool hasInputVariable(const std::string& name) const;
+ /**
+ Returns the number of input variables added to the engine
+ @return the number of input variables added to the engine
+ */
+ virtual std::size_t numberOfInputVariables() const;
+ /**
+ Returns an immutable vector of input variables
+ @return an immutable vector of input variables
+ */
+ virtual const std::vector<InputVariable*>& inputVariables() const;
+ /**
+ Sets the vector of input variables
+ @param inputVariables is the vector of input variables
+ */
+ virtual void setInputVariables(const std::vector<InputVariable*>& inputVariables);
+ /**
+ Returns a mutable vector of input variables
+ @return a mutable vector of input variables
+ */
+ virtual std::vector<InputVariable*>& inputVariables();
+
+ /**
+ Adds the output variable
+ @param outputVariable is the output variable
+ */
+ virtual void addOutputVariable(OutputVariable* outputVariable);
+ /**
+ Sets the output variable at the given index
+ @param outputVariable is the output variable to set
+ @param index is the index at which the output variable is to be stored
+ @return the output variable previously stored at the given index
+ */
+ virtual OutputVariable* setOutputVariable(OutputVariable* outputVariable, std::size_t index);
+ /**
+ Inserts the output variable at the given index, shifting other
+ variables one position to the right
+ @param outputVariable is the output variable to insert
+ @param index is the index at which the output variable is to be inserted
+ */
+ virtual void insertOutputVariable(OutputVariable* outputVariable, std::size_t index);
+ /**
+ Gets the output variable at the given index
+ @param index is the given index
+ @return the output variable at the given index
+ */
+ virtual OutputVariable* getOutputVariable(std::size_t index) const;
+ /**
+ Gets the output variable of the given name after iterating the output
+ variables. The cost of this method is O(n), where n is the number of
+ output variables in the engine. For performance, please get the
+ variables by index.
+ @param name is the name of the output variable
+ @return output variable of the given name
+ @throws fl::Exception if there is no variable with the given name
+ */
+ virtual OutputVariable* getOutputVariable(const std::string& name) const;
+
+ /**
+ Indicates whether an output variable of the given name is in the
+ output variables
+ @param name is the name of the output variable
+ @return whether an output variable is registered with the given name
+ */
+ virtual bool hasOutputVariable(const std::string& name) const;
+ /**
+ Removes the output variable at the given index (without deleting it)
+ and shifts the remaining output variables one position to the left
+ @param index is the given index
+ @return the output variable at the given index
+ */
+ virtual OutputVariable* removeOutputVariable(std::size_t index);
+ /**
+ Removes the output variable of the given name (without deleting it)
+ and shifts the remaining output variables one position to the left
+ @param name is the name of the output variable
+ @return the output variable of the given name
+ @throws fl::Exception if there is no variable with the given name
+ */
+ virtual OutputVariable* removeOutputVariable(const std::string& name);
+ /**
+ Returns the number of output variables added to the engine
+ @return the number of output variables added to the engine
+ */
+ virtual std::size_t numberOfOutputVariables() const;
+ /**
+ Returns an immutable vector of output variables
+ @return an immutable vector of output variables
+ */
+ virtual const std::vector<OutputVariable*>& outputVariables() const;
+ /**
+ Sets the vector of output variables
+ @param outputVariables is the vector of output variables
+ */
+ virtual void setOutputVariables(const std::vector<OutputVariable*>& outputVariables);
+ /**
+ Returns a mutable vector of output variables
+ @return a mutable vector of output variables
+ */
+ virtual std::vector<OutputVariable*>& outputVariables();
+
+ /**
+ Adds the rule block
+ @param ruleBlock is the rule block
+ */
+ virtual void addRuleBlock(RuleBlock* ruleBlock);
+ /**
+ Sets the rule block at the given index
+ @param ruleBlock is the rule block to set
+ @param index is the index at which the rule block is to be stored
+ @return the rule block previously stored at the given index
+ */
+ virtual RuleBlock* setRuleBlock(RuleBlock* ruleBlock, std::size_t index);
+ /**
+ Inserts the rule block at the given index, shifting other blocks one
+ position to the right
+ @param ruleBlock is the rule block to insert
+ @param index is the index at which the rule block is to be inserted
+ */
+ virtual void insertRuleBlock(RuleBlock* ruleBlock, std::size_t index);
+ /**
+ Gets the rule block at the given index
+ @param index is the given index
+ @return the rule block at the given index
+ */
+ virtual RuleBlock* getRuleBlock(std::size_t index) const;
+ /**
+ Gets the rule block of the given name after iterating the rule blocks.
+ The cost of this method is O(n), where n is the number of
+ rule blocks in the engine. For performance, please get the rule blocks
+ by index.
+ @param name is the name of the rule block
+ @return rule block of the given name
+ @throws fl::Exception if there is no block with the given name
+ */
+ virtual RuleBlock* getRuleBlock(const std::string& name) const;
+ /**
+ Indicates whether an rule block of the given name is in the rule
+ blocks
+ @param name is the name of the rule block
+ @return whether an rule block of the given name is in the rule blocks
+
+ */
+ virtual bool hasRuleBlock(const std::string& name) const;
+ /**
+ Removes the rule block at the given index (without deleting it) and
+ shifts the remaining rule blocks one position to the left
+ @param index is the given index
+ @return the rule block at the given index
+ */
+ virtual RuleBlock* removeRuleBlock(std::size_t index);
+ /**
+ Removes the rule block of the given name (without deleting it) and
+ shifts the remaining rule blocks one position to the left
+ @param name is the name of the rule block
+ @return the rule block of the given name
+ @throws fl::Exception if there is no rule block with the given name
+ */
+ virtual RuleBlock* removeRuleBlock(const std::string& name);
+ /**
+ Returns the number of rule blocks added to the engine
+ @return the number of rule blocks added to the engine
+ */
+ virtual std::size_t numberOfRuleBlocks() const;
+ /**
+ Returns an immutable vector of rule blocks
+ @return an immutable vector of rule blocks
+ */
+ virtual const std::vector<RuleBlock*>& ruleBlocks() const;
+ /**
+ Sets the vector of rule blocks
+ @param ruleBlocks is the vector of rule blocks
+ */
+ virtual void setRuleBlocks(const std::vector<RuleBlock*>& ruleBlocks);
+ /**
+ Returns a mutable vector of rule blocks
+ @return a mutable vector of rule blocks
+ */
+ virtual std::vector<RuleBlock*>& ruleBlocks();
+
+ };
+}
+#endif /* FL_ENGINE_H */
diff --git a/fuzzylite/fl/Exception.h b/fuzzylite/fl/Exception.h
new file mode 100644
index 0000000..60996f1
--- /dev/null
+++ b/fuzzylite/fl/Exception.h
@@ -0,0 +1,140 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#ifndef FL_EXCEPTION_H
+#define FL_EXCEPTION_H
+
+#include "fl/fuzzylite.h"
+
+#include <exception>
+#include <string>
+#include <vector>
+
+namespace fl {
+
+ /**
+
+ The Exception class is the only type of exception that is utilized
+ throughout the library. If the library is built with the compiling flag
+ `-DFL_BACKTRACE=ON`, the method Exception::btCallStack() will provide a
+ stack trace when an exception is thrown. Please, have in mind that
+ enabling the stack trace requires the external library `dbghelp` in
+ the Windows platform, which is generally available in the operating
+ system.
+
+ @author Juan Rada-Vilela, Ph.D.
+ @since 4.0
+
+ */
+
+#ifdef FL_WINDOWS
+ //Disable warning for dllexport of std::exception in Windows
+#pragma warning (push)
+#pragma warning (disable:4275)
+#endif
+
+ class FL_API Exception : public std::exception {
+#ifdef FL_WINDOWS
+#pragma warning (pop)
+#endif
+ private:
+ std::string _what;
+ public:
+ explicit Exception(const std::string& what);
+ /**
+ Constructor to be used in conjunction with macro `FL_AT`
+ @param what is the message of the exception
+ @param file is the name of the file where the exception occurred
+ @param line is the line number in the file where the exception occurred
+ @param function is the name of the function where the exception occurred
+ */
+ explicit Exception(const std::string& what, const std::string& file, int line,
+ const std::string& function);
+ virtual ~Exception() FL_INOEXCEPT FL_IOVERRIDE;
+ FL_DEFAULT_COPY_AND_MOVE(Exception)
+
+ /**
+ Sets the message of the `std::exception`
+ @param what is the message of the `std::exception`
+ */
+ virtual void setWhat(const std::string& what);
+ /**
+ Gets the message of the `std::exception`
+ @return the message of the `std::exception`
+ */
+ virtual std::string getWhat() const;
+ /**
+ Gets the message of the `std::exception`
+ @return the message of the `std::exception`
+ */
+ virtual const char* what() const FL_INOEXCEPT FL_IOVERRIDE;
+
+ /**
+ Appends a message to the exception
+ @param whatElse is a message to the exception
+ */
+ virtual void append(const std::string& whatElse);
+ /**
+ Appends an error trace to the exception. The method can be called
+ utilizing the macro `FL_AT`
+ @param file is the name of the file where the exception occurred
+ @param line is the line number in the file where the exception occurred
+ @param function is the name of the function where the exception occurred
+ */
+ virtual void append(const std::string& file, int line, const std::string& function);
+ /**
+ Appends an error trace with a message to the exception. The method can be called
+ utilizing the macro `FL_AT`
+ @param whatElse is further information about the exception
+ @param file is the name of the file where the exception occurred
+ @param line is the line number in the file where the exception occurred
+ @param function is the name of the function where the exception occurred
+ */
+ virtual void append(const std::string& whatElse,
+ const std::string& file, int line, const std::string& function);
+
+ /**
+ Returns the stack trace (if enabled)
+ @return the stack trace (if enabled)
+ */
+ static std::string btCallStack();
+
+ /**
+ Provides a signal handler to catch signals
+ @param signal is the code of the signal
+ */
+ static void signalHandler(int signal);
+
+ /**
+ Converts a given signal into an Exception (does not work very well on Windows)
+ @param signal is the code of the signal
+ */
+ static void convertToException(int signal);
+
+ /**
+ Provides a handler for `terminate` and `unexpected` signals
+ */
+ static void terminate();
+ /**
+ Logs the exception to console and proceeds the regular execution of the library
+ @param exception is the exception thrown
+ */
+ static void catchException(const std::exception& exception);
+
+
+ };
+}
+#endif /* FL_EXCEPTION_H */
diff --git a/fuzzylite/fl/Headers.h b/fuzzylite/fl/Headers.h
new file mode 100644
index 0000000..1c41002
--- /dev/null
+++ b/fuzzylite/fl/Headers.h
@@ -0,0 +1,148 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#ifndef FL_HEADERS_H
+#define FL_HEADERS_H
+
+/**
+ The Headers.h file contains the headers of all the classes in the
+ `fuzzylite` library, thereby encouraging the use of the directive `#include
+ "fl/Headers.h"` in projects using the library.
+ */
+
+
+#include "fl/fuzzylite.h"
+
+#include "fl/Benchmark.h"
+#include "fl/Complexity.h"
+#include "fl/Console.h"
+#include "fl/Engine.h"
+#include "fl/Exception.h"
+
+#include "fl/activation/Activation.h"
+#include "fl/activation/First.h"
+#include "fl/activation/General.h"
+#include "fl/activation/Highest.h"
+#include "fl/activation/Last.h"
+#include "fl/activation/Lowest.h"
+#include "fl/activation/Proportional.h"
+#include "fl/activation/Threshold.h"
+
+#include "fl/defuzzifier/Bisector.h"
+#include "fl/defuzzifier/Centroid.h"
+#include "fl/defuzzifier/Defuzzifier.h"
+#include "fl/defuzzifier/IntegralDefuzzifier.h"
+#include "fl/defuzzifier/SmallestOfMaximum.h"
+#include "fl/defuzzifier/LargestOfMaximum.h"
+#include "fl/defuzzifier/MeanOfMaximum.h"
+#include "fl/defuzzifier/WeightedAverage.h"
+#include "fl/defuzzifier/WeightedDefuzzifier.h"
+#include "fl/defuzzifier/WeightedSum.h"
+
+#include "fl/factory/ActivationFactory.h"
+#include "fl/factory/CloningFactory.h"
+#include "fl/factory/ConstructionFactory.h"
+#include "fl/factory/FactoryManager.h"
+#include "fl/factory/FunctionFactory.h"
+#include "fl/factory/DefuzzifierFactory.h"
+#include "fl/factory/HedgeFactory.h"
+#include "fl/factory/SNormFactory.h"
+#include "fl/factory/TNormFactory.h"
+#include "fl/factory/TermFactory.h"
+
+#include "fl/imex/CppExporter.h"
+#include "fl/imex/FclImporter.h"
+#include "fl/imex/FclExporter.h"
+#include "fl/imex/FisImporter.h"
+#include "fl/imex/FisExporter.h"
+#include "fl/imex/FldExporter.h"
+#include "fl/imex/FllImporter.h"
+#include "fl/imex/FllExporter.h"
+#include "fl/imex/JavaExporter.h"
+#include "fl/imex/RScriptExporter.h"
+
+#include "fl/hedge/Any.h"
+#include "fl/hedge/Extremely.h"
+#include "fl/hedge/Hedge.h"
+#include "fl/hedge/HedgeFunction.h"
+#include "fl/hedge/Not.h"
+#include "fl/hedge/Seldom.h"
+#include "fl/hedge/Somewhat.h"
+#include "fl/hedge/Very.h"
+
+#include "fl/Operation.h"
+
+#include "fl/norm/Norm.h"
+#include "fl/norm/SNorm.h"
+#include "fl/norm/TNorm.h"
+
+#include "fl/norm/s/AlgebraicSum.h"
+#include "fl/norm/s/BoundedSum.h"
+#include "fl/norm/s/DrasticSum.h"
+#include "fl/norm/s/EinsteinSum.h"
+#include "fl/norm/s/HamacherSum.h"
+#include "fl/norm/s/Maximum.h"
+#include "fl/norm/s/NilpotentMaximum.h"
+#include "fl/norm/s/NormalizedSum.h"
+#include "fl/norm/s/SNormFunction.h"
+#include "fl/norm/s/UnboundedSum.h"
+
+#include "fl/norm/t/AlgebraicProduct.h"
+#include "fl/norm/t/BoundedDifference.h"
+#include "fl/norm/t/DrasticProduct.h"
+#include "fl/norm/t/EinsteinProduct.h"
+#include "fl/norm/t/HamacherProduct.h"
+#include "fl/norm/t/Minimum.h"
+#include "fl/norm/t/NilpotentMinimum.h"
+#include "fl/norm/t/TNormFunction.h"
+
+#include "fl/rule/Antecedent.h"
+#include "fl/rule/Consequent.h"
+#include "fl/rule/Rule.h"
+#include "fl/rule/RuleBlock.h"
+#include "fl/rule/Expression.h"
+
+#include "fl/term/Aggregated.h"
+#include "fl/term/Bell.h"
+#include "fl/term/Binary.h"
+#include "fl/term/Concave.h"
+#include "fl/term/Constant.h"
+#include "fl/term/Cosine.h"
+#include "fl/term/Discrete.h"
+#include "fl/term/Function.h"
+#include "fl/term/Gaussian.h"
+#include "fl/term/GaussianProduct.h"
+#include "fl/term/Linear.h"
+#include "fl/term/PiShape.h"
+#include "fl/term/Ramp.h"
+#include "fl/term/Rectangle.h"
+#include "fl/term/SShape.h"
+#include "fl/term/Sigmoid.h"
+#include "fl/term/SigmoidDifference.h"
+#include "fl/term/SigmoidProduct.h"
+#include "fl/term/Spike.h"
+#include "fl/term/Term.h"
+#include "fl/term/Activated.h"
+#include "fl/term/Trapezoid.h"
+#include "fl/term/Triangle.h"
+#include "fl/term/ZShape.h"
+
+#include "fl/variable/InputVariable.h"
+#include "fl/variable/OutputVariable.h"
+#include "fl/variable/Variable.h"
+
+
+#endif /* FL_HEADERS_H */
diff --git a/fuzzylite/fl/Operation.h b/fuzzylite/fl/Operation.h
new file mode 100644
index 0000000..8070116
--- /dev/null
+++ b/fuzzylite/fl/Operation.h
@@ -0,0 +1,1069 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#ifndef FL_OPERATION_H
+#define FL_OPERATION_H
+
+#include "fl/fuzzylite.h"
+
+#include "fl/Exception.h"
+
+#include <string>
+#include <vector>
+
+namespace fl {
+
+ /**
+ The Operation class contains methods for numeric operations, string
+ manipulation, and other functions, all of which are also accessible via
+ fl::Op.
+
+ @author Juan Rada-Vilela, Ph.D.
+ @since 4.0
+ */
+ class Operation {
+ public:
+
+ /**
+ Returns the minimum between the two parameters
+ @param a
+ @param b
+ @return @f$\min(a,b)@f$
+ */
+ template <typename T>
+ static T min(T a, T b);
+
+ /**
+ Returns the maximum between the two parameters
+ @param a
+ @param b
+ @return @f$\max(a,b)@f$
+ */
+ template <typename T>
+ static T max(T a, T b);
+
+ /**
+ Returns @f$x@f$ bounded in @f$[\min,\max]@f$
+ @param x is the value to be bounded
+ @param min is the minimum value of the range
+ @param max is the maximum value of the range
+ @return @f$
+ \begin{cases}
+ \min & \mbox{if $x < \min$} \cr
+ \max & \mbox{if $x > \max$} \cr
+ x & \mbox{otherwise}
+ \end{cases}
+ @f$
+ */
+ template <typename T>
+ static T bound(T x, T min, T max);
+
+ /**
+ Indicates whether @f$x@f$ is within the boundaries (open or closed)
+ @param x is the value
+ @param min is the minimum of the range
+ @param max is the maximum of the range
+ @param geq determines whether the maximum is a closed interval
+ @param leq determines whether the minimum is a closed interval
+ @return @f$
+ \begin{cases}
+ x \in [\min,\max] & \mbox{if $geq \wedge leq$} \cr
+ x \in (\min,\max] & \mbox{if $geq \wedge \bar{leq}$} \cr
+ x \in [\min, \max) & \mbox{if $\bar{geq} \wedge leq$} \cr
+ x \in (\min, \max) & \mbox{if $\bar{geq} \wedge \bar{leq}$} \cr
+ \end{cases}
+ @f$
+ */
+ template <typename T>
+ static bool in(T x, T min, T max, bool geq = true, bool leq = true);
+
+ /**
+ Indicates whether @f$x@f$ is infinity
+ @param x is the value
+ @return whether @f$x@f$ is infinity
+ */
+ template <typename T>
+ static bool isInf(T x);
+
+ /**
+ Indicates whether @f$x@f$ is not-a-number (NaN)
+ @param x is the value
+ @return whether @f$x@f$ is not-a-number (NaN)
+ */
+ template <typename T>
+ static bool isNaN(T x);
+
+ /**
+ Indicates whether @f$x@f$ is finite, that is, @f$x \not\in
+ \{\pm\infty, \mathrm{NaN}\}@f$
+ @param x is the value
+ @return whether @f$x@f$ is finite
+ */
+ template <typename T>
+ static bool isFinite(T x);
+
+ /**
+ Returns whether @f$a@f$ is less than @f$b@f$ at the given tolerance
+ @param a
+ @param b
+ @param macheps is the minimum difference upon which two
+ floating-point values are considered equivalent
+ @return whether @f$a@f$ is less than @f$b@f$ at the given tolerance
+ */
+ static bool isLt(scalar a, scalar b, scalar macheps = fuzzylite::_macheps);
+ /**
+ Returns whether @f$a@f$ is less than or equal to @f$b@f$ at the given
+ tolerance
+ @param a
+ @param b
+ @param macheps is the minimum difference upon which two
+ floating-point values are considered equivalent
+ @return whether @f$a@f$ is less than or equal to @f$b@f$ at the given
+ tolerance
+ */
+ static bool isLE(scalar a, scalar b, scalar macheps = fuzzylite::_macheps);
+ /**
+ Returns whether @f$a@f$ is equal to @f$b@f$ at the given tolerance
+ @param a
+ @param b
+ @param macheps is the minimum difference upon which two
+ floating-point values are considered equivalent
+ @return whether @f$a@f$ is equal to @f$b@f$ at the given tolerance
+ */
+ static bool isEq(scalar a, scalar b, scalar macheps = fuzzylite::_macheps);
+ /**
+ Returns whether @f$a@f$ is greater than @f$b@f$ at the given tolerance
+ @param a
+ @param b
+ @param macheps is the minimum difference upon which two
+ floating-point values are considered equivalent
+ @return whether @f$a@f$ is greater than @f$b@f$ at the given tolerance
+ */
+ static bool isGt(scalar a, scalar b, scalar macheps = fuzzylite::_macheps);
+ /**
+ Returns whether @f$a@f$ is greater than or equal to @f$b@f$ at the
+ given tolerance
+ @param a
+ @param b
+ @param macheps is the minimum difference upon which two
+ floating-point values are considered equivalent
+ @return whether @f$a@f$ is greater than or equal to @f$b@f$ at the
+ given tolerance
+ */
+ static bool isGE(scalar a, scalar b, scalar macheps = fuzzylite::_macheps);
+
+ /**
+ Linearly interpolates the parameter @f$x@f$ in range
+ `[fromMin,fromMax]` to a new value in the range `[toMin,toMax]`
+ @param x is the source value to interpolate
+ @param fromMin is the minimum value of the source range
+ @param fromMax is the maximum value of the source range
+ @param toMin is the minimum value of the target range
+ @param toMax is the maximum value of the target range
+ @return the source value linearly interpolated to the target range:
+ @f$ y = y_a + (y_b - y_a) \dfrac{x-x_a}{x_b-x_a} @f$
+ */
+ static scalar scale(scalar x, scalar fromMin, scalar fromMax,
+ scalar toMin, scalar toMax);
+
+ /**
+ Linearly interpolates the parameter @f$x@f$ in range
+ `[fromMin,fromMax]` to a new value in the range `[toMin,toMax]`,
+ truncated to the range `[toMin,toMax]` if bounded is `true`.
+ @param x is the source value to interpolate
+ @param fromMin is the minimum value of the source range
+ @param fromMax is the maximum value of the source range
+ @param toMin is the minimum value of the target range
+ @param toMax is the maximum value of the target range
+ @param bounded determines whether the resulting value is bounded to
+ the range
+ @return the source value linearly interpolated to the target range:
+ @f$ y = y_a + (y_b - y_a) \dfrac{x-x_a}{x_b-x_a} @f$
+ */
+ static scalar scale(scalar x, scalar fromMin, scalar fromMax,
+ scalar toMin, scalar toMax, bool bounded);
+
+ /**
+ Adds two values
+ @param a
+ @param b
+ @return @f$a+b@f$
+ */
+ static scalar add(scalar a, scalar b);
+ /**
+ Subtracts two values
+ @param a
+ @param b
+ @return @f$a-b@f$
+ */
+ static scalar subtract(scalar a, scalar b);
+ /**
+ Multiplies two values
+ @param a
+ @param b
+ @return @f$a\times b@f$
+ */
+ static scalar multiply(scalar a, scalar b);
+ /**
+ Divides two values
+ @param a
+ @param b
+ @return @f$a/b@f$
+ */
+ static scalar divide(scalar a, scalar b);
+ /**
+ Computes the modulo
+ @param a
+ @param b
+ @return @f$a \mod b@f$
+ */
+ static scalar modulo(scalar a, scalar b);
+
+ /**
+ Computes the logical AND
+ @param a
+ @param b
+ @return @f$
+ \begin{cases}
+ 1.0 & \mbox{if $a=1 \wedge b=1$}\cr
+ 0.0 & \mbox{otherwise}
+ \end{cases}
+ @f$
+ */
+ static scalar logicalAnd(scalar a, scalar b);
+ /**
+ Computes the logical OR
+ @param a
+ @param b
+ @return @f$
+ \begin{cases}
+ 1.0 & \mbox{if $a=1 \vee b=1$}\cr
+ 0.0 & \mbox{otherwise}
+ \end{cases}
+ @f$
+ */
+ static scalar logicalOr(scalar a, scalar b);
+ /**
+ Returns the complement of the value
+ @param a
+ @return @f$
+ \begin{cases}
+ 0.0 & \mbox{if $a=1$}\cr
+ 1.0 & \mbox{otherwise}
+ \end{cases}
+ @f$
+ */
+ static scalar logicalNot(scalar a);
+ /**
+ Negates the value
+ @param a
+ @return -a
+ */
+ static scalar negate(scalar a);
+ /**
+ Rounds the value to the nearest integer
+ @param x
+ @return @f$
+ \begin{cases}
+ \lfloor x + 0.5 \rfloor & \mbox{if $x > 0$}\cr
+ \lceil x - 0.5 \rceil & \mbox{otherwise}
+ \end{cases}
+ @f$
+ */
+ static scalar round(scalar x);
+
+ /**
+ Returns whether @f$a@f$ is greater than or equal to @f$b@f$ at the
+ default tolerance
+ @param a
+ @param b
+ @return whether @f$a@f$ is greater than or equal to @f$b@f$ at the
+ default tolerance
+ */
+ static scalar gt(scalar a, scalar b);
+ /**
+ Returns whether @f$a@f$ is greater than or equal to @f$b@f$ at the
+ default tolerance
+ @param a
+ @param b
+ @return whether @f$a@f$ is greater than or equal to @f$b@f$ at the
+ default tolerance
+ */
+ static scalar ge(scalar a, scalar b);
+ /**
+ Returns whether @f$a@f$ is equal to @f$b@f$ at the default tolerance
+ @param a
+ @param b
+ @return whether @f$a@f$ is equal to @f$b@f$ at the default tolerance
+ */
+ static scalar eq(scalar a, scalar b);
+ /**
+ Returns whether @f$a@f$ is different from @f$b@f$ at the default
+ tolerance
+ @param a
+ @param b
+ @return whether @f$a@f$ is different from @f$b@f$ at the default
+ tolerance
+ */
+ static scalar neq(scalar a, scalar b);
+ /**
+ Returns whether @f$a@f$ is less than or equal to @f$b@f$ at the
+ default tolerance
+ @param a
+ @param b
+ @return whether @f$a@f$ is less than or equal to @f$b@f$ at the
+ default tolerance
+ */
+ static scalar le(scalar a, scalar b);
+ /**
+ Returns whether @f$a@f$ is less than @f$b@f$ at the default tolerance
+ @param a
+ @param b
+ @return whether @f$a@f$ is less than @f$b@f$ at the default tolerance
+ */
+ static scalar lt(scalar a, scalar b);
+
+ /**
+ Returns a random number
+ */
+ static int random();
+
+ /**
+ Increments @f$x@f$ by the unit, treating the entire vector as a
+ number. For example, incrementing a few times @f$x_0=\{0,0\}@f$
+ within boundaries @f$[0,1]@f$ results in: @f$x_1=\{0,1\}@f$,
+ @f$x_2=\{1,0\}@f$, @f$x_3=\{1,1\}@f$, @f$x_4=\{0,0\}@f$.
+ @param x is the vector to increment
+ @param min is the minimum value of the dimension
+ @param max is the maximum value of the dimension
+ @return `true` if @f$x@f$ was incremented, `false` otherwise (e.g.,
+ incrementing @f$x_3@f$ returns `false`). In earlier versions to 6.0, the
+ result was the inverse and indicated whether the counter had overflown
+ (most sincere apologies for this change).
+ */
+ static bool increment(std::vector<int>& x, std::vector<int>& min, std::vector<int>& max);
+ /**
+ Increments @f$x@f$ by the unit at the given position, treating the
+ entire vector as a number. For example, incrementing
+ @f$x_0=\{0,0,0\}@f$ within boundaries @f$[0,1]@f$ at the second
+ position results in: @f$x_1=\{0,1,0\}@f$, @f$x_2=\{1,0,0\}@f$,
+ @f$x_3=\{1,1,0\}@f$, @f$x_4=\{0,0,0\}@f$.
+ @param x is the vector to increment
+ @param position is the position of the vector to increment, where
+ smaller values lead to higher significance digits
+ @param min is the minimum value of the dimension
+ @param max is the maximum value of the dimension
+ @return `true` if @f$x@f$ was incremented, `false` otherwise (e.g.,
+ incrementing @f$x_3@f$ returns `false`). In earlier versions to 6.0, the
+ result was the inverse and indicated whether the counter had overflown
+ (most sincere apologies for this change).
+ */
+ static bool increment(std::vector<int>& x, int position, std::vector<int>& min, std::vector<int>& max);
+
+ /**
+ Computes the sum of the vector
+ */
+ template <typename T>
+ static T sum(const std::vector<T>& x);
+ /**
+ Computes the mean of the vector
+ @param x is the vector
+ @return @f$\dfrac{\sum_i{x_i}}{|x|}@f$
+ */
+ template <typename T>
+ static scalar mean(const std::vector<T>& x);
+ /**
+ Computes the variance of the vector
+ @param x is the vector
+ @return @f$ \sum_i{ (x_i - \bar{x})^2 } / (|x| - 1) @f$
+ */
+ template <typename T>
+ static scalar variance(const std::vector<T>& x);
+ /**
+ Computes the variance of the vector using the given mean
+ @param x is the vector
+ @param mean is the mean value of the vector
+ @return @f$ \sum_i{ (x_i - \bar{x})^2 } / (|x| - 1) @f$
+ */
+ template <typename T>
+ static scalar variance(const std::vector<T>& x, scalar mean);
+ /**
+ Computes the standard deviation of the vector
+ @param x
+ @return @f$ \sqrt{\mbox{variance}(x, \bar{x})} @f$
+ */
+ template <typename T>
+ static scalar standardDeviation(const std::vector<T>& x);
+ /**
+ Computes the standard deviation of the vector using the given mean
+ @param x
+ @param mean is the mean value of x
+ @return @f$ \sqrt{\mbox{variance}(x, \bar{x})} @f$
+ */
+ template <typename T>
+ static scalar standardDeviation(const std::vector<T>& x, scalar mean);
+
+ /**
+ Returns a valid name for variables
+ @param name
+ @return an name whose characters are in `[a-zA-Z_0-9.]`
+ */
+ static std::string validName(const std::string& name);
+
+ /**
+ Replaces the substrings that are equal to the given expression
+ @param str is the target string
+ @param find is the string to find
+ @param replace is the string to replace the findings
+ @param replaceAll whether all the substrings are to be replaced or
+ just the first string
+ @return the original string with replacements
+ */
+ static std::string findReplace(const std::string& str, const std::string& find,
+ const std::string& replace, bool replaceAll = true);
+
+ /**
+ Replaces the first substring that is equal to the given expression
+ @param str is the target string
+ @param find is the string to find
+ @param replace is the string to replace
+ @return the original string with the replacement
+ */
+ static std::string replaceFirst(const std::string& str, const std::string& find,
+ const std::string& replace);
+
+ /**
+ Replaces the every substring that is equal to the given expression
+ @param str is the target string
+ @param find is the string to find
+ @param replace is the string to replace
+ @return the original string with all of the replacements
+ */
+ static std::string replaceAll(const std::string& str, const std::string& find,
+ const std::string& replace);
+
+ /**
+ Splits the string around the given delimiter
+ @param str is the string to split
+ @param delimiter is the substrings on which the string will be split
+ @param ignoreEmpty whether the empty strings are discarded
+ @return the string split around the given delimiter
+ */
+ static std::vector<std::string> split(const std::string& str,
+ const std::string& delimiter = " ", bool ignoreEmpty = true);
+
+ /**
+ Removes whitespace at the beginning and end of the text
+ @param text
+ @return a space-trimmed string
+ */
+ static std::string trim(const std::string& text);
+
+ /**
+ Replaces every matching character in the text with the given
+ replacement
+ @param text is the string to have replacements
+ @param matchesChar is a pointer to a method that indicates whether
+ the given character is a match
+ @param replacement a string to replace a matching character
+ @return the string with every matching character replaced
+ */
+ static std::string format(const std::string& text, int matchesChar(int),
+ const std::string& replacement = "");
+
+ /**
+ Parses the given string into a scalar value
+ @param x is the string to parse
+ @return the given string into a scalar value
+ @throws fl::Exception if the string does not contain a scalar value
+ */
+ static scalar toScalar(const std::string& x); //throws (fl::Exception)
+
+ /**
+ Parses the given string into a scalar value without throwing an
+ exception
+ @param x is the string to parse
+ @param alternative is the value to return if the string does not
+ contain a scalar value
+ @param ok contains whether the operation was successful (optional)
+ @return the given string into a scalar value or the alternative value
+ if the string does not contain a scalar value
+ */
+ static scalar toScalar(const std::string& x, scalar alternative,
+ bool* ok = fl::null) FL_INOEXCEPT;
+
+ /**
+ Parses the given string into a vector of scalar values
+ @param x is the string containing space-separated values to parse
+ @return the vector of scalar values
+ @throws fl::Exception if the string contains an invalid scalar value
+ */
+ static std::vector<scalar> toScalars(const std::string& x); //throws (fl::Exception)
+
+ /**
+ Parses the given string into a vector of scalar values
+ @param x is the string containing space-separated values to parse
+ @param alternative is the value to use if an invalid value is found
+ @param ok contains whether the operation was successful (optional)
+ @return the vector of scalar values
+ */
+ static std::vector<scalar> toScalars(const std::string& x, scalar alternative,
+ bool* ok = fl::null) FL_INOEXCEPT;
+
+ /**
+ Indicates whether the string can be converted to a numeric value.
+ @param x
+ @return whether the string can be converted to a numeric value
+ */
+ static bool isNumeric(const std::string& x);
+
+ /**
+ Returns a string representation of the given value
+ @param x is the value
+ @param decimals is the number of decimals to display
+ @param scalarFormat are the flags for the underlying std::ostringstream
+ @return a string representation of the given value
+ */
+ template <typename T>
+ static std::string str(T x, int decimals = fuzzylite::_decimals,
+ std::ios_base::fmtflags scalarFormat = fuzzylite::_scalarFormat);
+
+ /**
+ Joins a vector of elements by the given separator into a single
+ string. The elements are represented as strings utilizing the
+ Operation::str() method on each element
+ @param x is the vector of elements
+ @param separator is the string to add between the elements
+ @return a single string joining the vector of elements by the given
+ separator
+ */
+ template <typename T>
+ static std::string join(const std::vector<T>& x, const std::string& separator);
+
+ /**
+ Joins a variadic number of elements by the given separator into a
+ single string. The elements are represented as strings utilizing the
+ Operation::str() method on each element
+ @param items is the number of elements to join
+ @param separator is the string to add between the elements
+ @param first is the first element, which defines the type of the
+ subsequent elements
+ @param ... are the remaining elements to join
+ @return a single string joining the variadic number of elements by
+ the given separator
+ */
+ template <typename T>
+ static std::string join(int items, const std::string& separator, T first, ...);
+ };
+
+ /**A shortened type to refer to Operation*/
+ typedef Operation Op;
+}
+
+
+/**
+ Template implementation
+ */
+
+#include "fl/defuzzifier/Defuzzifier.h"
+#include "fl/norm/Norm.h"
+#include "fl/norm/SNorm.h"
+#include "fl/norm/TNorm.h"
+
+#include <algorithm>
+#include <iomanip>
+#include <cstdarg>
+#include <cctype>
+
+namespace fl {
+
+ template <typename T>
+ inline T Operation::min(T a, T b) {
+ if (Op::isNaN(a)) return b;
+ if (Op::isNaN(b)) return a;
+ return a < b ? a : b;
+ }
+
+ template <typename T>
+ inline T Operation::max(T a, T b) {
+ if (Op::isNaN(a)) return b;
+ if (Op::isNaN(b)) return a;
+ return a > b ? a : b;
+ }
+
+ template <typename T>
+ inline T Operation::bound(T x, T min, T max) {
+ if (x > max) return max;
+ if (x < min) return min;
+ return x;
+ }
+
+ template <typename T>
+ inline bool Operation::in(T x, T min, T max, bool geq, bool leq) {
+ bool left = geq ? Op::isGE(x, min) : Op::isGt(x, min);
+ bool right = leq ? Op::isLE(x, max) : Op::isLt(x, max);
+ return (left and right);
+ }
+
+ template <typename T>
+ inline bool Operation::isInf(T x) {
+ return x == fl::inf or x == -fl::inf;
+ }
+
+ template <typename T>
+ inline bool Operation::isNaN(T x) {
+ return (x != x);
+ }
+
+ template<typename T>
+ inline bool Operation::isFinite(T x) {
+ return not (x != x or x == fl::inf or x == -fl::inf);
+ }
+
+ inline bool Operation::isLt(scalar a, scalar b, scalar macheps) {
+ return not (a == b or std::abs(a - b) < macheps or (a != a and b != b)) and a < b;
+ }
+
+ inline bool Operation::isLE(scalar a, scalar b, scalar macheps) {
+ return a == b or std::abs(a - b) < macheps or (a != a and b != b) or a < b;
+ }
+
+ inline bool Operation::isEq(scalar a, scalar b, scalar macheps) {
+ return a == b or std::abs(a - b) < macheps or (a != a and b != b);
+ }
+
+ inline bool Operation::isGt(scalar a, scalar b, scalar macheps) {
+ return not (a == b or std::abs(a - b) < macheps or (a != a and b != b)) and a > b;
+ }
+
+ inline bool Operation::isGE(scalar a, scalar b, scalar macheps) {
+ return a == b or std::abs(a - b) < macheps or (a != a and b != b) or a > b;
+ }
+
+ inline scalar Operation::scale(scalar x, scalar fromMin, scalar fromMax, scalar toMin, scalar toMax) {
+ return (toMax - toMin) / (fromMax - fromMin) * (x - fromMin) + toMin;
+ }
+
+ inline scalar Operation::scale(scalar x, scalar fromMin, scalar fromMax, scalar toMin, scalar toMax, bool bounded) {
+ scalar result = (toMax - toMin) / (fromMax - fromMin) * (x - fromMin) + toMin;
+ return bounded ? Op::bound(result, toMin, toMax) : result;
+ }
+
+ inline scalar Operation::add(scalar a, scalar b) {
+ return a + b;
+ }
+
+ inline scalar Operation::subtract(scalar a, scalar b) {
+ return a - b;
+ }
+
+ inline scalar Operation::multiply(scalar a, scalar b) {
+ return a * b;
+ }
+
+ inline scalar Operation::divide(scalar a, scalar b) {
+ return a / b;
+ }
+
+ inline scalar Operation::modulo(scalar a, scalar b) {
+ return fmod(a, b);
+ }
+
+ inline scalar Operation::logicalAnd(scalar a, scalar b) {
+ return (isEq(a, 1.0) and isEq(b, 1.0)) ? 1.0 : 0.0;
+ }
+
+ inline scalar Operation::logicalOr(scalar a, scalar b) {
+ return (isEq(a, 1.0) or isEq(b, 1.0)) ? 1.0 : 0.0;
+ }
+
+ inline scalar Operation::logicalNot(scalar a) {
+ return isEq(a, 1.0) ? 0.0 : 1.0;
+ }
+
+ inline scalar Operation::negate(scalar a) {
+ return -a;
+ }
+
+ inline scalar Operation::round(scalar x) {
+ return (x > 0.0) ? std::floor(x + 0.5) : std::ceil(x - 0.5);
+ }
+
+ inline scalar Operation::gt(scalar a, scalar b) {
+ return isGt(a, b);
+ }
+
+ inline scalar Operation::ge(scalar a, scalar b) {
+ return isGE(a, b);
+ }
+
+ inline scalar Operation::eq(scalar a, scalar b) {
+ return isEq(a, b);
+ }
+
+ inline scalar Operation::neq(scalar a, scalar b) {
+ return not isEq(a, b);
+ }
+
+ inline scalar Operation::le(scalar a, scalar b) {
+ return isLE(a, b);
+ }
+
+ inline scalar Operation::lt(scalar a, scalar b) {
+ return isLt(a, b);
+ }
+
+ inline int Operation::random() {
+ return std::rand();
+ }
+
+ inline bool Operation::increment(std::vector<int>& x, std::vector<int>& min, std::vector<int>& max) {
+ return increment(x, -1 + int(x.size()), min, max);
+ }
+
+ inline bool Operation::increment(std::vector<int>& x, int position, std::vector<int>& min, std::vector<int>& max) {
+ if (x.empty() or position < 0) return false;
+
+ bool incremented = true;
+ if (x.at(position) < max.at(position)) {
+ ++x.at(position);
+ } else {
+ incremented = !(position == 0);
+ x.at(position) = min.at(position);
+ --position;
+ if (position >= 0) {
+ incremented = increment(x, position, min, max);
+ }
+ }
+ return incremented;
+ }
+
+ template<typename T>
+ inline T Operation::sum(const std::vector<T>& x) {
+ T result = T(0);
+ for (std::size_t i = 0; i < x.size(); ++i) {
+ result += x.at(i);
+ }
+ return result;
+ }
+
+ template<typename T>
+ inline scalar Operation::mean(const std::vector<T>& x) {
+ return scalar(sum(x)) / x.size();
+ }
+
+ template<typename T>
+ inline scalar Operation::standardDeviation(const std::vector<T>& x) {
+ return standardDeviation(x, mean(x));
+ }
+
+ template<typename T>
+ inline scalar Operation::standardDeviation(const std::vector<T>& x, scalar mean) {
+ if (x.empty()) return fl::nan;
+ if (x.size() == 1) return scalar(0.0);
+ return std::sqrt(variance(x, mean));
+ }
+
+ template<typename T>
+ inline scalar Operation::variance(const std::vector<T>& x) {
+ return variance(x, mean(x));
+ }
+
+ template<typename T>
+ inline scalar Operation::variance(const std::vector<T>& x, scalar mean) {
+ if (x.empty()) return fl::nan;
+ if (x.size() == 1) return scalar(0.0);
+ scalar result = 0.0;
+ for (std::size_t i = 0; i < x.size(); ++i) {
+ result += (x.at(i) - mean) * (x.at(i) - mean);
+ }
+ result /= -1 + x.size();
+ return result;
+ }
+
+
+
+ //Text Operations:
+
+ inline std::string Operation::validName(const std::string& name) {
+ if (trim(name).empty()) return "unnamed";
+ std::ostringstream ss;
+ for (std::size_t i = 0; i < name.length(); ++i) {
+ char c = name[i];
+ if (c == '_' or c == '.' or isalnum(c)) {
+ ss << c;
+ }
+ }
+ return ss.str();
+ }
+
+ inline std::string Operation::findReplace(const std::string& str, const std::string& find,
+ const std::string& replace, bool replaceAll) {
+ std::ostringstream result;
+ std::size_t fromIndex = 0, nextIndex;
+ do {
+ nextIndex = str.find(find, fromIndex);
+ result << str.substr(fromIndex, nextIndex - fromIndex);
+ if (nextIndex != std::string::npos)
+ result << replace;
+ fromIndex = nextIndex + find.size();
+ } while (replaceAll and nextIndex != std::string::npos);
+ return result.str();
+ }
+
+ inline std::string Operation::replaceFirst(const std::string& str,
+ const std::string& find, const std::string& replace) {
+ return findReplace(str, find, replace, false);
+ }
+
+ inline std::string Operation::replaceAll(const std::string& str,
+ const std::string& find, const std::string& replace) {
+ return findReplace(str, find, replace, true);
+ }
+
+ inline std::vector<std::string> Operation::split(const std::string& str,
+ const std::string& delimiter, bool ignoreEmpty) {
+ std::vector<std::string> result;
+ if (str.empty() or delimiter.empty()) {
+ result.push_back(str);
+ return result;
+ }
+ std::string::const_iterator position = str.begin(), next = str.begin();
+ while (next != str.end()) {
+ next = std::search(position, str.end(), delimiter.begin(), delimiter.end());
+ std::string token(position, next);
+ if (not (token.empty() and ignoreEmpty)) {
+ result.push_back(token);
+ }
+ if (next != str.end()) {
+ position = next + delimiter.size();
+ }
+ }
+ return result;
+ }
+
+ inline std::string Operation::trim(const std::string& text) {
+ if (text.empty()) return text;
+ if (not (std::isspace(text.at(0)) or std::isspace(text.at(text.size() - 1))))
+ return text;
+ std::size_t start = 0, end = text.size() - 1;
+ while (start <= end and std::isspace(text.at(start))) {
+ ++start;
+ }
+ while (end >= start and std::isspace(text.at(end))) {
+ --end;
+ }
+ std::size_t length = end - start + 1;
+ if (length <= 0) return "";
+ return text.substr(start, length);
+ }
+
+ inline std::string Operation::format(const std::string& text, int matchesChar(int),
+ const std::string& replacement) {
+ std::ostringstream ss;
+ std::string::const_iterator it = text.begin();
+ while (it != text.end()) {
+ if (matchesChar(*it)) {
+ ss << *it;
+ } else {
+ ss << replacement;
+ }
+ ++it;
+ }
+ return ss.str();
+ }
+
+ inline scalar Operation::toScalar(const std::string& x) {
+ std::istringstream iss(x);
+ scalar result;
+ iss >> result;
+ char strict;
+ if (not (iss.fail() or iss.get(strict))) return result;
+
+ std::ostringstream _nan;
+ _nan << fl::nan;
+ if (x == _nan.str() or x == "nan")
+ return fl::nan;
+
+ std::ostringstream pInf;
+ pInf << fl::inf;
+ if (x == pInf.str() or x == "inf")
+ return fl::inf;
+
+ std::ostringstream nInf;
+ nInf << (-fl::inf);
+ if (x == nInf.str() or x == "-inf")
+ return -fl::inf;
+
+ throw Exception("[conversion error] from <" + x + "> to scalar", FL_AT);
+ }
+
+ inline scalar Operation::toScalar(const std::string& x, scalar alternative, bool* ok) FL_INOEXCEPT {
+ if (ok) *ok = true;
+ std::istringstream iss(x);
+ scalar result;
+ iss >> result;
+ char strict;
+ if (not (iss.fail() or iss.get(strict))) return result;
+
+ std::ostringstream _nan;
+ _nan << fl::nan;
+ if (x == _nan.str() or x == "nan")
+ return fl::nan;
+
+ std::ostringstream pInf;
+ pInf << fl::inf;
+ if (x == pInf.str() or x == "inf")
+ return fl::inf;
+
+ std::ostringstream nInf;
+ nInf << (-fl::inf);
+ if (x == nInf.str() or x == "-inf")
+ return -fl::inf;
+
+ if (ok) *ok = false;
+ return alternative;
+ }
+
+ inline std::vector<scalar> Operation::toScalars(const std::string& x) {
+ std::vector<scalar> result;
+ std::istringstream tokenizer(x);
+ std::string token;
+ while (tokenizer >> token) {
+ result.push_back(Op::toScalar(token));
+ }
+ return result;
+ }
+
+ inline std::vector<scalar> Operation::toScalars(const std::string& x,
+ scalar alternative, bool* ok) FL_INOEXCEPT {
+ std::vector<scalar> result;
+ std::istringstream tokenizer(x);
+ std::string token;
+ bool allOK = true;
+ while (tokenizer >> token) {
+ bool good;
+ result.push_back(Op::toScalar(token, alternative, &good));
+ allOK &= good;
+ }
+ if (ok) *ok = allOK;
+ return result;
+ }
+
+ inline bool Operation::isNumeric(const std::string& x) {
+ try {
+ Op::toScalar(x);
+ return true;
+ } catch (...) {
+ return false;
+ }
+ }
+
+ template <typename T>
+ inline std::string Operation::str(T x, int decimals,
+ std::ios_base::fmtflags scalarFormat) {
+ std::ostringstream ss;
+ if (scalarFormat != std::ios_base::fmtflags(0x0)) ss.flags(scalarFormat);
+ if (decimals >= 0) ss.precision(decimals);
+ if (Op::isNaN(x)) {
+ ss << "nan";
+ } else if (Op::isInf(x)) {
+ ss << (x < T(0) ? "-inf" : "inf");
+ } else if (decimals >= 0 //print x considering the given decimals regardless of macheps
+ and Op::isEq(scalar(x), 0.0, std::pow(10.0, -decimals))) {
+ ss << T(0);
+ } else ss << x;
+ return ss.str();
+ }
+
+ template <> FL_API
+ inline std::string Operation::str(const std::string& x, int decimals,
+ std::ios_base::fmtflags scalarFormat) {
+ FL_IUNUSED(decimals);
+ FL_IUNUSED(scalarFormat);
+ return x;
+ }
+
+ template <typename T>
+ inline std::string Operation::join(const std::vector<T>& x,
+ const std::string& separator) {
+ std::ostringstream ss;
+ for (std::size_t i = 0; i < x.size(); ++i) {
+ ss << str(x.at(i));
+ if (i + 1 < x.size()) ss << separator;
+ }
+ return ss.str();
+ }
+
+ template <> FL_API
+ inline std::string Operation::join(const std::vector<std::string>& x,
+ const std::string& separator) {
+ std::ostringstream ss;
+ for (std::size_t i = 0; i < x.size(); ++i) {
+ ss << x.at(i);
+ if (i + 1 < x.size()) ss << separator;
+ }
+ return ss.str();
+ }
+
+ template <typename T>
+ inline std::string Operation::join(int items, const std::string& separator, T first, ...) {
+ std::ostringstream ss;
+ ss << str(first);
+ if (items > 1) ss << separator;
+ va_list args;
+ va_start(args, first);
+ for (int i = 0; i < items - 1; ++i) {
+ ss << str(va_arg(args, T));
+ if (i + 1 < items - 1) ss << separator;
+ }
+ va_end(args);
+ return ss.str();
+ }
+
+ template <> FL_API
+ inline std::string Operation::join(int items, const std::string& separator,
+ float first, ...) {
+ std::ostringstream ss;
+ ss << str(first);
+ if (items > 1) ss << separator;
+ va_list args;
+ va_start(args, first);
+ for (int i = 0; i < items - 1; ++i) {
+ ss << str(va_arg(args, double)); //automatic promotion
+ if (i + 1 < items - 1) ss << separator;
+ }
+ va_end(args);
+ return ss.str();
+ }
+
+ template <> FL_API
+ inline std::string Operation::join(int items, const std::string& separator, const char* first, ...) {
+ std::ostringstream ss;
+ ss << first;
+ if (items > 1) ss << separator;
+ va_list args;
+ va_start(args, first);
+ for (int i = 0; i < items - 1; ++i) {
+ ss << va_arg(args, const char*);
+ if (i + 1 < items - 1) ss << separator;
+ }
+ va_end(args);
+ return ss.str();
+ }
+}
+#endif /* FL_OPERATION_H */
+
diff --git a/fuzzylite/fl/activation/Activation.h b/fuzzylite/fl/activation/Activation.h
new file mode 100644
index 0000000..562d53e
--- /dev/null
+++ b/fuzzylite/fl/activation/Activation.h
@@ -0,0 +1,95 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#ifndef FL_ACTIVATION_H
+#define FL_ACTIVATION_H
+
+#include "fl/fuzzylite.h"
+
+#include "fl/Complexity.h"
+
+namespace fl {
+ class RuleBlock;
+
+ /**
+ The Activation class is the abstract class for RuleBlock activation
+ methods. An activation method implements the criteria to activate the
+ rules within a given rule block. An activation method needs to process
+ every rule and determine whether the rule is to be activated or
+ deactivated. The activation methods were first introduced in version 6.0,
+ but in earlier versions the term `activation` referred to the TNorm that
+ modulated the consequent of a rule, which is now referred to as the
+ `implication` operator.
+
+ @author Juan Rada-Vilela, Ph.D.
+ @see Rule
+ @see RuleBlock
+ @see ActivationFactory
+ @since 6.0
+ */
+
+ class FL_API Activation {
+ public:
+
+ Activation() { }
+
+ virtual ~Activation() { }
+
+ FL_DEFAULT_COPY_AND_MOVE(Activation)
+
+ /**
+ Returns the name of the activation method, which is also utilized to
+ register the activation method in the ActivationFactory.
+ @return the name of the activation method
+ @see ActivationFactory
+ */
+ virtual std::string className() const = 0;
+
+ /**
+ Returns the parameters of the activation method, which can be used to
+ configure other instances of the activation method.
+ @return the parameters of the activation method
+ */
+ virtual std::string parameters() const = 0;
+
+ /**
+ Configures the activation method with the given parameters.
+ @param parameters contains a list of space-separated parameter values
+ */
+ virtual void configure(const std::string& parameters) = 0;
+
+ /**
+ Computes the estimated complexity of activating the given rule block
+ @return the estimated complexity of activating the given rule block
+ */
+ virtual Complexity complexity(const RuleBlock* ruleBlock) const = 0;
+
+ /**
+ Activates the rule block
+ @param ruleBlock is the rule block to activate
+ */
+ virtual void activate(RuleBlock* ruleBlock) = 0;
+
+ /**
+ Clones the activation method.
+ @return a clone of the activation method
+ */
+ virtual Activation* clone() const = 0;
+ };
+
+}
+
+#endif /* FL_ACTIVATION_H */
diff --git a/fuzzylite/fl/activation/First.h b/fuzzylite/fl/activation/First.h
new file mode 100644
index 0000000..355b1a9
--- /dev/null
+++ b/fuzzylite/fl/activation/First.h
@@ -0,0 +1,104 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#ifndef FL_FIRST_H
+#define FL_FIRST_H
+
+#include "fl/activation/Activation.h"
+
+namespace fl {
+
+ /**
+ The First class is a RuleBlock Activation method that activates the first
+ @f$n@f$ rules whose activation degrees are greater than or equal to the given
+ threshold. The rules are iterated in the order they were added to the rule block.
+
+ @author Juan Rada-Vilela, Ph.D.
+ @see Last
+ @see Rule
+ @see RuleBlock
+ @see ActivationFactory
+ @since 6.0
+ */
+
+ class FL_API First : public Activation {
+ private:
+ int _numberOfRules;
+ scalar _threshold;
+ public:
+
+ explicit First(int numberOfRules = 1, scalar threshold = 0.0);
+ virtual ~First();
+ FL_DEFAULT_COPY_AND_MOVE(First)
+
+ virtual std::string className() const FL_IOVERRIDE;
+
+ /**
+ Returns the number of rules and the threshold of the activation method
+ @return "numberOfRules threshold"
+ */
+ virtual std::string parameters() const FL_IOVERRIDE;
+
+ /**
+ Configures the activation method with the given number of rules and
+ threshold
+ @param parameters as "numberOfRules threshold"
+ */
+ virtual void configure(const std::string& parameters) FL_IOVERRIDE;
+
+ /**
+ Sets the number of rules for the activation degree
+ @param numberOfRules is the number of rules for the activation degree
+ */
+ virtual void setNumberOfRules(int numberOfRules);
+
+ /**
+ Gets the number of rules for the activation degree
+ @return the number of rules for the activation degree
+ */
+ virtual int getNumberOfRules() const;
+
+ /**
+ Sets the threshold for the activation degree
+ @param threshold is the threshold for the activation degree
+ */
+ virtual void setThreshold(scalar threshold);
+
+ /**
+ Gets the threshold for the activation degree
+ @return the threshold for the activation degree
+ */
+ virtual scalar getThreshold() const;
+
+ virtual Complexity complexity(const RuleBlock* ruleBlock) const FL_IOVERRIDE;
+
+ /**
+ Activates the first @f$n@f$ rules whose activation degrees are greater than or
+ equal to the given threshold. The rules are iterated in the order the
+ rules were added to the rule block.
+ @param ruleBlock is the rule block to activate
+ */
+ virtual void activate(RuleBlock* ruleBlock) FL_IOVERRIDE;
+
+ virtual First* clone() const FL_IOVERRIDE;
+
+ static Activation* constructor();
+ };
+
+}
+
+
+#endif /* FL_FIRST_H */
diff --git a/fuzzylite/fl/activation/General.h b/fuzzylite/fl/activation/General.h
new file mode 100644
index 0000000..8b057e9
--- /dev/null
+++ b/fuzzylite/fl/activation/General.h
@@ -0,0 +1,73 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#ifndef FL_GENERAL_H
+#define FL_GENERAL_H
+
+#include "fl/fuzzylite.h"
+
+#include "fl/activation/Activation.h"
+
+namespace fl {
+
+ /**
+ The General class is a RuleBlock Activation method that activates every
+ rule following the order in which the rules were added to the rule block.
+
+ @author Juan Rada-Vilela, Ph.D.
+ @see Rule
+ @see RuleBlock
+ @see ActivationFactory
+ @since 6.0
+ */
+
+ class FL_API General : public Activation {
+ public:
+
+ General();
+ virtual ~General();
+ FL_DEFAULT_COPY_AND_MOVE(General)
+
+ virtual std::string className() const FL_IOVERRIDE;
+
+ /**
+ No parameters are required to configure the activation method.
+ @return an empty string
+ */
+ virtual std::string parameters() const FL_IOVERRIDE;
+
+ /**
+ No parameters are required to configure the activation method.
+ @param parameters is an empty string
+ */
+ virtual void configure(const std::string& parameters) FL_IOVERRIDE;
+
+ virtual Complexity complexity(const RuleBlock* ruleBlock) const FL_IOVERRIDE;
+
+ /**
+ Activates every rule in the given rule block following the order in
+ which the rules were added.
+ @param ruleBlock is the rule block to activate
+ */
+ virtual void activate(RuleBlock* ruleBlock) FL_IOVERRIDE;
+
+ virtual General* clone() const FL_IOVERRIDE;
+
+ static Activation* constructor();
+ };
+}
+
+#endif /* FL_GENERAL_H */
diff --git a/fuzzylite/fl/activation/Highest.h b/fuzzylite/fl/activation/Highest.h
new file mode 100644
index 0000000..d3abc72
--- /dev/null
+++ b/fuzzylite/fl/activation/Highest.h
@@ -0,0 +1,86 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#ifndef FL_HIGHEST_H
+#define FL_HIGHEST_H
+
+#include "fl/fuzzylite.h"
+
+#include "fl/activation/Activation.h"
+
+namespace fl {
+
+ /**
+ The Highest class is a RuleBlock Activation method that activates a given
+ number of rules with highest activation degrees in descending order.
+
+ @author Juan Rada-Vilela, Ph.D.
+ @see Lowest
+ @see Rule
+ @see RuleBlock
+ @see ActivationFactory
+ @since 6.0
+ */
+ class FL_API Highest : public Activation {
+ private:
+ int _numberOfRules;
+ public:
+ explicit Highest(int numberOfRules = 1);
+ virtual ~Highest();
+ FL_DEFAULT_COPY_AND_MOVE(Highest)
+
+ virtual std::string className() const FL_IOVERRIDE;
+
+ /**
+ Returns the number of rules to activate.
+ @return number of rules to activate
+ */
+ virtual std::string parameters() const FL_IOVERRIDE;
+
+ /**
+ Configures the activation method with the number of rules to activate.
+ @param parameters contains the number of rules to activate
+ */
+ virtual void configure(const std::string& parameters) FL_IOVERRIDE;
+
+ /**
+ Sets the number of rules to activate
+ @param numberOfRules is the number of rules to activate
+ */
+ virtual void setNumberOfRules(int numberOfRules);
+
+ /**
+ Returns the number of rules to activate
+ @return the number of rules to activate
+ */
+ virtual int getNumberOfRules() const;
+
+ virtual Complexity complexity(const RuleBlock* ruleBlock) const FL_IOVERRIDE;
+
+ /**
+ Activates the given number of rules with the highest activation
+ degrees
+ @param ruleBlock is the rule block to activate.
+ */
+ virtual void activate(RuleBlock* ruleBlock) FL_IOVERRIDE;
+
+ virtual Highest* clone() const FL_IOVERRIDE;
+
+ static Activation* constructor();
+ };
+}
+
+#endif /* FL_HIGHEST_H */
diff --git a/fuzzylite/fl/activation/Last.h b/fuzzylite/fl/activation/Last.h
new file mode 100644
index 0000000..9dadede
--- /dev/null
+++ b/fuzzylite/fl/activation/Last.h
@@ -0,0 +1,103 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#ifndef FL_LAST_H
+#define FL_LAST_H
+
+
+#include "fl/activation/Activation.h"
+
+namespace fl {
+
+ /**
+ The Last class is a RuleBlock Activation method that activates the last
+ @f$n@f$ rules whose activation degrees are greater than or equal to the given
+ threshold. The rules are iterated in the reverse order in which they were
+ added to the rule block.
+
+ @author Juan Rada-Vilela, Ph.D.
+ @see First
+ @see Rule
+ @see RuleBlock
+ @see ActivationFactory
+ @since 6.0
+ */
+
+ class FL_API Last : public Activation {
+ private:
+ int _numberOfRules;
+ scalar _threshold;
+ public:
+ explicit Last(int numberOfRules = 1, scalar threshold = 0.0);
+ virtual ~Last();
+ FL_DEFAULT_COPY_AND_MOVE(Last)
+
+ virtual std::string className() const FL_IOVERRIDE;
+
+ /**
+ Returns the number of rules and the threshold of the activation method
+ @return "numberOfRules threshold"
+ */
+ virtual std::string parameters() const FL_IOVERRIDE;
+
+ /**
+ Configures the activation method with the given number of rules and
+ threshold
+ @param parameters as "numberOfRules threshold"
+ */
+ virtual void configure(const std::string& parameters) FL_IOVERRIDE;
+
+ /**
+ Sets the number of rules for the activation degree
+ @param numberOfRules is the number of rules for the activation degree
+ */
+ virtual void setNumberOfRules(int numberOfRules);
+
+ /**
+ Gets the number of rules for the activation degree
+ @return the number of rules for the activation degree
+ */
+ virtual int getNumberOfRules() const;
+ /**
+ Sets the threshold for the activation degree
+ @param threshold is the threshold for the activation degree
+ */
+ virtual void setThreshold(scalar threshold);
+
+ /**
+ Gets the threshold for the activation degree
+ @return the threshold for the activation degree
+ */
+ virtual scalar getThreshold() const;
+
+
+ virtual Complexity complexity(const RuleBlock* ruleBlock) const FL_IOVERRIDE;
+
+ /**
+ Activates the last @f$n@f$ rules whose activation degrees are greater
+ than the given threshold. The rules are iterated in the reverse order
+ that the rules were added to the rule block.
+ @param ruleBlock is the rule block to activate
+ */
+ virtual void activate(RuleBlock* ruleBlock) FL_IOVERRIDE;
+
+ virtual Last* clone() const FL_IOVERRIDE;
+
+ static Activation* constructor();
+ };
+}
+
+#endif /* FL_LAST_H */
diff --git a/fuzzylite/fl/activation/Lowest.h b/fuzzylite/fl/activation/Lowest.h
new file mode 100644
index 0000000..dab8419
--- /dev/null
+++ b/fuzzylite/fl/activation/Lowest.h
@@ -0,0 +1,87 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#ifndef FL_LOWEST_H
+#define FL_LOWEST_H
+
+#include "fl/fuzzylite.h"
+
+#include "fl/activation/Activation.h"
+
+namespace fl {
+
+ /**
+ The Lowest class is a RuleBlock Activation method that activates a given
+ number of rules with lowest activation degrees in ascending order
+
+ @author Juan Rada-Vilela, Ph.D.
+ @see Highest
+ @see Rule
+ @see RuleBlock
+ @see ActivationFactory
+ @since 6.0
+ */
+ class FL_API Lowest : public Activation {
+ private:
+ int _numberOfRules;
+ public:
+ explicit Lowest(int numberOfRules = 1);
+ virtual ~Lowest();
+ FL_DEFAULT_COPY_AND_MOVE(Lowest)
+
+ virtual std::string className() const FL_IOVERRIDE;
+
+ /**
+ Returns the number of rules to activate
+ @return number of rules to activate
+ */
+ virtual std::string parameters() const FL_IOVERRIDE;
+
+ /**
+ Configures the activation method with the number of rules to activate
+ @param parameters contains the number of rules to activate
+ */
+ virtual void configure(const std::string& parameters) FL_IOVERRIDE;
+
+ /**
+ Sets the number of rules to activate
+ @param numberOfRules is the number of rules to activate
+ */
+ virtual void setNumberOfRules(int numberOfRules);
+
+ /**
+ Returns the number of rules to activate
+ @return the number of rules to activate
+ */
+ virtual int getNumberOfRules() const;
+
+
+ virtual Complexity complexity(const RuleBlock* ruleBlock) const FL_IOVERRIDE;
+
+ /**
+ Activates the rules with the lowest activation degrees in the given
+ rule block
+ @param ruleBlock is the rule block to activate
+ */
+ virtual void activate(RuleBlock* ruleBlock) FL_IOVERRIDE;
+
+ virtual Lowest* clone() const FL_IOVERRIDE;
+
+ static Activation* constructor();
+ };
+}
+
+#endif /* FL_LOWEST_H */
diff --git a/fuzzylite/fl/activation/Proportional.h b/fuzzylite/fl/activation/Proportional.h
new file mode 100644
index 0000000..09e51a7
--- /dev/null
+++ b/fuzzylite/fl/activation/Proportional.h
@@ -0,0 +1,71 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#ifndef FL_PROPORTIONAL_H
+#define FL_PROPORTIONAL_H
+
+#include "fl/activation/Activation.h"
+
+namespace fl {
+
+ /**
+ The Proportional class is a RuleBlock Activation method that activates
+ the rules utilizing activation degrees proportional to the activation
+ degrees of the other rules, thus the sum of the activation degrees is
+ equal to one.
+
+ @author Juan Rada-Vilela, Ph.D.
+ @see Rule
+ @see RuleBlock
+ @see ActivationFactory
+ @since 6.0
+ */
+ class FL_API Proportional : public Activation {
+ public:
+ Proportional();
+ virtual ~Proportional();
+ FL_DEFAULT_COPY_AND_MOVE(Proportional)
+
+ virtual std::string className() const FL_IOVERRIDE;
+
+ /**
+ No parameters are required to configure the activation method
+ @return an empty string
+ */
+ virtual std::string parameters() const FL_IOVERRIDE;
+
+ /**
+ No parameters are required to configure the activation method
+ @param parameters is an empty string
+ */
+ virtual void configure(const std::string& parameters) FL_IOVERRIDE;
+
+ virtual Complexity complexity(const RuleBlock* ruleBlock) const FL_IOVERRIDE;
+
+ /**
+ Activates the rules utilizing activation degrees proportional to
+ the activation degrees of the other rules in the rule block.
+ @param ruleBlock is the rule block to activate.
+ */
+ virtual void activate(RuleBlock* ruleBlock) FL_IOVERRIDE;
+
+ virtual Proportional* clone() const FL_IOVERRIDE;
+
+ static Activation* constructor();
+ };
+}
+
+#endif /* FL_PROPORTIONAL_H */
diff --git a/fuzzylite/fl/activation/Threshold.h b/fuzzylite/fl/activation/Threshold.h
new file mode 100644
index 0000000..0baadfa
--- /dev/null
+++ b/fuzzylite/fl/activation/Threshold.h
@@ -0,0 +1,183 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#ifndef FL_THRESHOLD_H
+#define FL_THRESHOLD_H
+
+#include "fl/fuzzylite.h"
+
+#include "fl/activation/Activation.h"
+
+#include <vector>
+
+namespace fl {
+
+ /**
+ The Threshold class is a RuleBlock Activation method that activates the
+ rules whose activation degrees satisfy the equation given by the
+ comparison operator and the threshold, and deactivates the rules which do
+ not satisfy the equation.
+
+ @author Juan Rada-Vilela, Ph.D.
+ @see Rule
+ @see RuleBlock
+ @see ActivationFactory
+ @since 6.0
+ */
+
+ class FL_API Threshold : public Activation {
+ public:
+
+ /**
+ Comparison is an enumerator that provides six comparison operators
+ between the activation degree @f$a@f$ and the threshold @f$\theta@f$.
+ */
+ enum Comparison {
+ /**@f$a < \theta@f$*/
+ LessThan,
+ /**@f$a \leq \theta@f$*/
+ LessThanOrEqualTo,
+ /**@f$a = \theta@f$*/
+ EqualTo,
+ /**@f$a \neq \theta@f$*/
+ NotEqualTo,
+ /**@f$a \geq \theta@f$*/
+ GreaterThanOrEqualTo,
+ /**@f$a > \theta@f$*/
+ GreaterThan
+ };
+ private:
+ Comparison _comparison;
+ scalar _value;
+ public:
+ explicit Threshold(Comparison comparison = GreaterThanOrEqualTo, scalar threshold = 0.0);
+ explicit Threshold(const std::string& comparison, scalar threshold);
+ virtual ~Threshold();
+ FL_DEFAULT_COPY_AND_MOVE(Threshold)
+
+ virtual std::string className() const FL_IOVERRIDE;
+
+ /**
+ Returns the comparison operator followed by the threshold.
+ @return comparison operator and threshold
+ */
+ virtual std::string parameters() const FL_IOVERRIDE;
+
+ /**
+ Configures the activation method with the comparison operator and the
+ threshold.
+ @param parameters is the comparison operator and threshold
+ */
+ virtual void configure(const std::string& parameters) FL_IOVERRIDE;
+
+ /**
+ Sets the comparison operator for the activation method
+ @param comparison is the operator for the activation method
+ */
+ virtual void setComparison(Comparison comparison);
+
+ /**
+ Gets the comparison operator for the activation method
+ @return comparison operator for the activation method
+ */
+ virtual Comparison getComparison() const;
+
+ /**
+ Returns the comparison operator of the activation method
+ @return the comparison operator in (`==`, `!=`, `<`, `>`, `<=`, `>=`)
+ */
+ virtual std::string comparisonOperator() const;
+
+ /**
+ Returns the given comparison operator of the activation method
+ @param comparison is a valid enum value
+ @return the comparison operator for the given enum value
+ @throws fl::Exception if the given comparison operator is not valid
+ */
+ virtual std::string comparisonOperator(Comparison comparison) const;
+
+ /**
+ Returns the list of available comparison operators of the activation
+ method
+ @return (`==`, `!=`, `<`, `>`, `<=`, `>=`)
+ */
+ virtual std::vector<std::string> availableComparisonOperators() const;
+
+
+ /**
+ Parses the comparison operator, or throws an
+ exception if the parameter does not correspond to a valid operator
+ @param comparisonOperator is an operator in (`==`, `!=`, `<`, `>`,
+ `<=`, `>=`)
+ */
+ virtual Comparison parseComparison(const std::string& comparisonOperator) const;
+
+ /**
+ Sets the threshold value of the activation method
+ @param value is the threshold value for activation degrees
+ */
+ virtual void setValue(scalar value);
+
+ /**
+ Gets the threshold value of the activation method
+ @return the threshold value of the activation method
+ */
+ virtual scalar getValue() const;
+
+ /**
+ Sets the comparison operator and the threshold for the activation
+ method
+ @param comparison is the comparison enumerator
+ @param value is the threshold of the activation method
+ */
+ virtual void setThreshold(Comparison comparison, scalar value);
+
+ /**
+ Sets the comparison operator and the threshold for the activation method
+ @param comparison is a valid comparison operator
+ @param value is the threshold for activation degrees
+ @throws fl::Exception if the comparison operator is not valid
+ */
+ virtual void setThreshold(const std::string& comparison, scalar value);
+
+ /**
+ Returns whether the activation method will activate a rule with
+ the given activation degree
+ @param activationDegree an activation degree
+ @return whether the comparison equation is satisfied with the
+ activation degree and the threshold
+ */
+ virtual bool activatesWith(scalar activationDegree) const;
+
+
+ virtual Complexity complexity(const RuleBlock* ruleBlock) const FL_IOVERRIDE;
+
+ /**
+ Activates the rules whose activation degrees satisfy the comparison
+ equation with the given threshold, and deactivate the rules which do
+ not.
+ @param ruleBlock is the rule block to activate
+ */
+ virtual void activate(RuleBlock* ruleBlock) FL_IOVERRIDE;
+
+ virtual Threshold* clone() const FL_IOVERRIDE;
+
+ static Activation* constructor();
+ };
+
+}
+
+#endif /* FL_THRESHOLD_H */
diff --git a/fuzzylite/fl/defuzzifier/Bisector.h b/fuzzylite/fl/defuzzifier/Bisector.h
new file mode 100644
index 0000000..046b185
--- /dev/null
+++ b/fuzzylite/fl/defuzzifier/Bisector.h
@@ -0,0 +1,64 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#ifndef FL_BISECTOR_H
+#define FL_BISECTOR_H
+
+#include "fl/defuzzifier/IntegralDefuzzifier.h"
+
+namespace fl {
+
+ /**
+ The Bisector class is an IntegralDefuzzifier that computes the bisector
+ of a fuzzy set represented in a Term.
+
+ @author Juan Rada-Vilela, Ph.D.
+ @see Centroid
+ @see IntegralDefuzzifier
+ @see Defuzzifier
+ @since 4.0
+ */
+ class FL_API Bisector : public IntegralDefuzzifier {
+ public:
+ explicit Bisector(int resolution = defaultResolution());
+ virtual ~Bisector() FL_IOVERRIDE;
+ FL_DEFAULT_COPY_AND_MOVE(Bisector)
+
+ virtual std::string className() const FL_IOVERRIDE;
+
+ virtual Complexity complexity(const Term* term) const FL_IOVERRIDE;
+
+ /**
+ Computes the bisector of a fuzzy set. The defuzzification process
+ integrates over the fuzzy set utilizing the boundaries given as
+ parameters. The integration algorithm is the midpoint rectangle
+ method (https://en.wikipedia.org/wiki/Rectangle_method).
+
+ @param term is the fuzzy set
+ @param minimum is the minimum value of the fuzzy set
+ @param maximum is the maximum value of the fuzzy set
+ @return the @f$x@f$-coordinate of the bisector of the fuzzy set
+ */
+ virtual scalar defuzzify(const Term* term,
+ scalar minimum, scalar maximum) const FL_IOVERRIDE;
+ virtual Bisector* clone() const FL_IOVERRIDE;
+
+ static Defuzzifier* constructor();
+ };
+}
+
+#endif /* FL_BISECTOR_H */
+
diff --git a/fuzzylite/fl/defuzzifier/Centroid.h b/fuzzylite/fl/defuzzifier/Centroid.h
new file mode 100644
index 0000000..b056eac
--- /dev/null
+++ b/fuzzylite/fl/defuzzifier/Centroid.h
@@ -0,0 +1,63 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#ifndef FL_CENTROID_H
+#define FL_CENTROID_H
+
+#include "fl/defuzzifier/IntegralDefuzzifier.h"
+
+namespace fl {
+
+ /**
+ The Centroid class is an IntegralDefuzzifier that computes the centroid
+ of a fuzzy set represented in a Term.
+
+ @author Juan Rada-Vilela, Ph.D.
+ @see BiSector
+ @see IntegralDefuzzifier
+ @see Defuzzifier
+ @since 4.0
+ */
+ class FL_API Centroid : public IntegralDefuzzifier {
+ public:
+ explicit Centroid(int resolution = defaultResolution());
+ virtual ~Centroid() FL_IOVERRIDE;
+ FL_DEFAULT_COPY_AND_MOVE(Centroid)
+
+ virtual std::string className() const FL_IOVERRIDE;
+
+ virtual Complexity complexity(const Term* term) const FL_IOVERRIDE;
+
+ /**
+ Computes the centroid of a fuzzy set. The defuzzification process
+ integrates over the fuzzy set utilizing the boundaries given as
+ parameters. The integration algorithm is the midpoint rectangle
+ method (https://en.wikipedia.org/wiki/Rectangle_method).
+
+ @param term is the fuzzy set
+ @param minimum is the minimum value of the fuzzy set
+ @param maximum is the maximum value of the fuzzy set
+ @return the @f$x@f$-coordinate of the centroid of the fuzzy set
+ */
+ virtual scalar defuzzify(const Term* term,
+ scalar minimum, scalar maximum) const FL_IOVERRIDE;
+ virtual Centroid* clone() const FL_IOVERRIDE;
+
+ static Defuzzifier* constructor();
+ };
+}
+
+#endif /* FL_CENTROID_H */
diff --git a/fuzzylite/fl/defuzzifier/Defuzzifier.h b/fuzzylite/fl/defuzzifier/Defuzzifier.h
new file mode 100644
index 0000000..25749eb
--- /dev/null
+++ b/fuzzylite/fl/defuzzifier/Defuzzifier.h
@@ -0,0 +1,76 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#ifndef FL_DEFUZZIFIER_H
+#define FL_DEFUZZIFIER_H
+
+#include "fl/fuzzylite.h"
+
+#include "fl/Complexity.h"
+
+#include <string>
+
+namespace fl {
+ class Term;
+
+ /**
+ The Defuzzifier class is the abstract class for defuzzifiers.
+
+ @author Juan Rada-Vilela, Ph.D.
+ @see IntegralDefuzzifier
+ @see WeightedDefuzzifier
+ @since 4.0
+ */
+ class FL_API Defuzzifier {
+ public:
+
+ Defuzzifier() {
+ }
+
+ virtual ~Defuzzifier() {
+ }
+ FL_DEFAULT_COPY_AND_MOVE(Defuzzifier)
+
+ /**
+ Returns the name of the class of the defuzzifier
+ @return the name of the class of the defuzzifier
+ */
+ virtual std::string className() const = 0;
+ /**
+ Creates a clone of the defuzzifier
+ @return a clone of the defuzzifier
+ */
+ virtual Defuzzifier* clone() const = 0;
+
+ /**
+ Computes the complexity of defuzzifying the given term
+ @param term is the term to defuzzify
+ @return the complexity of defuzzifying the given term
+ */
+ virtual Complexity complexity(const Term* term) const = 0;
+ /**
+ Defuzzifies the given fuzzy term utilizing the range `[minimum,maximum]`
+ @param term is the term to defuzzify, typically an Aggregated term
+ @param minimum is the minimum value of the range
+ @param maximum is the maximum value of the range
+ @return the defuzzified value of the given fuzzy term
+ */
+ virtual scalar defuzzify(const Term* term, scalar minimum, scalar maximum) const = 0;
+
+ };
+}
+
+#endif /* FL_DEFUZZIFIER_H */
diff --git a/fuzzylite/fl/defuzzifier/IntegralDefuzzifier.h b/fuzzylite/fl/defuzzifier/IntegralDefuzzifier.h
new file mode 100644
index 0000000..9cfd132
--- /dev/null
+++ b/fuzzylite/fl/defuzzifier/IntegralDefuzzifier.h
@@ -0,0 +1,73 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#ifndef FL_INTEGRALDEFUZZIFIER_H
+#define FL_INTEGRALDEFUZZIFIER_H
+
+#include "fl/defuzzifier/Defuzzifier.h"
+
+namespace fl {
+
+ /**
+ The IntegralDefuzzifier class is the base class for defuzzifiers which integrate
+ over the fuzzy set.
+
+ @author Juan Rada-Vilela, Ph.D.
+ @since 4.0
+ */
+ class FL_API IntegralDefuzzifier : public Defuzzifier {
+ private:
+ static int _defaultResolution;
+
+ int _resolution;
+ public:
+ explicit IntegralDefuzzifier(int resolution = defaultResolution());
+ virtual ~IntegralDefuzzifier() FL_IOVERRIDE;
+ FL_DEFAULT_COPY_AND_MOVE(IntegralDefuzzifier)
+
+ /**
+ Sets the resolution of the defuzzifier. The resolution refers to the
+ number of divisions in which the range `[minimum,maximum]` is divided
+ in order to integrate the area under the curve
+
+ @param resolution is the resolution of the defuzzifier
+ */
+ virtual void setResolution(int resolution);
+ /**
+ Gets the resolution of the defuzzifier. The resolution refers to the
+ number of divisions in which the range `[minimum,maximum]` is divided
+ in order to integrate the area under the curve
+
+ @return the resolution of the defuzzifier
+ */
+ virtual int getResolution() const;
+
+ /**
+ Sets the default resolution for integral-based defuzzifiers
+ @param defaultResolution is the default resolution for integral-based defuzzifiers
+ */
+ static void setDefaultResolution(int defaultResolution);
+ /**
+ Gets the default resolution for integral-based defuzzifiers
+ @return the default resolution for integral-based defuzzifiers
+ */
+ static int defaultResolution();
+
+ };
+}
+
+#endif /* INTEGRALDEFUZZIFIER_H */
+
diff --git a/fuzzylite/fl/defuzzifier/LargestOfMaximum.h b/fuzzylite/fl/defuzzifier/LargestOfMaximum.h
new file mode 100644
index 0000000..e325db5
--- /dev/null
+++ b/fuzzylite/fl/defuzzifier/LargestOfMaximum.h
@@ -0,0 +1,67 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#ifndef FL_LARGESTOFMAXIMUM_H
+#define FL_LARGESTOFMAXIMUM_H
+
+#include "fl/defuzzifier/IntegralDefuzzifier.h"
+
+namespace fl {
+
+ /**
+ The LargestOfMaximum class is an IntegralDefuzzifier that computes the
+ largest value of the maximum membership function of a fuzzy set
+ represented in a Term.
+
+ @author Juan Rada-Vilela, Ph.D.
+ @see SmallestOfMaximum
+ @see MeanOfMaximum
+ @see IntegralDefuzzifier
+ @see Defuzzifier
+ @since 4.0
+ */
+ class FL_API LargestOfMaximum : public IntegralDefuzzifier {
+ public:
+ explicit LargestOfMaximum(int resolution = defaultResolution());
+ virtual ~LargestOfMaximum() FL_IOVERRIDE;
+ FL_DEFAULT_COPY_AND_MOVE(LargestOfMaximum)
+
+ virtual std::string className() const FL_IOVERRIDE;
+
+ virtual Complexity complexity(const Term* term) const FL_IOVERRIDE;
+
+ /**
+ Computes the largest value of the maximum membership function of a
+ fuzzy set. The largest value is computed by integrating over the
+ fuzzy set. The integration algorithm is the midpoint rectangle method
+ (https://en.wikipedia.org/wiki/Rectangle_method).
+
+ @param term is the fuzzy set
+ @param minimum is the minimum value of the fuzzy set
+ @param maximum is the maximum value of the fuzzy set
+ @return the largest @f$x@f$-coordinate of the maximum membership
+ function value in the fuzzy set
+ */
+ virtual scalar defuzzify(const Term* term,
+ scalar minimum, scalar maximum) const FL_IOVERRIDE;
+ virtual LargestOfMaximum* clone() const FL_IOVERRIDE;
+
+ static Defuzzifier* constructor();
+ };
+}
+
+#endif /* FL_LARGESTOFMAXIMUM_H */
+
diff --git a/fuzzylite/fl/defuzzifier/MeanOfMaximum.h b/fuzzylite/fl/defuzzifier/MeanOfMaximum.h
new file mode 100644
index 0000000..027f43b
--- /dev/null
+++ b/fuzzylite/fl/defuzzifier/MeanOfMaximum.h
@@ -0,0 +1,67 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#ifndef FL_MEANOFMAXIMUM_H
+#define FL_MEANOFMAXIMUM_H
+
+#include "fl/defuzzifier/IntegralDefuzzifier.h"
+
+namespace fl {
+
+ /**
+ The MeanOfMaximum class is an IntegralDefuzzifier that computes the mean
+ value of the maximum membership function of a fuzzy set represented in a
+ Term.
+
+ @author Juan Rada-Vilela, Ph.D.
+ @see SmallestOfMaximum
+ @see MeanOfMaximum
+ @see IntegralDefuzzifier
+ @see Defuzzifier
+ @since 4.0
+ */
+ class FL_API MeanOfMaximum : public IntegralDefuzzifier {
+ public:
+ explicit MeanOfMaximum(int resolution = defaultResolution());
+ virtual ~MeanOfMaximum() FL_IOVERRIDE;
+ FL_DEFAULT_COPY_AND_MOVE(MeanOfMaximum)
+
+ virtual std::string className() const FL_IOVERRIDE;
+
+ virtual Complexity complexity(const Term* term) const FL_IOVERRIDE;
+
+ /**
+ Computes the mean value of the maximum membership function
+ of a fuzzy set. The mean value is computed while integrating
+ over the fuzzy set. The integration algorithm is the midpoint
+ rectangle method (https://en.wikipedia.org/wiki/Rectangle_method).
+
+ @param term is the fuzzy set
+ @param minimum is the minimum value of the fuzzy set
+ @param maximum is the maximum value of the fuzzy set
+ @return the mean @f$x@f$-coordinate of the maximum membership
+ function value in the fuzzy set
+ */
+ virtual scalar defuzzify(const Term* term,
+ scalar minimum, scalar maximum) const FL_IOVERRIDE;
+ virtual MeanOfMaximum* clone() const FL_IOVERRIDE;
+
+ static Defuzzifier* constructor();
+ };
+}
+
+#endif /* FL_MEANOFMAXIMUM_H */
+
diff --git a/fuzzylite/fl/defuzzifier/SmallestOfMaximum.h b/fuzzylite/fl/defuzzifier/SmallestOfMaximum.h
new file mode 100644
index 0000000..94f8a7a
--- /dev/null
+++ b/fuzzylite/fl/defuzzifier/SmallestOfMaximum.h
@@ -0,0 +1,67 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#ifndef FL_SMALLESTOFMAXIMUM_H
+#define FL_SMALLESTOFMAXIMUM_H
+
+#include "fl/defuzzifier/IntegralDefuzzifier.h"
+
+namespace fl {
+
+ /**
+ The SmallestOfMaximum class is an IntegralDefuzzifier that computes the
+ smallest value of the maximum membership function of a fuzzy set
+ represented in a Term.
+
+ @author Juan Rada-Vilela, Ph.D.
+ @see LargestOfMaximum
+ @see MeanOfMaximum
+ @see IntegralDefuzzifier
+ @see Defuzzifier
+ @since 4.0
+ */
+ class FL_API SmallestOfMaximum : public IntegralDefuzzifier {
+ public:
+ explicit SmallestOfMaximum(int resolution = defaultResolution());
+ virtual ~SmallestOfMaximum() FL_IOVERRIDE;
+ FL_DEFAULT_COPY_AND_MOVE(SmallestOfMaximum)
+
+ virtual std::string className() const FL_IOVERRIDE;
+
+ virtual Complexity complexity(const Term* term) const FL_IOVERRIDE;
+
+ /**
+ Computes the smallest value of the maximum membership function in the
+ fuzzy set. The smallest value is computed while integrating over the
+ fuzzy set. The integration algorithm is the midpoint rectangle method
+ (https://en.wikipedia.org/wiki/Rectangle_method).
+
+ @param term is the fuzzy set
+ @param minimum is the minimum value of the fuzzy set
+ @param maximum is the maximum value of the fuzzy set
+ @return the smallest @f$x@f$-coordinate of the maximum membership
+ function value in the fuzzy set
+ */
+ virtual scalar defuzzify(const Term* term,
+ scalar minimum, scalar maximum) const FL_IOVERRIDE;
+ virtual SmallestOfMaximum* clone() const FL_IOVERRIDE;
+
+ static Defuzzifier* constructor();
+ };
+}
+
+#endif /* FL_SMALLESTOFMAXIMUM_H */
+
diff --git a/fuzzylite/fl/defuzzifier/WeightedAverage.h b/fuzzylite/fl/defuzzifier/WeightedAverage.h
new file mode 100644
index 0000000..7f8e9f6
--- /dev/null
+++ b/fuzzylite/fl/defuzzifier/WeightedAverage.h
@@ -0,0 +1,71 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#ifndef FL_WEIGHTEDAVERAGE_H
+#define FL_WEIGHTEDAVERAGE_H
+
+#include "fl/defuzzifier/WeightedDefuzzifier.h"
+
+namespace fl {
+ class Activated;
+
+ /**
+ The WeightedAverage class is a WeightedDefuzzifier that computes the
+ weighted average of a fuzzy set represented in an Aggregated Term.
+
+ @author Juan Rada-Vilela, Ph.D.
+ @see WeightedAverageCustom
+ @see WeightedSum
+ @see WeightedSumCustom
+ @see WeightedDefuzzifier
+ @see Defuzzifier
+ @since 4.0
+ */
+ class FL_API WeightedAverage : public WeightedDefuzzifier {
+ public:
+ explicit WeightedAverage(Type type = Automatic);
+ explicit WeightedAverage(const std::string& type);
+ virtual ~WeightedAverage() FL_IOVERRIDE;
+ FL_DEFAULT_COPY_AND_MOVE(WeightedAverage)
+
+ virtual std::string className() const FL_IOVERRIDE;
+
+ virtual Complexity complexity(const Term* term) const FL_IOVERRIDE;
+
+ /**
+ Computes the weighted average of the given fuzzy set represented in
+ an Aggregated term as @f$y = \dfrac{\sum_i w_iz_i}{\sum_i w_i} @f$,
+ where @f$w_i@f$ is the activation degree of term @f$i@f$, and
+ @f$z_i = \mu_i(w_i) @f$.
+
+ From version 6.0, the implication and aggregation operators are not
+ utilized for defuzzification.
+
+ @param term is the fuzzy set represented as an Aggregated Term
+ @param minimum is the minimum value of the range (only used for Tsukamoto)
+ @param maximum is the maximum value of the range (only used for Tsukamoto)
+ @return the weighted average of the given fuzzy set
+ */
+ virtual scalar defuzzify(const Term* term,
+ scalar minimum, scalar maximum) const FL_IOVERRIDE;
+ virtual WeightedAverage* clone() const FL_IOVERRIDE;
+
+ static Defuzzifier* constructor();
+ };
+}
+
+#endif /* FL_WEIGHTEDAVERAGE_H */
+
diff --git a/fuzzylite/fl/defuzzifier/WeightedAverageCustom.h b/fuzzylite/fl/defuzzifier/WeightedAverageCustom.h
new file mode 100644
index 0000000..5597f97
--- /dev/null
+++ b/fuzzylite/fl/defuzzifier/WeightedAverageCustom.h
@@ -0,0 +1,77 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#ifndef FL_WEIGHTEDAVERAGECUSTOM_H
+#define FL_WEIGHTEDAVERAGECUSTOM_H
+
+#include "fl/defuzzifier/WeightedDefuzzifier.h"
+
+namespace fl {
+ class Activated;
+
+ /**
+ The (experimental) WeightedAverageCustom class is a WeightedDefuzzifier that computes the
+ weighted average of a fuzzy set represented in an Aggregated Term utilizing
+ the fuzzy operators for implication and aggregation to compute the weighted
+ average. This is an experimental approach to take advantage of customization
+ thanks to the object-oriented design.
+
+ @author Juan Rada-Vilela, Ph.D.
+ @see WeightedAverage
+ @see WeightedSum
+ @see WeightedSumCustom
+ @see WeightedDefuzzifier
+ @see Defuzzifier
+ @since 6.0
+ */
+ class FL_API WeightedAverageCustom : public WeightedDefuzzifier {
+ public:
+ explicit WeightedAverageCustom(Type type = Automatic);
+ explicit WeightedAverageCustom(const std::string& type);
+ virtual ~WeightedAverageCustom() FL_IOVERRIDE;
+ FL_DEFAULT_COPY_AND_MOVE(WeightedAverageCustom)
+
+ virtual std::string className() const FL_IOVERRIDE;
+
+ virtual Complexity complexity(const Term* term) const FL_IOVERRIDE;
+
+ /**
+ Computes the weighted average of the given fuzzy set represented as
+ an AggregatedTerm as @f$y = \dfrac{\sum_i w_iz_i}{\sum_i w_i} @f$,
+ where @f$w_i@f$ is the activation degree of term @f$i@f$, and
+ @f$z_i = \mu_i(w_i) @f$.
+
+ If the implication and aggregation operators are set to fl::null (or
+ set to AlgebraicProduct and UnboundedSum, respectively), then the
+ operation of WeightedAverageCustom is the same as the WeightedAverage.
+ Otherwise, the implication and aggregation operators are utilized to
+ compute the multiplications and sums in @f$y@f$, respectively.
+
+ @param term is the fuzzy set represented as an Aggregated Term
+ @param minimum is the minimum value of the range (only used for Tsukamoto)
+ @param maximum is the maximum value of the range (only used for Tsukamoto)
+ @return the weighted average of the given fuzzy set
+ */
+ virtual scalar defuzzify(const Term* term,
+ scalar minimum, scalar maximum) const FL_IOVERRIDE;
+ virtual WeightedAverageCustom* clone() const FL_IOVERRIDE;
+
+ static Defuzzifier* constructor();
+ };
+}
+
+#endif /* FL_WEIGHTEDAVERAGECUSTOM_H */
+
diff --git a/fuzzylite/fl/defuzzifier/WeightedDefuzzifier.h b/fuzzylite/fl/defuzzifier/WeightedDefuzzifier.h
new file mode 100644
index 0000000..2045772
--- /dev/null
+++ b/fuzzylite/fl/defuzzifier/WeightedDefuzzifier.h
@@ -0,0 +1,90 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#ifndef FL_WEIGHTEDDEFUZZIFIER_H
+#define FL_WEIGHTEDDEFUZZIFIER_H
+
+#include "fl/defuzzifier/Defuzzifier.h"
+
+namespace fl {
+ class Activated;
+
+ /**
+ The WeightedDefuzzifier class is the base class for defuzzifiers which
+ compute a weighted function on the fuzzy set without requiring to
+ integrate over the fuzzy set.
+
+ @author Juan Rada-Vilela, Ph.D.
+ @since 5.0
+ */
+ class FL_API WeightedDefuzzifier : public Defuzzifier {
+ public:
+
+ /**The Type enum indicates the type of the WeightedDefuzzifier based
+ the terms included in the fuzzy set.*/
+ enum Type {
+ /**Automatic: Automatically inferred from the terms */
+ Automatic,
+ /**TakagiSugeno: Manually set to TakagiSugeno (or Inverse Tsukamoto)*/
+ TakagiSugeno,
+ /**Tsukamoto: Manually set to Tsukamoto*/
+ Tsukamoto
+ };
+ /**
+ Returns a string representation of the given type
+ @param type is the type of a defuzzifier
+ @return a string representation of the given type
+ */
+ static std::string typeName(Type type);
+ private:
+ Type _type;
+
+ public:
+ explicit WeightedDefuzzifier(Type type = Automatic);
+ explicit WeightedDefuzzifier(const std::string& type);
+ virtual ~WeightedDefuzzifier() FL_IOVERRIDE;
+ FL_DEFAULT_COPY_AND_MOVE(WeightedDefuzzifier)
+
+ /**
+ Sets the type of the weighted defuzzifier
+ @param type is the type of the weighted defuzzifier
+ */
+ void setType(Type type);
+ /**
+ Gets the type of the weighted defuzzifier
+ @return the type of the weighted defuzzifier
+ */
+ Type getType() const;
+ /**
+ Returns a string representation of the type of the defuzzifier
+ @return a string representation of the type of the defuzzifier
+ */
+ virtual std::string getTypeName() const;
+ /**
+ Infers the type of the defuzzifier based on the given term. If the
+ given term is Constant, Linear or Function, then the type is
+ TakagiSugeno; otherwise, the type is Tsukamoto
+
+ @param term is the given term
+ @return the inferred type of the defuzzifier based on the given term
+ */
+ virtual Type inferType(const Term* term) const;
+
+ };
+}
+
+#endif /* FL_WEIGHTEDDEFUZZIFIER_H */
+
diff --git a/fuzzylite/fl/defuzzifier/WeightedSum.h b/fuzzylite/fl/defuzzifier/WeightedSum.h
new file mode 100644
index 0000000..fb61ef3
--- /dev/null
+++ b/fuzzylite/fl/defuzzifier/WeightedSum.h
@@ -0,0 +1,71 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#ifndef FL_WEIGHTEDSUM_H
+#define FL_WEIGHTEDSUM_H
+
+
+#include "fl/defuzzifier/WeightedDefuzzifier.h"
+
+namespace fl {
+
+ /**
+ The WeightedSum class is a WeightedDefuzzifier that computes the
+ weighted sum of a fuzzy set represented in an Aggregated Term.
+
+ @author Juan Rada-Vilela, Ph.D.
+ @see WeightedSumCustom
+ @see WeightedAverage
+ @see WeightedAverageCustom
+ @see WeightedDefuzzifier
+ @see Defuzzifier
+ @since 4.0
+ */
+ class FL_API WeightedSum : public WeightedDefuzzifier {
+ public:
+ explicit WeightedSum(Type type = Automatic);
+ explicit WeightedSum(const std::string& type);
+ virtual ~WeightedSum() FL_IOVERRIDE;
+ FL_DEFAULT_COPY_AND_MOVE(WeightedSum)
+
+ virtual std::string className() const FL_IOVERRIDE;
+
+ virtual Complexity complexity(const Term* term) const FL_IOVERRIDE;
+
+ /**
+ Computes the weighted sum of the given fuzzy set represented as an
+ Aggregated Term as @f$y = \sum_i{w_iz_i} @f$,
+ where @f$w_i@f$ is the activation degree of term @f$i@f$, and @f$z_i
+ = \mu_i(w_i) @f$.
+
+ From version 6.0, the implication and aggregation operators are not
+ utilized for defuzzification.
+
+ @param term is the fuzzy set represented as an AggregatedTerm
+ @param minimum is the minimum value of the range (only used for Tsukamoto)
+ @param maximum is the maximum value of the range (only used for Tsukamoto)
+ @return the weighted sum of the given fuzzy set
+ */
+ virtual scalar defuzzify(const Term* term,
+ scalar minimum, scalar maximum) const FL_IOVERRIDE;
+ virtual WeightedSum* clone() const FL_IOVERRIDE;
+
+ static Defuzzifier* constructor();
+ };
+}
+
+#endif /* FL_WEIGHTEDSUM_H */
+
diff --git a/fuzzylite/fl/defuzzifier/WeightedSumCustom.h b/fuzzylite/fl/defuzzifier/WeightedSumCustom.h
new file mode 100644
index 0000000..c055d1e
--- /dev/null
+++ b/fuzzylite/fl/defuzzifier/WeightedSumCustom.h
@@ -0,0 +1,78 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#ifndef FL_WEIGHTEDSUMCUSTOM_H
+#define FL_WEIGHTEDSUMCUSTOM_H
+
+
+#include "fl/defuzzifier/WeightedDefuzzifier.h"
+
+namespace fl {
+
+ /**
+ The (experimental) WeightedSumCustom class is a WeightedDefuzzifier that computes the
+ weighted sum of a fuzzy set represented in an Aggregated Term utilizing
+ the fuzzy operators for implication and aggregation to compute the weighted
+ sum. This is an experimental approach to take advantage of customization
+ thanks to the object-oriented design.
+
+ @author Juan Rada-Vilela, Ph.D.
+ @see WeightedSum
+ @see WeightedAverage
+ @see WeightedAverageCustom
+ @see WeightedDefuzzifier
+ @see Defuzzifier
+ @since 6.0
+ @experimental
+ */
+ class FL_API WeightedSumCustom : public WeightedDefuzzifier {
+ public:
+ explicit WeightedSumCustom(Type type = Automatic);
+ explicit WeightedSumCustom(const std::string& type);
+ virtual ~WeightedSumCustom() FL_IOVERRIDE;
+ FL_DEFAULT_COPY_AND_MOVE(WeightedSumCustom)
+
+ virtual std::string className() const FL_IOVERRIDE;
+
+ virtual Complexity complexity(const Term* term) const FL_IOVERRIDE;
+
+ /**
+ Computes the weighted sum of the given fuzzy set represented in an
+ Aggregated Term as @f$y = \sum_i{w_iz_i} @f$,
+ where @f$w_i@f$ is the activation degree of term @f$i@f$, and @f$z_i
+ = \mu_i(w_i) @f$.
+
+ If the implication and aggregation operators are set to fl::null (or
+ set to AlgebraicProduct and UnboundedSum, respectively), then the
+ operation of WeightedAverageCustom is the same as the WeightedAverage.
+ Otherwise, the implication and aggregation operators are utilized to
+ compute the multiplications and sums in @f$y@f$, respectively.
+
+ @param term is the fuzzy set represented as an AggregatedTerm
+ @param minimum is the minimum value of the range (only used for Tsukamoto)
+ @param maximum is the maximum value of the range (only used for Tsukamoto)
+ @return the weighted sum of the given fuzzy set
+ */
+ virtual scalar defuzzify(const Term* term,
+ scalar minimum, scalar maximum) const FL_IOVERRIDE;
+ virtual WeightedSumCustom* clone() const FL_IOVERRIDE;
+
+ static Defuzzifier* constructor();
+ };
+}
+
+#endif /* FL_WEIGHTEDSUMCUSTOM_H */
+
diff --git a/fuzzylite/fl/factory/ActivationFactory.h b/fuzzylite/fl/factory/ActivationFactory.h
new file mode 100644
index 0000000..6ebfc73
--- /dev/null
+++ b/fuzzylite/fl/factory/ActivationFactory.h
@@ -0,0 +1,46 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#ifndef FL_ACTIVATIONFACTORY_H
+#define FL_ACTIVATIONFACTORY_H
+
+#include "fl/fuzzylite.h"
+
+#include "fl/factory/ConstructionFactory.h"
+#include "fl/activation/Activation.h"
+
+namespace fl {
+
+ /**
+ The ActivationFactory class is a ConstructionFactory of Activation
+ methods for RuleBlock%s.
+
+ @author Juan Rada-Vilela, Ph.D.
+ @see Activation
+ @see RuleBlock
+ @see ConstructionFactory
+ @see FactoryManager
+ @since 6.0
+ */
+ class FL_API ActivationFactory : public ConstructionFactory<Activation*> {
+ public:
+ ActivationFactory();
+ virtual ~ActivationFactory() FL_IOVERRIDE;
+ FL_DEFAULT_COPY_AND_MOVE(ActivationFactory)
+ };
+}
+
+#endif /* FL_ACTIVATIONFACTORY_H */
diff --git a/fuzzylite/fl/factory/CloningFactory.h b/fuzzylite/fl/factory/CloningFactory.h
new file mode 100644
index 0000000..a21e1d2
--- /dev/null
+++ b/fuzzylite/fl/factory/CloningFactory.h
@@ -0,0 +1,226 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#ifndef FL_CLONINGFACTORY_H
+#define FL_CLONINGFACTORY_H
+
+#include "fl/fuzzylite.h"
+
+#include <map>
+#include <string>
+#include <vector>
+
+namespace fl {
+
+ /**
+ The CloningFactory class is the base class for a factory whose objects
+ are created from a registered object by calling the `clone()` method.
+
+ @param <T> is the class of the object to be cloned
+
+ @author Juan Rada-Vilela, Ph.D.
+ @see FactoryManager
+ @since 5.0
+ */
+
+ template <typename T>
+ class CloningFactory {
+ private:
+ std::string _name;
+ std::map<std::string, T> _objects;
+
+ public:
+ explicit CloningFactory(const std::string& name = "");
+ CloningFactory(const CloningFactory& other);
+ CloningFactory& operator=(const CloningFactory& other);
+ virtual ~CloningFactory();
+ FL_DEFAULT_MOVE(CloningFactory)
+
+ /**
+ Returns the name of the factory
+ @return the name of the factory
+ */
+ virtual std::string name() const;
+
+ /**
+ Registers the object in the factory and assumes its ownership
+ @param key is the unique name by which objects are registered
+ @param object is the object to be cloned via a `clone` method
+ */
+ virtual void registerObject(const std::string& key, T object);
+ /**
+ Deregisters the given object from the factory and deletes it
+ @param key is the unique name by which objects are registered
+ */
+ virtual void deregisterObject(const std::string& key);
+ /**
+ Checks whether the factory has the given object registered
+ @param key is the unique name by which objects are registered
+ @return whether the factory has the given object registered
+ */
+ virtual bool hasObject(const std::string& key) const;
+ /**
+ Gets the object registered by the given key, not a clone of the object
+ @param key is the unique name by which objects are registered
+ @return the object registered by the given key
+ */
+ virtual T getObject(const std::string& key) const;
+ /**
+ Creates a cloned object by executing the clone method on the registered object
+ @param key is the unique name by which objects are registered
+ @return a cloned object by executing the clone method on the registered object
+ */
+ virtual T cloneObject(const std::string& key) const;
+ /**
+ Returns a vector of the available objects
+ @return a vector of the available objects
+ */
+ virtual std::vector<std::string> available() const;
+ /**
+ Gets the map of registered keys and objects
+ @return the map of registered keys and objects
+ */
+ virtual std::map<std::string, T>& objects();
+ /**
+ Gets an immutable map of registered keys and objects
+ @return an immutable map of registered keys and objects
+ */
+ virtual const std::map<std::string, T>& objects() const;
+
+ };
+}
+
+/**
+ Template implementation
+ */
+
+#include "fl/Exception.h"
+
+namespace fl {
+
+ template<typename T>
+ inline CloningFactory<T>::CloningFactory(const std::string& name) : _name(name) {
+
+ }
+
+ template<typename T>
+ inline CloningFactory<T>::CloningFactory(const CloningFactory& other) {
+ typename std::map<std::string, T>::const_iterator it = other._objects.begin();
+ while (it != other._objects.end()) {
+ T clone = fl::null;
+ if (it->second) clone = it->second->clone();
+ this->_objects[it->first] = clone;
+ ++it;
+ }
+ }
+
+ template<typename T>
+ inline CloningFactory<T>& CloningFactory<T>::operator=(const CloningFactory& other) {
+ if (this != &other) {
+ typename std::map<std::string, T>::const_iterator it = this->_objects.begin();
+ while (it != this->_objects.end()) {
+ if (it->second) delete it->second;
+ ++it;
+ }
+ this->_objects.clear();
+
+ it = other._objects.begin();
+ while (it != other._objects.end()) {
+ T clone = fl::null;
+ if (it->second) clone = it->second->clone();
+ this->_objects[it->first] = clone;
+ ++it;
+ }
+ }
+ return *this;
+ }
+
+ template<typename T>
+ inline CloningFactory<T>::~CloningFactory() {
+ typename std::map<std::string, T>::const_iterator it = this->_objects.begin();
+ while (it != this->_objects.end()) {
+ if (it->second) delete it->second;
+ ++it;
+ }
+ }
+
+ template<typename T>
+ inline std::string CloningFactory<T>::name() const {
+ return this->_name;
+ }
+
+ template<typename T>
+ inline void CloningFactory<T>::registerObject(const std::string& key, T object) {
+ this->_objects[key] = object;
+ }
+
+ template<typename T>
+ inline void CloningFactory<T>::deregisterObject(const std::string& key) {
+ typename std::map<std::string, T>::iterator it = this->_objects.find(key);
+ if (it != this->_objects.end()) {
+ this->_objects.erase(it);
+ delete it->second;
+ }
+ }
+
+ template<typename T>
+ inline bool CloningFactory<T>::hasObject(const std::string& key) const {
+ typename std::map<std::string, T>::const_iterator it = this->_objects.find(key);
+ return (it != this->_objects.end());
+ }
+
+ template<typename T>
+ inline T CloningFactory<T>::getObject(const std::string& key) const {
+ typename std::map<std::string, T>::const_iterator it = this->_objects.find(key);
+ if (it != this->_objects.end()) {
+ if (it->second) return it->second;
+ }
+ return fl::null;
+ }
+
+ template<typename T>
+ inline T CloningFactory<T>::cloneObject(const std::string& key) const {
+ typename std::map<std::string, T>::const_iterator it = this->_objects.find(key);
+ if (it != this->_objects.end()) {
+ if (it->second) return it->second->clone();
+ return fl::null;
+ }
+ throw Exception("[cloning error] " + _name + " object by name <" + key + "> not registered", FL_AT);
+ }
+
+ template<typename T>
+ inline std::vector<std::string> CloningFactory<T>::available() const {
+ std::vector<std::string> result;
+ typename std::map<std::string, T>::const_iterator it = this->_objects.begin();
+ while (it != this->_objects.end()) {
+ result.push_back(it->first);
+ }
+ return result;
+ }
+
+ template<typename T>
+ inline std::map<std::string, T>& CloningFactory<T>::objects() {
+ return this->_objects;
+ }
+
+ template<typename T>
+ inline const std::map<std::string, T>& CloningFactory<T>::objects() const {
+ return this->_objects;
+ }
+}
+
+#endif /* FL_CLONINGFACTORY_H */
+
diff --git a/fuzzylite/fl/factory/ConstructionFactory.h b/fuzzylite/fl/factory/ConstructionFactory.h
new file mode 100644
index 0000000..2558d7f
--- /dev/null
+++ b/fuzzylite/fl/factory/ConstructionFactory.h
@@ -0,0 +1,202 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#ifndef FL_CONSTRUCTIONFACTORY_H
+#define FL_CONSTRUCTIONFACTORY_H
+
+#include "fl/fuzzylite.h"
+
+#include <map>
+#include <string>
+#include <vector>
+
+namespace fl {
+
+ /**
+ The ConstructionFactory class is the base class for a factory whose
+ objects are created from a registered ConstructionFactory::Constructor.
+
+ @author Juan Rada-Vilela, Ph.D.
+ @see FactoryManager
+ @since 5.0
+ */
+
+ template <typename T>
+ class ConstructionFactory {
+ public:
+ /**
+ The Constructor type definition refers to a zero-parameter method
+ which returns an instance of T
+ */
+ typedef T(*Constructor)();
+
+ private:
+ std::string _name;
+ std::map<std::string, Constructor> _constructors;
+
+ public:
+ explicit ConstructionFactory(const std::string& name);
+ virtual ~ConstructionFactory();
+ FL_DEFAULT_COPY_AND_MOVE(ConstructionFactory)
+
+ /**
+ Returns the name of the factory
+ @return the name of the factory
+ */
+ virtual std::string name() const;
+
+ /**
+ Registers the constructor in the factory
+ @param key is the unique name by which constructors are registered
+ @param constructor is the pointer to the constructor of the object
+ */
+ virtual void registerConstructor(const std::string& key, Constructor constructor);
+ /**
+ Deregisters from the factory the constructor associated to the given key
+ @param key is the unique name by which constructors are registered
+ */
+ virtual void deregisterConstructor(const std::string& key);
+ /**
+ Checks whether the factory has a constructor registered by the given key
+ @param key is the unique name by which constructors are registered
+ @return whether the factory has the given constructor registered
+ */
+ virtual bool hasConstructor(const std::string& key) const;
+ /**
+ Gets the constructor registered by the given key
+ @param key is the unique name by which constructors are registered
+ @return the pointer to the given constructor
+ */
+ virtual Constructor getConstructor(const std::string& key) const;
+ /**
+ Creates an object by executing the constructor associated to the given key
+ @param key is the unique name by which constructors are registered
+ @return an object by executing the constructor associated to the given key
+ */
+ virtual T constructObject(const std::string& key) const;
+ /**
+ Returns a vector of keys for the constructors available
+ @return a vector of keys for the constructors available
+ */
+ virtual std::vector<std::string> available() const;
+ /**
+ Gets the map of registered keys and constructors
+ @return the map of registered keys and constructors
+ */
+ virtual std::map<std::string, Constructor>& constructors();
+ /**
+ Gets an immutable map of registered keys and constructors
+ @return an immutable map of registered keys and constructors
+ */
+ virtual const std::map<std::string, Constructor>& constructors() const;
+ };
+
+}
+
+/**
+ * Template implementation
+ */
+
+
+#include "fl/Exception.h"
+#include "fl/defuzzifier/Defuzzifier.h"
+#include "fl/hedge/Hedge.h"
+#include "fl/norm/SNorm.h"
+#include "fl/norm/TNorm.h"
+#include "fl/term/Term.h"
+
+namespace fl {
+
+ template <typename T>
+ inline ConstructionFactory<T>::ConstructionFactory(const std::string& name) : _name(name) {
+
+ }
+
+ template <typename T>
+ inline ConstructionFactory<T>::~ConstructionFactory() {
+ }
+
+ template<typename T>
+ inline std::string ConstructionFactory<T>::name() const {
+ return this->_name;
+ }
+
+ template <typename T>
+ inline void ConstructionFactory<T>::registerConstructor(const std::string& key, Constructor constructor) {
+ this->_constructors[key] = constructor;
+ }
+
+ template <typename T>
+ inline void ConstructionFactory<T>::deregisterConstructor(const std::string& key) {
+ typename std::map<std::string, Constructor>::iterator it = this->_constructors.find(key);
+ if (it != this->_constructors.end()) {
+ this->_constructors.erase(it);
+ }
+ }
+
+ template <typename T>
+ inline bool ConstructionFactory<T>::hasConstructor(const std::string& key) const {
+ typename std::map<std::string, Constructor>::const_iterator it = this->_constructors.find(key);
+ return (it != this->_constructors.end());
+ }
+
+ template <typename T>
+ inline typename ConstructionFactory<T>::Constructor ConstructionFactory<T>::getConstructor(const std::string& key) const {
+ typename std::map<std::string, Constructor>::const_iterator it = this->_constructors.find(key);
+ if (it != this->_constructors.end()) {
+ return it->second;
+ }
+ return fl::null;
+ }
+
+ template <typename T>
+ inline T ConstructionFactory<T>::constructObject(const std::string& key) const {
+ typename std::map<std::string, Constructor>::const_iterator it = this->_constructors.find(key);
+ if (it != this->_constructors.end()) {
+ if (it->second) {
+ return it->second();
+ }
+ return fl::null;
+ }
+ std::ostringstream ss;
+ ss << "[factory error] constructor of " + _name + " <" << key << "> not registered";
+ throw Exception(ss.str(), FL_AT);
+ }
+
+ template <typename T>
+ inline std::vector<std::string> ConstructionFactory<T>::available() const {
+ std::vector<std::string> result;
+ typename std::map<std::string, Constructor>::const_iterator it = this->_constructors.begin();
+ while (it != this->_constructors.end()) {
+ result.push_back(it->first);
+ ++it;
+ }
+ return result;
+ }
+
+ template<typename T>
+ inline std::map<std::string, typename ConstructionFactory<T>::Constructor>& ConstructionFactory<T>::constructors() {
+ return this->_constructors;
+ }
+
+ template<typename T>
+ inline const std::map<std::string, typename ConstructionFactory<T>::Constructor>& ConstructionFactory<T>::constructors() const {
+ return this->_constructors;
+ }
+}
+
+#endif /* FL_CONSTRUCTIONFACTORY_H */
+
diff --git a/fuzzylite/fl/factory/DefuzzifierFactory.h b/fuzzylite/fl/factory/DefuzzifierFactory.h
new file mode 100644
index 0000000..8fa4c1b
--- /dev/null
+++ b/fuzzylite/fl/factory/DefuzzifierFactory.h
@@ -0,0 +1,75 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#ifndef FL_DEFUZZIFIERFACTORY_H
+#define FL_DEFUZZIFIERFACTORY_H
+
+#include "fl/factory/ConstructionFactory.h"
+
+#include "fl/defuzzifier/Defuzzifier.h"
+#include "fl/defuzzifier/IntegralDefuzzifier.h"
+#include "fl/defuzzifier/WeightedDefuzzifier.h"
+
+namespace fl {
+
+ /**
+ The DefuzzifierFactory class is a ConstructionFactory of Defuzzifier%s.
+
+ @author Juan Rada-Vilela, Ph.D.
+ @see Defuzzifier
+ @see ConstructionFactory
+ @see FactoryManager
+ @since 4.0
+ */
+ class FL_API DefuzzifierFactory : public ConstructionFactory<Defuzzifier*> {
+ public:
+ DefuzzifierFactory();
+ virtual ~DefuzzifierFactory() FL_IOVERRIDE;
+ FL_DEFAULT_COPY_AND_MOVE(DefuzzifierFactory)
+
+ /**
+ Creates a Defuzzifier by executing the registered constructor
+ @param key is the unique name by which constructors are registered
+ @param resolution is the resolution of an IntegralDefuzzifier
+ @param type is the type of a WeightedDefuzzifier
+ @return a Defuzzifier by executing the registered constructor and
+ setting its resolution or type accordingly
+ */
+ virtual Defuzzifier* constructDefuzzifier(const std::string& key,
+ int resolution, WeightedDefuzzifier::Type type) const;
+
+ /**
+ Creates a Defuzzifier by executing the registered constructor
+ @param key is the unique name by which constructors are registered
+ @param resolution is the resolution of an IntegralDefuzzifier
+ @return a Defuzzifier by executing the registered constructor and
+ setting its resolution
+ */
+ virtual Defuzzifier* constructDefuzzifier(const std::string& key, int resolution) const;
+
+ /**
+ Creates a Defuzzifier by executing the registered constructor
+ @param key is the unique name by which constructors are registered
+ @param type is the type of a WeightedDefuzzifier
+ @return a Defuzzifier by executing the registered constructor and
+ setting its type
+ */
+ virtual Defuzzifier* constructDefuzzifier(const std::string& key, WeightedDefuzzifier::Type type);
+ };
+}
+
+#endif /* DEFUZZIFIERFACTORY_H */
+
diff --git a/fuzzylite/fl/factory/FactoryManager.h b/fuzzylite/fl/factory/FactoryManager.h
new file mode 100644
index 0000000..79f7996
--- /dev/null
+++ b/fuzzylite/fl/factory/FactoryManager.h
@@ -0,0 +1,154 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#ifndef FL_FACTORYMANAGER_H
+#define FL_FACTORYMANAGER_H
+
+#include "fl/fuzzylite.h"
+
+#include "fl/factory/TNormFactory.h"
+#include "fl/factory/SNormFactory.h"
+#include "fl/factory/ActivationFactory.h"
+#include "fl/factory/DefuzzifierFactory.h"
+#include "fl/factory/TermFactory.h"
+#include "fl/factory/HedgeFactory.h"
+#include "fl/factory/FunctionFactory.h"
+
+namespace fl {
+
+ /**
+ The FactoryManager class is a central class grouping different factories
+ of objects, together with a singleton instance to access each of the
+ factories throughout the library.
+
+
+ @author Juan Rada-Vilela, Ph.D.
+ @see TermFactory
+ @see TNormFactory
+ @see SNormFactory
+ @see HedgeFactory
+ @see ActivationFactory
+ @see DefuzzifierFactory
+ @see FunctionFactory
+ @since 4.0
+ */
+ class FL_API FactoryManager {
+ private:
+ FL_unique_ptr<TNormFactory> _tnorm;
+ FL_unique_ptr<SNormFactory> _snorm;
+ FL_unique_ptr<ActivationFactory> _activation;
+ FL_unique_ptr<DefuzzifierFactory> _defuzzifier;
+ FL_unique_ptr<TermFactory> _term;
+ FL_unique_ptr<HedgeFactory> _hedge;
+ FL_unique_ptr<FunctionFactory> _function;
+
+ public:
+ FactoryManager();
+ explicit FactoryManager(TNormFactory* tnorm, SNormFactory* snorm,
+ ActivationFactory* activation, DefuzzifierFactory* defuzzifier,
+ TermFactory* term, HedgeFactory* hedge, FunctionFactory* function);
+ explicit FactoryManager(const FactoryManager& other);
+ FactoryManager& operator=(const FactoryManager& other);
+ FL_DEFAULT_MOVE(FactoryManager)
+ virtual ~FactoryManager();
+
+ /**
+ Gets the static instance of the manager
+ @return the static instance of the manager
+ */
+ static FactoryManager* instance();
+
+ /**
+ Sets the factory of TNorm%s
+ @param tnorm is the factory of TNorm%s
+ */
+ virtual void setTnorm(TNormFactory* tnorm);
+ /**
+ Gets the factory of TNorm%s
+ @return the factory of TNorm%s
+ */
+ virtual TNormFactory* tnorm() const;
+
+ /**
+ Sets the factory of SNorm%s
+ @param snorm is the factory of SNorm%s
+ */
+ virtual void setSnorm(SNormFactory* snorm);
+ /**
+ Gets the factory of SNorm%s
+ @return the factory of SNorm%s
+ */
+ virtual SNormFactory* snorm() const;
+
+ /**
+ Sets the factory of Activation methods
+ @param activation is the factory of Activation methods
+ */
+ virtual void setActivation(ActivationFactory* activation);
+ /**
+ Gets the factory of Activation methods
+ @return the factory of Activation methods
+ */
+ virtual ActivationFactory* activation() const;
+
+ /**
+ Sets the factory of Defuzzifier%s
+ @param defuzzifier is the factory of Defuzzifier%s
+ */
+ virtual void setDefuzzifier(DefuzzifierFactory* defuzzifier);
+ /**
+ Gets the factory of Defuzzifier%s
+ @return the factory of Defuzzifier%s
+ */
+ virtual DefuzzifierFactory* defuzzifier() const;
+
+ /**
+ Sets the factory of Term%s
+ @param term is the factory of Term%s
+ */
+ virtual void setTerm(TermFactory* term);
+ /**
+ Gets the factory of Term%s
+ @return the factory of Term%s
+ */
+ virtual TermFactory* term() const;
+
+ /**
+ Sets the factory of Hedge%s
+ @param hedge is the factory of Hedge%s
+ */
+ virtual void setHedge(HedgeFactory* hedge);
+ /**
+ Gets the factory of Hedge%s
+ @return the factory of Hedge%s
+ */
+ virtual HedgeFactory* hedge() const;
+
+ /**
+ Sets the factory of Function Element%s
+ @param function is the factory of Function Element%s
+ */
+ virtual void setFunction(FunctionFactory* function);
+ /**
+ Gets the factory of Function Element%s
+ @return the factory of Function Element%s
+ */
+ virtual FunctionFactory* function() const;
+ };
+}
+
+#endif /* FL_FACTORYMANAGER_H */
+
diff --git a/fuzzylite/fl/factory/FunctionFactory.h b/fuzzylite/fl/factory/FunctionFactory.h
new file mode 100644
index 0000000..84e0104
--- /dev/null
+++ b/fuzzylite/fl/factory/FunctionFactory.h
@@ -0,0 +1,61 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#ifndef FL_FUNCTIONFACTORY_H
+#define FL_FUNCTIONFACTORY_H
+
+#include "fl/factory/CloningFactory.h"
+
+#include "fl/term/Function.h"
+
+namespace fl {
+
+ /**
+ The FunctionFactory class is a CloningFactory of operators and functions
+ utilized by the Function term.
+
+ @author Juan Rada-Vilela, Ph.D.
+ @see Function
+ @see Element
+ @see CloningFactory
+ @see FactoryManager
+ @since 5.0
+ */
+ class FL_API FunctionFactory : public CloningFactory<Function::Element*> {
+ private:
+ void registerOperators();
+ void registerFunctions();
+ public:
+ FunctionFactory();
+ virtual ~FunctionFactory() FL_IOVERRIDE;
+ FL_DEFAULT_COPY_AND_MOVE(FunctionFactory)
+
+ /**
+ Returns a vector of the operators available
+ @return a vector of the operators available
+ */
+ virtual std::vector<std::string> availableOperators() const;
+ /**
+ Returns a vector of the functions available
+ @return a vector of the functions available
+ */
+ virtual std::vector<std::string> availableFunctions() const;
+
+ };
+}
+
+#endif /* FL_FUNCTIONFACTORY_H */
+
diff --git a/fuzzylite/fl/factory/HedgeFactory.h b/fuzzylite/fl/factory/HedgeFactory.h
new file mode 100644
index 0000000..e4733b2
--- /dev/null
+++ b/fuzzylite/fl/factory/HedgeFactory.h
@@ -0,0 +1,44 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#ifndef FL_HEDGEFACTORY_H
+#define FL_HEDGEFACTORY_H
+
+#include "fl/factory/ConstructionFactory.h"
+
+#include "fl/hedge/Hedge.h"
+
+namespace fl {
+
+ /**
+ The HedgeFactory class is a ConstructionFactory of Hedge%s.
+
+ @author Juan Rada-Vilela, Ph.D.
+ @see Hedge
+ @see ConstructionFactory
+ @see FactoryManager
+ @since 4.0
+ */
+ class FL_API HedgeFactory : public ConstructionFactory<Hedge*> {
+ public:
+ HedgeFactory();
+ virtual ~HedgeFactory() FL_IOVERRIDE;
+ FL_DEFAULT_COPY_AND_MOVE(HedgeFactory)
+ };
+}
+
+#endif /* FL_HEDGEFACTORY_H */
+
diff --git a/fuzzylite/fl/factory/SNormFactory.h b/fuzzylite/fl/factory/SNormFactory.h
new file mode 100644
index 0000000..111664a
--- /dev/null
+++ b/fuzzylite/fl/factory/SNormFactory.h
@@ -0,0 +1,44 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#ifndef FL_SNORMFACTORY_H
+#define FL_SNORMFACTORY_H
+
+#include "fl/factory/ConstructionFactory.h"
+
+#include "fl/norm/SNorm.h"
+
+namespace fl {
+
+ /**
+ The SNormFactory class is a ConstructionFactory of SNorm%s.
+
+ @author Juan Rada-Vilela, Ph.D.
+ @see SNorm
+ @see ConstructionFactory
+ @see FactoryManager
+ @since 4.0
+ */
+ class FL_API SNormFactory : public ConstructionFactory<SNorm*> {
+ public:
+ SNormFactory();
+ virtual ~SNormFactory() FL_IOVERRIDE;
+ FL_DEFAULT_COPY_AND_MOVE(SNormFactory)
+ };
+}
+
+#endif /* FL_SNORMFACTORY_H */
+
diff --git a/fuzzylite/fl/factory/TNormFactory.h b/fuzzylite/fl/factory/TNormFactory.h
new file mode 100644
index 0000000..5093fa7
--- /dev/null
+++ b/fuzzylite/fl/factory/TNormFactory.h
@@ -0,0 +1,44 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#ifndef FL_TNORMFACTORY_H
+#define FL_TNORMFACTORY_H
+
+#include "fl/factory/ConstructionFactory.h"
+
+#include "fl/norm/TNorm.h"
+
+namespace fl {
+
+ /**
+ The TNormFactory class is a ConstructionFactory of TNorm%s.
+
+ @author Juan Rada-Vilela, Ph.D.
+ @see TNorm
+ @see ConstructionFactory
+ @see FactoryManager
+ @since 4.0
+ */
+ class FL_API TNormFactory : public ConstructionFactory<TNorm*> {
+ public:
+ TNormFactory();
+ virtual ~TNormFactory() FL_IOVERRIDE;
+ FL_DEFAULT_COPY_AND_MOVE(TNormFactory)
+ };
+}
+
+#endif /* FL_TNORMFACTORY_H */
+
diff --git a/fuzzylite/fl/factory/TermFactory.h b/fuzzylite/fl/factory/TermFactory.h
new file mode 100644
index 0000000..f6a5d60
--- /dev/null
+++ b/fuzzylite/fl/factory/TermFactory.h
@@ -0,0 +1,45 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#ifndef FL_TERMFACTORY_H
+#define FL_TERMFACTORY_H
+
+
+#include "fl/factory/ConstructionFactory.h"
+
+#include "fl/term/Term.h"
+
+namespace fl {
+
+ /**
+ The TermFactory class is a ConstructionFactory of Term%s.
+
+ @author Juan Rada-Vilela, Ph.D.
+ @see Term
+ @see ConstructionFactory
+ @see FactoryManager
+ @since 4.0
+ */
+ class FL_API TermFactory : public ConstructionFactory<Term*> {
+ public:
+ TermFactory();
+ virtual ~TermFactory() FL_IOVERRIDE;
+ FL_DEFAULT_COPY_AND_MOVE(TermFactory)
+ };
+}
+
+#endif /* FL_TERMFACTORY_H */
+
diff --git a/fuzzylite/fl/fuzzylite.h b/fuzzylite/fl/fuzzylite.h
new file mode 100644
index 0000000..3cca94b
--- /dev/null
+++ b/fuzzylite/fl/fuzzylite.h
@@ -0,0 +1,427 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#ifndef FL_FUZZYLITE_H
+#define FL_FUZZYLITE_H
+
+#include <algorithm>
+#include <cmath>
+#include <iostream>
+#include <sstream>
+#include <limits>
+#include <memory>
+#include <cstddef>
+
+#ifndef FL_BUILD_PATH
+#define FL_BUILD_PATH ""
+#endif
+
+#if defined(_WIN32) || defined(WIN32)
+#define FL_WINDOWS
+#endif
+
+#if defined(unix) || defined(__unix__) || defined(__unix)
+#define FL_UNIX
+#endif
+
+#ifdef __APPLE__
+#define FL_APPLE
+#ifndef FL_UNIX
+#define FL_UNIX
+#endif
+#endif
+
+#define FL__FILE__ std::string(__FILE__).substr(std::string(FL_BUILD_PATH).size())
+
+#define FL_LOG_PREFIX FL__FILE__ << " (" << __LINE__ << "):"
+
+#define FL_AT FL__FILE__, __LINE__, __FUNCTION__
+
+#define FL_LOG(message) {if (fl::fuzzylite::isLogging()){std::cout << FL_LOG_PREFIX << message << std::endl;}}
+#define FL_LOGP(message) {if (fl::fuzzylite::isLogging()){std::cout << message << std::endl;}}
+
+#define FL_DEBUG_BEGIN if (fl::fuzzylite::isDebugging()){
+#define FL_DEBUG_END }
+
+#define FL_DBG(message) FL_DEBUG_BEGIN\
+ std::cout << FL__FILE__ << "::" << __FUNCTION__ << "[" << __LINE__ << "]:" \
+ << message << std::endl;\
+ FL_DEBUG_END
+
+
+#ifdef FL_WINDOWS
+#include <ciso646> //alternative operator spellings:
+//#define and &&
+//#define or ||
+//#define not !
+//#define bitand &
+//#define bitor |
+
+//@todo: Address warning 4251 by exporting members?
+//http://www.unknownroad.com/rtfm/VisualStudio/warningC4251.html
+#ifdef _MSC_VER
+#pragma warning (disable:4251)
+#endif
+
+//fuzzylite as a shared library is exported
+//Applications linking with fuzzylite as a shared library need to import
+
+//fuzzylite as a static library does not export or import
+//Applications linking with fuzzylite as a static library do not import
+
+#if defined(FL_EXPORT_LIBRARY)
+#define FL_API __declspec(dllexport)
+#elif defined(FL_IMPORT_LIBRARY)
+#define FL_API __declspec(dllimport)
+#else
+#define FL_API
+#endif
+
+#else
+#define FL_API
+#endif
+
+/**
+ The fl namespace is the namespace where all the classes of the `fuzzylite`
+ library are contained in.
+
+ @author Juan Rada-Vilela, Ph.D.
+ @since 4.0
+ */
+namespace fl {
+ /**
+ Represents floating-point values (typedef to float or double).
+ */
+#ifdef FL_USE_FLOAT
+ typedef float scalar;
+#else
+ /**
+ Represents floating-point values as doubles.
+ */
+ typedef double scalar;
+#endif
+
+#define FL_IUNUSED(x) (void) (x)
+
+#ifdef __GNUC__
+#define FL_IUNUSED_DECL __attribute__((unused))
+#else
+#define FL_IUNUSED_DECL
+#endif
+
+ /**
+ Represents the Not-A-Number scalar value
+ */
+ const scalar nan FL_IUNUSED_DECL = std::numeric_limits<scalar>::quiet_NaN();
+ /**
+ Represents the infinity scalar value
+ */
+ const scalar inf FL_IUNUSED_DECL = std::numeric_limits<scalar>::infinity();
+
+#ifdef FL_CPP98
+ //C++98 defines
+
+ //Pointers
+ /**
+ Represents the `C++11` or `C++98` null pointer depending on whether the
+ compilation flag `-DFL_CPP98` is set
+ */
+ const long null = 0L;
+#define FL_unique_ptr std::auto_ptr
+#define FL_move_ptr(x) x
+
+ //Identifiers
+#define FL_IOVERRIDE
+#define FL_IFINAL
+#define FL_IDEFAULT
+#define FL_IDELETE
+#define FL_INOEXCEPT throw()
+#define FL_ITHREAD_LOCAL
+
+ //Constructors
+#define FL_DEFAULT_COPY(Class)
+#define FL_DEFAULT_MOVE(Class)
+#define FL_DEFAULT_COPY_AND_MOVE(Class)
+
+#define FL_DISABLE_COPY(Class) \
+ Class(const Class &);\
+ Class &operator=(const Class &);
+
+#else
+ //C++11 defines
+
+ //Pointers
+ /**
+ Represents the `C++11` or `C++98` null pointer depending on whether the
+ compilation flag `-DFL_CPP98` is set
+ */
+ const std::nullptr_t null = nullptr;
+#define FL_unique_ptr std::unique_ptr
+#define FL_move_ptr(x) std::move(x)
+
+ //Identifiers
+#define FL_IOVERRIDE override
+#define FL_IFINAL final
+#define FL_IDEFAULT = default
+#define FL_IDELETE = delete
+#define FL_INOEXCEPT noexcept
+#define FL_ITHREAD_LOCAL /*thread_local (commented for performance)*/
+
+ //Constructors
+#define FL_DEFAULT_COPY(Class) \
+ Class(const Class&) = default; \
+ Class& operator=(const Class&) = default;
+#define FL_DEFAULT_MOVE(Class) \
+ Class(Class&&) = default; \
+ Class& operator=(Class&&) = default;
+#define FL_DEFAULT_COPY_AND_MOVE(Class) \
+ Class(const Class&) = default; \
+ Class& operator=(const Class&) = default;\
+ Class(Class&&) = default; \
+ Class& operator=(Class&&) = default;
+
+#define FL_DISABLE_COPY(Class) \
+ Class(const Class &) = delete;\
+ Class &operator=(const Class &) = delete;
+
+#endif
+
+}
+
+
+namespace fl {
+
+ /**
+
+ The fuzzylite class contains global settings and information about the
+ library.
+
+ @author Juan Rada-Vilela, Ph.D.
+ @since 4.0
+
+ */
+
+ class FL_API fuzzylite {
+ friend class Operation;
+ private:
+ static int _decimals;
+ static scalar _macheps;
+ static std::ios_base::fmtflags _scalarFormat;
+ static bool _logging;
+ static bool _debugging;
+ public:
+ /**
+ Returns the name of the `fuzzylite` library
+ @return the name of the `fuzzylite` library
+ */
+ static std::string name();
+ /**
+ Returns the version of the `fuzzylite` library
+ @return the version of the `fuzzylite` library
+ */
+ static std::string version();
+ /**
+ Returns the name of the `fuzzylite` library including the version
+ @return the name of the `fuzzylite` library including the version
+ */
+ static std::string library();
+
+ /**
+ Returns the license under which the `fuzzylite` library is released
+ @return the license under which the `fuzzylite` library is released
+ */
+ static std::string license();
+
+ /**
+ Returns the name of the author of the `fuzzylite` library
+ @return "Juan Rada-Vilela, Ph.D."
+ */
+ static std::string author();
+
+ /**
+ Returns the name of the company that owns the `fuzzylite` library
+ @return "FuzzyLite Limited"
+ */
+ static std::string company();
+
+ /**
+ Returns the website of the `fuzzylite` library
+ @return "http://www.fuzzylite.com/"
+ */
+ static std::string website();
+
+ /**
+ Returns the number of decimals utilized when formatting scalar values
+ @return the number of decimals utilized when formatting scalar values
+ (default is 3)
+ */
+ static int decimals();
+
+ /**
+ Sets the number of decimals utilized when formatting scalar values
+ @param decimals is the number of decimals utilized when formatting
+ scalar values
+ */
+ static void setDecimals(int decimals);
+
+ /**
+ Returns the minimum difference at which two floating-point values
+ are considered equivalent
+ @return the minimum difference at which two floating-point values
+ are considered equivalent (default is 1e-6)
+ */
+ static scalar macheps();
+
+ /**
+ Sets the minimum difference at which two floating-point values are
+ considered equivalent
+ @param macheps is the minimum difference at which two floating-point
+ values are considered equivalent (default is 1e-6)
+ */
+ static void setMachEps(scalar macheps);
+
+ /**
+ Sets the default format to be utilized for every fl::scalar passed to
+ Op::str()
+ @param scalarFormat is the format to be utilized for every fl::scalar
+ passed to Op::str()
+ */
+ static void setScalarFormat(std::ios_base::fmtflags scalarFormat);
+
+ /**
+ Gets the default format to be utilized for every fl::scalar passed to
+ Op::str()
+ @return the format to be utilized for every fl::scalar passed to Op::str()
+ */
+ static std::ios_base::fmtflags scalarFormat();
+
+ /**
+ Returns whether the library is logging information via the `FL_LOG`
+ macro
+ @return whether the library is logging information via the `FL_LOG`
+ macro
+ */
+ static bool isLogging();
+
+ /**
+ Sets whether the library is set to log information using the macro
+ `FL_LOG`
+ @param logging indicates whether the library is set to log
+ information via the `FL_LOG` macro
+ */
+ static void setLogging(bool logging);
+
+ /**
+ Indicates whether the library is running in debug mode
+ @return `true` if the library is running in debug mode, and `false`
+ if it is running in release mode
+ */
+ static bool isDebugging();
+
+ /**
+ Sets whether the library is set to run in debug mode
+ @param debugging indicates whether the library is set to run in debug mode
+ */
+ static void setDebugging(bool debugging);
+
+ /**
+ Returns the platform under which the `fuzzylite` library was built
+ @return `Unix` or `Windows`
+ */
+ static std::string platform();
+
+ /**
+ Returns the name of the type of the floating-point variables
+ @return `double` or `float`
+ */
+ static std::string floatingPoint();
+ };
+}
+
+
+namespace fl {
+
+ inline std::string fuzzylite::name() {
+ return "fuzzylite";
+ }
+
+ inline std::string fuzzylite::library() {
+ return name() + " " + version();
+ }
+
+ inline std::string fuzzylite::version() {
+ return "6.0";
+ }
+
+ inline std::string fuzzylite::license() {
+ return "FuzzyLite License";
+ }
+
+ inline std::string fuzzylite::author() {
+ return "Juan Rada-Vilela, Ph.D.";
+ }
+
+ inline std::string fuzzylite::company() {
+ return "FuzzyLite Limited";
+ }
+
+ inline std::string fuzzylite::website() {
+ return "http://www.fuzzylite.com/";
+ }
+
+ inline void fuzzylite::setDebugging(bool debugging) {
+ _debugging = debugging;
+ }
+
+ inline bool fuzzylite::isDebugging() {
+ return _debugging;
+ }
+
+ inline void fuzzylite::setDecimals(int decimals) {
+ _decimals = decimals;
+ }
+
+ inline int fuzzylite::decimals() {
+ return _decimals;
+ }
+
+ inline void fuzzylite::setScalarFormat(std::ios_base::fmtflags scalarFormat) {
+ _scalarFormat = scalarFormat;
+ }
+
+ inline std::ios_base::fmtflags fuzzylite::scalarFormat() {
+ return _scalarFormat;
+ }
+
+ inline void fuzzylite::setMachEps(scalar macheps) {
+ _macheps = macheps;
+ }
+
+ inline scalar fuzzylite::macheps() {
+ return _macheps;
+ }
+
+ inline void fuzzylite::setLogging(bool logging) {
+ _logging = logging;
+ }
+
+ inline bool fuzzylite::isLogging() {
+ return _logging;
+ }
+}
+
+#endif /* FL_FUZZYLITE_H */
+
diff --git a/fuzzylite/fl/hedge/Any.h b/fuzzylite/fl/hedge/Any.h
new file mode 100644
index 0000000..bf71842
--- /dev/null
+++ b/fuzzylite/fl/hedge/Any.h
@@ -0,0 +1,60 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#ifndef FL_ANY_H
+#define FL_ANY_H
+
+#include "fl/hedge/Hedge.h"
+
+namespace fl {
+
+ /**
+ The Any class is a special Hedge that always returns `1.0`. Its
+ position with respect to the other hedges is last in the ordered set
+ (Not, Seldom, Somewhat, Very, Extremely, Any). The Antecedent of a Rule
+ considers Any to be a syntactically special hedge because it is not
+ followed by a Term (e.g., `if Variable is any then...`). Amongst hedges,
+ only Any has virtual methods to be overriden due to its particular case.
+
+ @author Juan Rada-Vilela, Ph.D.
+ @see Hedge
+ @see HedgeFactory
+ @since 4.0
+ */
+ class FL_API Any : public Hedge {
+ public:
+ Any();
+ virtual ~Any() FL_IOVERRIDE;
+ FL_DEFAULT_COPY_AND_MOVE(Any)
+
+ virtual std::string name() const FL_IOVERRIDE;
+
+
+ virtual Complexity complexity() const FL_IOVERRIDE;
+
+ /**
+ Computes the hedge for the given value
+ @param x is irrelevant
+ @return `1.0`
+ */
+ virtual scalar hedge(scalar x) const FL_IOVERRIDE;
+ virtual Any* clone() const FL_IOVERRIDE;
+
+ static Hedge* constructor();
+ };
+}
+
+#endif /* FL_ANY_H */
diff --git a/fuzzylite/fl/hedge/Extremely.h b/fuzzylite/fl/hedge/Extremely.h
new file mode 100644
index 0000000..fbd617a
--- /dev/null
+++ b/fuzzylite/fl/hedge/Extremely.h
@@ -0,0 +1,55 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#ifndef FL_EXTREMELY_H
+#define FL_EXTREMELY_H
+
+#include "fl/hedge/Hedge.h"
+
+namespace fl {
+
+ /**
+ The Extremely class is a Hedge located fifth in the ordered set
+ (Not, Seldom, Somewhat, Very, Extremely, Any).
+
+ @author Juan Rada-Vilela, Ph.D.
+ @see Hedge
+ @see HedgeFactory
+ @since 4.0
+ */
+ class FL_API Extremely FL_IFINAL : public Hedge {
+ public:
+ std::string name() const FL_IOVERRIDE;
+
+ Complexity complexity() const FL_IOVERRIDE;
+
+ /**
+ Computes the hedge for the membership function value @f$x@f$
+ @param x is a membership function value
+ @return @f$
+ \begin{cases}
+ 2x^2 & \mbox{if $x \le 0.5$} \cr
+ 1-2(1-x)^2 & \mbox{otherwise} \cr
+ \end{cases}@f$
+ */
+ scalar hedge(scalar x) const FL_IOVERRIDE;
+ Extremely* clone() const FL_IOVERRIDE;
+
+ static Hedge* constructor();
+ };
+}
+
+#endif /* FL_EXTREMELY_H */
diff --git a/fuzzylite/fl/hedge/Hedge.h b/fuzzylite/fl/hedge/Hedge.h
new file mode 100644
index 0000000..9dac17c
--- /dev/null
+++ b/fuzzylite/fl/hedge/Hedge.h
@@ -0,0 +1,77 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#ifndef FL_HEDGE_H
+#define FL_HEDGE_H
+
+#include "fl/fuzzylite.h"
+
+#include "fl/Complexity.h"
+
+#include <string>
+
+namespace fl {
+
+ /**
+ The Hedge class is the abstract class for hedges. Hedges are utilized
+ within the Antecedent and Consequent of a Rule in order to modify the
+ membership function of a linguistic Term.
+
+ @author Juan Rada-Vilela, Ph.D.
+ @see Antecedent
+ @see Consequent
+ @see Rule
+ @see HedgeFactory
+ @since 4.0
+ */
+ class FL_API Hedge {
+ public:
+
+ Hedge() {
+ }
+
+ virtual ~Hedge() {
+ }
+ FL_DEFAULT_COPY_AND_MOVE(Hedge)
+
+ /**
+ Returns the name of the hedge
+ @return the name of the hedge
+ */
+ virtual std::string name() const = 0;
+
+ /**
+ Computes the estimated complexity of applying the hedge
+ @return the estimated complexity of applying the hedge
+ */
+ virtual Complexity complexity() const = 0;
+ /**
+ Computes the hedge for the membership function value @f$x@f$
+ @param x is a membership function value
+ @return the hedge of @f$x@f$
+ */
+ virtual scalar hedge(scalar x) const = 0;
+
+ /**
+ Creates a clone of the hedge
+ @return a clone of the hedge.
+ */
+ virtual Hedge* clone() const = 0;
+
+ };
+}
+
+#endif /* FL_HEDGE_H */
diff --git a/fuzzylite/fl/hedge/HedgeFunction.h b/fuzzylite/fl/hedge/HedgeFunction.h
new file mode 100644
index 0000000..bc8930d
--- /dev/null
+++ b/fuzzylite/fl/hedge/HedgeFunction.h
@@ -0,0 +1,82 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#ifndef FL_HEDGEFUNCTION_H
+#define FL_HEDGEFUNCTION_H
+
+#include "fl/hedge/Hedge.h"
+
+#include "fl/term/Function.h"
+
+namespace fl {
+
+ /**
+ The HedgeFunction class is a customizable Hedge via Function, which
+ computes any function based on the @f$x@f$ value. This hedge is not
+ registered with the HedgeFactory due to issues configuring the formula
+ within. To register the hedge, a static method with the
+ constructor needs to be manually created and registered. Please, check the
+ file `test/hedge/HedgeFunction.cpp` for further details.
+
+ @author Juan Rada-Vilela, Ph.D.
+ @see Function
+ @see Hedge
+ @see HedgeFactory
+ @since 6.0
+ */
+
+ class FL_API HedgeFunction FL_IFINAL : public Hedge {
+ private:
+ Function _function;
+ public:
+ explicit HedgeFunction(const std::string& formula = "");
+
+ std::string name() const FL_IOVERRIDE;
+
+ /**
+ Returns the reference to the Function
+ @return the reference to the Function
+ */
+ Function& function();
+
+ /**
+ Loads the function with the given formula
+ @param formula is a valid formula in infix notation
+ */
+ void setFormula(const std::string& formula);
+ /**
+ Returns the formula loaded into the function
+ @return the formula loaded into the function
+ */
+ std::string getFormula() const;
+
+ Complexity complexity() const FL_IOVERRIDE;
+
+ /**
+ Computes the hedge for the membership function value @f$x@f$ utilizing
+ the given function via HedgeFunction::setFormula()
+ @param x is a membership function value
+ @return the evaluation of the function
+ */
+ scalar hedge(scalar x) const FL_IOVERRIDE;
+ HedgeFunction* clone() const FL_IOVERRIDE;
+
+ static Hedge* constructor();
+ };
+}
+
+#endif /* FL_HEDGEFUNCTION_H */
+
diff --git a/fuzzylite/fl/hedge/Not.h b/fuzzylite/fl/hedge/Not.h
new file mode 100644
index 0000000..e981ac9
--- /dev/null
+++ b/fuzzylite/fl/hedge/Not.h
@@ -0,0 +1,51 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#ifndef FL_NOT_H
+#define FL_NOT_H
+
+#include "fl/hedge/Hedge.h"
+
+namespace fl {
+
+ /**
+ The Not class is a Hedge located first in the ordered set
+ (Not, Seldom, Somewhat, Very, Extremely, Any).
+
+ @author Juan Rada-Vilela, Ph.D.
+ @see Hedge
+ @see HedgeFactory
+ @since 4.0
+ */
+ class FL_API Not FL_IFINAL : public Hedge {
+ public:
+ std::string name() const FL_IOVERRIDE;
+
+ Complexity complexity() const FL_IOVERRIDE;
+
+ /**
+ Computes the hedge for the membership function value @f$x@f$
+ @param x is a membership function value
+ @return @f$1-x@f$
+ */
+ scalar hedge(scalar x) const FL_IOVERRIDE;
+ Not* clone() const FL_IOVERRIDE;
+
+ static Hedge* constructor();
+ };
+}
+
+#endif /* FL_NOT_H */
diff --git a/fuzzylite/fl/hedge/Seldom.h b/fuzzylite/fl/hedge/Seldom.h
new file mode 100644
index 0000000..0bbedbf
--- /dev/null
+++ b/fuzzylite/fl/hedge/Seldom.h
@@ -0,0 +1,56 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#ifndef FL_SELDOM_H
+#define FL_SELDOM_H
+
+#include "fl/hedge/Hedge.h"
+
+namespace fl {
+
+ /**
+ The Seldom class is a Hedge located second in the ordered set
+ (Not, Seldom, Somewhat, Very, Extremely, Any).
+
+ @author Juan Rada-Vilela, Ph.D.
+ @see Hedge
+ @see HedgeFactory
+ @since 4.0
+ */
+ class FL_API Seldom FL_IFINAL : public Hedge {
+ public:
+ std::string name() const FL_IOVERRIDE;
+
+ Complexity complexity() const FL_IOVERRIDE;
+
+ /**
+ Computes the hedge for the membership function value @f$x@f$
+ @param x is a membership function value
+ @return @f$
+ \begin{cases}
+ \sqrt{0.5x} & \mbox{if $x \le 0.5$} \cr
+ 1-\sqrt{0.5(1-x)} & \mbox{otherwise}\cr
+ \end{cases}
+ @f$
+ */
+ scalar hedge(scalar x) const FL_IOVERRIDE;
+ Seldom* clone() const FL_IOVERRIDE;
+
+ static Hedge* constructor();
+ };
+}
+
+#endif /* FL_SELDOM_H */
diff --git a/fuzzylite/fl/hedge/Somewhat.h b/fuzzylite/fl/hedge/Somewhat.h
new file mode 100644
index 0000000..ccd21ec
--- /dev/null
+++ b/fuzzylite/fl/hedge/Somewhat.h
@@ -0,0 +1,52 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#ifndef FL_SOMEWHAT_H
+#define FL_SOMEWHAT_H
+
+#include "fl/hedge/Hedge.h"
+
+namespace fl {
+
+ /**
+ The Somewhat class is a Hedge located third in the ordered set
+ (Not, Seldom, Somewhat, Very, Extremely, Any).
+
+ @author Juan Rada-Vilela, Ph.D.
+ @see Hedge
+ @see HedgeFactory
+ @since 4.0
+ */
+ class FL_API Somewhat FL_IFINAL : public Hedge {
+ public:
+ std::string name() const FL_IOVERRIDE;
+
+
+ Complexity complexity() const FL_IOVERRIDE;
+
+ /**
+ Computes the hedge for the membership function value @f$x@f$
+ @param x is a membership function value
+ @return @f$\sqrt{x}@f$
+ */
+ scalar hedge(scalar x) const FL_IOVERRIDE;
+ Somewhat* clone() const FL_IOVERRIDE;
+
+ static Hedge* constructor();
+ };
+}
+
+#endif /* FL_SOMEWHAT_H */
diff --git a/fuzzylite/fl/hedge/Very.h b/fuzzylite/fl/hedge/Very.h
new file mode 100644
index 0000000..b80c994
--- /dev/null
+++ b/fuzzylite/fl/hedge/Very.h
@@ -0,0 +1,50 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#ifndef FL_VERY_H
+#define FL_VERY_H
+
+#include "fl/hedge/Hedge.h"
+
+namespace fl {
+
+ /**
+ The Very class is a Hedge located fourth in the ordered set
+ (Not, Seldom, Somewhat, Very, Extremely, Any).
+
+ @author Juan Rada-Vilela, Ph.D.
+ @see Hedge
+ @see HedgeFactory
+ @since 4.0
+ */
+ class FL_API Very FL_IFINAL : public Hedge {
+ public:
+ std::string name() const FL_IOVERRIDE;
+
+ Complexity complexity() const FL_IOVERRIDE;
+
+ /**
+ Computes the hedge for the membership function value @f$x@f$
+ @param x is a membership function value
+ @return @f$x^2@f$
+ */
+ scalar hedge(scalar x) const FL_IOVERRIDE;
+ Very* clone() const FL_IOVERRIDE;
+
+ static Hedge* constructor();
+ };
+}
+#endif /* FL_VERY_H */
diff --git a/fuzzylite/fl/imex/CppExporter.h b/fuzzylite/fl/imex/CppExporter.h
new file mode 100644
index 0000000..1c48225
--- /dev/null
+++ b/fuzzylite/fl/imex/CppExporter.h
@@ -0,0 +1,161 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#ifndef FL_CPPEXPORTER_H
+#define FL_CPPEXPORTER_H
+
+#include "fl/imex/Exporter.h"
+
+namespace fl {
+ class Engine;
+ class InputVariable;
+ class OutputVariable;
+ class Term;
+ class RuleBlock;
+ class Norm;
+ class Defuzzifier;
+ class Hedge;
+ class Activation;
+
+ /**
+ The CppExporter class is an Exporter that translates an Engine and its
+ components to the `C++` programming language using the `fuzzylite`
+ library.
+
+ @author Juan Rada-Vilela, Ph.D.
+ @see JavaExporter
+ @see Exporter
+ @since 4.0
+ */
+ class FL_API CppExporter : public Exporter {
+ private:
+ bool _usingNamespace;
+ bool _usingVariableNames;
+ public:
+ explicit CppExporter(bool usingNamespace = false, bool usingVariableNames = true);
+ virtual ~CppExporter() FL_IOVERRIDE;
+ FL_DEFAULT_COPY_AND_MOVE(CppExporter)
+
+ virtual std::string name() const FL_IOVERRIDE;
+ virtual std::string toString(const Engine* engine) const FL_IOVERRIDE;
+
+ /**
+ Sets whether the fl namespace of the library is prepended to types
+ (e.g., fl::Engine)
+
+ @param usingNamespace whether the fl namespace of the library is
+ prepended to types (e.g., fl::Engine)
+ */
+ virtual void setUsingNamespace(bool usingNamespace);
+ /**
+ Gets whether the fl namespace of the library is prepended to types
+ (e.g., fl::Engine)
+ @return whether the fl namespace of the library is prepended to types
+ */
+ virtual bool isUsingNamespace() const;
+
+ /**
+ Returns the given text prepended with the `fl` namespace if
+ CppExporter::isUsingNamespace is `true`, or the text otherwise
+
+ @param clazz is the text to be prepended the `fl::`.
+ @return the given text prepended with the `fl` namespace if
+ CppExporter::isUsingNamespace is `true`, or the text otherwise
+ */
+ virtual std::string fl(const std::string& clazz) const;
+ /**
+ Sets whether variables are exported using their names
+ (e.g., `power->setValue(fl::nan)`) instead of numbered identifiers
+ (e.g., `inputVariable1->setValue(fl::nan)`)
+ @param usingVariableNames indicates whether variables are exported using
+ their names
+ */
+ virtual void setUsingVariableNames(bool usingVariableNames);
+ /**
+ Gets whether variables are exported using their names
+ (e.g., `power->setValue(fl::nan)`) instead of numbered identifiers
+ (e.g., `inputVariable1->setValue(fl::nan)`)
+ @return whether variables are exported using their names
+ */
+ virtual bool isUsingVariableNames() const;
+
+ /**
+ Returns a string representation of InputVariable in the `C++` programming language
+ @param inputVariable is the input variable
+ @param engine is the engine in which the input variable is registered
+ @return a string representation of the input variable in the `C++` programming language
+ */
+ virtual std::string toString(const InputVariable* inputVariable, const Engine* engine) const;
+ /**
+ Returns a string representation of the OutputVariable in the `C++` programming language
+ @param outputVariable is the output variable
+ @param engine is the engine in which the output variable is registered
+ @return a string representation of the output variable in the `C++` programming language
+ */
+ virtual std::string toString(const OutputVariable* outputVariable, const Engine* engine) const;
+ /**
+ Returns a string representation of the RuleBlock in the `C++` programming language
+ @param ruleBlock is the rule block
+ @param engine is the engine in which the rule block is registered
+ @return a string representation of the rule block in the `C++` programming language
+ */
+ virtual std::string toString(const RuleBlock* ruleBlock, const Engine* engine) const;
+
+ /**
+ Returns a string representation of the Activation method in the `C++` programming language
+ @param activation is the activation method
+ @return a string representation of the activation method in the `C++` programming language
+ */
+ virtual std::string toString(const Activation* activation) const;
+
+ /**
+ Returns a string representation of the scalar value in the `C++` programming language
+ @param value is the scalar value
+ @return a string representation of the scalar value in the `C++` programming language
+ */
+ virtual std::string toString(scalar value) const;
+
+ /**
+ Returns a string representation of the Hedge in the `C++` programming language
+ @param hedge is the hedge
+ @return a string representation of the hedge in the `C++` programming language
+ */
+ virtual std::string toString(const Hedge* hedge) const;
+ /**
+ Returns a string representation of the Term in the `C++` programming language
+ @param term is the term
+ @return a string representation of the term in the `C++` programming language
+ */
+ virtual std::string toString(const Term* term) const;
+ /**
+ Returns a string representation of the Norm in the `C++` programming language
+ @param norm is the norm
+ @return a string representation of the norm in the `C++` programming language
+ */
+ virtual std::string toString(const Norm* norm) const;
+ /**
+ Returns a string representation of the Defuzzifier in the `C++` programming language
+ @param defuzzifier is the defuzzifier
+ @return a string representation of the defuzzifier in the `C++` programming language
+ */
+ virtual std::string toString(const Defuzzifier* defuzzifier) const;
+
+ virtual CppExporter* clone() const FL_IOVERRIDE;
+
+ };
+}
+#endif /* FL_CPPEXPORTER_H */
+
diff --git a/fuzzylite/fl/imex/Exporter.h b/fuzzylite/fl/imex/Exporter.h
new file mode 100644
index 0000000..b883edf
--- /dev/null
+++ b/fuzzylite/fl/imex/Exporter.h
@@ -0,0 +1,74 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#ifndef FL_EXPORTER_H
+#define FL_EXPORTER_H
+
+#include "fl/fuzzylite.h"
+
+#include <string>
+
+namespace fl {
+ class Engine;
+
+ /**
+ The Exporter class is the abstract class for exporters to translate an
+ Engine into different formats.
+
+ @todo declare methods for exporting other components (e.g., Variable)
+
+ @author Juan Rada-Vilela, Ph.D.
+ @see Importer
+ @since 4.0
+ */
+ class FL_API Exporter {
+ public:
+
+ Exporter();
+ virtual ~Exporter();
+ FL_DEFAULT_COPY_AND_MOVE(Exporter)
+
+ /**
+ Returns a string representation of the engine
+ @param engine is the engine to export
+ @return a string representation of the engine
+ */
+ virtual std::string toString(const Engine* engine) const = 0;
+ /**
+ Stores the string representation of the engine into the specified file
+ @param path is the full path of the file to export the engine to
+ @param engine is the engine to export
+ @throws fl::Exception if the file cannot be created
+ */
+ virtual void toFile(const std::string& path, const Engine* engine) const;
+
+ /**
+ Returns the name of the exporter
+ @return the name of the exporter
+ */
+ virtual std::string name() const = 0;
+
+ /**
+ Creates a clone of the exporter
+ @return a clone of the exporter
+ */
+ virtual Exporter* clone() const = 0;
+ };
+
+}
+
+#endif /* FL_EXPORTER_H */
+
diff --git a/fuzzylite/fl/imex/FclExporter.h b/fuzzylite/fl/imex/FclExporter.h
new file mode 100644
index 0000000..efec3c4
--- /dev/null
+++ b/fuzzylite/fl/imex/FclExporter.h
@@ -0,0 +1,105 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#ifndef FL_FCLEXPORTER_H
+#define FL_FCLEXPORTER_H
+
+#include "fl/imex/Exporter.h"
+
+namespace fl {
+ class InputVariable;
+ class OutputVariable;
+ class RuleBlock;
+ class Norm;
+ class TNorm;
+ class SNorm;
+ class Defuzzifier;
+ class Term;
+
+ /**
+ The FclExporter class is an Exporter that translates an Engine and its
+ components to the Fuzzy Control Language specification.
+
+ @author Juan Rada-Vilela, Ph.D.
+ @see FclImporter
+ @see Exporter
+ @since 4.0
+ */
+ class FL_API FclExporter : public Exporter {
+ private:
+ std::string _indent;
+
+ public:
+ explicit FclExporter(const std::string& indent = " ");
+ virtual ~FclExporter() FL_IOVERRIDE;
+ FL_DEFAULT_COPY_AND_MOVE(FclExporter)
+
+ /**
+ Sets the indentation string within blocks
+ @param indent is the indentation string within blocks
+ */
+ virtual void setIndent(const std::string& indent);
+ /**
+ Gets the indentation string within blocks
+ @return the indentation string within blocks
+ */
+ virtual std::string getIndent() const;
+
+ virtual std::string name() const FL_IOVERRIDE;
+ virtual std::string toString(const Engine* engine) const FL_IOVERRIDE;
+
+ /**
+ Returns a string representation of the InputVariable according to the Fuzzy Control Language specification
+ @param variable is the input variable
+ @return a string representation of the input variable according to the Fuzzy Control Language specification
+ */
+ virtual std::string toString(const InputVariable* variable) const;
+ /**
+ Returns a string representation of the OutputVariable according to the Fuzzy Control Language specification
+ @param variable is the output variable
+ @return a string representation of the output variable according to the Fuzzy Control Language specification
+ */
+ virtual std::string toString(const OutputVariable* variable) const;
+ /**
+ Returns a string representation of the RuleBlock according to the Fuzzy Control Language specification
+ @param ruleBlock is the rule block
+ @return a string representation of the rule block according to the Fuzzy Control Language specification
+ */
+ virtual std::string toString(const RuleBlock* ruleBlock) const;
+ /**
+ Returns a string representation of the Norm according to the Fuzzy Control Language specification
+ @param norm is the norm
+ @return a string representation of the norm according to the Fuzzy Control Language specification
+ */
+ virtual std::string toString(const Norm* norm) const;
+ /**
+ Returns a string representation of the Defuzzifier according to the Fuzzy Control Language specification
+ @param defuzzifier is the defuzzifier
+ @return a string representation of the defuzzifier according to the Fuzzy Control Language specification
+ */
+ virtual std::string toString(const Defuzzifier* defuzzifier) const;
+ /**
+ Returns a string representation of the Term according to the Fuzzy Control Language specification
+ @param term is the term
+ @return a string representation of the term according to the Fuzzy Control Language specification
+ */
+ virtual std::string toString(const Term* term) const;
+
+ virtual FclExporter* clone() const FL_IOVERRIDE;
+ };
+}
+
+#endif /* FL_FCLEXPORTER_H */
diff --git a/fuzzylite/fl/imex/FclImporter.h b/fuzzylite/fl/imex/FclImporter.h
new file mode 100644
index 0000000..2e75432
--- /dev/null
+++ b/fuzzylite/fl/imex/FclImporter.h
@@ -0,0 +1,74 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#ifndef FL_FCLIMPORTER_H
+#define FL_FCLIMPORTER_H
+
+#include "fl/imex/Importer.h"
+
+#include <string>
+#include <utility>
+#include <vector>
+
+
+namespace fl {
+ class Norm;
+ class TNorm;
+ class SNorm;
+ class Term;
+ class Defuzzifier;
+
+ /**
+ The FclImporter class is an Importer that configures an Engine and its
+ components utilizing the Fuzzy Control Language specification.
+
+ @author Juan Rada-Vilela, Ph.D.
+ @see FclExporter
+ @see Importer
+ @since 4.0
+ */
+ class FL_API FclImporter : public Importer {
+ public:
+ FclImporter();
+ virtual ~FclImporter() FL_IOVERRIDE;
+ FL_DEFAULT_COPY_AND_MOVE(FclImporter)
+
+ virtual std::string name() const FL_IOVERRIDE;
+
+ virtual Engine* fromString(const std::string& fcl) const FL_IOVERRIDE;
+
+ virtual FclImporter* clone() const FL_IOVERRIDE;
+
+ protected:
+ virtual void processBlock(const std::string& tag, const std::string& block, Engine* engine) const;
+ virtual void processVar(const std::string& var, const std::string& block, Engine* engine)const;
+ virtual void processFuzzify(const std::string& block, Engine* engine)const;
+ virtual void processDefuzzify(const std::string& block, Engine* engine)const;
+ virtual void processRuleBlock(const std::string& block, Engine* engine)const;
+
+ virtual TNorm* parseTNorm(const std::string& line) const;
+ virtual SNorm* parseSNorm(const std::string& line) const;
+ virtual Term* parseTerm(const std::string& line, const Engine* engine) const;
+
+ virtual Defuzzifier* parseDefuzzifier(const std::string& line) const;
+ virtual std::pair<scalar, bool> parseDefaultValue(const std::string& line) const;
+ virtual std::pair<scalar, scalar> parseRange(const std::string& line) const;
+ virtual std::pair<bool, bool> parseLocks(const std::string& line) const;
+ virtual bool parseEnabled(const std::string& line) const;
+
+ };
+}
+#endif /* FL_FCLIMPORTER_H */
diff --git a/fuzzylite/fl/imex/FisExporter.h b/fuzzylite/fl/imex/FisExporter.h
new file mode 100644
index 0000000..a7f5d8c
--- /dev/null
+++ b/fuzzylite/fl/imex/FisExporter.h
@@ -0,0 +1,121 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#ifndef FL_FISEXPORTER_H
+#define FL_FISEXPORTER_H
+
+#include "fl/imex/Exporter.h"
+
+#include <vector>
+
+namespace fl {
+ class Norm;
+ class TNorm;
+ class SNorm;
+ class Defuzzifier;
+ class Term;
+ class Rule;
+ class Proposition;
+ class Variable;
+
+ /**
+ The FisExporter class is an Exporter that translates an Engine and its
+ components into the Fuzzy Inference System format for Matlab or Octave.
+
+ @author Juan Rada-Vilela, Ph.D.
+ @see FisImporter
+ @see Exporter
+ @since 4.0
+ */
+ class FL_API FisExporter : public Exporter {
+ protected:
+
+ virtual std::string translate(const std::vector<Proposition*>& propositions,
+ const std::vector<Variable*> variables) const;
+
+ public:
+ FisExporter();
+ virtual ~FisExporter() FL_IOVERRIDE;
+ FL_DEFAULT_COPY_AND_MOVE(FisExporter)
+
+ virtual std::string name() const FL_IOVERRIDE;
+ virtual std::string toString(const Engine* engine) const FL_IOVERRIDE;
+
+ /**
+ Returns a string representation of the TNorm in the Fuzzy Inference System format
+ @param tnorm is the TNorm
+ @return a string representation of the TNorm in the Fuzzy Inference System format
+ */
+ virtual std::string toString(const TNorm* tnorm) const;
+
+ /**
+ Returns a string representation of the SNorm in the Fuzzy Inference System format
+ @param snorm is the SNorm
+ @return a string representation of the SNorm in the Fuzzy Inference System format
+ */
+ virtual std::string toString(const SNorm* snorm) const;
+
+ /**
+ Returns a string representation of the Defuzzifier in the Fuzzy Inference System format
+ @param defuzzifier is the defuzzifier
+ @return a string representation of the Defuzzifier in the Fuzzy Inference System format
+ */
+ virtual std::string toString(const Defuzzifier* defuzzifier) const;
+ /**
+ Returns a string representation of the Term in the Fuzzy Inference System format
+ @param term is the term
+ @return a string representation of the term in the Fuzzy Inference System format
+ */
+ virtual std::string toString(const Term* term) const;
+
+ /**
+ Returns a string representation of the `[System]` configuration
+ @param engine is the engine
+ @return a string representation of the `[System]` configuration
+ */
+ virtual std::string exportSystem(const Engine* engine) const;
+ /**
+ Returns a string representation of the `[Input]` configuration
+ @param engine is the engine
+ @return a string representation of the `[Input]` configuration
+ */
+ virtual std::string exportInputs(const Engine* engine) const;
+ /**
+ Returns a string representation of the `[Output]` configuration
+ @param engine is the engine
+ @return a string representation of the `[Output]` configuration
+ */
+ virtual std::string exportOutputs(const Engine* engine) const;
+ /**
+ Returns a string representation of the `[Rules]` configuration
+ @param engine is the engine
+ @return a string representation of the `[Rules]` configuration
+ */
+ virtual std::string exportRules(const Engine* engine) const;
+ /**
+ Returns a string representation for the Rule in the Fuzzy Inference System format
+ @param rule is the rule
+ @param engine is the engine in which the rule is registered
+ @return a string representation for the rule in the Fuzzy Inference System format
+ */
+ virtual std::string exportRule(const Rule* rule, const Engine* engine) const;
+
+ virtual FisExporter* clone() const FL_IOVERRIDE;
+ };
+}
+
+#endif /* FL_FISEXPORTER_H */
+
diff --git a/fuzzylite/fl/imex/FisImporter.h b/fuzzylite/fl/imex/FisImporter.h
new file mode 100644
index 0000000..2c9ce36
--- /dev/null
+++ b/fuzzylite/fl/imex/FisImporter.h
@@ -0,0 +1,80 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#ifndef FL_FISIMPORTER_H
+#define FL_FISIMPORTER_H
+
+#include "fl/imex/Importer.h"
+
+#include <utility>
+#include <vector>
+
+
+namespace fl {
+ class Norm;
+ class TNorm;
+ class SNorm;
+ class Term;
+ class Defuzzifier;
+ class Variable;
+
+ /**
+ The FisImporter class is an Importer that configures an Engine and its
+ components from utilizing the Fuzzy Inference System format for Matlab or
+ Octave.
+
+ @author Juan Rada-Vilela, Ph.D.
+ @see FisExporter
+ @see Importer
+ @since 4.0
+ */
+ class FL_API FisImporter : public Importer {
+ public:
+ FisImporter();
+ virtual ~FisImporter() FL_IOVERRIDE;
+ FL_DEFAULT_COPY_AND_MOVE(FisImporter)
+
+ virtual std::string name() const FL_IOVERRIDE;
+
+ virtual Engine* fromString(const std::string& fcl) const FL_IOVERRIDE;
+
+ virtual FisImporter* clone() const FL_IOVERRIDE;
+
+ protected:
+ virtual void importSystem(const std::string& section, Engine* engine,
+ std::string& andMethod, std::string& orMethod,
+ std::string& impMethod, std::string& aggMethod,
+ std::string& defuzzMethod) const;
+ virtual void importInput(const std::string& section, Engine* engine) const;
+ virtual void importOutput(const std::string& section, Engine* engine) const;
+ virtual void importRules(const std::string& section, Engine* engine) const;
+ virtual std::string translateProposition(scalar code, Variable* variable) const;
+
+ virtual std::string translateTNorm(const std::string& tnorm) const;
+ virtual std::string translateSNorm(const std::string& tnorm) const;
+ virtual std::string translateDefuzzifier(const std::string& defuzzifier) const;
+
+ virtual Term* parseTerm(const std::string& line, const Engine* engine) const;
+ virtual Term* createInstance(const std::string& termClass, const std::string& name,
+ const std::vector<std::string>& params, const Engine* engine) const;
+
+ virtual std::pair<scalar, scalar> parseRange(const std::string& range) const;
+
+ };
+}
+
+#endif /* FL_FISIMPORTER_H */
+
diff --git a/fuzzylite/fl/imex/FldExporter.h b/fuzzylite/fl/imex/FldExporter.h
new file mode 100644
index 0000000..98a14c9
--- /dev/null
+++ b/fuzzylite/fl/imex/FldExporter.h
@@ -0,0 +1,248 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#ifndef FL_FLDEXPORTER_H
+#define FL_FLDEXPORTER_H
+
+#include "fl/imex/Exporter.h"
+
+#include <vector>
+
+namespace fl {
+ class Engine;
+ class InputVariable;
+ class OutputVariable;
+
+ /**
+ The FldExporter class is an Exporter that evaluates an Engine and exports
+ its input values and output values to the FuzzyLite Dataset (FLD) format,
+ see [http://www.fuzzylite.com/fll-fld](http://www.fuzzylite.com/fll-fld)
+ for more information.
+
+ @author Juan Rada-Vilela, Ph.D.
+ @see FllExporter
+ @see Exporter
+ @since 4.0
+ */
+ class FL_API FldExporter : public Exporter {
+ private:
+ std::string _separator;
+ bool _exportHeaders;
+ bool _exportInputValues;
+ bool _exportOutputValues;
+ public:
+
+ /**
+ The ScopeOfValues refers to the scope of the equally-distributed values
+ to generate.
+ */
+ enum ScopeOfValues {
+ /**Generates @f$n@f$ values for each variable*/
+ EachVariable,
+ /**Generates @f$n@f$ values for all variables*/
+ AllVariables
+ };
+ explicit FldExporter(const std::string& separator = " ");
+ virtual ~FldExporter() FL_IOVERRIDE;
+ FL_DEFAULT_COPY_AND_MOVE(FldExporter)
+
+ virtual std::string name() const FL_IOVERRIDE;
+
+ /**
+ Sets the separator of the dataset columns
+ @param separator is the separator of the dataset columns
+ */
+ virtual void setSeparator(const std::string& separator);
+ /**
+ Gets the separator of the dataset columns
+ @return the separator of the dataset columns
+ */
+ virtual std::string getSeparator() const;
+
+ /**
+ Sets whether the header of the dataset is to be exported
+ @param exportHeaders indicates whether the header of the dataset is
+ to be exported
+ */
+ virtual void setExportHeader(bool exportHeaders);
+ /**
+ Gets whether the header of the dataset is to be exported
+ @return whether the header of the dataset is to be exported
+ */
+ virtual bool exportsHeader() const;
+
+ /**
+ Sets whether the values of the input variables are to be exported
+ @param exportInputValues indicates whether the values of the input
+ variables are to be exported
+ */
+ virtual void setExportInputValues(bool exportInputValues);
+ /**
+ Gets whether the values of the input variables are to be exported
+ @return whether the values of the input variables are to be exported
+ */
+ virtual bool exportsInputValues() const;
+
+ /**
+ Sets whether the values of the output variables are to be exported
+ @param exportOutputValues indicates whether the values of the output
+ variables are to be exported
+ */
+ virtual void setExportOutputValues(bool exportOutputValues);
+ /**
+ Gets whether the values of the output variables are to be exported
+ @return whether the values of the output variables are to be exported
+ */
+ virtual bool exportsOutputValues() const;
+
+ /**
+ Gets the header of the dataset for the given engine
+ @param engine is the engine to be exported
+ @return the header of the dataset for the given engine
+ */
+ virtual std::string header(const Engine* engine) const;
+
+ /**
+ Returns a FuzzyLite Dataset from the engine. Please consider that the
+ engine will be `const_cast`ed to achieve so; that is, despite being
+ marked as `const`, the engine will be modified in order to compute
+ the output values based on the input values.
+ @param engine is the engine to export
+ @return a FuzzyLite Dataset from the engine
+ */
+ virtual std::string toString(const Engine* engine) const FL_IOVERRIDE;
+ /**
+ Returns a FuzzyLite Dataset from the engine.
+ @param engine is the engine to export
+ @param values is the number of values to export
+ @param scope indicates the scope of the values
+ @return a FuzzyLite Dataset from the engine
+ */
+ virtual std::string toString(Engine* engine, int values, ScopeOfValues scope = AllVariables) const;
+
+ /**
+ Returns a FuzzyLite Dataset from the engine.
+ @param engine is the engine to export
+ @param values is the number of values to export
+ @param scope indicates the scope of the values
+ @param activeVariables contains the input variables to generate values for.
+ The input variables must be in the same order as in the engine. A value of
+ fl::null indicates the variable is not active.
+ @return a FuzzyLite Dataset from the engine
+ */
+ virtual std::string toString(Engine* engine, int values, ScopeOfValues scope,
+ const std::vector<InputVariable*>& activeVariables) const;
+ /**
+ Returns a FuzzyLite Dataset from the engine.
+ @param engine is the engine to export
+ @param reader is the reader of a set of lines containing space-separated
+ input values
+ @return a FuzzyLite Dataset from the engine
+ */
+ virtual std::string toString(Engine* engine, std::istream& reader) const;
+
+
+ using Exporter::toFile;
+ /**
+ Saves the engine as a FuzzyLite Dataset into the specified file
+ @param path is the full path of the file
+ @param engine is the engine to export
+ @param values is the number of values to export
+ @param scope indicates the scope of the values
+ */
+ virtual void toFile(const std::string& path, Engine* engine,
+ int values, ScopeOfValues scope = AllVariables) const;
+ /**
+ Saves the engine as a FuzzyLite Dataset into the specified file
+ @param path is the full path of the file
+ @param engine is the engine to export
+ @param values is the number of values to export
+ @param scope indicates the scope of the values
+ @param activeVariables contains the input variables to generate values for.
+ The input variables must be in the same order as in the engine. A value of
+ fl::null indicates the variable is not active.
+ */
+ virtual void toFile(const std::string& path, Engine* engine,
+ int values, ScopeOfValues scope,
+ const std::vector<InputVariable*>& activeVariables) const;
+ /**
+ Saves the engine as a FuzzyLite Dataset into the specified file
+ @param path is the full path of the file
+ @param engine is the engine to export
+ @param reader is the reader of a set of lines containing space-separated input values
+ */
+ virtual void toFile(const std::string& path, Engine* engine, std::istream& reader) const;
+
+ /**
+ Parses the string into a vector of values unless the string starts with `#`
+ @param values is a space-separated set of values
+ @return a vector of values
+ */
+ virtual std::vector<scalar> parse(const std::string& values) const;
+
+ /**
+ Writes the engine into the given writer
+ @param engine is the engine to export
+ @param writer is the output where the engine will be written to
+ @param values is the number of values to export
+ @param scope indicates the scope of the values
+ */
+ virtual void write(Engine* engine, std::ostream& writer, int values,
+ ScopeOfValues scope = AllVariables) const;
+ /**
+ Writes the engine into the given writer
+ @param engine is the engine to export
+ @param writer is the output where the engine will be written to
+ @param values is the number of values to export
+ @param scope indicates the scope of the values
+ @param activeVariables contains the input variables to generate values for.
+ The input variables must be in the same order as in the engine. A value of
+ fl::null indicates the variable is not active.
+ */
+ virtual void write(Engine* engine, std::ostream& writer, int values, ScopeOfValues scope,
+ const std::vector<InputVariable*>& activeVariables) const;
+ /**
+ Writes the engine into the given writer
+ @param engine is the engine to export
+ @param writer is the output where the engine will be written to
+ @param reader is the reader of a set of lines containing space-separated input values
+ */
+ virtual void write(Engine* engine, std::ostream& writer, std::istream& reader) const;
+ /**
+ Writes the engine into the given writer
+ @param engine is the engine to export
+ @param writer is the output where the engine will be written to
+ @param inputValues is the vector of input values
+ */
+ virtual void write(Engine* engine, std::ostream& writer, const std::vector<scalar>& inputValues) const;
+ /**
+ Writes the engine into the given writer
+ @param engine is the engine to export
+ @param writer is the output where the engine will be written to
+ @param inputValues is the vector of input values
+ @param activeVariables contains the input variables to generate values for.
+ The input variables must be in the same order as in the engine. A value of
+ fl::null indicates the variable is not active.
+ */
+ virtual void write(Engine* engine, std::ostream& writer, const std::vector<scalar>& inputValues,
+ const std::vector<InputVariable*>& activeVariables) const;
+
+ virtual FldExporter* clone() const FL_IOVERRIDE;
+ };
+}
+
+#endif /* FL_FLDEXPORTER_H */
+
diff --git a/fuzzylite/fl/imex/FllExporter.h b/fuzzylite/fl/imex/FllExporter.h
new file mode 100644
index 0000000..5a222e4
--- /dev/null
+++ b/fuzzylite/fl/imex/FllExporter.h
@@ -0,0 +1,168 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#ifndef FL_FLLEXPORTER_H
+#define FL_FLLEXPORTER_H
+
+#include "fl/imex/Exporter.h"
+
+#include <vector>
+
+namespace fl {
+ class Variable;
+ class InputVariable;
+ class OutputVariable;
+ class RuleBlock;
+ class Rule;
+ class Norm;
+ class Activation;
+ class Defuzzifier;
+ class Term;
+
+ /**
+ The FllExporter class is an Exporter that translates an Engine and its
+ components to the FuzzyLite Language (FLL), see
+ [http://www.fuzzylite.com/fll-fld](http://www.fuzzylite.com/fll-fld) for
+ more information.
+
+ @author Juan Rada-Vilela, Ph.D.
+ @see FllImporter
+ @see Exporter
+ @since 4.0
+ */
+ class FL_API FllExporter : public Exporter {
+ private:
+ std::string _indent;
+ std::string _separator;
+ public:
+ explicit FllExporter(const std::string& indent = " ", const std::string& separator = "\n");
+ virtual ~FllExporter() FL_IOVERRIDE;
+ FL_DEFAULT_COPY_AND_MOVE(FllExporter)
+
+ virtual std::string name() const FL_IOVERRIDE;
+
+ /**
+ Sets the indent string of the FuzzyLite Language
+ @param indent is the indent string of the FuzzyLite Language
+ */
+ virtual void setIndent(const std::string& indent);
+ /**
+ Gets the indent string of the FuzzyLite Language
+ @return the indent string of the FuzzyLite Language
+ */
+ virtual std::string getIndent() const;
+
+ /**
+ Gets the separator of the FuzzyLite Language
+ @param separator of the FuzzyLite Language
+ */
+ virtual void setSeparator(const std::string& separator);
+ /**
+ Gets the separator of the FuzzyLite Language
+ @return the separator of the FuzzyLite Language
+ */
+ virtual std::string getSeparator() const;
+
+ virtual std::string toString(const Engine* engine) const FL_IOVERRIDE;
+
+ /**
+ Returns a string representation of the vector of variables in the FuzzyLite Language
+ @param variables is the vector of variables
+ @return a string representation of the vector of variables in the FuzzyLite Language
+ */
+ virtual std::string toString(const std::vector<Variable*>& variables) const;
+ /**
+ Returns a string representation of the vector of input variables in the FuzzyLite Language
+ @param inputVariables is the vector of input variables
+ @return a string representation of the vector of input variables in the FuzzyLite Language
+ */
+ virtual std::string toString(const std::vector<InputVariable*>& inputVariables) const;
+ /**
+ Returns a string representation of the vector of output variables in the FuzzyLite Language
+ @param outputVariables is a vector of output variables
+ @return a string representation of the vector of output variables in the FuzzyLite Language
+ */
+ virtual std::string toString(const std::vector<OutputVariable*>& outputVariables) const;
+ /**
+ Returns a string representation of the vector of rule blocks in the FuzzyLite Language
+ @param ruleBlocks is the vector of rule blocks
+ @return a string representation of the vector of rule blocks in the FuzzyLite Language
+ */
+ virtual std::string toString(const std::vector<RuleBlock*>& ruleBlocks) const;
+
+ /**
+ Returns a string representation of the Variable in the FuzzyLite Language
+ @param variable is the variable
+ @return a string representation of the variable in the FuzzyLite Language
+ */
+ virtual std::string toString(const Variable* variable) const;
+ /**
+ Returns a string representation of the InputVariable in the FuzzyLite Language
+ @param inputVariable is the input variable to export
+ @return a string representation of the input variable in the FuzzyLite Language
+ */
+ virtual std::string toString(const InputVariable* inputVariable) const;
+ /**
+ Returns a string representation of the OutputVariable in the FuzzyLite Language
+ @param outputVariable is the output variable
+ @return a string representation of the output variable in the FuzzyLite Language
+ */
+ virtual std::string toString(const OutputVariable* outputVariable) const;
+
+ /**
+ Returns a string representation of the RuleBlock in the FuzzyLite Language
+ @param ruleBlock is the rule block
+ @return a string representation of the rule block in the FuzzyLite Language
+ */
+ virtual std::string toString(const RuleBlock* ruleBlock) const;
+ /**
+ Returns a string representation of the Rule in the FuzzyLite Language
+ @param rule is the rule
+ @return a string representation of the rule in the FuzzyLite Language
+ */
+ virtual std::string toString(const Rule* rule) const;
+
+ /**
+ Returns a string representation of the Norm in the FuzzyLite Language
+ @param norm is the norm
+ @return a string representation of the norm in the FuzzyLite Language
+ */
+ virtual std::string toString(const Norm* norm) const;
+ /**
+ Returns a string representation of the Activation method in the FuzzyLite Language
+ @param activation is the activation method
+ @return a string representation of the activation method in the FuzzyLite Language
+ */
+ virtual std::string toString(const Activation* activation) const;
+ /**
+ Returns a string representation of the Defuzzifier in the FuzzyLite Language
+ @param defuzzifier is the defuzzifier
+ @return a string representation of the defuzzifier in the FuzzyLite Language
+ */
+ virtual std::string toString(const Defuzzifier* defuzzifier) const;
+ /**
+ Returns a string representation of the Term in the FuzzyLite Language
+ @param term is the term
+ @return a string representation of the term in the FuzzyLite Language
+ */
+ virtual std::string toString(const Term* term) const;
+
+ virtual FllExporter* clone() const FL_IOVERRIDE;
+ };
+}
+
+#endif /* FL_FLLEXPORTER_H */
+
diff --git a/fuzzylite/fl/imex/FllImporter.h b/fuzzylite/fl/imex/FllImporter.h
new file mode 100644
index 0000000..055bb88
--- /dev/null
+++ b/fuzzylite/fl/imex/FllImporter.h
@@ -0,0 +1,91 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#ifndef FL_FLLIMPORTER_H
+#define FL_FLLIMPORTER_H
+
+#include "fl/imex/Importer.h"
+
+#include <utility>
+
+namespace fl {
+ class TNorm;
+ class SNorm;
+ class Activation;
+ class Term;
+ class Defuzzifier;
+
+ /**
+ The FllImporter class is an Importer that configures an Engine and its
+ components utilizing the FuzzyLite Language (FLL), see
+ [http://www.fuzzylite.com/fll-fld](http://www.fuzzylite.com/fll-fld) for
+ more information.
+
+ @author Juan Rada-Vilela, Ph.D.
+ @see FllExporter
+ @see Importer
+ @since 4.0
+ @todo parse methods returning respective instances from blocks of text
+ */
+ class FL_API FllImporter : public Importer {
+ private:
+ std::string _separator;
+ public:
+ explicit FllImporter(const std::string& separator = "\n");
+ virtual ~FllImporter() FL_IOVERRIDE;
+ FL_DEFAULT_COPY_AND_MOVE(FllImporter)
+
+ /**
+ Sets the separator of the language (default separator is a new line '\n')
+ @param separator is the separator of the language
+ */
+ virtual void setSeparator(const std::string& separator);
+ /**
+ Gets the separator of the language (default separator is a new line '\n')
+ @return the separator of the language
+ */
+ virtual std::string getSeparator() const;
+
+ virtual std::string name() const FL_IOVERRIDE;
+ virtual Engine* fromString(const std::string& fll) const FL_IOVERRIDE;
+
+ virtual FllImporter* clone() const FL_IOVERRIDE;
+
+ protected:
+
+ virtual void process(const std::string& tag, const std::string& block, Engine* engine) const;
+ virtual void processInputVariable(const std::string& block, Engine* engine) const;
+ virtual void processOutputVariable(const std::string& block, Engine* engine) const;
+ virtual void processRuleBlock(const std::string& block, Engine* engine) const;
+
+ virtual TNorm* parseTNorm(const std::string& name) const;
+ virtual SNorm* parseSNorm(const std::string& name) const;
+ virtual Activation* parseActivation(const std::string& name) const;
+
+ virtual Term* parseTerm(const std::string& text, Engine* engine) const;
+
+ virtual Defuzzifier* parseDefuzzifier(const std::string& line) const;
+ virtual std::pair<scalar, scalar> parseRange(const std::string& line) const;
+ virtual bool parseBoolean(const std::string& boolean) const;
+
+ virtual std::pair<std::string, std::string> parseKeyValue(const std::string& text,
+ char separator = ':') const;
+
+ };
+}
+
+#endif /* FL_FLLIMPORTER_H */
+
diff --git a/fuzzylite/fl/imex/Importer.h b/fuzzylite/fl/imex/Importer.h
new file mode 100644
index 0000000..1250e66
--- /dev/null
+++ b/fuzzylite/fl/imex/Importer.h
@@ -0,0 +1,71 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#ifndef FL_IMPORTER_H
+#define FL_IMPORTER_H
+
+#include "fl/fuzzylite.h"
+
+#include <string>
+
+namespace fl {
+ class Engine;
+
+ /**
+ The Importer class is the abstract class for importers to configure an
+ Engine and its components from different text formats.
+
+ @todo declare methods to import specific components
+
+ @author Juan Rada-Vilela, Ph.D.
+ @see Exporter
+ @since 4.0
+ */
+ class FL_API Importer {
+ public:
+
+ Importer();
+ virtual ~Importer();
+ FL_DEFAULT_COPY_AND_MOVE(Importer)
+
+ /**
+ Imports the engine from the given text
+ @param text is the string representation of the engine to import from
+ @return the engine represented by the text
+ */
+ virtual Engine* fromString(const std::string& text) const = 0;
+ /**
+ Imports the engine from the given file
+ @param path is the full path of the file containing the engine to import from
+ @return the engine represented by the file
+ */
+ virtual Engine* fromFile(const std::string& path) const;
+
+ /**
+ Returns the name of the importer
+ @return the name of the importer
+ */
+ virtual std::string name() const = 0;
+ /**
+ Creates a clone of the importer
+ @return a clone of the importer
+ */
+ virtual Importer* clone() const = 0;
+ };
+}
+
+#endif /* IMPORTER_H */
+
diff --git a/fuzzylite/fl/imex/JavaExporter.h b/fuzzylite/fl/imex/JavaExporter.h
new file mode 100644
index 0000000..a1817f6
--- /dev/null
+++ b/fuzzylite/fl/imex/JavaExporter.h
@@ -0,0 +1,152 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#ifndef FL_JAVAEXPORTER_H
+#define FL_JAVAEXPORTER_H
+
+#include "fl/imex/Exporter.h"
+
+namespace fl {
+
+ class Engine;
+ class InputVariable;
+ class OutputVariable;
+ class RuleBlock;
+ class Term;
+ class Defuzzifier;
+ class Norm;
+ class SNorm;
+ class TNorm;
+ class Activation;
+
+ /**
+ The JavaExporter class is an Exporter that translates an Engine and its
+ components to the `Java` programming language using the `jfuzzylite`
+ library.
+
+ @author Juan Rada-Vilela, Ph.D.
+ @see CppExporter
+ @see Exporter
+ @since 4.0
+ */
+ class FL_API JavaExporter : public Exporter {
+ private:
+ bool _usingVariableNames;
+ public:
+ explicit JavaExporter(bool usingVariableNames = true);
+ virtual ~JavaExporter() FL_IOVERRIDE;
+ FL_DEFAULT_COPY_AND_MOVE(JavaExporter)
+
+ virtual std::string name() const FL_IOVERRIDE;
+
+ /**
+ Sets whether variables are exported using their names
+ (e.g., `power.setValue(Double.NaN)`) instead of numbered identifiers
+ (e.g., `inputVariable1.setValue(Double.NaN)`)
+ @param usingVariableNames indicates whether variables are exported using
+ their names
+ */
+ virtual void setUsingVariableNames(bool usingVariableNames);
+
+ /**
+ Gets whether variables are exported using their names
+ (e.g., `power.setValue(Double.NaN)`) instead of numbered identifiers
+ (e.g., `inputVariable1.setValue(Double.NaN)`)
+ @return whether variables are exported using their names
+ */
+ virtual bool isUsingVariableNames() const;
+
+ virtual std::string toString(const Engine* engine) const FL_IOVERRIDE;
+ /**
+ Returns a string representation of the InputVariable in the Java
+ programming language
+ @param inputVariable is the input variable
+ @param engine is the engine in which the input variable is registered
+ @return a string representation of the input variable in the Java
+ programming language
+ */
+ virtual std::string toString(const InputVariable* inputVariable, const Engine* engine) const;
+ /**
+ Returns a string representation of the OutputVariable in the Java
+ programming language
+ @param outputVariable is the output variable
+ @param engine is the engine in which the output variable is registered
+ @return a string representation of the output variable in the Java
+ programming language
+ */
+ virtual std::string toString(const OutputVariable* outputVariable, const Engine* engine) const;
+ /**
+ Returns a string representation of the RuleBlock in the Java
+ programming language
+ @param ruleBlock is the rule block
+ @param engine is the engine in which the rule block is registered
+ @return a string representation of the rule block in the Java
+ programming language
+ */
+ virtual std::string toString(const RuleBlock* ruleBlock, const Engine* engine) const;
+
+ /**
+ Returns a string representation of the Term in the Java programming
+ language
+ @param term is the term
+ @return a string representation of the term in the Java programming
+ language
+ */
+ virtual std::string toString(const Term* term) const;
+
+ /**
+ Returns a string representation of the Activation method in the Java
+ programming language
+ @param activation is the activation method
+ @return a string representation of the activation method in the Java
+ programming language
+ */
+ virtual std::string toString(const Activation* activation) const;
+
+ /**
+ Returns a string representation of the Defuzzifier in the Java
+ programming language
+ @param defuzzifier is the defuzzifier
+ @return a string representation of the defuzzifier in the Java
+ programming language
+ */
+ virtual std::string toString(const Defuzzifier* defuzzifier) const;
+
+ /**
+ Returns a string representation of the Norm in the Java programming
+ language
+ @param norm is the norm
+ @return a string representation of the norm in the Java programming
+ language
+ */
+ virtual std::string toString(const Norm* norm) const;
+
+ /**
+ Returns a string representation of the scalar value in the Java
+ programming language
+ @param value is the scalar value
+ @return a string representation of the scalar value in the Java
+ programming language
+ */
+ virtual std::string toString(scalar value) const;
+
+ virtual JavaExporter* clone() const FL_IOVERRIDE;
+
+ };
+}
+
+#endif /* FL_JAVAEXPORTER_H */
+
diff --git a/fuzzylite/fl/imex/RScriptExporter.h b/fuzzylite/fl/imex/RScriptExporter.h
new file mode 100644
index 0000000..c53c751
--- /dev/null
+++ b/fuzzylite/fl/imex/RScriptExporter.h
@@ -0,0 +1,246 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#ifndef FL_RSCRIPTEXPORTER_H
+#define FL_RSCRIPTEXPORTER_H
+
+#include "fl/imex/Exporter.h"
+#include "fl/imex/FldExporter.h"
+
+#include <vector>
+
+namespace fl {
+ class Engine;
+ class InputVariable;
+ class OutputVariable;
+
+ /**
+ The RScriptExporter class is an Exporter that creates an R script to plot one or
+ more surfaces of an engine for two input variables and any number of output
+ variables.
+
+ @author Juan Rada-Vilela, Ph.D.
+ @see FldExporter
+ @see Exporter
+ @since 6.0
+ */
+ class FL_API RScriptExporter : public Exporter {
+ private:
+ std::string _minimumColor;
+ std::string _maximumColor;
+ std::string _contourColor;
+
+ public:
+ RScriptExporter();
+ virtual ~RScriptExporter() FL_IOVERRIDE;
+ FL_DEFAULT_COPY_AND_MOVE(RScriptExporter)
+
+ virtual std::string name() const FL_IOVERRIDE;
+
+ /**
+ Sets the color to represent the minimum values.
+ @param minimumColor is the color to represent the minimum values
+ */
+ void setMinimumColor(const std::string& minimumColor);
+ /**
+ Gets the color to represent the minimum values.
+ @return the color to represent the minimum values
+ */
+ std::string getMinimumColor() const;
+
+ /**
+ Sets the color to represent the maximum values.
+ @param maximumColor is the color to represent the maximum values
+ */
+ void setMaximumColor(const std::string& maximumColor);
+ /**
+ Gets the color to represent the maximum values.
+ @return maximumColor is the color to represent the maximum values
+ */
+ std::string getMaximumColor() const;
+
+ /**
+ Sets the color to draw the contour lines
+ @param contourColor is the color to draw the contour lines
+ */
+ void setContourColor(const std::string& contourColor);
+ /**
+ Gets the color to draw the contour lines
+ @return the color to draw the contour lines
+ */
+ std::string getContourColor() const;
+
+ /**
+ Returns an R script plotting multiple surfaces based on a data frame
+ generated with 1024 values in the scope of FldExporter::AllVariables
+ for the first two input variables.
+ @param engine is the engine to export
+ @return an R script plotting multiple surfaces for the first two input
+ variables in the engine.
+ */
+ virtual std::string toString(const Engine* engine) const FL_IOVERRIDE;
+
+ /**
+ Returns an R script plotting multiple surfaces based on a data frame
+ generated with the given number of values and scope for the two input
+ variables.
+ @param engine is the engine to export
+ @param a is the first input variable
+ @param b is the second input variable
+ @param values is the number of values to evaluate the engine
+ @param scope is the scope of the number of values to evaluate the engine
+ @param outputVariables are the output variables to create the surface for
+ @return an R script plotting multiple surfaces for the two input
+ variables on the output variables.
+ */
+ virtual std::string toString(Engine* engine, InputVariable* a, InputVariable* b,
+ int values, FldExporter::ScopeOfValues scope,
+ const std::vector<OutputVariable*>& outputVariables) const;
+
+ /**
+ Returns an R script plotting multiple surfaces based on the input stream
+ of values for the two input variables.
+ @param engine is the engine to export
+ @param a is the first input variable
+ @param b is the second input variable
+ @param reader is an input stream of data whose lines contain space-separated
+ input values
+ @param outputVariables are the output variables to create the surface for
+ @return an R script plotting multiple surfaces for the two input
+ variables on the output variables
+ */
+ virtual std::string toString(Engine* engine, InputVariable* a, InputVariable* b,
+ std::istream& reader, const std::vector<OutputVariable*>& outputVariables) const;
+
+ /**
+ Creates an R script file plotting multiple surfaces based on a data frame
+ generated with 1024 values in the scope of FldExporter::AllVariables
+ for the two input variables
+ @param filePath is the full path of the R script file
+ @param engine is the engine to export
+ */
+ virtual void toFile(const std::string& filePath, const Engine* engine) const FL_IOVERRIDE;
+
+ /**
+ Creates an R script file plotting multiple surfaces based on a data frame
+ generated with the given number of values and scope for the two input
+ variables
+ @param filePath is the full path of the R script file
+ @param engine is the engine to export
+ @param a is the first input variable
+ @param b is the second input variable
+ @param values is the number of values to evaluate the engine
+ @param scope is the scope of the number of values to evaluate the engine
+ @param outputVariables are the output variables to create the surface for
+ */
+ virtual void toFile(const std::string& filePath, Engine* engine,
+ InputVariable* a, InputVariable* b,
+ int values, FldExporter::ScopeOfValues scope,
+ const std::vector<OutputVariable*>& outputVariables) const;
+
+ /**
+ Creates an R script file plotting multiple surfaces based on the input stream
+ of values for the two input variables.
+ @param filePath is the full path of the R script file
+ @param engine is the engine to export
+ @param a is the first input variable
+ @param b is the second input variable
+ @param reader is an input stream of data whose lines contain space-separated
+ input values
+ @param outputVariables are the output variables to create the surface for
+ */
+ virtual void toFile(const std::string& filePath, Engine* engine,
+ InputVariable* a, InputVariable* b, std::istream& reader,
+ const std::vector<OutputVariable*>& outputVariables) const;
+
+
+ /**
+ Writes an R script plotting multiple surfaces based on a manually
+ imported data frame containing the data for the two input variables
+ on the output variables.
+ @param engine is the engine to export
+ @param writer is the output where the engine will be written to
+ @param a is the first input variable
+ @param b is the second input variable
+ @param dataFramePath is the path where the data frame should be located
+ (the path will not be accessed, it will only be written to script)
+ @param outputVariables are the output variables to create the surface for
+ */
+ virtual void writeScriptImportingDataFrame(const Engine* engine, std::ostream& writer,
+ InputVariable* a, InputVariable* b, const std::string& dataFramePath,
+ const std::vector<OutputVariable*>& outputVariables) const;
+
+ /**
+ Writes an R script plotting multiple surfaces based on a data frame
+ generated with the given number of values and scope for the two input
+ variables on the output variables.
+ @param engine is the engine to export
+ @param writer is the output where the engine will be written to
+ @param a is the first input variable
+ @param b is the second input variable
+ @param values is the number of values to evaluate the engine
+ @param scope is the scope of the number of values to evaluate the engine
+ @param outputVariables are the output variables to create the surface for
+ */
+ virtual void writeScriptExportingDataFrame(Engine* engine, std::ostream& writer,
+ InputVariable* a, InputVariable* b, int values, FldExporter::ScopeOfValues scope,
+ const std::vector<OutputVariable*>& outputVariables) const;
+
+ /**
+ Writes an R script plotting multiple surfaces based on a data frame
+ generated with the given number of values and scope for the two input
+ variables on the output variables.
+ @param engine is the engine to export
+ @param writer is the output where the engine will be written to
+ @param a is the first input variable
+ @param b is the second input variable
+ @param reader is an input stream of data whose lines contain space-separated
+ input values
+ @param outputVariables are the output variables to create the surface for
+ */
+ virtual void writeScriptExportingDataFrame(Engine* engine, std::ostream& writer,
+ InputVariable* a, InputVariable* b, std::istream& reader,
+ const std::vector<OutputVariable*>& outputVariables) const;
+
+ protected:
+ /**
+ Writes the header of the R script (e.g., import libraries)
+ @param writer is the output where the header will be written to
+ @param engine is the engine to export
+ */
+ virtual void writeScriptHeader(std::ostream& writer, const Engine* engine) const;
+
+ /**
+ Writes the code to generate the surface plots for the input variables
+ on the output variables.
+ @param writer is the output where the engine will be written to
+ @param a is the first input variable
+ @param b is the second input variable
+ @param outputVariables are the output variables to create the surface for
+ */
+ virtual void writeScriptPlots(std::ostream& writer,
+ InputVariable* a, InputVariable* b,
+ const std::vector<OutputVariable*>& outputVariables) const;
+
+
+ virtual RScriptExporter* clone() const FL_IOVERRIDE;
+
+ };
+
+}
+
+#endif /* FL_RSCRIPTEXPORTER_H */
+
diff --git a/fuzzylite/fl/norm/Norm.h b/fuzzylite/fl/norm/Norm.h
new file mode 100644
index 0000000..682d2ad
--- /dev/null
+++ b/fuzzylite/fl/norm/Norm.h
@@ -0,0 +1,75 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#ifndef FL_NORM_H
+#define FL_NORM_H
+
+#include "fl/fuzzylite.h"
+
+#include "fl/Complexity.h"
+
+#include <string>
+
+namespace fl {
+
+ /**
+ The Norm class is the abstract class for norms.
+
+ @author Juan Rada-Vilela, Ph.D.
+ @see TNorm
+ @see SNorm
+ @see TNormFactory
+ @see SNormFactory
+ @since 4.0
+ */
+ class FL_API Norm {
+ public:
+
+ Norm() {
+ }
+
+ virtual ~Norm() {
+ }
+
+ FL_DEFAULT_COPY_AND_MOVE(Norm)
+ /**
+ Returns the name of the class of the norm
+ @return the name of the class of the norm
+ */
+ virtual std::string className() const = 0;
+
+ /**
+ Computes the estimated complexity of computing the hedge
+ @return the complexity of computing the hedge
+ */
+ virtual Complexity complexity() const = 0;
+ /**
+ Computes the norm for @f$a@f$ and @f$b@f$
+ @param a is a membership function value
+ @param b is a membership function value
+ @return the norm between @f$a@f$ and @f$b@f$
+ */
+ virtual scalar compute(scalar a, scalar b) const = 0;
+
+ /**
+ Creates a clone of the norm
+ @return a clone of the norm
+ */
+ virtual Norm* clone() const = 0;
+
+ };
+}
+#endif /* FL_NORM_H */
diff --git a/fuzzylite/fl/norm/SNorm.h b/fuzzylite/fl/norm/SNorm.h
new file mode 100644
index 0000000..a68081c
--- /dev/null
+++ b/fuzzylite/fl/norm/SNorm.h
@@ -0,0 +1,51 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#ifndef FL_SNORM_H
+#define FL_SNORM_H
+
+#include "fl/norm/Norm.h"
+
+namespace fl {
+
+ /**
+ The SNorm class is the base class for all S-Norms, and it is utilized as
+ the disjunction fuzzy logic operator and as the aggregation (or
+ `accumulation` in versions 5.0 and earlier) fuzzy logic operator.
+
+ @author Juan Rada-Vilela, Ph.D.
+ @see RuleBlock::getDisjunction()
+ @see OutputVariable::fuzzyOutput()
+ @see Aggregated::getAggregation()
+ @see SNormFactory
+ @see Norm
+ @since 4.0
+ */
+ class FL_API SNorm : public Norm {
+ public:
+
+ SNorm() {
+ }
+
+ virtual ~SNorm() FL_IOVERRIDE {
+ }
+
+ FL_DEFAULT_COPY_AND_MOVE(SNorm)
+
+ virtual SNorm* clone() const FL_IOVERRIDE = 0;
+ };
+}
+#endif /* FL_SNORM_H */
diff --git a/fuzzylite/fl/norm/TNorm.h b/fuzzylite/fl/norm/TNorm.h
new file mode 100644
index 0000000..b1f7cb7
--- /dev/null
+++ b/fuzzylite/fl/norm/TNorm.h
@@ -0,0 +1,50 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#ifndef FL_TNORM_H
+#define FL_TNORM_H
+
+#include "fl/norm/Norm.h"
+
+namespace fl {
+
+ /**
+ The TNorm class is the base class for T-Norms, and it is utilized as the
+ conjunction fuzzy logic operator and as the implication (or `activation`
+ in versions 5.0 and earlier) fuzzy logic operator.
+
+ @author Juan Rada-Vilela, Ph.D.
+ @see RuleBlock::getConjunction()
+ @see RuleBlock::getImplication()
+ @see TNormFactory
+ @see Norm
+ @since 4.0
+ */
+ class FL_API TNorm : public Norm {
+ public:
+
+ TNorm() {
+ }
+
+ virtual ~TNorm() FL_IOVERRIDE {
+ }
+
+ FL_DEFAULT_COPY_AND_MOVE(TNorm)
+
+ virtual TNorm* clone() const FL_IOVERRIDE = 0;
+ };
+}
+#endif /* TNORM_H */
diff --git a/fuzzylite/fl/norm/s/AlgebraicSum.h b/fuzzylite/fl/norm/s/AlgebraicSum.h
new file mode 100644
index 0000000..2fbf4c1
--- /dev/null
+++ b/fuzzylite/fl/norm/s/AlgebraicSum.h
@@ -0,0 +1,53 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#ifndef FL_ALGEBRAICSUM_H
+#define FL_ALGEBRAICSUM_H
+
+#include "fl/norm/SNorm.h"
+
+namespace fl {
+
+ /**
+ The AlgebraicSum class is an SNorm that computes the algebraic sum of
+ values any two values.
+
+ @author Juan Rada-Vilela, Ph.D.
+ @see AlgebraicProduct
+ @see SNorm
+ @see SNormFactory
+ @see Norm
+ @since 4.0
+ */
+ class FL_API AlgebraicSum FL_IFINAL : public SNorm {
+ public:
+ std::string className() const FL_IOVERRIDE;
+
+ Complexity complexity() const FL_IOVERRIDE;
+
+ /**
+ Computes the algebraic sum of two membership function values
+ @param a is a membership function value
+ @param b is a membership function value
+ @return @f$a+b-(a \times b)@f$
+ */
+ scalar compute(scalar a, scalar b) const FL_IOVERRIDE;
+ AlgebraicSum* clone() const FL_IOVERRIDE;
+
+ static SNorm* constructor();
+ };
+}
+#endif /* FL_ALGEBRAICSUM_H */
diff --git a/fuzzylite/fl/norm/s/BoundedSum.h b/fuzzylite/fl/norm/s/BoundedSum.h
new file mode 100644
index 0000000..cd9438e
--- /dev/null
+++ b/fuzzylite/fl/norm/s/BoundedSum.h
@@ -0,0 +1,54 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#ifndef FL_BOUNDEDSUM_H
+#define FL_BOUNDEDSUM_H
+
+#include "fl/norm/SNorm.h"
+
+namespace fl {
+
+ /**
+ The BoundedSum class is an SNorm that computes the bounded sum of any two
+ values.
+
+ @author Juan Rada-Vilela, Ph.D.
+ @see BoundedDifference
+ @see SNorm
+ @see SNormFactory
+ @see Norm
+ @since 4.0
+ */
+ class FL_API BoundedSum FL_IFINAL : public SNorm {
+ public:
+ std::string className() const FL_IOVERRIDE;
+
+ Complexity complexity() const FL_IOVERRIDE;
+ /**
+ Computes the bounded sum of two membership function values
+ @param a is a membership function value
+ @param b is a membership function value
+ @return @f$\min(1, a+b)@f$
+ */
+ scalar compute(scalar a, scalar b) const FL_IOVERRIDE;
+ BoundedSum* clone() const FL_IOVERRIDE;
+
+ static SNorm* constructor();
+ };
+
+}
+
+#endif /* FL_BOUNDEDSUM_H */
diff --git a/fuzzylite/fl/norm/s/DrasticSum.h b/fuzzylite/fl/norm/s/DrasticSum.h
new file mode 100644
index 0000000..a1e33fe
--- /dev/null
+++ b/fuzzylite/fl/norm/s/DrasticSum.h
@@ -0,0 +1,55 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#ifndef FL_DRASTICSUM_H
+#define FL_DRASTICSUM_H
+
+#include "fl/norm/SNorm.h"
+
+namespace fl {
+
+ /**
+ The DrasticSum class is an SNorm that computes the drastic sum of any two
+ values.
+
+ @author Juan Rada-Vilela, Ph.D.
+ @see DrasticProduct
+ @see SNorm
+ @see SNormFactory
+ @see Norm
+ @since 4.0
+ */
+ class FL_API DrasticSum FL_IFINAL : public SNorm {
+ public:
+ std::string className() const FL_IOVERRIDE;
+
+ Complexity complexity() const FL_IOVERRIDE;
+ /**
+ Computes the drastic sum of two membership function values
+ @param a is a membership function value
+ @param b is a membership function value
+ @return @f$\begin{cases}
+ \max(a,b) & \mbox{if $\min(a,b)=0$} \cr
+ 1 & \mbox{otherwise}
+ \end{cases}@f$
+ */
+ scalar compute(scalar a, scalar b) const FL_IOVERRIDE;
+ DrasticSum* clone() const FL_IOVERRIDE;
+
+ static SNorm* constructor();
+ };
+}
+#endif /* FL_DRASTICSUM_H */
diff --git a/fuzzylite/fl/norm/s/EinsteinSum.h b/fuzzylite/fl/norm/s/EinsteinSum.h
new file mode 100644
index 0000000..7450330
--- /dev/null
+++ b/fuzzylite/fl/norm/s/EinsteinSum.h
@@ -0,0 +1,52 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#ifndef FL_EINSTEINSUM_H
+#define FL_EINSTEINSUM_H
+
+#include "fl/norm/SNorm.h"
+
+namespace fl {
+
+ /**
+ The EinsteinSum class is an SNorm that computes the einstein sum of any
+ two values.
+
+ @author Juan Rada-Vilela, Ph.D.
+ @see EinsteinProduct
+ @see SNorm
+ @see SNormFactory
+ @see Norm
+ @since 4.0
+ */
+ class FL_API EinsteinSum FL_IFINAL : public SNorm {
+ public:
+ std::string className() const FL_IOVERRIDE;
+
+ Complexity complexity() const FL_IOVERRIDE;
+ /**
+ Computes the Einstein sum of two membership function values
+ @param a is a membership function value
+ @param b is a membership function value
+ @return @f$a+b/(1+a \times b)@f$
+ */
+ scalar compute(scalar a, scalar b) const FL_IOVERRIDE;
+ EinsteinSum* clone() const FL_IOVERRIDE;
+
+ static SNorm* constructor();
+ };
+}
+#endif /* FL_EINSTEINSUM_H */
diff --git a/fuzzylite/fl/norm/s/HamacherSum.h b/fuzzylite/fl/norm/s/HamacherSum.h
new file mode 100644
index 0000000..0242512
--- /dev/null
+++ b/fuzzylite/fl/norm/s/HamacherSum.h
@@ -0,0 +1,52 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#ifndef FL_HAMACHERSUM_H
+#define FL_HAMACHERSUM_H
+
+#include "fl/norm/SNorm.h"
+
+namespace fl {
+
+ /**
+ The HamacherSum class is an SNorm that computes the Hamacher sum of any
+ two values.
+
+ @author Juan Rada-Vilela, Ph.D.
+ @see HamacherProduct
+ @see SNorm
+ @see SNormFactory
+ @see Norm
+ @since 4.0
+ */
+ class FL_API HamacherSum FL_IFINAL : public SNorm {
+ public:
+ std::string className() const FL_IOVERRIDE;
+
+ Complexity complexity() const FL_IOVERRIDE;
+ /**
+ Computes the Hamacher sum of two membership function values
+ @param a is a membership function value
+ @param b is a membership function value
+ @return @f$a+b-(2\times a \times b)/(1-a\times b)@f$
+ */
+ scalar compute(scalar a, scalar b) const FL_IOVERRIDE;
+ HamacherSum* clone() const FL_IOVERRIDE;
+
+ static SNorm* constructor();
+ };
+}
+#endif /* FL_HAMACHERSUM_H */
diff --git a/fuzzylite/fl/norm/s/Maximum.h b/fuzzylite/fl/norm/s/Maximum.h
new file mode 100644
index 0000000..c8ce488
--- /dev/null
+++ b/fuzzylite/fl/norm/s/Maximum.h
@@ -0,0 +1,51 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#ifndef FL_MAXIMUM_H
+#define FL_MAXIMUM_H
+
+#include "fl/norm/SNorm.h"
+
+namespace fl {
+
+ /**
+ The Maximum class is an SNorm that computes the maximum of any two values.
+
+ @author Juan Rada-Vilela, Ph.D.
+ @see Minimum
+ @see SNorm
+ @see SNormFactory
+ @see Norm
+ @since 4.0
+ */
+ class FL_API Maximum FL_IFINAL : public SNorm {
+ public:
+ std::string className() const FL_IOVERRIDE;
+
+ Complexity complexity() const FL_IOVERRIDE;
+ /**
+ Computes the maximum of two membership function values
+ @param a is a membership function value
+ @param b is a membership function value
+ @return @f$\max(a,b)@f$
+ */
+ scalar compute(scalar a, scalar b) const FL_IOVERRIDE;
+ Maximum* clone() const FL_IOVERRIDE;
+
+ static SNorm* constructor();
+ };
+}
+#endif /* FL_MAXIMUM_H */
diff --git a/fuzzylite/fl/norm/s/NilpotentMaximum.h b/fuzzylite/fl/norm/s/NilpotentMaximum.h
new file mode 100644
index 0000000..13e9793
--- /dev/null
+++ b/fuzzylite/fl/norm/s/NilpotentMaximum.h
@@ -0,0 +1,56 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#ifndef FL_NILPOTENTMAXIMUM_H
+#define FL_NILPOTENTMAXIMUM_H
+
+#include "fl/norm/SNorm.h"
+
+namespace fl {
+
+ /**
+ The NilpotentMaximum class is an SNorm that computes the nilpotent
+ maximum of any two values.
+
+ @author Juan Rada-Vilela, Ph.D.
+ @see NilpotentMinimum
+ @see SNorm
+ @see SNormFactory
+ @see Norm
+ @since 5.0
+ */
+ class FL_API NilpotentMaximum FL_IFINAL : public SNorm {
+ public:
+ std::string className() const FL_IOVERRIDE;
+
+ Complexity complexity() const FL_IOVERRIDE;
+ /**
+ Computes the nilpotent maximum of two membership function values
+ @param a is a membership function value
+ @param b is a membership function value
+ @return @f$\begin{cases}
+ \max(a,b) & \mbox{if $a+b<0$} \cr
+ 1 & \mbox{otherwise}
+ \end{cases}@f$
+ */
+ scalar compute(scalar a, scalar b) const FL_IOVERRIDE;
+ NilpotentMaximum* clone() const FL_IOVERRIDE;
+
+ static SNorm* constructor();
+ };
+}
+
+#endif /* FL_NILPOTENTMAXIMUM_H */
diff --git a/fuzzylite/fl/norm/s/NormalizedSum.h b/fuzzylite/fl/norm/s/NormalizedSum.h
new file mode 100644
index 0000000..e2e757b
--- /dev/null
+++ b/fuzzylite/fl/norm/s/NormalizedSum.h
@@ -0,0 +1,52 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#ifndef FL_NORMALIZEDSUM_H
+#define FL_NORMALIZEDSUM_H
+
+#include "fl/norm/SNorm.h"
+
+namespace fl {
+
+ /**
+ The NormalizedSum class is an SNorm that computes the normalized sum of
+ any two values.
+
+ @author Juan Rada-Vilela, Ph.D.
+ @see SNorm
+ @see SNormFactory
+ @see Norm
+ @since 4.0
+ */
+ class FL_API NormalizedSum FL_IFINAL : public SNorm {
+ public:
+ std::string className() const FL_IOVERRIDE;
+
+ Complexity complexity() const FL_IOVERRIDE;
+ /**
+ Computes the normalized sum of two membership function values
+ @param a is a membership function value
+ @param b is a membership function value
+ @return @f$(a+b)/\max(1, a + b)@f$
+ */
+ scalar compute(scalar a, scalar b) const FL_IOVERRIDE;
+ NormalizedSum* clone() const FL_IOVERRIDE;
+
+ static SNorm* constructor();
+ };
+}
+
+#endif /* FL_NORMALIZEDSUM_H */
diff --git a/fuzzylite/fl/norm/s/SNormFunction.h b/fuzzylite/fl/norm/s/SNormFunction.h
new file mode 100644
index 0000000..a78b1aa
--- /dev/null
+++ b/fuzzylite/fl/norm/s/SNormFunction.h
@@ -0,0 +1,81 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#ifndef FL_SNORMFUNCTION_H
+#define FL_SNORMFUNCTION_H
+
+#include "fl/norm/SNorm.h"
+
+#include "fl/term/Function.h"
+
+namespace fl {
+
+ /**
+ The SNormFunction class is a customizable SNorm via Function, which
+ computes any function based on the @f$a@f$ and @f$b@f$ values.
+ This SNorm is not registered with the SNormFactory.
+
+ @author Juan Rada-Vilela, Ph.D.
+ @see Function
+ @see SNorm
+ @see Norm
+ @see SNormFactory
+ @since 6.0
+ */
+
+ class FL_API SNormFunction FL_IFINAL : public SNorm {
+ private:
+ Function _function;
+ public:
+ explicit SNormFunction(const std::string& formula = "");
+
+ /**
+ Returns the reference to the Function
+ @return the reference to the Function
+ */
+ Function& function();
+
+ /**
+ Loads the function with the given formula
+ @param formula is a valid formula in infix notation
+ */
+ void setFormula(const std::string& formula);
+ /**
+ Returns the formula loaded into the function
+ @return the formula loaded into the function
+ */
+ std::string getFormula() const;
+
+ std::string className() const FL_IOVERRIDE;
+
+ Complexity complexity() const FL_IOVERRIDE;
+ /**
+ Computes the S-Norm utilizing the given function via
+ SNormFunction::setFormula(), which automatically assigns the values
+ of @f$a@f$ and @f$b@f$.
+
+ @param a is a membership function value
+ @param b is a membership function value
+ @return the evaluation of the function
+ */
+ scalar compute(scalar a, scalar b) const FL_IOVERRIDE;
+ SNormFunction* clone() const FL_IOVERRIDE;
+
+ static SNorm* constructor();
+ };
+}
+#endif /* FL_SNORMFUNCTION_H */
+
diff --git a/fuzzylite/fl/norm/s/UnboundedSum.h b/fuzzylite/fl/norm/s/UnboundedSum.h
new file mode 100644
index 0000000..695fdfd
--- /dev/null
+++ b/fuzzylite/fl/norm/s/UnboundedSum.h
@@ -0,0 +1,52 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#ifndef FL_UNBOUNDEDSUM_H
+#define FL_UNBOUNDEDSUM_H
+
+#include "fl/norm/SNorm.h"
+
+namespace fl {
+
+ /**
+ The UnboundedSum class is an SNorm that computes the sum of any two values.
+
+ @author Juan Rada-Vilela, Ph.D.
+ @see BoundedSum
+ @see SNorm
+ @see SNormFactory
+ @see Norm
+ @since 4.0
+ */
+ class FL_API UnboundedSum FL_IFINAL : public SNorm {
+ public:
+ std::string className() const FL_IOVERRIDE;
+
+ Complexity complexity() const FL_IOVERRIDE;
+ /**
+ Computes the bounded sum of two membership function values
+ @param a is a membership function value
+ @param b is a membership function value
+ @return @f$\min(1, a+b)@f$
+ */
+ scalar compute(scalar a, scalar b) const FL_IOVERRIDE;
+ UnboundedSum* clone() const FL_IOVERRIDE;
+
+ static SNorm* constructor();
+ };
+}
+
+#endif /* FL_BOUNDEDSUM_H */
diff --git a/fuzzylite/fl/norm/t/AlgebraicProduct.h b/fuzzylite/fl/norm/t/AlgebraicProduct.h
new file mode 100644
index 0000000..d19cb64
--- /dev/null
+++ b/fuzzylite/fl/norm/t/AlgebraicProduct.h
@@ -0,0 +1,52 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#ifndef FL_ALGEBRAICPRODUCT_H
+#define FL_ALGEBRAICPRODUCT_H
+
+#include "fl/norm/TNorm.h"
+
+namespace fl {
+
+ /**
+ The AlgebraicProduct class is a TNorm that computes the algebraic product
+ of any two values.
+
+ @author Juan Rada-Vilela, Ph.D.
+ @see AlgebraicSum
+ @see TNorm
+ @see TNormFactory
+ @see Norm
+ @since 4.0
+ */
+ class FL_API AlgebraicProduct FL_IFINAL : public TNorm {
+ public:
+ std::string className() const FL_IOVERRIDE;
+
+ Complexity complexity() const FL_IOVERRIDE;
+ /**
+ Computes the algebraic product of two membership function values
+ @param a is a membership function value
+ @param b is a membership function value
+ @return @f$a\times b@f$
+ */
+ scalar compute(scalar a, scalar b) const FL_IOVERRIDE;
+ AlgebraicProduct* clone() const FL_IOVERRIDE;
+
+ static TNorm* constructor();
+ };
+}
+#endif /* FL_ALGEBRAICPRODUCT_H */
diff --git a/fuzzylite/fl/norm/t/BoundedDifference.h b/fuzzylite/fl/norm/t/BoundedDifference.h
new file mode 100644
index 0000000..250512b
--- /dev/null
+++ b/fuzzylite/fl/norm/t/BoundedDifference.h
@@ -0,0 +1,52 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#ifndef FL_BOUNDEDDIFFERENCE_H
+#define FL_BOUNDEDDIFFERENCE_H
+
+#include "fl/norm/TNorm.h"
+
+namespace fl {
+
+ /**
+ The BoundedDifference class is a TNorm that computes the bounded
+ difference between any two values.
+
+ @author Juan Rada-Vilela, Ph.D.
+ @see BoundedSum
+ @see TNorm
+ @see TNormFactory
+ @see Norm
+ @since 4.0
+ */
+ class FL_API BoundedDifference FL_IFINAL : public TNorm {
+ public:
+ std::string className() const FL_IOVERRIDE;
+
+ Complexity complexity() const FL_IOVERRIDE;
+ /**
+ Computes the bounded difference between two membership function values
+ @param a is a membership function value
+ @param b is a membership function value
+ @return @f$\max(0, a+b - 1)@f$
+ */
+ scalar compute(scalar a, scalar b) const FL_IOVERRIDE;
+ BoundedDifference* clone() const FL_IOVERRIDE;
+
+ static TNorm* constructor();
+ };
+}
+#endif /* FL_BOUNDEDDIFFERENCE_H */
diff --git a/fuzzylite/fl/norm/t/DrasticProduct.h b/fuzzylite/fl/norm/t/DrasticProduct.h
new file mode 100644
index 0000000..d0d490e
--- /dev/null
+++ b/fuzzylite/fl/norm/t/DrasticProduct.h
@@ -0,0 +1,55 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#ifndef FL_DRASTICPRODUCT_H
+#define FL_DRASTICPRODUCT_H
+
+#include "fl/norm/TNorm.h"
+
+namespace fl {
+
+ /**
+ The DrasticProduct class is a TNorm that computes the drastic product of
+ any two values.
+
+ @author Juan Rada-Vilela, Ph.D.
+ @see DrasticSum
+ @see TNorm
+ @see TNormFactory
+ @see Norm
+ @since 4.0
+ */
+ class FL_API DrasticProduct FL_IFINAL : public TNorm {
+ public:
+ std::string className() const FL_IOVERRIDE;
+
+ Complexity complexity() const FL_IOVERRIDE;
+ /**
+ Computes the drastic product of two membership function values
+ @param a is a membership function value
+ @param b is a membership function value
+ @return @f$\begin{cases}
+ \min(a,b) & \mbox{if $\max(a,b)=1$} \cr
+ 0 & \mbox{otherwise}
+ \end{cases}@f$
+ */
+ scalar compute(scalar a, scalar b) const FL_IOVERRIDE;
+ DrasticProduct* clone() const FL_IOVERRIDE;
+
+ static TNorm* constructor();
+ };
+}
+#endif /* FL_DRASTICPRODUCT_H */
diff --git a/fuzzylite/fl/norm/t/EinsteinProduct.h b/fuzzylite/fl/norm/t/EinsteinProduct.h
new file mode 100644
index 0000000..9d3a71b
--- /dev/null
+++ b/fuzzylite/fl/norm/t/EinsteinProduct.h
@@ -0,0 +1,52 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#ifndef FL_EINSTEINPRODUCT_H
+#define FL_EINSTEINPRODUCT_H
+
+#include "fl/norm/TNorm.h"
+
+namespace fl {
+
+ /**
+ The EinsteinProduct class is a TNorm that computes the Einstein product
+ of any two values.
+
+ @author Juan Rada-Vilela, Ph.D.
+ @see EinsteinSum
+ @see TNorm
+ @see TNormFactory
+ @see Norm
+ @since 4.0
+ */
+ class FL_API EinsteinProduct FL_IFINAL : public TNorm {
+ public:
+ std::string className() const FL_IOVERRIDE;
+
+ Complexity complexity() const FL_IOVERRIDE;
+ /**
+ Computes the Einstein product of two membership function values
+ @param a is a membership function value
+ @param b is a membership function value
+ @return @f$(a\times b)/(2-(a+b-a\times b))@f$
+ */
+ scalar compute(scalar a, scalar b) const FL_IOVERRIDE;
+ EinsteinProduct* clone() const FL_IOVERRIDE;
+
+ static TNorm* constructor();
+ };
+}
+#endif /* FL_EINSTEINPRODUCT_H */
diff --git a/fuzzylite/fl/norm/t/HamacherProduct.h b/fuzzylite/fl/norm/t/HamacherProduct.h
new file mode 100644
index 0000000..79c56ee
--- /dev/null
+++ b/fuzzylite/fl/norm/t/HamacherProduct.h
@@ -0,0 +1,52 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#ifndef FL_HAMACHERPRODUCT_H
+#define FL_HAMACHERPRODUCT_H
+
+#include "fl/norm/TNorm.h"
+
+namespace fl {
+
+ /**
+ The HamacherProduct class is a TNorm that computes the Hamacher product
+ of any two values.
+
+ @author Juan Rada-Vilela, Ph.D.
+ @see HamacherSum
+ @see TNorm
+ @see TNormFactory
+ @see Norm
+ @since 4.0
+ */
+ class FL_API HamacherProduct FL_IFINAL : public TNorm {
+ public:
+ std::string className() const FL_IOVERRIDE;
+
+ Complexity complexity() const FL_IOVERRIDE;
+ /**
+ Computes the Hamacher product of two membership function values
+ @param a is a membership function value
+ @param b is a membership function value
+ @return @f$(a \times b) / (a+b- a \times b)@f$
+ */
+ scalar compute(scalar a, scalar b) const FL_IOVERRIDE;
+ HamacherProduct* clone() const FL_IOVERRIDE;
+
+ static TNorm* constructor();
+ };
+}
+#endif /* FL_HAMACHERPRODUCT_H */
diff --git a/fuzzylite/fl/norm/t/Minimum.h b/fuzzylite/fl/norm/t/Minimum.h
new file mode 100644
index 0000000..5df1ae2
--- /dev/null
+++ b/fuzzylite/fl/norm/t/Minimum.h
@@ -0,0 +1,51 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#ifndef FL_MINIMUM_H
+#define FL_MINIMUM_H
+
+#include "fl/norm/TNorm.h"
+
+namespace fl {
+
+ /**
+ The Minimum class is a TNorm that computes the minimum of any two values.
+
+ @author Juan Rada-Vilela, Ph.D.
+ @see Maximum
+ @see TNorm
+ @see TNormFactory
+ @see Norm
+ @since 4.0
+ */
+ class FL_API Minimum FL_IFINAL : public TNorm {
+ public:
+ std::string className() const FL_IOVERRIDE;
+
+ Complexity complexity() const FL_IOVERRIDE;
+ /**
+ Computes the minimum of two membership function values
+ @param a is a membership function value
+ @param b is a membership function value
+ @return @f$\min(a,b)@f$
+ */
+ scalar compute(scalar a, scalar b) const FL_IOVERRIDE;
+ Minimum* clone() const FL_IOVERRIDE;
+
+ static TNorm* constructor();
+ };
+}
+#endif /* FL_MINIMUM_H */
diff --git a/fuzzylite/fl/norm/t/NilpotentMinimum.h b/fuzzylite/fl/norm/t/NilpotentMinimum.h
new file mode 100644
index 0000000..2ea7f3c
--- /dev/null
+++ b/fuzzylite/fl/norm/t/NilpotentMinimum.h
@@ -0,0 +1,55 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#ifndef FL_NILPOTENTMINIMUM_H
+#define FL_NILPOTENTMINIMUM_H
+
+#include "fl/norm/TNorm.h"
+
+namespace fl {
+
+ /**
+ The NilpotentMinimum class is a TNorm that computes the nilpotent minimum
+ of any two values.
+
+ @author Juan Rada-Vilela, Ph.D.
+ @see NilpotentMaximum
+ @see TNorm
+ @see TNormFactory
+ @see Norm
+ @since 5.0
+ */
+ class FL_API NilpotentMinimum FL_IFINAL : public TNorm {
+ public:
+ std::string className() const FL_IOVERRIDE;
+
+ Complexity complexity() const FL_IOVERRIDE;
+ /**
+ Computes the nilpotent minimum of two membership function values
+ @param a is a membership function value
+ @param b is a membership function value
+ @return @f$\begin{cases}
+ \min(a,b) & \mbox{if $a+b>1$} \cr
+ 0 & \mbox{otherwise}
+ \end{cases}@f$
+ */
+ scalar compute(scalar a, scalar b) const FL_IOVERRIDE;
+ NilpotentMinimum* clone() const FL_IOVERRIDE;
+
+ static TNorm* constructor();
+ };
+}
+#endif /* FL_NILPOTENTMINIMUM_H */
diff --git a/fuzzylite/fl/norm/t/TNormFunction.h b/fuzzylite/fl/norm/t/TNormFunction.h
new file mode 100644
index 0000000..1193a40
--- /dev/null
+++ b/fuzzylite/fl/norm/t/TNormFunction.h
@@ -0,0 +1,81 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#ifndef FL_TNORMFUNCTION_H
+#define FL_TNORMFUNCTION_H
+
+#include "fl/norm/TNorm.h"
+
+#include "fl/term/Function.h"
+
+namespace fl {
+
+ /**
+ The TNormFunction class is a customizable TNorm via Function, which
+ computes any function based on the @f$a@f$ and @f$b@f$ values.
+ This TNorm is not registered with the TNormFactory.
+
+ @author Juan Rada-Vilela, Ph.D.
+ @see Function
+ @see TNorm
+ @see Norm
+ @see TNormFactory
+ @since 6.0
+ */
+
+ class FL_API TNormFunction FL_IFINAL : public TNorm {
+ private:
+ Function _function;
+ public:
+ explicit TNormFunction(const std::string& formula = "");
+
+ /**
+ Returns the reference to the Function
+ @return the reference to the Function
+ */
+ Function& function();
+
+ /**
+ Loads the function with the given formula
+ @param formula is a valid formula in infix notation
+ */
+ void setFormula(const std::string& formula);
+ /**
+ Returns the formula loaded into the function
+ @return the formula loaded into the function
+ */
+ std::string getFormula() const;
+
+ std::string className() const FL_IOVERRIDE;
+
+ Complexity complexity() const FL_IOVERRIDE;
+ /**
+ Computes the S-Norm utilizing the given function via
+ SNormFunction::setFormula(), which automatically assigns the values
+ of @f$a@f$ and @f$b@f$.
+
+ @param a is a membership function value
+ @param b is a membership function value
+ @return the evaluation of the function
+ */
+ scalar compute(scalar a, scalar b) const FL_IOVERRIDE;
+ TNormFunction* clone() const FL_IOVERRIDE;
+
+ static TNorm* constructor();
+ };
+}
+#endif /* FL_TNORMFUNCTION_H */
+
diff --git a/fuzzylite/fl/rule/Antecedent.h b/fuzzylite/fl/rule/Antecedent.h
new file mode 100644
index 0000000..a424d95
--- /dev/null
+++ b/fuzzylite/fl/rule/Antecedent.h
@@ -0,0 +1,185 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#ifndef FL_ANTECEDENT_H
+#define FL_ANTECEDENT_H
+
+#include "fl/fuzzylite.h"
+
+#include "fl/Complexity.h"
+
+#include <string>
+
+namespace fl {
+ class Engine;
+ class Rule;
+ class TNorm;
+ class SNorm;
+ class Expression;
+
+ /**
+ The Antecedent class is an expression tree that represents and evaluates
+ the antecedent of a Rule. The structure of a rule is: `if (antecedent)
+ then (consequent)`. The structure of the antecedent of a rule is:
+
+ `if variable is [hedge]* term [(and|or) variable is [hedge]* term]*`
+
+ where `*`-marked elements may appear zero or more times, elements in
+ brackets are optional, and elements in parentheses are compulsory.
+
+ @author Juan Rada-Vilela, Ph.D.
+ @see Consequent
+ @see Rule
+ @since 4.0
+ */
+ class FL_API Antecedent {
+ private:
+ std::string _text;
+ FL_unique_ptr<Expression> _expression;
+
+ public:
+ Antecedent();
+ virtual ~Antecedent();
+
+ /**
+ Sets the antecedent in text
+ @param text is the antecedent in text
+ */
+ virtual void setText(const std::string& text);
+ /**
+ Gets the antecedent in text
+ @return the antecedent in text
+ */
+ virtual std::string getText() const;
+
+ /**
+ Gets the expression tree of the antecedent
+ @return the expression tree of the antecedent
+ */
+ virtual Expression* getExpression() const;
+
+ /**
+ Sets the expression tree of the antecedent
+ @param expression is the expression tree of the antecedent
+ */
+ virtual void setExpression(Expression* expression);
+
+ /**
+ Indicates whether the antecedent is loaded
+ @return whether the antecedent is loaded
+ */
+ virtual bool isLoaded() const;
+
+ /**
+ Unloads the antecedent
+ */
+ virtual void unload();
+
+ /**
+ Loads the antecedent with the text obtained from
+ Antecedent::getText() and uses the engine to identify and retrieve
+ references to the input variables and output variables as required
+
+ @param engine is the engine from which the rules are part of
+ */
+ virtual void load(const Engine* engine);
+ /**
+ Loads the antecedent with the given text and uses the engine to
+ identify and retrieve references to the input variables and output
+ variables as required
+
+ @param antecedent is the antecedent of the rule in text
+ @param engine is the engine from which the rules are part of
+ */
+ virtual void load(const std::string& antecedent, const Engine* engine);
+
+ /**
+ Computes the estimated complexity of calculating the activation degree
+ @return the estimated complexity of calculating the activation degree
+ */
+ virtual Complexity complexity(const TNorm* conjunction, const SNorm* disjunction) const;
+ /**
+ Computes the estimated complexity of recursively calculating the
+ activation degree from the given node
+ @return the estimated complexity of recursively calculating the
+ activation degree from the given node
+ */
+ virtual Complexity complexity(const TNorm* conjunction, const SNorm* disjunction,
+ const Expression* node) const;
+
+
+ /**
+ Computes the activation degree of the antecedent on the expression
+ tree from the given node
+
+ @param conjunction is the conjunction operator from the RuleBlock
+ @param disjunction is the disjunction operator from the RuleBlock
+ @param node is a node in the expression tree of the antecedent
+ @return the activation degree of the antecedent
+ */
+ virtual scalar activationDegree(const TNorm* conjunction, const SNorm* disjunction,
+ const Expression* node) const;
+
+ /**
+ Computes the activation degree of the antecedent on the expression
+ tree from the root node
+
+ @param conjunction is the conjunction operator from the RuleBlock
+ @param disjunction is the disjunction operator from the RuleBlock
+ @return the activation degree of the antecedent on the expression tree
+ */
+ virtual scalar activationDegree(const TNorm* conjunction, const SNorm* disjunction) const;
+
+ /**
+ Returns a string representation of the expression tree in infix
+ notation
+
+ @return a string representation of the expression tree in infix
+ notation
+ */
+ virtual std::string toString() const;
+
+ /**
+ Returns a string represention of the given expression tree utilizing
+ prefix notation
+ @param node is a node in the expression tree of the antecedent
+ @return a string represention of the given expression tree utilizing
+ prefix notation
+ */
+ virtual std::string toPrefix(const Expression* node = fl::null) const;
+ /**
+ Returns a string represention of the given expression tree utilizing
+ infix notation
+ @param node is a node in the expression tree of the antecedent
+ @return a string represention of the given expression tree utilizing
+ infix notation
+ */
+ virtual std::string toInfix(const Expression* node = fl::null) const;
+ /**
+ Returns a string represention of the given expression tree utilizing
+ postfix notation
+ @param node is a node in the expression tree of the antecedent
+ @return a string represention of the given expression tree utilizing
+ postfix notation
+ */
+ virtual std::string toPostfix(const Expression* node = fl::null) const;
+
+
+ private:
+ FL_DISABLE_COPY(Antecedent)
+ };
+}
+#endif /* FL_ANTECEDENT_H */
diff --git a/fuzzylite/fl/rule/Consequent.h b/fuzzylite/fl/rule/Consequent.h
new file mode 100644
index 0000000..275d1e7
--- /dev/null
+++ b/fuzzylite/fl/rule/Consequent.h
@@ -0,0 +1,138 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#ifndef FL_CONSEQUENT_H
+#define FL_CONSEQUENT_H
+
+#include "fl/fuzzylite.h"
+
+#include "fl/Complexity.h"
+
+#include <string>
+#include <vector>
+
+namespace fl {
+ class Engine;
+ class Rule;
+ class Proposition;
+ class TNorm;
+
+ /**
+ The Consequent class is a proposition set that represents and evaluates
+ the consequent of a Rule.. The structure of a rule is: `if (antecedent)
+ then (consequent)`. The structure of the consequent of a rule is:
+
+ `then variable is [hedge]* term [and variable is [hedge]* term]* [with
+ w]?`
+
+ where `*`-marked elements may appear zero or more times, elements in
+ brackets are optional, elements in parentheses are compulsory, and
+ `?`-marked elements may appear once or not at all.
+
+ @author Juan Rada-Vilela, Ph.D.
+ @see Antecedent
+ @see Rule
+ @since 4.0
+ */
+
+ class FL_API Consequent {
+ private:
+ std::string _text;
+ std::vector<Proposition*> _conclusions;
+
+ public:
+ Consequent();
+ virtual ~Consequent();
+
+ /**
+ Sets the text of the consequent
+ @param text is the text of the consequent
+ */
+ virtual void setText(const std::string& text);
+ /**
+ Gets the text of the consequent
+ @return the text of the consequent
+ */
+ virtual std::string getText() const;
+
+ /**
+ Computes the estimated complexity of modifying the consequents
+ @return the estimated complexity of modifying the consequents
+ */
+ virtual Complexity complexity(const TNorm* implication) const;
+ /**
+ Returns an immutable vector of the propositions that represent the
+ Consequent of a Rule
+ @return an immutable vector of the set of propositions that represent
+ the Consequent of a Rule
+ */
+ virtual const std::vector<Proposition*>& conclusions() const;
+
+ /**
+ Returns the vector of propositions that represent the Consequent of a
+ Rule
+ @return the vector of propositions that represent the Consequent of a
+ Rule
+ */
+ virtual std::vector<Proposition*>& conclusions();
+
+ /**
+ Indicates whether the consequent is loaded
+ @return whether the consequent is loaded
+ */
+ virtual bool isLoaded();
+ /**
+ Unloads the consequent
+ */
+ virtual void unload();
+ /**
+ Loads the consequent with text given from Consequent::getText() and
+ uses the engine to identify and retrieve references to the input
+ variables and output variables as required
+ @param engine is the engine from which the rules are part of
+ */
+ virtual void load(const Engine* engine);
+ /**
+ Loads the consequent with the given text and uses the engine to
+ identify and retrieve references to the input variables and output
+ variables as required
+ @param consequent is the consequent of the rule in text
+ @param engine is the engine from which the rules are part of
+ */
+ virtual void load(const std::string& consequent, const Engine* engine);
+
+ /**
+ Modifies the proposition set according to the activation degree
+ (computed in the Antecedent of the Rule) and the implication operator
+ (given in the RuleBlock)
+ @param activationDegree is the activation degree computed in the
+ Antecedent of the Rule
+ @param implication is the implication operator configured in the
+ RuleBlock
+ */
+ virtual void modify(scalar activationDegree, const TNorm* implication);
+
+ /**
+ Returns a string representation of the Consequent
+ @return a string representation of the Consequent
+ */
+ virtual std::string toString() const;
+
+ private:
+ FL_DISABLE_COPY(Consequent)
+ };
+}
+#endif /* FL_CONSEQUENT_H */
diff --git a/fuzzylite/fl/rule/Expression.h b/fuzzylite/fl/rule/Expression.h
new file mode 100644
index 0000000..dbacc60
--- /dev/null
+++ b/fuzzylite/fl/rule/Expression.h
@@ -0,0 +1,133 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#ifndef FL_EXPRESSION_H
+#define FL_EXPRESSION_H
+
+#include "fl/fuzzylite.h"
+
+#include <string>
+#include <vector>
+
+
+
+namespace fl {
+ class Variable;
+ class Hedge;
+ class Term;
+
+ /**
+ The Expression class is the base class to build an expression tree.
+
+ @author Juan Rada-Vilela, Ph.D.
+ @see Antecedent
+ @see Consequent
+ @see Rule
+ @since 4.0
+ */
+ class FL_API Expression {
+ public:
+
+ enum Type {
+ Proposition, Operator
+ };
+ Expression();
+ virtual ~Expression();
+
+ /**
+ Returns the type of the expression
+ @return the type of the expression
+ */
+ virtual Type type() const = 0;
+ virtual std::string toString() const = 0;
+
+ private:
+ FL_DISABLE_COPY(Expression)
+ };
+
+ /**
+ The Proposition class is an Expression that represents a terminal node in
+ the expression tree as `variable is [hedge]* term`.
+
+ @author Juan Rada-Vilela, Ph.D.
+ @see Antecedent
+ @see Consequent
+ @see Rule
+ @since 4.0
+ */
+ class FL_API Proposition FL_IFINAL : public Expression {
+ public:
+ /**Variable in `variable is [hedge]* term`*/
+ Variable* variable;
+ /**Hedge%s in `variable is [hedge]* term`, owned by the object,
+ destroyed on destructor*/
+ std::vector<Hedge*> hedges;
+ /**Term in `variable is [hedge]* term`*/
+ Term* term;
+
+ Proposition();
+ ~Proposition() FL_IOVERRIDE;
+
+ Expression::Type type() const FL_IOVERRIDE;
+
+ /**
+ Returns a string representation of the proposition
+ @return a string representation of the proposition
+ */
+ std::string toString() const FL_IOVERRIDE;
+
+
+ private:
+ FL_DISABLE_COPY(Proposition)
+ };
+
+ /**
+ The Operator class is an Expression that represents a non-terminal node
+ in the expression tree as a binary operator (i.e., `and` or `or`) on two
+ Expression nodes.
+
+ @author Juan Rada-Vilela, Ph.D.
+ @see Antecedent
+ @see Consequent
+ @see Rule
+ @since 4.0
+ */
+ class FL_API Operator FL_IFINAL : public Expression {
+ public:
+ /**Name of the operator*/
+ std::string name;
+ /**Left expression in the binary tree*/
+ Expression* left;
+ /**Right expression in the binary tree*/
+ Expression* right;
+
+ Operator();
+ ~Operator() FL_IOVERRIDE;
+
+ Expression::Type type() const FL_IOVERRIDE;
+
+ /**
+ Returns the name of the operator
+ @return the name of the operator
+ */
+ std::string toString() const FL_IOVERRIDE;
+
+ private:
+ FL_DISABLE_COPY(Operator)
+
+ };
+}
+#endif /* FL_FUZZYEXPRESSION_H */
diff --git a/fuzzylite/fl/rule/Rule.h b/fuzzylite/fl/rule/Rule.h
new file mode 100644
index 0000000..b123d15
--- /dev/null
+++ b/fuzzylite/fl/rule/Rule.h
@@ -0,0 +1,305 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#ifndef FL_RULE_H
+#define FL_RULE_H
+
+#include "fl/fuzzylite.h"
+
+#include "fl/rule/Consequent.h"
+#include "fl/rule/Antecedent.h"
+
+#include <map>
+#include <string>
+
+
+namespace fl {
+ class Engine;
+ class Hedge;
+ class TNorm;
+ class SNorm;
+
+ /**
+ The Rule class is a conditional statement that contributes to the control
+ of an Engine. Each rule consists of an Antecedent and a Consequent, each
+ of which comprises propositions in the form `variable is term`. The
+ propositions in the Antecedent can be connected by the conjunctive `and`
+ or the disjunctive `or`, both of which are fuzzy logic operators (TNorm
+ and SNorm, respectively). Differently, the propositions in the Consequent
+ are independent from each other and are separated with a symbolic `and`.
+ The Term in any proposition can be preceded by a Hedge that modifies its
+ membership function to model cases such as Very, Somewhat, Seldom and
+ Not. Additionally, the contribution of a rule to the control of the
+ engine can be determined by its weight @f$w \in [0.0, 1.0]@f$, which is
+ equal to 1.0 if omitted. The structure of a rule is the following: `if
+ (antecedent) then (consequent) [with weight]`. The structures of
+ the antecedent and the consequent are:
+
+ `if variable is [hedge]* term [(and|or) variable is [hedge]* term]*`
+
+ `then variable is [hedge]* term [and variable is [hedge]* term]* [with w]?`
+
+ where elements in brackets are optional, elements in parentheses are
+ compulsory, `*`-marked elements may appear zero or more times, and
+ `?`-marked elements may appear once or not at all.
+
+ @author Juan Rada-Vilela, Ph.D.
+ @see Antecedent
+ @see Consequent
+ @see Hedge
+ @see RuleBlock
+ @since 4.0
+ */
+ class FL_API Rule {
+ private:
+ bool _enabled;
+ std::string _text;
+ scalar _weight;
+ scalar _activationDegree;
+ bool _triggered;
+ FL_unique_ptr<Antecedent> _antecedent;
+ FL_unique_ptr<Consequent> _consequent;
+
+ public:
+ explicit Rule(const std::string& text = "", scalar weight = 1.0);
+ Rule(const Rule& other);
+ Rule& operator=(const Rule& other);
+ virtual ~Rule();
+ FL_DEFAULT_MOVE(Rule)
+
+ /**
+ Sets whether the rule is enabled. An enabled rule will be fired, whereas
+ a disabled rule will not.
+ @param enabled determines whether the rule is enabled
+ */
+ virtual void setEnabled(bool enabled);
+
+ /**
+ Gets whether the rule is enabled. An enabled rule will be fired, whereas
+ a disabled rule will not.
+ @return whether the rule is enabled
+ */
+ virtual bool isEnabled() const;
+
+ /**
+ Sets the text of the rule
+ @param text is the text of the rule
+ */
+ virtual void setText(const std::string& text);
+ /**
+ Gets the text of the rule
+ @return the text of the rule
+ */
+ virtual std::string getText() const;
+
+ /**
+ Sets the weight of the rule
+ @param weight is the weight of the rule
+ */
+ virtual void setWeight(scalar weight);
+ /**
+ Gets the weight of the rule
+ @return the weight of the rule
+ */
+ virtual scalar getWeight() const;
+
+ /**
+ Sets the antecedent of the rule
+ @param antecedent is the antecedent of the rule
+ */
+ virtual void setAntecedent(Antecedent* antecedent);
+ /**
+ Gets the antecedent of the rule
+ @return the antecedent of the rule
+ */
+ virtual Antecedent* getAntecedent() const;
+
+ /**
+ Sets the consequent of the rule
+ @param consequent the consequent of the rule
+ */
+ virtual void setConsequent(Consequent* consequent);
+ /**
+ Gets the consequent of the rule
+ @return the consequent of the rule
+ */
+ virtual Consequent* getConsequent() const;
+
+ /**
+ Sets the activation degree of the rule
+ @param activationDegree is the activation degree of the rule
+ */
+ virtual void setActivationDegree(scalar activationDegree);
+
+ /**
+ Gets the activation degree of the rule
+ @return the activation degree of the rule
+ */
+ virtual scalar getActivationDegree() const;
+
+ /**
+ Activates the rule by computing its activation degree using the given
+ conjunction and disjunction operators
+ @param conjunction is the conjunction operator
+ @param disjunction is the disjunction operator
+ @return the activation degree of the rule
+ */
+ virtual scalar activateWith(const TNorm* conjunction, const SNorm* disjunction);
+
+ /**
+ Deactivates the rule
+ */
+ virtual void deactivate();
+
+ /**
+ Triggers the rule's implication (if the rule is enabled) using the
+ given implication operator and the underlying activation degree
+ @param implication is the implication operator
+ */
+ virtual void trigger(const TNorm* implication);
+
+ /**
+ Indicates whether the rule's implication was triggered
+ @return whether the rule's implication was triggered
+ */
+ virtual bool isTriggered() const;
+
+ /**
+ Returns a string representation of the rule in the FuzzyLite Language
+ @return a string representation of the rule in the FuzzyLite Language
+ */
+ virtual std::string toString() const;
+
+ /**
+ Indicates whether the rule is loaded
+ @return whether the rule is loaded
+ */
+ virtual bool isLoaded() const;
+ /**
+ Unloads the rule
+ */
+ virtual void unload();
+ /**
+ Loads the rule with the text from Rule::getText(), and uses the
+ engine to identify and retrieve references to the input variables and
+ output variables as required
+ @param engine is the engine from which the rule is part of
+ */
+ virtual void load(const Engine* engine);
+ /**
+ Loads the rule with the given text, and uses the engine to identify
+ and retrieve references to the input variables and output variables
+ as required
+
+ @param rule is the rule in text
+ @param engine is the engine from which the rule is part of
+ */
+ virtual void load(const std::string& rule, const Engine* engine);
+
+ /**
+ Creates a clone of the rule without the rule being loaded
+ @return a clone of the rule without the rule being loaded
+ */
+ virtual Rule* clone() const;
+
+ /**
+ Parses and creates a new rule based on the text passed
+ @param rule is the rule in text
+ @param engine is the engine from which the rule is part of
+ @return a new rule parsed from the given text
+ */
+ static Rule* parse(const std::string& rule, const Engine* engine);
+
+ /**
+ Returns a string representation of the `if` keyword in rules
+ @return a string representation of the `if` keyword in rules
+ */
+ inline static std::string ifKeyword() {
+ return "if";
+ }
+
+ /**
+ Returns a string representation of the `is` keyword in rules
+ @return a string representation of the `is` keyword in rules
+ */
+ inline static std::string isKeyword() {
+ return "is";
+ }
+
+ /**
+ Returns a string representation of the `then` keyword in rules
+ @return a string representation of the `then` keyword in rules
+ */
+ inline static std::string thenKeyword() {
+ return "then";
+ }
+
+ /**
+ Returns a string representation of the `and` keyword in rules
+ @return a string representation of the `and` keyword in rules
+ */
+ inline static std::string andKeyword() {
+ return "and";
+ }
+
+ /**
+ Returns a string representation of the `or` keyword in rules
+ @return a string representation of the `or` keyword in rules
+ */
+ inline static std::string orKeyword() {
+ return "or";
+ }
+
+ /**
+ Returns a string representation of the `with` keyword in rules
+ @return a string representation of the `with` keyword in rules
+ */
+ inline static std::string withKeyword() {
+ return "with";
+ }
+
+ /**
+ Computes the estimated complexity of calculating the activation degree
+ of the rule
+ @param conjunction is the conjunction operator
+ @param disjunction is the disjunction operator
+ @return the estimated complexity of calculating the activation degree
+ of the rule
+ */
+ virtual Complexity complexityOfActivation(const TNorm* conjunction,
+ const SNorm* disjunction) const;
+
+ /**
+ Computes the estimated complexity of firing the rule
+ @param implication is the implication operator
+ @return the estimated complexity of firing the rule
+ */
+ virtual Complexity complexityOfFiring(const TNorm* implication) const;
+
+ /**
+ Returns the estimated complexity of activating and firing the rule
+ @param conjunction is the conjunction operator
+ @param disjunction is the disjunction operator
+ @param implication is the implication operator
+ @return the estimated complexity of activating and firing the rule
+ */
+ virtual Complexity complexity(const TNorm* conjunction,
+ const SNorm* disjunction, const TNorm* implication) const;
+
+ };
+}
+
+#endif /* FL_RULE_H */
diff --git a/fuzzylite/fl/rule/RuleBlock.h b/fuzzylite/fl/rule/RuleBlock.h
new file mode 100644
index 0000000..d4ccace
--- /dev/null
+++ b/fuzzylite/fl/rule/RuleBlock.h
@@ -0,0 +1,233 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#ifndef FL_RULEBLOCK_H
+#define FL_RULEBLOCK_H
+
+#include "fl/fuzzylite.h"
+
+#include "fl/activation/Activation.h"
+#include "fl/Complexity.h"
+
+#include <string>
+#include <vector>
+
+
+namespace fl {
+
+ class Engine;
+ class Rule;
+ class TNorm;
+ class SNorm;
+
+ /**
+ The RuleBlock class contains a set of Rule%s and fuzzy logic
+ operators required to control an Engine.
+
+ @author Juan Rada-Vilela, Ph.D.
+ @see Engine
+ @see Rule
+ @see Antecedent
+ @see Consequent
+ @since 4.0
+ */
+ class FL_API RuleBlock {
+ private:
+ bool _enabled;
+ std::string _name;
+ std::string _description;
+ std::vector<Rule*> _rules;
+ FL_unique_ptr<TNorm> _conjunction;
+ FL_unique_ptr<SNorm> _disjunction;
+ FL_unique_ptr<TNorm> _implication;
+ FL_unique_ptr<Activation> _activation;
+
+ void copyFrom(const RuleBlock& source);
+
+ public:
+ explicit RuleBlock(const std::string& name = "");
+ RuleBlock(const RuleBlock& other);
+ RuleBlock& operator=(const RuleBlock& other);
+ virtual ~RuleBlock();
+ FL_DEFAULT_MOVE(RuleBlock)
+
+ /**
+ Enables the rule block
+ @param enabled whether the rule block is enabled
+ */
+ virtual void setEnabled(bool enabled);
+ /**
+ Indicates whether the rule block is enabled
+ @return whether the rule block is enabled
+ */
+ virtual bool isEnabled() const;
+
+ /**
+ Activates the rule block
+ */
+ virtual void activate();
+
+ /**
+ Sets the name of the rule block
+ @param name is the name of the rule block
+ */
+ virtual void setName(std::string name);
+ /**
+ Gets the name of the rule block
+ @return the name of the rule block
+ */
+ virtual std::string getName() const;
+
+ /**
+ Gets the description of the rule block
+ @return the description of the rule block
+ */
+ virtual std::string getDescription() const;
+
+ /**
+ Sets the description of the rule block
+ @param description is the description of the rule block
+ */
+ virtual void setDescription(const std::string& description);
+ /**
+ Sets the conjunction operator
+ @param conjunction is the conjunction operator
+ */
+ virtual void setConjunction(TNorm* conjunction);
+ /**
+ Gets the conjunction operator
+ @return the conjunction operator
+ */
+ virtual TNorm* getConjunction() const;
+
+ /**
+ Sets the disjunction operator
+ @param disjunction is the disjunction operator
+ */
+ virtual void setDisjunction(SNorm* disjunction);
+ /**
+ Gets the disjunction operator
+ @return the disjunction operator
+ */
+ virtual SNorm* getDisjunction() const;
+
+ /**
+ Sets the implication operator
+ @param implication is the implication operator
+ */
+ virtual void setImplication(TNorm* implication);
+ /**
+ Gets the implication operator
+ @return the implication operator
+ */
+ virtual TNorm* getImplication() const;
+
+ /**
+ Sets the activation method
+ @param activation is the activation method
+ */
+ virtual void setActivation(Activation* activation);
+ /**
+ Gets the activation method
+ @return the activation method
+ */
+ virtual Activation* getActivation() const;
+
+ /**
+ Unloads all the rules in the rule block
+ */
+ virtual void unloadRules() const;
+ /**
+ Loads all the rules into the rule block
+ @param engine is the engine where this rule block is registered
+ */
+ virtual void loadRules(const Engine* engine);
+
+ /**
+ Unloads all the rules in the rule block and then loads each rule again
+ @param engine is the engine where this rule block is registered
+ */
+ virtual void reloadRules(const Engine* engine);
+
+ /**
+ Returns a string representation of the rule block in the FuzzyLite
+ Language
+ @return a string representation of the rule block in the FuzzyLite
+ Language
+ */
+ virtual std::string toString() const;
+
+ /**
+ Returns the estimated complexity of activating the rule block
+ @return the estimated complexity of activating the rule block
+ */
+ virtual Complexity complexity() const;
+
+ /**
+ Adds the given rule to the rule block
+ @param rule is the rule to add
+ */
+ virtual void addRule(Rule* rule);
+ /**
+ Inserts the rule at the specified index, shifting other rules to
+ the right
+ @param rule is the rule to insert
+ @param index is the index at which to insert the rule
+ */
+ virtual void insertRule(Rule* rule, std::size_t index);
+ /**
+ Gets the rule at the specified index
+ @param index is the index at which the rule is retrieved
+ @return the rule at the specified index
+ */
+ virtual Rule* getRule(std::size_t index) const;
+ /**
+ Removes the rule at the specified index
+ @param index is the index at which the rule will be removed,
+ shifting other rules to the left
+ @return the rule at the specified index
+ */
+ virtual Rule* removeRule(std::size_t index);
+ /**
+ Returns the number of rules added to the rule block
+ @return the number of rules added to the rule block
+ */
+ virtual std::size_t numberOfRules() const;
+ /**
+ Sets the rules of the rule block
+ @param rules is a vector of rules
+ */
+ virtual void setRules(const std::vector<Rule*>& rules);
+ /**
+ Returns an immutable vector of the rules added to the rule block
+ @return an immutable vector of the rules added to the rule block
+ */
+ virtual const std::vector<Rule*>& rules() const;
+ /**
+ Returns a mutable vector of the rules added to the rule block
+ @return a mutable vector of the rules added to the rule block
+ */
+ virtual std::vector<Rule*>& rules();
+
+ /**
+ Creates a clone of the rule block without the rules being loaded
+ @return a clone of the rule block without the rules being loaded
+ */
+ virtual RuleBlock* clone() const;
+
+ };
+}
+#endif /* RULEBLOCK_H */
diff --git a/fuzzylite/fl/term/Activated.h b/fuzzylite/fl/term/Activated.h
new file mode 100644
index 0000000..f122a25
--- /dev/null
+++ b/fuzzylite/fl/term/Activated.h
@@ -0,0 +1,107 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#ifndef FL_ACTIVATED_H
+#define FL_ACTIVATED_H
+
+#include "fl/term/Term.h"
+
+namespace fl {
+ class TNorm;
+
+ /**
+ The Activated class is a special Term that contains pointers to the
+ necessary information of a term that has been activated as part of the
+ Antecedent of a Rule. The ownership of the pointers is not transferred to
+ objects of this class. The Activated class was named
+ `Thresholded` in versions 4.0 and earlier.
+
+ @author Juan Rada-Vilela, Ph.D.
+ @see OutputVariable
+ @see Term
+ @since 5.0
+ */
+ class FL_API Activated : public Term {
+ private:
+ const Term* _term;
+ scalar _degree;
+ const TNorm* _implication;
+
+ public:
+ explicit Activated(const Term* term = fl::null, scalar degree = 1.0,
+ const TNorm* implication = fl::null);
+ virtual ~Activated() FL_IOVERRIDE;
+ FL_DEFAULT_COPY_AND_MOVE(Activated)
+
+ virtual std::string className() const FL_IOVERRIDE;
+ /**
+ Returns the parameters of the term
+ @return `"degree implication term"`
+ */
+ virtual std::string parameters() const FL_IOVERRIDE;
+ /**
+ Does nothing.
+ @param parameters are irrelevant
+ */
+ virtual void configure(const std::string& parameters) FL_IOVERRIDE;
+
+ virtual Complexity complexity() const FL_IOVERRIDE;
+ /**
+ Computes the implication of the activation degree and the membership
+ function value of @f$x@f$
+ @param x is a value
+ @return @f$d \otimes \mu(x)@f$, where @f$d@f$ is the activation degree
+ */
+ virtual scalar membership(scalar x) const FL_IOVERRIDE;
+ virtual std::string toString() const FL_IOVERRIDE;
+
+ /**
+ Sets the activated term
+ @param term is the activated term
+ */
+ virtual void setTerm(const Term* term);
+ /**
+ Gets the activated term
+ @return the activated term
+ */
+ virtual const Term* getTerm() const;
+
+ /**
+ Sets the activation degree of the term
+ @param degree is the activation degree of the term
+ */
+ virtual void setDegree(scalar degree);
+ /**
+ Gets the activation degree of the term
+ @return the activation degree of the term
+ */
+ virtual scalar getDegree() const;
+
+ /**
+ Sets the implication operator
+ @param implication is the implication operator
+ */
+ virtual void setImplication(const TNorm* implication);
+ /**
+ Gets the implication operator
+ @return the implication operator
+ */
+ virtual const TNorm* getImplication() const;
+
+ virtual Activated* clone() const FL_IOVERRIDE;
+ };
+}
+#endif /* FL_ACTIVATED_H */
diff --git a/fuzzylite/fl/term/Aggregated.h b/fuzzylite/fl/term/Aggregated.h
new file mode 100644
index 0000000..af08c75
--- /dev/null
+++ b/fuzzylite/fl/term/Aggregated.h
@@ -0,0 +1,212 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#ifndef FL_AGGREGATED_H
+#define FL_AGGREGATED_H
+
+#include "fl/term/Term.h"
+
+#include "fl/term/Activated.h"
+
+#include <vector>
+
+namespace fl {
+
+ class SNorm;
+ class TNorm;
+
+ /**
+ The Aggregated class is a special Term that stores a fuzzy set with the
+ Activated terms from the Antecedent%s of a Rule, thereby serving mainly
+ as the fuzzy output value of the OutputVariable%s. The ownership of the
+ activated terms will be transfered to objects of this class, and
+ therefore their destructors will be called upon destruction of this term
+ (or calling Aggregated::clear()).
+
+ @author Juan Rada-Vilela, Ph.D.
+ @see Antecedent
+ @see Rule
+ @see OutputVariable
+ @see Activated
+ @see Term
+ @since 6.0
+ */
+ class FL_API Aggregated : public Term {
+ private:
+ std::vector<Activated> _terms;
+ scalar _minimum, _maximum;
+ FL_unique_ptr<SNorm> _aggregation;
+
+ void copyFrom(const Aggregated& source);
+ public:
+ explicit Aggregated(const std::string& name = "",
+ scalar minimum = fl::nan,
+ scalar maximum = fl::nan,
+ SNorm* aggregation = fl::null);
+ Aggregated(const Aggregated& other);
+ Aggregated& operator=(const Aggregated& other);
+ virtual ~Aggregated() FL_IOVERRIDE;
+ FL_DEFAULT_MOVE(Aggregated)
+
+ virtual std::string className() const FL_IOVERRIDE;
+ /**
+ Returns the parameters of the term
+ @return `"aggregation minimum maximum terms"`
+ */
+ virtual std::string parameters() const FL_IOVERRIDE;
+ /**
+ Does nothing
+ @param parameters are irrelevant
+ */
+ virtual void configure(const std::string& parameters) FL_IOVERRIDE;
+
+ virtual Aggregated* clone() const FL_IOVERRIDE;
+
+ virtual Complexity complexity() const FL_IOVERRIDE;
+ virtual Complexity complexityOfMembership() const;
+ virtual Complexity complexityOfActivationDegree() const;
+
+ /**
+ Aggregates the membership function values of @f$x@f$ utilizing the
+ aggregation operator
+ @param x is a value
+ @return @f$\sum_i{\mu_i(x)}, i \in \mbox{terms}@f$
+ */
+ virtual scalar membership(scalar x) const FL_IOVERRIDE;
+ /**
+ Computes the aggregated activation degree for the given term.
+ If the same term is present multiple times, the aggregation operator
+ is utilized to sum the activation degrees of the term. If the
+ aggregation operator is fl::null, a regular sum is performed.
+ @param forTerm is the term for which to compute the aggregated
+ activation degree
+ @return the aggregated activation degree for the given term
+ */
+ virtual scalar activationDegree(const Term* forTerm) const;
+
+ /**
+ Iterates over the Activated terms to find the term with the maximum
+ activation degree
+ @return the term with the maximum activation degree
+ */
+ virtual const Activated* highestActivatedTerm() const;
+
+ virtual std::string toString() const FL_IOVERRIDE;
+
+ /**
+ Sets the minimum of the range of the fuzzy set
+ @param minimum is the minimum of the range of the fuzzy set
+ */
+ virtual void setMinimum(scalar minimum);
+ /**
+ Gets the minimum of the range of the fuzzy set
+ @return the minimum of the range of the fuzzy set
+ */
+ virtual scalar getMinimum() const;
+
+ /**
+ Sets the maximum of the range of the fuzzy set
+ @param maximum is the maximum of the range of the fuzzy set
+ */
+ virtual void setMaximum(scalar maximum);
+ /**
+ Gets the maximum of the range of the fuzzy set
+ @return the maximum of the range of the fuzzy set
+ */
+ virtual scalar getMaximum() const;
+
+ /**
+ Sets the range of the fuzzy set to `[minimum, maximum]`
+ @param minimum is the minimum of the range of the fuzzy set
+ @param maximum is the maximum of the range of the fuzzy set
+ */
+ virtual void setRange(scalar minimum, scalar maximum);
+ /**
+ Returns the magnitude of the range of the fuzzy set,
+ @return the magnitude of the range of the fuzzy set,
+ i.e., `maximum - minimum`
+ */
+ virtual scalar range() const;
+
+ /**
+ Sets the aggregation operator
+ @param aggregation is the aggregation operator
+ */
+ virtual void setAggregation(SNorm* aggregation);
+ /**
+ Gets the aggregation operator
+ @return the aggregation operator
+ */
+ virtual SNorm* getAggregation() const;
+
+ /**
+ Adds a new Activated term (from the parameters) to the fuzzy set
+ @param term is the activated term
+ @param degree is the activation degree
+ @param implication is the implication operator
+ */
+ virtual void addTerm(const Term* term, scalar degree, const TNorm* implication);
+ /**
+ Adds the activated term to the fuzzy set. The activated term
+ will be deleted when Aggregated::clear()
+ @param term is the activated term
+ */
+ virtual void addTerm(const Activated& term);
+ /**
+ Gets the term at the given index
+ @param index is the index of the term
+ @return the activated term at the given index
+ */
+ virtual const Activated& getTerm(std::size_t index) const;
+ /**
+ Removes the term at the given index without deleting the term
+ @param index is the index of the term
+ @return the removed term
+ */
+ virtual const Activated& removeTerm(std::size_t index);
+ /**
+ Returns the number of activated terms
+ @return the number of activated terms
+ */
+ virtual std::size_t numberOfTerms() const;
+
+ /**
+ Sets the activated terms
+ @param terms is the activated terms
+ */
+ virtual void setTerms(const std::vector<Activated>& terms);
+ /**
+ Returns an immutable vector of activated terms
+ @return an immutable vector of activated terms
+ */
+ virtual const std::vector<Activated>& terms() const;
+ /**
+ Returns a mutable vector of activated terms
+ @return a mutable vector of activated terms
+ */
+ virtual std::vector<Activated>& terms();
+ /**
+ Indicates whether the vector of activated terms is empty
+ @return whether the vector of activated terms is empty
+ */
+ virtual bool isEmpty() const;
+ /**
+ Clears and deletes the activated terms
+ */
+ virtual void clear();
+ };
+}
+#endif /* FL_AGGREGATED_H */
diff --git a/fuzzylite/fl/term/Bell.h b/fuzzylite/fl/term/Bell.h
new file mode 100644
index 0000000..e27d9c9
--- /dev/null
+++ b/fuzzylite/fl/term/Bell.h
@@ -0,0 +1,114 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#ifndef FL_BELL_H
+#define FL_BELL_H
+
+#include "fl/term/Term.h"
+
+namespace fl {
+
+ /**
+ The Bell class is an extended Term that represents the generalized bell
+ curve membership function.
+
+ @image html bell.svg
+
+ @author Juan Rada-Vilela, Ph.D.
+ @see Term
+ @see Variable
+ @since 4.0
+ */
+ class FL_API Bell : public Term {
+ private:
+ scalar _center;
+ scalar _width;
+ scalar _slope;
+ public:
+ explicit Bell(const std::string& name = "",
+ scalar center = fl::nan,
+ scalar width = fl::nan,
+ scalar slope = fl::nan,
+ scalar height = 1.0);
+ virtual ~Bell() FL_IOVERRIDE;
+ FL_DEFAULT_COPY_AND_MOVE(Bell)
+
+ virtual std::string className() const FL_IOVERRIDE;
+ /**
+ Returns the parameters of the term
+ @return `"center width slope [height]"`
+ */
+ virtual std::string parameters() const FL_IOVERRIDE;
+ /**
+ Configures the term with the parameters
+ @param parameters as `"center width slope [height]"`
+ */
+ virtual void configure(const std::string& parameters) FL_IOVERRIDE;
+
+ virtual Complexity complexity() const FL_IOVERRIDE;
+
+ /**
+ Computes the membership function evaluated at @f$x@f$
+ @param x
+ @return @f$h / (1 + \left(|x-c|/w\right)^{2s}@f$
+
+ where @f$h@f$ is the height of the Term,
+ @f$c@f$ is the center of the Bell,
+ @f$w@f$ is the width of the Bell,
+ @f$s@f$ is the slope of the Bell
+ */
+ virtual scalar membership(scalar x) const FL_IOVERRIDE;
+
+ /**
+ Sets the center of the bell curve
+ @param center is the center of the bell curve
+ */
+ virtual void setCenter(scalar center);
+ /**
+ Gets the center of the bell curve
+ @return the center of the bell curve
+ */
+ virtual scalar getCenter() const;
+
+ /**
+ Sets the width of the bell curve
+ @param width is the width of the bell curve
+ */
+ virtual void setWidth(scalar width);
+ /**
+ Gets the width of the bell curve
+ @return the width of the bell curve
+ */
+ virtual scalar getWidth() const;
+
+ /**
+ Sets the slope of the bell curve
+ @param slope is the slope of the bell curve
+ */
+ virtual void setSlope(scalar slope);
+ /**
+ Gets the slope of the bell curve
+ @return the slope of the bell curve
+ */
+ virtual scalar getSlope() const;
+
+ virtual Bell* clone() const FL_IOVERRIDE;
+
+ static Term* constructor();
+
+ };
+}
+#endif /* FL_BELL_H */
diff --git a/fuzzylite/fl/term/Binary.h b/fuzzylite/fl/term/Binary.h
new file mode 100644
index 0000000..c22a9e1
--- /dev/null
+++ b/fuzzylite/fl/term/Binary.h
@@ -0,0 +1,132 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#ifndef FL_BINARY_H
+#define FL_BINARY_H
+
+#include "fl/term/Term.h"
+
+namespace fl {
+
+ /**
+ The Binary class is an edge Term that represents the binary membership
+ function.
+
+ @image html binary.svg
+
+ @author Juan Rada-Vilela, Ph.D.
+ @see Term
+ @see Variable
+ @since 6.0
+ */
+ class FL_API Binary : public Term {
+ private:
+ scalar _start;
+ scalar _direction;
+ public:
+
+ /**
+ Direction is an enumerator that indicates the direction of the
+ edge.
+ */
+ enum Direction {
+ /** `(_|)` increases to the right (infinity)*/
+ Positive,
+ /** `(--)` direction is NaN */
+ Undefined,
+ /** `(|_)` increases to the left (-infinity)*/
+ Negative
+ };
+
+ explicit Binary(const std::string& name = "", scalar start = fl::nan,
+ scalar direction = fl::nan, scalar height = 1.0);
+ virtual ~Binary() FL_IOVERRIDE;
+ FL_DEFAULT_COPY_AND_MOVE(Binary)
+
+ virtual std::string className() const FL_IOVERRIDE;
+ /**
+ Returns the parameters of the term
+ @return `"start direction [height]"`
+ */
+ virtual std::string parameters() const FL_IOVERRIDE;
+ /**
+ Configures the term with the parameters
+ @param parameters as `"start direction [height]"`
+ */
+ virtual void configure(const std::string& parameters) FL_IOVERRIDE;
+
+ virtual Complexity complexity() const FL_IOVERRIDE;
+
+ /**
+ Computes the membership function evaluated at @f$x@f$
+ @param x
+ @return @f$\begin{cases}
+ 1h & \mbox{if $ \left(s < d \vedge x \in [s, d)\right) \wedge
+ \left( s > d \vedge x \in (d, s] \right) $} \cr
+ 0h & \mbox{otherwise}
+ \end{cases}@f$
+
+ where @f$h@f$ is the height of the Term,
+ @f$s@f$ is the start of the Binary edge,
+ @f$d@f$ is the direction of the Binary edge.
+ */
+ virtual scalar membership(scalar x) const FL_IOVERRIDE;
+
+ /**
+ Sets the start of the binary edge
+ @param start is the start of the binary edge
+ */
+ virtual void setStart(scalar start);
+ /**
+ Gets the start of the binary edge
+ @return the start of the binary edge
+ */
+ virtual scalar getStart() const;
+
+ /**
+ Sets the direction of the binary edge.
+
+ @f$\begin{cases}
+ \text{Positive} & \mbox{if $ d > s $}\cr
+ \text{Negative} & \mbox{if $ d < s $}\cr
+ \mbox{\tt NaN} & \mbox{otherwise}
+ \end{cases}
+ @f$
+
+ where @f$d@f$ is the given direction, and
+ @f$s@f$ is the start of the Binary edge
+
+ @param direction is the direction of the binary edge
+ */
+ virtual void setDirection(scalar direction);
+ /**
+ Gets the direction of the binary edge
+ @return the direction of the binary edge
+ */
+ virtual scalar getDirection() const;
+
+ /**
+ Gets the Direction of the binary edge as an enumerator
+ @return the Direction of the binary edge as an enumerator
+ */
+ virtual Direction direction() const;
+
+ virtual Binary* clone() const FL_IOVERRIDE;
+
+ static Term* constructor();
+ };
+}
+#endif /* FL_BINARY_H */
diff --git a/fuzzylite/fl/term/Concave.h b/fuzzylite/fl/term/Concave.h
new file mode 100644
index 0000000..12d7160
--- /dev/null
+++ b/fuzzylite/fl/term/Concave.h
@@ -0,0 +1,110 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#ifndef FL_CONCAVE_H
+#define FL_CONCAVE_H
+
+#include "fl/term/Term.h"
+
+namespace fl {
+
+ /**
+ The Concave class is an edge Term that represents the concave membership
+ function.
+
+ @image html concave.svg
+
+ @author Juan Rada-Vilela, Ph.D.
+ @see Term
+ @see Variable
+ @since 5.0
+ */
+ class FL_API Concave : public Term {
+ private:
+ scalar _inflection, _end;
+ public:
+ explicit Concave(const std::string& name = "",
+ scalar inflection = fl::nan,
+ scalar end = fl::nan,
+ scalar height = 1.0);
+ virtual ~Concave() FL_IOVERRIDE;
+ FL_DEFAULT_COPY_AND_MOVE(Concave)
+
+ virtual std::string className() const FL_IOVERRIDE;
+ /**
+ Returns the parameters of the term as
+ @return `"inflection end [height]"`
+ */
+ virtual std::string parameters() const FL_IOVERRIDE;
+ /**
+ Configures the term with the parameters given
+ @param parameters as `"inflection end [height]"`
+ */
+ virtual void configure(const std::string& parameters) FL_IOVERRIDE;
+
+ virtual Complexity complexity() const FL_IOVERRIDE;
+
+ /**
+ Computes the membership function evaluated at @f$x@f$
+ @param x
+ @return @f$\begin{cases}
+ h \times (e - i) / (2e - i - x) & \mbox{if $i \leq e \wedge x < e$
+ (increasing concave)} \cr
+ h \times (i - e) / (-2e + i + x) & \mbox{if $i > e \wedge x > e$
+ (decreasing concave)} \cr
+ h & \mbox{otherwise} \cr
+ \end{cases}@f$
+
+ where @f$h@f$ is the height of the Term,
+ @f$i@f$ is the inflection of the Concave,
+ @f$e@f$ is the end of the Concave
+ */
+ virtual scalar membership(scalar x) const FL_IOVERRIDE;
+
+ virtual scalar tsukamoto(scalar activationDegree,
+ scalar minimum, scalar maximum) const FL_IOVERRIDE;
+
+ virtual bool isMonotonic() const FL_IOVERRIDE;
+
+ /**
+ Sets the inflection of the curve
+ @param inflection is the inflection of the curve
+ */
+ virtual void setInflection(scalar inflection);
+ /**
+ Gets the inflection of the curve
+ @return the inflection of the curve
+ */
+ virtual scalar getInflection() const;
+
+ /**
+ Sets the end of the curve
+ @param end is the end of the curve
+ */
+ virtual void setEnd(scalar end);
+ /**
+ Gets the end of the curve
+ @return the end of the curve
+ */
+ virtual scalar getEnd() const;
+
+ virtual Concave* clone() const FL_IOVERRIDE;
+
+ static Term* constructor();
+ };
+}
+#endif /* FL_CONCAVE_H */
+
diff --git a/fuzzylite/fl/term/Constant.h b/fuzzylite/fl/term/Constant.h
new file mode 100644
index 0000000..40ba77b
--- /dev/null
+++ b/fuzzylite/fl/term/Constant.h
@@ -0,0 +1,81 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#ifndef FL_CONSTANT_H
+#define FL_CONSTANT_H
+
+#include "fl/term/Term.h"
+
+namespace fl {
+
+ /**
+ The Constant class is a (zero) polynomial Term that represents a constant
+ value @f$ f(x) = k @f$
+
+ @author Juan Rada-Vilela, Ph.D.
+ @see Term
+ @see Variable
+ @since 4.0
+ */
+ class FL_API Constant : public Term {
+ private:
+ scalar _value;
+
+ public:
+ explicit Constant(const std::string& name = "",
+ scalar value = fl::nan);
+ virtual ~Constant() FL_IOVERRIDE;
+ FL_DEFAULT_COPY_AND_MOVE(Constant)
+
+ virtual std::string className() const FL_IOVERRIDE;
+ /**
+ Returns the parameters of the term
+ @return `"value"`
+ */
+ virtual std::string parameters() const FL_IOVERRIDE;
+ /**
+ Configures the term with the parameters
+ @param parameters as `"value"`
+ */
+ virtual void configure(const std::string& parameters) FL_IOVERRIDE;
+
+ virtual Complexity complexity() const FL_IOVERRIDE;
+
+ /**
+ Computes the membership function evaluated at @f$x@f$
+ @param x is irrelevant
+ @return @f$c@f$, where @f$c@f$ is the constant value
+ */
+ virtual scalar membership(scalar x) const FL_IOVERRIDE;
+
+ /**
+ Sets the constant value
+ @param value is the constant value
+ */
+ virtual void setValue(scalar value);
+ /**
+ Gets the constant value
+ @return the constant value
+ */
+ virtual scalar getValue() const;
+
+ virtual Constant* clone() const FL_IOVERRIDE;
+
+ static Term* constructor();
+ };
+}
+#endif /* FL_CONSTANT_H */
+
diff --git a/fuzzylite/fl/term/Cosine.h b/fuzzylite/fl/term/Cosine.h
new file mode 100644
index 0000000..b45ab85
--- /dev/null
+++ b/fuzzylite/fl/term/Cosine.h
@@ -0,0 +1,101 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#ifndef FL_COSINE_H
+#define FL_COSINE_H
+
+#include "fl/term/Term.h"
+
+namespace fl {
+
+ /**
+ The Cosine class is an extended Term that represents the cosine
+ membership function.
+
+ @image html cosine.svg
+
+ @author Juan Rada-Vilela, Ph.D.
+ @see Term
+ @see Variable
+ @since 5.0
+ */
+
+ class FL_API Cosine : public Term {
+ private:
+ scalar _center, _width;
+ public:
+ explicit Cosine(const std::string& name = "",
+ scalar center = fl::nan,
+ scalar width = fl::nan,
+ scalar height = 1.0);
+ virtual ~Cosine() FL_IOVERRIDE;
+ FL_DEFAULT_COPY_AND_MOVE(Cosine)
+
+ virtual std::string className() const FL_IOVERRIDE;
+ /**
+ Returns the parameters of the term
+ @return `"center width [height]"`
+ */
+ virtual std::string parameters() const FL_IOVERRIDE;
+ /**
+ Configures the term with the parameters
+ @param parameters as `"center width [height]"`
+ */
+ virtual void configure(const std::string& parameters) FL_IOVERRIDE;
+
+ virtual Complexity complexity() const FL_IOVERRIDE;
+ /**
+ Computes the membership function evaluated at @f$x@f$
+ @param x
+ @return @f$\begin{cases}
+ 0h & \mbox{if $x < c - 0.5w \vee x > c + 0.5w$} \cr
+ 0.5h \times ( 1 + \cos(2.0 / w\pi(x-c))) & \mbox{otherwise}
+ \end{cases}@f$
+
+ where @f$h@f$ is the height of the Term,
+ @f$c@f$ is the center of the Cosine,
+ @f$w@f$ is the width of the Cosine
+ */
+ virtual scalar membership(scalar x) const FL_IOVERRIDE;
+ /**
+ Sets the center of the cosine
+ @param center is the center of the cosine
+ */
+ virtual void setCenter(scalar center);
+ /**
+ Gets the center of the cosine
+ @return the center of the cosine
+ */
+ virtual scalar getCenter() const;
+
+ /**
+ Sets the width of the cosine
+ @param width is the width of the cosine
+ */
+ virtual void setWidth(scalar width);
+ /**
+ Gets the width of the cosine
+ @return the width of the cosine
+ */
+ virtual scalar getWidth() const;
+
+ virtual Cosine* clone() const FL_IOVERRIDE;
+
+ static Term* constructor();
+ };
+}
+#endif /* FL_COSINE_H */
+
diff --git a/fuzzylite/fl/term/Discrete.h b/fuzzylite/fl/term/Discrete.h
new file mode 100644
index 0000000..ba5ae70
--- /dev/null
+++ b/fuzzylite/fl/term/Discrete.h
@@ -0,0 +1,280 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#ifndef FL_DISCRETE_H
+#define FL_DISCRETE_H
+
+#include "fl/term/Term.h"
+
+#include "fl/defuzzifier/IntegralDefuzzifier.h"
+
+#include <vector>
+#include <utility>
+
+namespace fl {
+
+ /**
+ The Discrete class is a basic Term that represents a discrete membership
+ function. The pairs of values in any Discrete term **must** be sorted
+ ascendently because the membership function is computed using binary search
+ to find the lower and upper bounds of @f$x@f$.
+
+ @image html discrete.svg
+
+ @author Juan Rada-Vilela, Ph.D.
+ @see Term
+ @see Variable
+ @since 4.0
+ */
+ class FL_API Discrete : public Term {
+ public:
+ typedef std::pair<scalar, scalar> Pair;
+ private:
+ std::vector<Pair> _xy;
+ public:
+ explicit Discrete(const std::string& name = "",
+ const std::vector<Pair>& xy = std::vector<Pair>(),
+ scalar height = 1.0);
+ virtual ~Discrete() FL_IOVERRIDE;
+ FL_DEFAULT_COPY_AND_MOVE(Discrete)
+
+ virtual std::string className() const FL_IOVERRIDE;
+ /**
+ Returns the parameters of the term as `x1 y1 xn yn [height]`
+ @return `x1 y1 xn yn [height]`
+ */
+ virtual std::string parameters() const FL_IOVERRIDE;
+ /**
+ Configures the term with the parameters given as `x1 y1 xn yn [height]`
+ @param parameters as `x1 y1 xn yn [height]`
+ */
+ virtual void configure(const std::string& parameters) FL_IOVERRIDE;
+
+ /**
+ Ascendantly sorts the given pairs of values by the @f$x@f$-value,
+ as it is required by the Discrete term.
+ @param pairs is a vector of pairs of values in the form @f$(x,y)@f$
+ */
+ static void sort(std::vector<Pair>& pairs);
+
+ /**
+ Ascendantly sorts the pairs of values in this Discrete term by the
+ @f$x@f$-coordinate
+ */
+ virtual void sort();
+
+ virtual Complexity complexity() const FL_IOVERRIDE;
+ /**
+ Computes the membership function evaluated at @f$x@f$ by using binary
+ search to find the lower and upper bounds of @f$x@f$ and then linearly
+ interpolating the membership function between the bounds.
+ @param x
+ @return @f$ \dfrac{h (y_{\max} - y_{\min})}{(x_{\max}- x_{\min})} (x - x_{\min}) + y_{\min}@f$
+
+ where @f$h@f$ is the height of the Term,
+ @f$x_{\min}@f$ and @f$x_{\max}@f$is are the lower and upper limits
+ of @f$x@f$ in `xy` (respectively),
+ @f$y_{\min}@f$ and @f$y_{\max}@f$is are the membership functions
+ of @f$\mu(x_{\min})@f$ and @f$\mu(x_{\max})@f$ (respectively)
+ */
+ virtual scalar membership(scalar x) const FL_IOVERRIDE;
+
+ /**
+ Sets the vector of pairs defining the discrete membership function
+ @param pairs is the vector of pairs defining the discrete membership function
+ */
+ virtual void setXY(const std::vector<Pair>& pairs);
+ /**
+ Gets an immutable vector of pairs defining the discrete membership function
+ @return an immutable vector of pairs defining the discrete membership function
+ */
+ virtual const std::vector<Pair>& xy() const;
+ /**
+ Gets a mutable vector of pairs defining the discrete membership function
+ @return a mutable vector of pairs defining the discrete membership function
+ */
+ virtual std::vector<Pair>& xy();
+ /**
+ Gets the immutable pair @f$(x_i,y_i)@f$ at index @f$i@f$
+ @param index is the index @f$i@f$
+ @return the immutable pair @f$(x_i,y_i)@f$
+ */
+ virtual const Pair& xy(std::size_t index) const;
+ /**
+ Gets the mutable pair @f$(x_i,y_i)@f$ at index @f$i@f$
+ @param index is the index @f$i@f$
+ @return a mutable pair @f$(x_i,y_i)@f$
+ */
+ virtual Pair& xy(std::size_t index);
+
+ /**
+ Creates, fills and returns a vector containing the @f$x@f$ values
+ @return a vector containing the @f$x@f$ values
+ */
+ virtual std::vector<scalar> x() const;
+
+ /**
+ Gets the @f$x@f$ value at the given index
+ @return the @f$x@f$ value at the given index
+ */
+ virtual scalar x(std::size_t index) const;
+
+ /**
+ Gets the reference to the @f$x@f$ value at the given index
+ @return the reference to the @f$x@f$ value at the given index
+ */
+ virtual scalar& x(std::size_t index);
+
+ /**
+ Creates, fills and returns a vector containing the @f$y@f$ values
+ @return a vector containing the @f$y@f$ values
+ */
+ virtual std::vector<scalar> y() const;
+
+ /**
+ Gets the @f$y@f$ value at the given index
+ @param index is the index
+ @return the @f$y@f$ value at the given index
+ */
+ virtual scalar y(std::size_t index) const;
+
+ /**
+ Gets the reference to the @f$y@f$ value at the given index
+ @param index is the index
+ @return the reference to the @f$y@f$ value at the given index
+ */
+ virtual scalar& y(std::size_t index);
+ /**
+ Creates a vector of fl::scalar from a vector of Pair given in the
+ form @f$\left(\{x_1,y_1\},...,\{x_n,y_n\}\right)@f$
+ @param xy is the vector of Pair
+ @return a vector of fl::scalar as @f$(x_1,y_1,...,x_n,y_n)@f$
+ */
+ static std::vector<scalar> toVector(const std::vector<Pair>& xy);
+ /**
+ Creates a vector of Pair from a vector of fl::scalar given in the
+ form @f$(x_1,y_1,...,x_n,y_n)@f$
+ @param xy is a vector of fl::scalar given as
+ @f$(x_1,y_1,...,x_n,y_n)@f$
+ @return a vector of Pair in the form
+ @f$\left(\{x_1,y_1\},...,\{x_n,y_n\}\right)@f$
+ @throws fl::Exception if a value is missing, that is, if the length
+ of @f$xy@f$ is odd: @f$|xy|\mod 2 = 1@f$
+ */
+ static std::vector<Pair> toPairs(const std::vector<scalar>& xy);
+ /**
+ Creates a vector of Pair from a vector of fl::scalar given in the
+ form @f$(x_1,y_1,...,x_n,y_n)@f$
+ @param xy is a vector of fl::scalar given as
+ @f$(x_1,y_1,...,x_n,y_n)@f$ possibly missing a value
+ @param missingValue is the replacement in the case a value is missing
+ from @f$xy@f$
+ @return a vector of Pair in the form
+ @f$\left(\{x_1,y_1\},...,\{x_n,y_n\}\right)@f$
+ */
+ static std::vector<Pair> toPairs(const std::vector<scalar>& xy,
+ scalar missingValue) FL_INOEXCEPT;
+
+ /**
+ Formats a vector of Pair into a std::string in the form
+ @f$(x_1,y_1) ... (x_n,y_n)@f$
+ @param xy is the vector of Pair
+ @param prefix indicates the prefix of a Pair, e.g., `(` results in
+ @f$(x_i@f$
+ @param innerSeparator indicates the separator between
+ @f$x@f$ and @f$y@f$, e.g., `,` results in @f$x_i,y_i@f$
+ @param suffix indicates the postfix of a Pair, e.g., `]` results in
+ @f$y_i]@f$
+ @param outerSeparator indicates the separator between Pair, e.g.,
+ `;` results in @f$(x_i,y_i);(x_j,y_j)@f$
+ @return a formatted string containing the pairs of @f$(x,y)@f$ values
+ */
+ static std::string formatXY(const std::vector<Pair>& xy,
+ const std::string& prefix = "(", const std::string& innerSeparator = ",",
+ const std::string& suffix = ")", const std::string& outerSeparator = " ");
+
+ /**
+ Discretizes the given term
+ @param term is the term to discretize
+ @param start is the value from which discretization starts
+ @param end is the value at which discretization ends
+ @param resolution is the number of equally-distributed samples to
+ perform between start and end
+ @param boundedMembershipFunction indicates whether to ensure that
+ @f$\mu(x)\in[0.0,1.0]@f$
+ @return a Discrete term that approximates the given term
+ */
+ static Discrete* discretize(const Term* term, scalar start, scalar end,
+ int resolution = IntegralDefuzzifier::defaultResolution(),
+ bool boundedMembershipFunction = true);
+
+ virtual Discrete* clone() const FL_IOVERRIDE;
+
+ static Term* constructor();
+
+ /**
+ Creates a Discrete term from a variadic set of values.
+ Beware: this method is unsafe and must be used with care by
+ ensuring:
+ - the value `argc` correctly and exactly determines the number of
+ values passed,
+ - the data type of each variadic arguments is the same, e.g.,
+ @f$(1.0, 2.0, 3.0)@f$ are all fl::scalar, whereas in
+ @f$(1.0, 2, 3.0)@f$ the second term is an integer, which will cause
+ memory access issues due to the difference in size between
+ `int` and `fl::scalar`.
+ @param name is the name of the resulting term
+ @param argc is the number of values passed
+ @param x1 is the @f$x@f$ value of the first Pair
+ @param y1 is the @f$y@f$ value of the first Pair
+ @param ... are the remaining pairs of values @f$x_i@f$ and @f$y_i@f$
+ @return a new Discrete term with the given parameters
+ */
+ template <typename T>
+ static Discrete* create(const std::string& name, int argc,
+ T x1, T y1, ...);
+ };
+}
+
+/**
+ Template implementation
+ */
+
+namespace fl {
+
+ template <typename T>
+ inline Discrete* Discrete::create(const std::string& name, int argc,
+ T x1, T y1, ...) {
+ std::vector<scalar> xy(argc);
+ xy.at(0) = x1;
+ xy.at(1) = y1;
+ va_list args;
+ va_start(args, y1);
+ for (int i = 2; i < argc; ++i) {
+ xy.at(i) = (scalar) va_arg(args, T);
+ }
+ va_end(args);
+
+ FL_unique_ptr<Discrete> result(new Discrete(name));
+ if (xy.size() % 2 != 0) {
+ result->setHeight(xy.back());
+ xy.pop_back();
+ }
+ result->setXY(toPairs(xy));
+ return result.release();
+ }
+}
+#endif /* FL_DISCRETE_H */
diff --git a/fuzzylite/fl/term/Function.h b/fuzzylite/fl/term/Function.h
new file mode 100644
index 0000000..14e3427
--- /dev/null
+++ b/fuzzylite/fl/term/Function.h
@@ -0,0 +1,399 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#ifndef FL_FUNCTION_H
+#define FL_FUNCTION_H
+
+#include "fl/term/Term.h"
+
+#include <map>
+#include <string>
+
+namespace fl {
+
+ class Engine;
+
+ /**
+ The Function class is a polynomial Term that represents a generic
+ function @f$ f : x \mapsto f(x) @f$. Every Function object has a public
+ key-value map, namely Function::variables, that links variable names to
+ fl::scalar values, which are utilized to replace the variable names for
+ their respective values in the given formula whenever the function
+ @f$f@f$ is evaluated. Specifically, when the method
+ Function::membership() is called, the name and value of the variable
+ @f$x@f$ are automatically loaded into the map. Furthermore, if an Engine
+ is given, the names of its InputVariable%s and OutputVariable%s will also
+ be automatically loaded into the map linking to their respective input
+ values and (previously defuzzified) output values. The
+ Function::variables need to be manually loaded whenever variables other
+ than @f$x@f$, input variables, and output variables, are expressed in the
+ given formula, always having in mind that (a) the map replaces existing
+ keys, and (b) the variable @f$x@f$, and input variables and output
+ variables of an engine will automatically be replaced and will also take
+ precedence over previously loaded variables.
+
+ Besides the use of Function as a linguistic Term, it is also utilized to
+ convert the text of the Antecedent of a Rule, expressed in infix
+ notation, into postfix notation.
+
+
+ @author Juan Rada-Vilela, Ph.D.
+ @see Term
+ @see Variable
+ @see FunctionFactory
+ @see Antecedent::load()
+ @since 4.0
+ */
+ class FL_API Function : public Term {
+ public:
+ typedef scalar(*Unary)(scalar);
+ typedef scalar(*Binary)(scalar, scalar);
+
+ /**
+ The Element class represents a single element in a formula, be that
+ either a function or an operator. If the Element represents a
+ function, the function can be Unary or Binary, that is, the function
+ take one or two parameters (respectively). Else, if the Element
+ represents an operator, the parameters to be defined are its `arity`,
+ its `precedence`, and its `associativity`.
+ */
+ struct FL_API Element {
+
+ /**
+ Determines the type of the element
+ */
+ enum Type {
+ Operator, Function
+ };
+ /**Name of the element*/
+ std::string name;
+ /**Description of the element*/
+ std::string description;
+ /**Type of the element*/
+ Type type;
+ /**Pointer to unary method*/
+ Unary unary;
+ /**Pointer to binary method*/
+ Binary binary;
+ /**Number of operands required*/
+ int arity;
+ /**Precedence of the element: clarifies which procedures should be
+ performed first in a given mathematical expression
+ (https://en.wikipedia.org/wiki/Order_of_operations)*/
+ int precedence;
+ /**Associativity of the element: determines how operators of the
+ same precedence are grouped in the absence of parentheses
+ (https://en.wikipedia.org/wiki/Operator_associativity)*/
+ int associativity;
+ Element(const std::string& name, const std::string& description, Type type);
+ Element(const std::string& name, const std::string& description,
+ Type type, Unary unary, int precedence = 0, int associativity = -1);
+ Element(const std::string& name, const std::string& description,
+ Type type, Binary binary, int precedence = 0, int associativity = -1);
+ virtual ~Element();
+ FL_DEFAULT_COPY_AND_MOVE(Element)
+
+ /**
+ Indicates whether the element is a Type::Operator
+ @return whether the element is a Type::Operator
+ */
+ virtual bool isOperator() const;
+ /**
+ Indicates whether the element is a Type::Function
+ @return whether the element is a Type::Function
+ */
+ virtual bool isFunction() const;
+ /**
+ Clones the element
+ @return a clone of the element
+ */
+ virtual Element* clone() const;
+
+ /**
+ Returns a description of the element and its members
+ @return a description of the element and its members
+ */
+ virtual std::string toString() const;
+
+ };
+
+ /**
+ The Node class structures a binary tree by storing pointers to a left
+ Node and a right Node, and storing its content as a
+ Function::Element, the name of an InputVariable or OutputVariable, or
+ a constant value.
+ */
+ struct FL_API Node {
+ /**The node takes an operation or a function*/
+ FL_unique_ptr<Element> element;
+ /**The node can have an expression tree on the left*/
+ FL_unique_ptr<Node> left;
+ /**The node can have an expression tree on the right*/
+ FL_unique_ptr<Node> right;
+ /**The node can refer to a variable by name*/
+ std::string variable;
+ /**The node can take an arbitrary floating-point value*/
+ scalar value;
+
+ explicit Node(Element* element, Node* left = fl::null, Node* right = fl::null);
+ explicit Node(const std::string& variable);
+ explicit Node(scalar value);
+ Node(const Node& source);
+ Node& operator=(const Node& rhs);
+ virtual ~Node();
+ FL_DEFAULT_MOVE(Node)
+
+ /**
+ Evaluates the node and substitutes the variables therein for the
+ values passed in the map. The expression tree is evaluated
+ recursively.
+
+ @param variables is a map of substitutions of variable names for
+ fl::scalar%s
+
+ @return a fl::scalar indicating the result of the evaluation of
+ the node
+ */
+ virtual scalar evaluate(const std::map<std::string, scalar>*
+ variables = fl::null) const;
+
+ /**
+ Computes the size of the subtree under the given node. The complexity
+ of calling this method is O(n).
+ @param node is the root of the subtree, which is this node if
+ fl::null is given
+ @return the size of the subtree under the given node
+ */
+ virtual std::size_t treeSize(const Node* node = fl::null) const;
+
+ /**
+ Computes the size of the subtree under the given node whose elements
+ are of the given type. The complexity of calling this method is O(n).
+ @param type is the type of elements to account for
+ @param node is the root of the subtree, which is this node if
+ fl::null is given
+ @return
+ */
+ virtual std::size_t treeSize(Element::Type type,
+ const Node* node = fl::null) const;
+
+ /**
+ Creates a clone of the node.
+ @return a clone of the node
+ */
+ virtual Node* clone() const;
+
+ /**
+ Returns a string with the name of the element, the name of the
+ variable, or the constant value, accordingly.
+ @return a string with the name of the element, the name of the
+ variable, or the constant value, accordingly.
+ */
+ virtual std::string toString() const;
+ /**
+ Returns a prefix representation of the expression tree under the
+ given node
+ @param node is the node to start the prefix representation from.
+ If the node is `fl::null`, then the starting point is `this` node
+ @return a prefix representation of the expression tree under the
+ given node
+ */
+ virtual std::string toPrefix(const Node* node = fl::null) const;
+ /**
+ Returns an infix representation of the expression tree under the
+ given node
+ @param node is the node to start the infix representation from.
+ If the node is `fl::null`, then the starting point is `this` node
+ @return an infix representation of the expression tree under the
+ given node
+ */
+ virtual std::string toInfix(const Node* node = fl::null) const;
+ /**
+ Returns a postfix representation of the expression tree under the
+ given node
+ @param node is the node to start the postfix representation from.
+ If the node is `fl::null`, then the starting point is `this` node
+ @return a postfix representation of the expression tree under the
+ given node
+ */
+ virtual std::string toPostfix(const Node* node = fl::null) const;
+ private:
+ void copyFrom(const Node& source);
+ };
+
+
+
+
+ /******************************
+ * Term
+ ******************************/
+
+ private:
+ FL_unique_ptr<Node> _root;
+ std::string _formula;
+ const Engine* _engine;
+ public:
+ /**A map of variables and substitution values**/
+ mutable std::map<std::string, scalar> variables;
+ explicit Function(const std::string& name = "",
+ const std::string& formula = "", const Engine* engine = fl::null);
+ Function(const Function& other);
+ Function& operator=(const Function& other);
+ virtual ~Function() FL_IOVERRIDE;
+ FL_DEFAULT_MOVE(Function)
+
+ /**
+ Creates a Function term with the given parameters
+ @param name is the name of the term
+ @param formula is the formula defining the membership function
+ @param engine is the engine to which the Function can have access
+ @return a Function term configured with the given parameters
+ @throws fl::Exception if the formula has a syntax error
+ */
+ static Function* create(const std::string& name,
+ const std::string& formula,
+ const Engine* engine = fl::null);
+
+ virtual Complexity complexity() const FL_IOVERRIDE;
+
+ /**
+ Computes the membership function value of @f$x@f$ at the root node.
+ If the engine has been set, the current values of the input variables
+ and output variables are added to the map of Function::variables. In
+ addition, the variable @f$x@f$ will also be added to the map.
+ @param x
+ @return the membership function value of @f$x@f$ at the root node
+ */
+ virtual scalar membership(scalar x) const FL_IOVERRIDE;
+
+ /**
+ Computes the function value of this term using the given map of
+ variable substitutions.
+ @param variables is a map of substitution variables
+ @return the function value of this term using the given map of
+ variable substitutions.
+ */
+ virtual scalar evaluate(const std::map<std::string, scalar>* variables = fl::null) const;
+
+ virtual std::string className() const FL_IOVERRIDE;
+ /**
+ Returns the parameters of the term as `formula`
+ @return `formula`
+ */
+ virtual std::string parameters() const FL_IOVERRIDE;
+ /**
+ Configures the term with the parameters given as `formula`
+ @param parameters as `formula`
+ */
+ virtual void configure(const std::string& parameters) FL_IOVERRIDE;
+
+ /**
+ Sets the formula of the function
+ @param formula is the formula of the function
+ */
+ virtual void setFormula(const std::string& formula);
+ /**
+ Gets the formula of the function
+ @return the formula of the function
+ */
+ virtual std::string getFormula() const;
+
+ /**
+ Sets the engine to which the formula can refer
+ @param engine is the engine to which the formula can refer
+ */
+ virtual void setEngine(const Engine* engine);
+ /**
+ Gets the engine to which the formula can refer
+ @return the engine to which the formula can refer
+ */
+ virtual const Engine* getEngine() const;
+
+ /**
+ Gets the root node of the expression tree defining the Function. The
+ root is `fl::null` if the formula has not been loaded.
+ @return the root node of the expression tree defining the Function,
+ or `fl::null` if the formula has not been loaded
+ */
+ virtual Node* root() const;
+
+ /**
+ Indicates whether the formula is loaded
+ @return whether the formula is loaded
+ */
+ virtual bool isLoaded() const;
+ /**
+ Unloads the formula and resets the map of substitution variables.
+ */
+ virtual void unload();
+ /**
+ Loads the current formula expressed in infix notation
+ */
+ virtual void load();
+ /**
+ Loads the given formula expressed in infix notation
+ @param formula is the right-hand side of a mathematical equation
+ @throws fl::Exception if the formula has syntax errors
+ */
+ virtual void load(const std::string& formula);
+ /**
+ Loads the given formula expressed in infix notation, and sets the
+ engine holding the variables to which the formula refers.
+ @param formula is the right-hand side of a mathematical equation
+ expressed in infix notation
+ @param engine is the engine to which the formula can refer
+ @throws fl::Exception if the formula has syntax errors
+ */
+ virtual void load(const std::string& formula, const Engine* engine);
+ /**
+ Creates a node representing a binary expression tree from the given formula
+ @param formula is the right-hand side of a mathematical equation
+ expressed in infix notation
+ @return a node representing a binary expression tree from the given formula
+ @throws fl::Exception if the formula has syntax errors
+ */
+ virtual Node* parse(const std::string& formula);
+
+ /**
+ Translates the given formula to postfix notation
+ @param formula is the right-hand side of a mathematical equation
+ expressed in infix notation
+ @return the formula represented in postfix notation
+ @throws fl::Exception if the formula has syntax errors
+ */
+ virtual std::string toPostfix(const std::string& formula) const;
+
+ /**
+ Adds spaces to the formula to separate parentheses, commas and
+ function operators such that these are treated as tokens when parsing
+ the function.
+ @param formula is the right-hand side of a mathematical equation
+ expressed in infix notation
+ @return the formula with spaces before and after parentheses, commas
+ and function operators
+ */
+ virtual std::string space(const std::string& formula) const;
+
+ virtual void updateReference(const Engine* engine) FL_IOVERRIDE;
+
+ virtual Function* clone() const FL_IOVERRIDE;
+
+ static Term* constructor();
+
+ };
+}
+#endif /* FL_FUNCTION_H */
+
diff --git a/fuzzylite/fl/term/Gaussian.h b/fuzzylite/fl/term/Gaussian.h
new file mode 100644
index 0000000..9a7475d
--- /dev/null
+++ b/fuzzylite/fl/term/Gaussian.h
@@ -0,0 +1,99 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#ifndef FL_GAUSSIAN_H
+#define FL_GAUSSIAN_H
+
+#include "fl/term/Term.h"
+
+namespace fl {
+
+ /**
+ The Gaussian class is an extended Term that represents the %Gaussian
+ curve membership function.
+
+ @image html gaussian.svg
+
+ @author Juan Rada-Vilela, Ph.D.
+ @see Term
+ @see Variable
+ @since 4.0
+ */
+ class FL_API Gaussian : public Term {
+ private:
+ scalar _mean;
+ scalar _standardDeviation;
+
+ public:
+ explicit Gaussian(const std::string& name = "",
+ scalar mean = fl::nan,
+ scalar standardDeviation = fl::nan,
+ scalar height = 1.0);
+ virtual ~Gaussian() FL_IOVERRIDE;
+ FL_DEFAULT_COPY_AND_MOVE(Gaussian)
+
+ virtual std::string className() const FL_IOVERRIDE;
+ /**
+ Returns the parameters of the term
+ @return `"mean standardDeviation [height]"`
+ */
+ virtual std::string parameters() const FL_IOVERRIDE;
+ /**
+ Configures the term with the parameters
+ @param parameters as `"mean standardDeviation [height]"`
+ */
+ virtual void configure(const std::string& parameters) FL_IOVERRIDE;
+
+ virtual Complexity complexity() const FL_IOVERRIDE;
+ /**
+ Computes the membership function evaluated at @f$x@f$
+ @param x
+ @return @f$ h \times \exp(-(x-\mu)^2/(2\sigma^2))@f$
+
+ where @f$h@f$ is the height of the Term,
+ @f$\mu@f$ is the mean of the Gaussian,
+ @f$\sigma@f$ is the standard deviation of the Gaussian
+ */
+ virtual scalar membership(scalar x) const FL_IOVERRIDE;
+
+ /**
+ Sets the mean of the Gaussian curve
+ @param mean is the mean of the Gaussian curve
+ */
+ virtual void setMean(scalar mean);
+ /**
+ Gets the mean of the Gaussian curve
+ @return the mean of the Gaussian curve
+ */
+ virtual scalar getMean() const;
+
+ /**
+ Sets the standard deviation of the Gaussian curve
+ @param standardDeviation is the standard deviation of the Gaussian curve
+ */
+ virtual void setStandardDeviation(scalar standardDeviation);
+ /**
+ Gets the standard deviation of the Gaussian curve
+ @return the standard deviation of the Gaussian curve
+ */
+ virtual scalar getStandardDeviation() const;
+
+ virtual Gaussian* clone() const FL_IOVERRIDE;
+
+ static Term* constructor();
+ };
+}
+#endif /* FL_GAUSSIAN_H */
diff --git a/fuzzylite/fl/term/GaussianProduct.h b/fuzzylite/fl/term/GaussianProduct.h
new file mode 100644
index 0000000..e4a500c
--- /dev/null
+++ b/fuzzylite/fl/term/GaussianProduct.h
@@ -0,0 +1,138 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#ifndef FL_GAUSSIANPRODUCT_H
+#define FL_GAUSSIANPRODUCT_H
+
+#include "fl/term/Term.h"
+
+namespace fl {
+
+ /**
+ The GaussianProduct class is an extended Term that represents the
+ two-sided %Gaussian membership function.
+
+ @image html gaussianProduct.svg
+
+ @author Juan Rada-Vilela, Ph.D.
+ @see Term
+ @see Variable
+ @since 4.0
+ */
+ class FL_API GaussianProduct : public Term {
+ private:
+ scalar _meanA;
+ scalar _standardDeviationA;
+ scalar _meanB;
+ scalar _standardDeviationB;
+
+ public:
+ explicit GaussianProduct(const std::string& name = "",
+ scalar meanA = fl::nan,
+ scalar standardDeviationA = fl::nan,
+ scalar meanB = fl::nan,
+ scalar standardDeviationB = fl::nan,
+ scalar height = 1.0);
+ virtual ~GaussianProduct() FL_IOVERRIDE;
+ FL_DEFAULT_COPY_AND_MOVE(GaussianProduct)
+
+ virtual std::string className() const FL_IOVERRIDE;
+ /**
+ Provides the parameters of the term
+ @return `"meanA standardDeviationA meanB standardDeviationB [height]"`
+ */
+ virtual std::string parameters() const FL_IOVERRIDE;
+ /**
+ Configures the term with the parameters
+ @param parameters as `"meanA standardDeviationA meanB
+ standardDeviationB [height]"`
+ */
+ virtual void configure(const std::string& parameters) FL_IOVERRIDE;
+
+ virtual Complexity complexity() const FL_IOVERRIDE;
+ /**
+ Computes the membership function evaluated at @f$x@f$
+ @param x
+ @return @f$ h \left((1 - i) + i \times \exp(-(x - \mu_a)^2 /
+ (2\sigma_a^2))\right)
+ \left((1 - j) + j \times \exp(-(x - \mu_b)^2 / (2 \sigma_b)^2)\right)
+ @f$
+
+ where @f$h@f$ is the height of the Term,
+ @f$\mu_a@f$ is the mean of the first GaussianProduct,
+ @f$\sigma_a@f$ is the standard deviation of the first
+ GaussianProduct,
+ @f$\mu_b@f$ is the mean of the second GaussianProduct,
+ @f$\sigma_b@f$ is the standard deviation of the second
+ GaussianProduct,
+ @f$i=\begin{cases}1 & \mbox{if $x \leq \mu_a$} \cr 0
+ &\mbox{otherwise}\end{cases}@f$,
+ @f$j=\begin{cases}1 & \mbox{if $x \geq \mu_b$} \cr 0
+ &\mbox{otherwise}\end{cases}@f$
+ */
+ virtual scalar membership(scalar x) const FL_IOVERRIDE;
+
+ /**
+ Sets the mean of the first %Gaussian curve
+ @param meanA is the mean of the first %Gaussian curve
+ */
+ virtual void setMeanA(scalar meanA);
+ /**
+ Gets the mean of the first %Gaussian curve
+ @return the mean of the first %Gaussian curve
+ */
+ virtual scalar getMeanA() const;
+
+ /**
+ Sets the standard deviation of the first %Gaussian curve
+ @param standardDeviationA is the standard deviation of the first %Gaussian curve
+ */
+ virtual void setStandardDeviationA(scalar standardDeviationA);
+ /**
+ Gets the standard deviation of the first %Gaussian curve
+ @return the standard deviation of the first %Gaussian curve
+ */
+ virtual scalar getStandardDeviationA() const;
+
+ /**
+ Sets the mean of the second %Gaussian curve
+ @param meanB is the mean of the second %Gaussian curve
+ */
+ virtual void setMeanB(scalar meanB);
+ /**
+ Gets the mean of the second %Gaussian curve
+ @return the mean of the second %Gaussian curve
+ */
+ virtual scalar getMeanB() const;
+
+ /**
+ Sets the standard deviation of the second %Gaussian curve
+ @param standardDeviationB is the standard deviation of the second %Gaussian curve
+ */
+ virtual void setStandardDeviationB(scalar standardDeviationB);
+ /**
+ Gets the standard deviation of the second %Gaussian curve
+ @return the standard deviation of the second %Gaussian curve
+ */
+ virtual scalar getStandardDeviationB() const;
+
+ virtual GaussianProduct* clone() const FL_IOVERRIDE;
+
+ static Term* constructor();
+ };
+}
+#endif /* FL_GAUSSIANPRODUCT_H */
+
diff --git a/fuzzylite/fl/term/Linear.h b/fuzzylite/fl/term/Linear.h
new file mode 100644
index 0000000..1105a1d
--- /dev/null
+++ b/fuzzylite/fl/term/Linear.h
@@ -0,0 +1,179 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#ifndef FL_LINEAR_H
+#define FL_LINEAR_H
+
+#include "fl/term/Term.h"
+
+namespace fl {
+ class Engine;
+
+ /**
+ The Linear class is a linear polynomial Term expressed as @f$f(x)=
+ \mathbf{c}\mathbf{v}+k = \sum_i c_iv_i + k@f$, where variable @f$x@f$ is
+ not utilized, @f$\mathbf{v}@f$ is a vector of values from the input
+ variables, @f$\mathbf{c}@f$ is a vector of coefficients, and @f$k@f$ is a
+ constant. Hereinafter, the vector @f$\mathbf{c}^\star=\{c_1, \ldots, c_i,
+ \ldots, c_n, k\}@f$ refers to a vector containing the coefficients of
+ @f$\mathbf{c}@f$ and the constant @f$k@f$.
+
+ @author Juan Rada-Vilela, Ph.D.
+ @see Term
+ @see Variable
+ @since 4.0
+ */
+ class FL_API Linear : public Term {
+ private:
+ /**Contains the coefficients @f$c_i@f$ and the constant @f$k@f$*/
+ std::vector<scalar> _coefficients;
+ const Engine* _engine;
+ public:
+ explicit Linear(const std::string& name = "",
+ const std::vector<scalar>& coefficients = std::vector<scalar>(),
+ const Engine* engine = fl::null);
+ virtual ~Linear() FL_IOVERRIDE;
+ FL_DEFAULT_COPY_AND_MOVE(Linear)
+
+ virtual std::string className() const FL_IOVERRIDE;
+
+ /**
+ Returns the vector @f$\mathbf{c}^\star@f$
+ @return `"c1 ... ci ... cn k"`
+ */
+ virtual std::string parameters() const FL_IOVERRIDE;
+ /**
+ Configures the term with the values of @f$\mathbf{c}^\star@f$
+ @param parameters as `"c1 ... ci ... cn k"`
+ */
+ virtual void configure(const std::string& parameters) FL_IOVERRIDE;
+
+ virtual Complexity complexity() const FL_IOVERRIDE;
+
+ /**
+ Computes the linear function @f$f(x)=\sum_i c_iv_i +k@f$,
+ where @f$v_i@f$ is the value of the input variable @f$i@f$ registered
+ in the Linear::getEngine()
+ @param x is not utilized
+ @return @f$\sum_i c_ix_i +k@f$
+ */
+ virtual scalar membership(scalar x) const FL_IOVERRIDE;
+
+ /**
+ Sets the vector @f$\mathbf{c}^\star@f$ and the Engine from which
+ vector @f$\mathbf{v}@f$ will be retrieved when necessary
+ @param coefficients is the vector @f$\mathbf{c}^\star@f$
+ @param engine is the engine from which @f$\mathbf{v}@f$ will be
+ retrieved when necessary
+ */
+ virtual void set(const std::vector<scalar>& coefficients, const Engine* engine);
+
+ /**
+ Sets the vector @f$\mathbf{c}^\star@f$ of the linear function
+ @param coefficients is the vector @f$\mathbf{c}^\star@f$
+ */
+ virtual void setCoefficients(const std::vector<scalar>& coefficients);
+ /**
+ Gets the immutable vector @f$\mathbf{c}^\star@f$
+ @return the immutable vector @f$\mathbf{c}^\star@f$
+ */
+ virtual const std::vector<scalar>& coefficients() const;
+ /**
+ Gets the mutable vector @f$\mathbf{c}^\star@f$
+ @return the mutable vector @f$\mathbf{c}^\star@f$
+ */
+ virtual std::vector<scalar>& coefficients();
+
+ /**
+ Sets the engine from which the vector @f$\mathbf{v}@f$ will be
+ obtained upon computing the Linear::membership()
+ @param engine is the engine from which the vector @f$\mathbf{v}@f$
+ will be obtained
+ */
+ virtual void setEngine(const Engine* engine);
+ /**
+ Gets the engine from which the vector @f$\mathbf{v}@f$ will be
+ obtained upon computing the Linear::membership()
+ @return the engine from which the vector @f$\mathbf{v}@f$ will be
+ obtained
+ */
+ virtual const Engine* getEngine() const;
+
+ virtual Linear* clone() const FL_IOVERRIDE;
+
+ virtual void updateReference(const Engine* engine) FL_IOVERRIDE;
+
+ static Term* constructor();
+
+ /**
+ Creates a Linear term from a variadic set of coefficients.
+ Beware: this method is unsafe and must be used with care by
+ ensuring:
+
+ - the data type of each variadic arguments is the same, e.g.,
+ @f$(1.0, 2.0, 3.0)@f$ are all fl::scalar%s. You *need* to avoid the
+ case of @f$(1.0, 2, 3.0)@f$, where the second term will be
+ considered as an `int` (different from the others) and cause memory
+ issues due to the difference in size between an `int` and
+ `fl::scalar`; and
+
+ - the number of variadic arguments is exactly the same as the number
+ of input variables in the engine plus one in order to match the
+ size of the vector @f$\mathbf{c}^\star@f$
+
+ @param name is the name of the term
+ @param engine is the engine from which the vector @f$\mathbf{v}@f$
+ will be obtained
+ @param firstCoefficient is the coefficient for the first input
+ variable, namely @f$c_1@f$
+ @param ... is a variadic number of coefficients whose type need to be
+ the same as the first coefficient
+ @return a new Linear term with the given parameters
+ */
+ template <typename T>
+ static Linear* create(const std::string& name, const Engine* engine,
+ T firstCoefficient, ...);
+ };
+}
+
+/**
+ Template implementation
+ */
+
+#include "fl/Engine.h"
+
+namespace fl {
+
+ template <typename T>
+ inline Linear* Linear::create(const std::string& name,
+ const Engine* engine, T firstCoefficient, ...) {
+ if (not engine) throw Exception("[linear error] cannot create term <" + name + "> "
+ "without a reference to the engine", FL_AT);
+ std::vector<scalar> coefficients;
+ coefficients.push_back((scalar) firstCoefficient);
+
+ va_list args;
+ va_start(args, firstCoefficient);
+ for (std::size_t i = 0; i < engine->inputVariables().size(); ++i) {
+ coefficients.push_back((scalar) va_arg(args, T));
+ }
+ va_end(args);
+
+ return new Linear(name, coefficients, engine);
+ }
+}
+#endif /* FL_LINEAR_H */
+
diff --git a/fuzzylite/fl/term/PiShape.h b/fuzzylite/fl/term/PiShape.h
new file mode 100644
index 0000000..24e98ed
--- /dev/null
+++ b/fuzzylite/fl/term/PiShape.h
@@ -0,0 +1,137 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#ifndef FL_PISHAPE_H
+#define FL_PISHAPE_H
+
+#include "fl/term/Term.h"
+
+namespace fl {
+
+ /**
+ The PiShape class is an extended Term that represents the Pi-shaped curve
+ membership function.
+
+ @image html piShape.svg
+
+ @author Juan Rada-Vilela, Ph.D.
+ @see Term
+ @see Variable
+ @since 4.0
+ */
+ class FL_API PiShape : public Term {
+ private:
+ scalar _bottomLeft;
+ scalar _topLeft;
+ scalar _topRight;
+ scalar _bottomRight;
+
+ public:
+ explicit PiShape(const std::string& name = "",
+ scalar bottomLeft = fl::nan,
+ scalar topLeft = fl::nan,
+ scalar topRight = fl::nan,
+ scalar bottomRight = fl::nan,
+ scalar height = 1.0);
+ virtual ~PiShape() FL_IOVERRIDE;
+ FL_DEFAULT_COPY_AND_MOVE(PiShape)
+
+ virtual std::string className() const FL_IOVERRIDE;
+ /**
+ Returns the parameters of the term
+ @return `"bottomLeft topLeft topRight bottomRight [height]"`
+ */
+ virtual std::string parameters() const FL_IOVERRIDE;
+ /**
+ Configures the term with the parameters
+ @param parameters as `"bottomLeft topLeft topRight bottomRight
+ [height]"`
+ */
+ virtual void configure(const std::string& parameters) FL_IOVERRIDE;
+
+ virtual Complexity complexity() const FL_IOVERRIDE;
+ /**
+ Computes the membership function evaluated at @f$x@f$
+ @param x
+ @return @f$\begin{cases}
+ 0h & \mbox{if $x \leq b_l$}\cr
+ 2h \left((x - b_l) / (t_l-b_l)\right)^2 & \mbox{if $x \leq 0.5(a+b)$}\cr
+ h (1 - 2 \left((x - t_l) / (t_l-b_l)\right)^2) & \mbox{if $ x < t_l$}\cr
+ h & \mbox{if $x \leq t_r$}\cr
+ h (1 - 2\left((x - t_r) / (b_r - t_r)\right)^2) & \mbox{if $x \leq 0.5(t_r + b_r)$}\cr
+ 2h \left((x - b_r) / (b_r-t_r)\right)^2 & \mbox{if $x < b_r$} \cr
+ 0h & \mbox{otherwise}
+ \end{cases}@f$
+
+ where @f$h@f$ is the height of the Term,
+ @f$b_l@f$ is the bottom left of the PiShape,
+ @f$t_l@f$ is the top left of the PiShape,
+ @f$t_r@f$ is the top right of the PiShape
+ @f$b_r@f$ is the bottom right of the PiShape,
+ */
+ virtual scalar membership(scalar x) const FL_IOVERRIDE;
+
+ /**
+ Sets the bottom-left value of the curve
+ @param bottomLeft is the bottom-left value of the curve
+ */
+ virtual void setBottomLeft(scalar bottomLeft);
+ /**
+ Gets the bottom-left value of the curve
+ @return the bottom-left value of the curve
+ */
+ virtual scalar getBottomLeft() const;
+
+ /**
+ Sets the top-left value of the curve
+ @param topLeft is the top-left value of the curve
+ */
+ virtual void setTopLeft(scalar topLeft);
+ /**
+ Gets the top-left value of the curve
+ @return the top-left value of the curve
+ */
+ virtual scalar getTopLeft() const;
+
+ /**
+ Sets the top-right value of the curve
+ @param topRight is the top-right value of the curve
+ */
+ virtual void setTopRight(scalar topRight);
+ /**
+ Gets the top-right value of the curve
+ @return the top-right value of the curve
+ */
+ virtual scalar getTopRight() const;
+
+ /**
+ Sets the bottom-right value of the curve
+ @param bottomRight is the bottom-right value of the curve
+ */
+ virtual void setBottomRight(scalar bottomRight);
+ /**
+ Gets the bottom-right value of the curve
+ @return the bottom-right value of the curve
+ */
+ virtual scalar getBottomRight() const;
+
+ virtual PiShape* clone() const FL_IOVERRIDE;
+
+ static Term* constructor();
+ };
+}
+#endif /* FL_PISHAPE_H */
+
diff --git a/fuzzylite/fl/term/Ramp.h b/fuzzylite/fl/term/Ramp.h
new file mode 100644
index 0000000..dc49301
--- /dev/null
+++ b/fuzzylite/fl/term/Ramp.h
@@ -0,0 +1,135 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#ifndef FL_RAMP_H
+#define FL_RAMP_H
+
+#include "fl/term/Term.h"
+
+namespace fl {
+
+ /**
+ The Ramp class is an edge Term that represents the ramp membership
+ function.
+
+ @image html ramp.svg
+
+ @author Juan Rada-Vilela, Ph.D.
+ @see Term
+ @see Variable
+ @since 4.0
+ */
+ class FL_API Ramp : public Term {
+ private:
+ scalar _start, _end;
+
+ public:
+
+ /**
+ Direction is an enumerator that indicates the direction of the ramp.
+ */
+ enum Direction {
+ /** `(_/)` increases to the right */ Positive,
+ /** `(--)` slope is zero */ Zero,
+ /** `(\\_)` increases to the left */ Negative
+ };
+ explicit Ramp(const std::string& name = "",
+ scalar start = fl::nan,
+ scalar end = fl::nan,
+ scalar height = 1.0);
+ virtual ~Ramp() FL_IOVERRIDE;
+ FL_DEFAULT_COPY_AND_MOVE(Ramp)
+
+ virtual std::string className() const FL_IOVERRIDE;
+ /**
+ Returns the parameters of the term
+ @return `"start end [height]"`
+ */
+ virtual std::string parameters() const FL_IOVERRIDE;
+ /**
+ Configures the term with the parameters
+ @param parameters as `"start end [height]"`
+ */
+ virtual void configure(const std::string& parameters) FL_IOVERRIDE;
+
+ virtual Complexity complexity() const FL_IOVERRIDE;
+ /**
+ Computes the membership function evaluated at @f$x@f$
+ @param x
+ @return
+ @f$\begin{cases}
+
+ 0h & \mbox{if $x = e$}\cr
+
+ \begin{cases}
+ 0h & \mbox{if $x \leq s$}\cr
+ 1h & \mbox{if $x \geq e$}\cr
+ h (x - s) / (e - s) & \mbox{otherwise}\cr
+ \end{cases} & \mbox{if $s < e$}\cr
+
+ \begin{cases}
+ 0h & \mbox{if $x \geq s$}\cr
+ 1h & \mbox{if $x \leq e$}\cr
+ h (s - x) / (s - e) & \mbox{otherwise}
+ \end{cases} & \mbox{if $s > e$}\cr
+ \end{cases}@f$
+
+ where @f$h@f$ is the height of the Term,
+ @f$s@f$ is the start of the Ramp,
+ @f$e@f$ is the end of the Ramp
+ */
+ virtual scalar membership(scalar x) const FL_IOVERRIDE;
+
+ virtual scalar tsukamoto(scalar activationDegree,
+ scalar minimum, scalar maximum) const FL_IOVERRIDE;
+
+ virtual bool isMonotonic() const FL_IOVERRIDE;
+
+ /**
+ Sets the start of the ramp
+ @param start is the start of the ramp
+ */
+ virtual void setStart(scalar start);
+ /**
+ Gets the start of the ramp
+ @return the start of the ramp
+ */
+ virtual scalar getStart() const;
+
+ /**
+ Sets the end of the ramp
+ @param end is the end of the ramp
+ */
+ virtual void setEnd(scalar end);
+ /**
+ Gets the end of the ramp
+ @return the end of the ramp
+ */
+ virtual scalar getEnd() const;
+
+ /**
+ Returns the direction of the ramp
+ @return the direction of the ramp
+ */
+ virtual Direction direction() const;
+
+ virtual Ramp* clone() const FL_IOVERRIDE;
+
+ static Term* constructor();
+ };
+}
+#endif /* FL_RAMP_H */
+
diff --git a/fuzzylite/fl/term/Rectangle.h b/fuzzylite/fl/term/Rectangle.h
new file mode 100644
index 0000000..0e29cd2
--- /dev/null
+++ b/fuzzylite/fl/term/Rectangle.h
@@ -0,0 +1,102 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#ifndef FL_RECTANGLE_H
+#define FL_RECTANGLE_H
+
+#include "fl/term/Term.h"
+
+namespace fl {
+
+ /**
+ The Rectangle class is a basic Term that represents the rectangle
+ membership function.
+
+ @image html rectangle.svg
+
+ @author Juan Rada-Vilela, Ph.D.
+ @see Term
+ @see Variable
+ @since 4.0
+ */
+ class FL_API Rectangle : public Term {
+ private:
+ scalar _start, _end;
+
+ public:
+ explicit Rectangle(const std::string& name = "",
+ scalar start = fl::nan,
+ scalar end = fl::nan,
+ scalar height = 1.0);
+ virtual ~Rectangle() FL_IOVERRIDE;
+ FL_DEFAULT_COPY_AND_MOVE(Rectangle)
+
+ virtual std::string className() const FL_IOVERRIDE;
+ /**
+ Returns the parameters of the term
+ @return `"start end [height]"`
+ */
+ virtual std::string parameters() const FL_IOVERRIDE;
+ /**
+ Configures the term with the parameters
+ @param parameters as `"start end [height]"`
+ */
+ virtual void configure(const std::string& parameters) FL_IOVERRIDE;
+
+ virtual Complexity complexity() const FL_IOVERRIDE;
+
+ /**
+ Computes the membership function evaluated at @f$x@f$
+ @param x
+ @return @f$\begin{cases}
+ 1h & \mbox{if $x \in [s, e]$} \cr
+ 0h & \mbox{otherwise}
+ \end{cases}@f$
+
+ where @f$h@f$ is the height of the Term,
+ @f$s@f$ is the start of the Rectangle,
+ @f$e@f$ is the end of the Rectangle.
+ */
+ virtual scalar membership(scalar x) const FL_IOVERRIDE;
+
+ /**
+ Sets the start of the rectangle
+ @param start is the start of the rectangle
+ */
+ virtual void setStart(scalar start);
+ /**
+ Gets the start of the rectangle
+ @return the start of the rectangle
+ */
+ virtual scalar getStart() const;
+
+ /**
+ Sets the end of the rectangle
+ @param end is the end of the rectangle
+ */
+ virtual void setEnd(scalar end);
+ /**
+ Gets the end of the rectangle
+ @return the end of the rectangle
+ */
+ virtual scalar getEnd() const;
+
+ virtual Rectangle* clone() const FL_IOVERRIDE;
+
+ static Term* constructor();
+ };
+}
+#endif /* FL_RECTANGLE_H */
diff --git a/fuzzylite/fl/term/SShape.h b/fuzzylite/fl/term/SShape.h
new file mode 100644
index 0000000..1d107a5
--- /dev/null
+++ b/fuzzylite/fl/term/SShape.h
@@ -0,0 +1,109 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#ifndef FL_SSHAPE_H
+#define FL_SSHAPE_H
+
+#include "fl/term/Term.h"
+
+namespace fl {
+
+ /**
+ The SShape class is an edge Term that represents the S-shaped membership
+ function.
+
+ @image html sShape.svg
+
+ @author Juan Rada-Vilela, Ph.D.
+ @see Term
+ @see Variable
+ @since 4.0
+ */
+ class FL_API SShape : public Term {
+ private:
+ scalar _start, _end;
+
+ public:
+ explicit SShape(const std::string& name = "",
+ scalar start = fl::nan,
+ scalar end = fl::nan,
+ scalar height = 1.0);
+ virtual ~SShape() FL_IOVERRIDE;
+ FL_DEFAULT_COPY_AND_MOVE(SShape)
+
+ virtual std::string className() const FL_IOVERRIDE;
+ /**
+ Returns the parameters of the term
+ @return `"start end [height]"`
+ */
+ virtual std::string parameters() const FL_IOVERRIDE;
+ /**
+ Configures the term with the parameters
+ @param parameters as `"start end [height]"`
+ */
+ virtual void configure(const std::string& parameters) FL_IOVERRIDE;
+
+ virtual Complexity complexity() const FL_IOVERRIDE;
+ /**
+ Computes the membership function evaluated at @f$x@f$
+ @param x
+ @return @f$\begin{cases}
+ 0h & \mbox{if $x \leq s$} \cr
+ h(2 \left((x - s) / (e-s)\right)^2) & \mbox{if $x \leq 0.5(s+e)$}\cr
+ h(1 - 2\left((x - e) / (e-s)\right)^2) & \mbox{if $x < e$}\cr
+ 1h & \mbox{otherwise}
+ \end{cases}@f$
+
+ where @f$h@f$ is the height of the Term,
+ @f$s@f$ is the start of the SShape,
+ @f$e@f$ is the end of the SShape.
+ */
+ virtual scalar membership(scalar x) const FL_IOVERRIDE;
+
+ virtual scalar tsukamoto(scalar activationDegree,
+ scalar minimum, scalar maximum) const FL_IOVERRIDE;
+
+ virtual bool isMonotonic() const FL_IOVERRIDE;
+
+ /**
+ Sets the start of the edge
+ @param start is the start of the edge
+ */
+ virtual void setStart(scalar start);
+ /**
+ Gets the start of the edge
+ @return the start of the edge
+ */
+ virtual scalar getStart() const;
+
+ /**
+ Sets the end of the edge
+ @param end is the end of the edge
+ */
+ virtual void setEnd(scalar end);
+ /**
+ Gets the end of the edge
+ @return the end of the edge
+ */
+ virtual scalar getEnd() const;
+
+ virtual SShape* clone() const FL_IOVERRIDE;
+
+ static Term* constructor();
+ };
+}
+#endif /* FL_SSHAPE_H */
+
diff --git a/fuzzylite/fl/term/Sigmoid.h b/fuzzylite/fl/term/Sigmoid.h
new file mode 100644
index 0000000..bde9c2f
--- /dev/null
+++ b/fuzzylite/fl/term/Sigmoid.h
@@ -0,0 +1,120 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#ifndef FL_SIGMOID_H
+#define FL_SIGMOID_H
+
+#include "fl/term/Term.h"
+
+namespace fl {
+
+ /**
+ The Sigmoid class is an edge Term that represents the sigmoid membership
+ function.
+
+ @image html sigmoid.svg
+
+ @author Juan Rada-Vilela, Ph.D.
+ @see Term
+ @see Variable
+ @since 4.0
+ */
+ class FL_API Sigmoid : public Term {
+ private:
+ scalar _inflection;
+ scalar _slope;
+ public:
+
+ /**
+ Direction is an enumerator that indicates the direction of the
+ sigmoid.
+ */
+ enum Direction {
+ /** `(_/)` increases to the right */ Positive,
+ /** `(--)` slope is zero */ Zero,
+ /** `(\\_)` increases to the left */ Negative
+ };
+ explicit Sigmoid(const std::string& name = "",
+ scalar inflection = fl::nan,
+ scalar slope = fl::nan,
+ scalar height = 1.0);
+ virtual ~Sigmoid() FL_IOVERRIDE;
+ FL_DEFAULT_COPY_AND_MOVE(Sigmoid)
+
+ virtual std::string className() const FL_IOVERRIDE;
+ /**
+ Returns the parameters of the term
+ @return `"inflection slope [height]"`
+ */
+ virtual std::string parameters() const FL_IOVERRIDE;
+ /**
+ Configures the term with the parameters
+ @param parameters as `"inflection slope [height]"`
+ */
+ virtual void configure(const std::string& parameters) FL_IOVERRIDE;
+
+ virtual Complexity complexity() const FL_IOVERRIDE;
+
+ /**
+ Computes the membership function evaluated at @f$x@f$
+ @param x
+ @return @f$ h / (1 + \exp(-s(x-i)))@f$
+
+ where @f$h@f$ is the height of the Term,
+ @f$s@f$ is the slope of the Sigmoid,
+ @f$i@f$ is the inflection of the Sigmoid
+ */
+ virtual scalar membership(scalar x) const FL_IOVERRIDE;
+
+ virtual scalar tsukamoto(scalar activationDegree,
+ scalar minimum, scalar maximum) const FL_IOVERRIDE;
+
+ virtual bool isMonotonic() const FL_IOVERRIDE;
+
+ /**
+ Sets the inflection of the sigmoid
+ @param inflection is the inflection of the sigmoid
+ */
+ virtual void setInflection(scalar inflection);
+ /**
+ Gets the inflection of the sigmoid
+ @return the inflection of the sigmoid
+ */
+ virtual scalar getInflection() const;
+
+ /**
+ Sets the slope of the sigmoid
+ @param slope is the slope of the sigmoid
+ */
+ virtual void setSlope(scalar slope);
+ /**
+ Gets the slope of the sigmoid
+ @return the slope of the sigmoid
+ */
+ virtual scalar getSlope() const;
+
+ /**
+ Returns the direction of the sigmoid
+ @return the direction of the sigmoid
+ */
+ virtual Direction direction() const;
+
+ virtual Sigmoid* clone() const FL_IOVERRIDE;
+
+ static Term* constructor();
+ };
+}
+#endif /* FL_SIGMOID_H */
diff --git a/fuzzylite/fl/term/SigmoidDifference.h b/fuzzylite/fl/term/SigmoidDifference.h
new file mode 100644
index 0000000..4861584
--- /dev/null
+++ b/fuzzylite/fl/term/SigmoidDifference.h
@@ -0,0 +1,131 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#ifndef FL_SIGMOIDDIFFERENCE_H
+#define FL_SIGMOIDDIFFERENCE_H
+
+#include "fl/term/Term.h"
+
+namespace fl {
+
+ /**
+ The SigmoidDifference class is an extended Term that represents the
+ difference between two sigmoidal membership functions.
+
+ @image html sigmoidDifference.svg
+
+ @author Juan Rada-Vilela, Ph.D.
+ @see Term
+ @see Variable
+ @since 4.0
+ */
+ class FL_API SigmoidDifference : public Term {
+ private:
+ scalar _left;
+ scalar _rising;
+ scalar _falling;
+ scalar _right;
+
+ public:
+ explicit SigmoidDifference(const std::string& name = "",
+ scalar left = fl::nan,
+ scalar rising = fl::nan,
+ scalar falling = fl::nan,
+ scalar right = fl::nan,
+ scalar height = 1.0);
+ virtual ~SigmoidDifference() FL_IOVERRIDE;
+ FL_DEFAULT_COPY_AND_MOVE(SigmoidDifference)
+
+ virtual std::string className() const FL_IOVERRIDE;
+ /**
+ Returns the parameters of the term
+ @return `"left rising falling right [height]"`
+ */
+ virtual std::string parameters() const FL_IOVERRIDE;
+ /**
+ Configures the term with the parameters
+ @param parameters as `"left rising falling right [height]"`
+ */
+ virtual void configure(const std::string& parameters) FL_IOVERRIDE;
+
+ virtual Complexity complexity() const FL_IOVERRIDE;
+
+ /**
+ Computes the membership function evaluated at @f$x@f$
+ @param x
+ @return @f$ h (a-b)@f$
+
+ where @f$h@f$ is the height of the Term,
+ @f$a= 1 / (1 + \exp(-s_l \times (x - i_l))) @f$,
+ @f$b = 1 / (1 + \exp(-s_r \times (x - i_r)))@f$,
+ @f$i_l@f$ is the left inflection of the SigmoidDifference,
+ @f$s_l@f$ is the left slope of the SigmoidDifference,
+ @f$i_r@f$ is the right inflection of the SigmoidDifference,
+ @f$s_r@f$ is the right slope of the SigmoidDifference
+ */
+ virtual scalar membership(scalar x) const FL_IOVERRIDE;
+
+ /**
+ Sets the inflection of the left sigmoidal curve
+ @param leftInflection is the inflection of the left sigmoidal curve
+ */
+ virtual void setLeft(scalar leftInflection);
+ /**
+ Gets the inflection of the left sigmoidal curve
+ @return the inflection of the left sigmoidal curve
+ */
+ virtual scalar getLeft() const;
+
+ /**
+ Sets the slope of the left sigmoidal curve
+ @param risingSlope is the slope of the left sigmoidal curve
+ */
+ virtual void setRising(scalar risingSlope);
+ /**
+ Gets the slope of the left sigmoidal curve
+ @return the slope of the left sigmoidal curve
+ */
+ virtual scalar getRising() const;
+
+ /**
+ Sets the slope of the right sigmoidal curve
+ @param fallingSlope is the slope of the right sigmoidal curve
+ */
+ virtual void setFalling(scalar fallingSlope);
+ /**
+ Gets the slope of the right sigmoidal curve
+ @return the slope of the right sigmoidal curve
+ */
+ virtual scalar getFalling() const;
+
+ /**
+ Sets the inflection of the right sigmoidal curve
+ @param rightInflection is the inflection of the right sigmoidal curve
+ */
+ virtual void setRight(scalar rightInflection);
+ /**
+ Gets the inflection of the right sigmoidal curve
+ @return the inflection of the right sigmoidal curve
+ */
+ virtual scalar getRight() const;
+
+ virtual SigmoidDifference* clone() const FL_IOVERRIDE;
+
+ static Term* constructor();
+ };
+}
+#endif /* FL_SIGMOIDDIFFERENCE_H */
+
diff --git a/fuzzylite/fl/term/SigmoidProduct.h b/fuzzylite/fl/term/SigmoidProduct.h
new file mode 100644
index 0000000..19cd4d7
--- /dev/null
+++ b/fuzzylite/fl/term/SigmoidProduct.h
@@ -0,0 +1,132 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#ifndef FL_SIGMOIDPRODUCT_H
+#define FL_SIGMOIDPRODUCT_H
+
+#include "fl/term/Term.h"
+
+namespace fl {
+
+ /**
+ The SigmoidProduct class is an extended Term that represents the product
+ of two sigmoidal membership functions.
+
+ @image html sigmoidProduct.svg
+
+ @author Juan Rada-Vilela, Ph.D.
+ @see Term
+ @see Variable
+ @since 4.0
+ */
+ class FL_API SigmoidProduct : public Term {
+ private:
+ scalar _left;
+ scalar _rising;
+ scalar _falling;
+ scalar _right;
+
+ public:
+ explicit SigmoidProduct(const std::string& name = "",
+ scalar left = fl::nan,
+ scalar rising = fl::nan,
+ scalar falling = fl::nan,
+ scalar right = fl::nan,
+ scalar height = 1.0);
+ virtual ~SigmoidProduct() FL_IOVERRIDE;
+ FL_DEFAULT_COPY_AND_MOVE(SigmoidProduct)
+
+ virtual std::string className() const FL_IOVERRIDE;
+ /**
+ Returns the parameters of the term
+ @return `"left rising falling right [height]"`
+ */
+ virtual std::string parameters() const FL_IOVERRIDE;
+ /**
+ Configures the term with the parameters
+ @param parameters as `"left rising falling right [height]"`
+ */
+ virtual void configure(const std::string& parameters) FL_IOVERRIDE;
+
+ virtual Complexity complexity() const FL_IOVERRIDE;
+
+ /**
+ Computes the membership function evaluated at @f$x@f$
+ @param x
+ @return @f$ h (a \times b)@f$
+
+ where @f$h@f$ is the height,
+ @f$a= 1 / (1 + \exp(-s_l *\times (x - i_l))) @f$,
+ @f$b = 1 / (1 + \exp(-s_r \times (x - i_r)))@f$,
+ @f$i_l@f$ is the left inflection of the SigmoidProduct,
+ @f$s_l@f$ is the left slope of the SigmoidProduct,
+ @f$i_r@f$ is the right inflection of the SigmoidProduct,
+ @f$s_r@f$ is the right slope of the SigmoidProduct
+ */
+ virtual scalar membership(scalar x) const FL_IOVERRIDE;
+
+ /**
+ Sets the inflection of the left sigmoidal curve
+ @param leftInflection is the inflection of the left sigmoidal curve
+ */
+ virtual void setLeft(scalar leftInflection);
+ /**
+ Gets the inflection of the left sigmoidal curve
+ @return the inflection of the left sigmoidal curve
+ */
+ virtual scalar getLeft() const;
+
+ /**
+ Sets the slope of the left sigmoidal curve
+ @param risingSlope is the slope of the left sigmoidal curve
+ */
+ virtual void setRising(scalar risingSlope);
+ /**
+ Gets the slope of the left sigmoidal curve
+ @return the slope of the left sigmoidal curve
+ */
+ virtual scalar getRising() const;
+
+ /**
+ Sets the slope of the right sigmoidal curve
+ @param fallingSlope is the slope of the right sigmoidal curve
+ */
+ virtual void setFalling(scalar fallingSlope);
+ /**
+ Gets the slope of the right sigmoidal curve
+ @return the slope of the right sigmoidal curve
+ */
+ virtual scalar getFalling() const;
+
+ /**
+ Sets the inflection of the right sigmoidal curve
+ @param rightInflection is the inflection of the right sigmoidal curve
+ */
+ virtual void setRight(scalar rightInflection);
+ /**
+ Gets the inflection of the right sigmoidal curve
+ @return the inflection of the right sigmoidal curve
+ */
+ virtual scalar getRight() const;
+
+
+ virtual SigmoidProduct* clone() const FL_IOVERRIDE;
+
+ static Term* constructor();
+ };
+}
+#endif /* FL_SIGMOIDPRODUCT_H */
+
diff --git a/fuzzylite/fl/term/Spike.h b/fuzzylite/fl/term/Spike.h
new file mode 100644
index 0000000..7349307
--- /dev/null
+++ b/fuzzylite/fl/term/Spike.h
@@ -0,0 +1,98 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#ifndef FL_SPIKE_H
+#define FL_SPIKE_H
+
+#include "fl/term/Term.h"
+
+namespace fl {
+
+ /**
+ The Spike class is an extended Term that represents the spike membership
+ function.
+
+ @image html spike.svg
+
+ @author Juan Rada-Vilela, Ph.D.
+ @see Term
+ @see Variable
+ @since 5.0
+ */
+ class FL_API Spike : public Term {
+ private:
+ scalar _center, _width;
+ public:
+ explicit Spike(const std::string& name = "",
+ scalar center = fl::nan,
+ scalar width = fl::nan,
+ scalar height = 1.0);
+ virtual ~Spike() FL_IOVERRIDE;
+ FL_DEFAULT_COPY_AND_MOVE(Spike)
+
+ virtual std::string className() const FL_IOVERRIDE;
+ /**
+ Returns the parameters of the term
+ @return `"center width [height]"`
+ */
+ virtual std::string parameters() const FL_IOVERRIDE;
+ /**
+ Configures the term with the parameters
+ @param parameters as `"center width [height]"`
+ */
+ virtual void configure(const std::string& parameters) FL_IOVERRIDE;
+
+ virtual Complexity complexity() const FL_IOVERRIDE;
+ /**
+ Computes the membership function evaluated at @f$x@f$
+ @param x
+ @return @f$h \times \exp(-|10 / w (x - c)|)@f$
+
+ where @f$h@f$ is the height of the Term,
+ @f$w@f$ is the width of the Spike,
+ @f$c@f$ is the center of the Spike
+ */
+ virtual scalar membership(scalar x) const FL_IOVERRIDE;
+
+ /**
+ Sets the center of the spike
+ @param center is the center of the spike
+ */
+ virtual void setCenter(scalar center);
+ /**
+ Gets the center of the spike
+ @return the center of the spike
+ */
+ virtual scalar getCenter() const;
+
+ /**
+ Sets the width of the spike
+ @param width is the width of the spike
+ */
+ virtual void setWidth(scalar width);
+ /**
+ Gets the width of the spike
+ @return the width of the spike
+ */
+ virtual scalar getWidth() const;
+
+ virtual Spike* clone() const FL_IOVERRIDE;
+
+ static Term* constructor();
+ };
+}
+#endif /* FL_SPIKE_H */
+
diff --git a/fuzzylite/fl/term/Term.h b/fuzzylite/fl/term/Term.h
new file mode 100644
index 0000000..31dcabd
--- /dev/null
+++ b/fuzzylite/fl/term/Term.h
@@ -0,0 +1,165 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#ifndef FL_TERM_H
+#define FL_TERM_H
+
+#include "fl/fuzzylite.h"
+
+#include "fl/Operation.h"
+#include "fl/Complexity.h"
+
+#include <cmath>
+#include <string>
+#include <vector>
+
+namespace fl {
+ class Engine;
+
+ /**
+ The Term class is the abstract class for linguistic terms. The linguistic
+ terms in this library can be divided in four groups as: `basic`,
+ `extended`, `edge`, and `function`. The `basic` terms are Triangle,
+ Trapezoid, Rectangle, and Discrete. The `extended` terms are Bell,
+ Binary, Cosine, Gaussian, GaussianProduct, PiShape, SigmoidDifference,
+ SigmoidProduct, and Spike. The `edge` terms are Concave, Ramp, Sigmoid,
+ SShape, and ZShape. The `function` terms are Constant, Linear, and
+ Function.
+
+ In the figure below, the `basic` terms are represented in the first
+ column, and the `extended` terms in the second and third columns. The
+ `edge` terms are represented in the fifth and sixth rows, and the
+ `function` terms in the last row.
+
+ @image html terms.svg
+
+ @author Juan Rada-Vilela, Ph.D.
+ @see Variable
+ @see InputVariable
+ @see OutputVariable
+ @since 4.0
+ */
+ class FL_API Term {
+ private:
+ std::string _name;
+ protected:
+ scalar _height;
+ public:
+
+ explicit Term(const std::string& name = "", scalar height = 1.0);
+ virtual ~Term();
+ FL_DEFAULT_COPY_AND_MOVE(Term)
+
+ /**
+ Sets the name of the term
+ @param name is the name of term
+ */
+ virtual void setName(const std::string& name);
+ /**
+ Gets the name of the term
+ @return the name of the term
+ */
+ virtual std::string getName() const;
+
+ /**
+ Sets the height of the term
+ @param height is the height of the term
+ */
+ virtual void setHeight(scalar height);
+ /**
+ Gets the height of the term
+ @return the height of the term
+ */
+ virtual scalar getHeight() const;
+
+ /**
+ Returns the representation of the term in the FuzzyLite Language
+ @return the representation of the term in FuzzyLite Language
+ @see FllExporter
+ */
+ virtual std::string toString() const;
+
+ /**
+ Returns the name of the class of the term
+ @return the name of the class of the term
+ */
+ virtual std::string className() const = 0;
+ /**
+ Returns the parameters to configure the term. The parameters are
+ separated by spaces. If there is one additional parameter, the
+ parameter will be considered as the height of the term; otherwise,
+ the height will be set to @f$1.0@f$
+ @return the parameters to configure the term (@see Term::configure())
+ */
+ virtual std::string parameters() const = 0;
+ /**
+ Configures the term with the given parameters. The parameters are
+ separated by spaces. If there is one additional parameter, the
+ parameter will be considered as the height of the term; otherwise,
+ the height will be set to @f$1.0@f$
+ @param parameters is the parameters to configure the term
+ */
+ virtual void configure(const std::string& parameters) = 0;
+
+ /**
+ Computes the estimated complexity of evaluating the membership function
+ @return the estimated complexity of evaluating the membership function
+ */
+ virtual Complexity complexity() const = 0;
+
+ /**
+ Computes the membership function value at @f$x@f$
+ @param x
+ @return the membership function value @f$\mu(x)@f$
+ */
+ virtual scalar membership(scalar x) const = 0;
+
+ /**
+ Creates a clone of the term
+ @return a clone of the term
+ */
+ virtual Term* clone() const = 0;
+
+ /**
+ Updates the references (if any) to point to the current engine (useful
+ when cloning engines or creating terms within Importer objects
+ @param engine is the engine to which this term belongs to
+ */
+ virtual void updateReference(const Engine* engine);
+
+ /**
+ For monotonic terms, computes the tsukamoto value of the term for the
+ given activation degree @f$\alpha@f$, that is,
+ @f$ g_j(\alpha) = \{ z \in\mathbb{R} : \mu_j(z) = \alpha \} $@f. If
+ the term is not monotonic (or does not override this method) the
+ method computes the membership function @f$\mu(\alpha)@f$.
+ @param activationDegree is the activationDegree
+ @param minimum is the minimum value of the range of the term
+ @param maximum is the maximum value of the range of the term
+ @return the tsukamoto value of the term for the given activation degree
+ if the term is monotonic (or overrides this method), or
+ the membership function for the activation degree otherwise.
+ */
+ virtual scalar tsukamoto(scalar activationDegree, scalar minimum, scalar maximum) const;
+
+ /**
+ Indicates whether the term is monotonic.
+ @return whether the term is monotonic.
+ */
+ virtual bool isMonotonic() const;
+ };
+}
+#endif /* FL_TERM_H */
diff --git a/fuzzylite/fl/term/Trapezoid.h b/fuzzylite/fl/term/Trapezoid.h
new file mode 100644
index 0000000..ebf5ed8
--- /dev/null
+++ b/fuzzylite/fl/term/Trapezoid.h
@@ -0,0 +1,129 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#ifndef FL_TRAPEZOID_H
+#define FL_TRAPEZOID_H
+
+#include "fl/term/Term.h"
+
+namespace fl {
+
+ /**
+ The Trapezoid class is a basic Term that represents the trapezoidal
+ membership function.
+
+ @image html trapezoid.svg
+
+ @author Juan Rada-Vilela, Ph.D.
+ @see Term
+ @see Variable
+ @since 4.0
+ */
+ class FL_API Trapezoid : public Term {
+ private:
+ scalar _vertexA, _vertexB, _vertexC, _vertexD;
+ public:
+ explicit Trapezoid(const std::string& name = "",
+ scalar vertexA = fl::nan,
+ scalar vertexB = fl::nan,
+ scalar vertexC = fl::nan,
+ scalar vertexD = fl::nan,
+ scalar height = 1.0);
+ virtual ~Trapezoid() FL_IOVERRIDE;
+ FL_DEFAULT_COPY_AND_MOVE(Trapezoid)
+
+ virtual std::string className() const FL_IOVERRIDE;
+ /**
+ Returns the parameters of the term
+ @return `"vertexA vertexB vertexC vertexD [height]"`
+ */
+ virtual std::string parameters() const FL_IOVERRIDE;
+ /**
+ Configures the term with the parameters
+ @param parameters as `"vertexA vertexB vertexC vertexD [height]"`
+ */
+ virtual void configure(const std::string& parameters) FL_IOVERRIDE;
+
+ virtual Complexity complexity() const FL_IOVERRIDE;
+ /**
+ Computes the membership function evaluated at @f$x@f$
+ @param x
+ @return @f$\begin{cases}
+ 0h & \mbox{if $x \not\in[a,d]$}\cr
+ h \times \min(1, (x - a) / (b - a)) & \mbox{if $x < b$}\cr
+ 1h & \mbox{if $x \leq c$}\cr
+ h (d - x) / (d - c) & \mbox{if $x < d$}\cr
+ 0h & \mbox{otherwise}
+ \end{cases}@f$
+
+ where @f$h@f$ is the height of the Term,
+ @f$a@f$ is the first vertex of the Trapezoid,
+ @f$b@f$ is the second vertex of the Trapezoid,
+ @f$c@f$ is the third vertex of the Trapezoid,
+ @f$d@f$ is the fourth vertex of the Trapezoid
+ */
+ virtual scalar membership(scalar x) const FL_IOVERRIDE;
+
+ /**
+ Sets the first vertex of the trapezoid
+ @param a is the first vertex of the trapezoid
+ */
+ virtual void setVertexA(scalar a);
+ /**
+ Gets the first vertex of the trapezoid
+ @return the first vertex of the trapezoid
+ */
+ virtual scalar getVertexA() const;
+
+ /**
+ Sets the second vertex of the trapezoid
+ @param b is the second vertex of the trapezoid
+ */
+ virtual void setVertexB(scalar b);
+ /**
+ Gets the second vertex of the trapezoid
+ @return the second vertex of the trapezoid
+ */
+ virtual scalar getVertexB() const;
+
+ /**
+ Sets the third vertex of the trapezoid
+ @param c is the third vertex of the trapezoid
+ */
+ virtual void setVertexC(scalar c);
+ /**
+ Gets the third vertex of the trapezoid
+ @return the third vertex of the trapezoid
+ */
+ virtual scalar getVertexC() const;
+
+ /**
+ Sets the fourth vertex of the trapezoid
+ @param d is the fourth vertex of the trapezoid
+ */
+ virtual void setVertexD(scalar d);
+ /**
+ Gets the fourth vertex of the trapezoid
+ @return the fourth vertex of the trapezoid
+ */
+ virtual scalar getVertexD() const;
+
+ virtual Trapezoid* clone() const FL_IOVERRIDE;
+
+ static Term* constructor();
+ };
+}
+#endif /* FL_TRAPEZOID_H */
diff --git a/fuzzylite/fl/term/Triangle.h b/fuzzylite/fl/term/Triangle.h
new file mode 100644
index 0000000..8b16fa9
--- /dev/null
+++ b/fuzzylite/fl/term/Triangle.h
@@ -0,0 +1,118 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#ifndef FL_TRIANGLE_H
+#define FL_TRIANGLE_H
+
+#include "fl/term/Term.h"
+
+namespace fl {
+
+ /**
+ The Triangle class is a basic Term that represents the triangular
+ membership function.
+
+ @image html triangle.svg
+
+ @author Juan Rada-Vilela, Ph.D.
+ @see Term
+ @see Variable
+ @since 4.0
+ */
+ class FL_API Triangle : public Term {
+ private:
+ scalar _vertexA;
+ scalar _vertexB;
+ scalar _vertexC;
+ public:
+ explicit Triangle(const std::string& name = "",
+ scalar vertexA = fl::nan,
+ scalar vertexB = fl::nan,
+ scalar vertexC = fl::nan,
+ scalar height = 1.0);
+ virtual ~Triangle() FL_IOVERRIDE;
+ FL_DEFAULT_COPY_AND_MOVE(Triangle)
+
+ virtual std::string className() const FL_IOVERRIDE;
+ /**
+ Returns the parameters of the term
+ @return `"vertexA vertexB vertexC [height]"`
+ */
+ virtual std::string parameters() const FL_IOVERRIDE;
+ /**
+ Configures the term with the parameters
+ @param parameters as `"vertexA vertexB vertexC [height]"`
+ */
+ virtual void configure(const std::string& parameters) FL_IOVERRIDE;
+
+ virtual Complexity complexity() const FL_IOVERRIDE;
+ /**
+ Computes the membership function evaluated at @f$x@f$
+ @param x
+ @return @f$\begin{cases}
+ 0h & \mbox{if $x \not\in [a,c]$}\cr
+ 1h & \mbox{if $x = b$}\cr
+ h (x - a) / (b - a) & \mbox{if $x < b$} \cr
+ h (c - x) / (c - b) & \mbox{otherwise}
+ \end{cases}@f$
+
+ where @f$h@f$ is the height of the Term,
+ @f$a@f$ is the first vertex of the Triangle,
+ @f$b@f$ is the second vertex of the Triangle,
+ @f$c@f$ is the third vertex of the Triangle
+ */
+ virtual scalar membership(scalar x) const FL_IOVERRIDE;
+
+ /**
+ Sets the first vertex of the triangle
+ @param a is the first vertex of the triangle
+ */
+ virtual void setVertexA(scalar a);
+ /**
+ Gets the first vertex of the triangle
+ @return the first vertex of the triangle
+ */
+ virtual scalar getVertexA() const;
+
+ /**
+ Sets the second vertex of the triangle
+ @param b is the second vertex of the triangle
+ */
+ virtual void setVertexB(scalar b);
+ /**
+ Gets the second vertex of the triangle
+ @return the second vertex of the triangle
+ */
+ virtual scalar getVertexB() const;
+
+ /**
+ Sets the third vertex of the triangle
+ @param c is the third vertex of the triangle
+ */
+ virtual void setVertexC(scalar c);
+ /**
+ Gets the third vertex of the triangle
+ @return the third vertex of the triangle
+ */
+ virtual scalar getVertexC() const;
+
+ virtual Triangle* clone() const FL_IOVERRIDE;
+
+ static Term* constructor();
+
+ };
+}
+#endif /* FL_TRIANGLE_H */
diff --git a/fuzzylite/fl/term/ZShape.h b/fuzzylite/fl/term/ZShape.h
new file mode 100644
index 0000000..1737891
--- /dev/null
+++ b/fuzzylite/fl/term/ZShape.h
@@ -0,0 +1,111 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#ifndef FL_ZSHAPE_H
+#define FL_ZSHAPE_H
+
+#include "fl/term/Term.h"
+
+namespace fl {
+
+ /**
+ The ZShape class is an edge Term that represents the Z-shaped membership
+ function.
+
+ @image html zShape.svg
+
+ @author Juan Rada-Vilela, Ph.D.
+ @see Term
+ @see Variable
+ @since 4.0
+ */
+
+ class FL_API ZShape : public Term {
+ private:
+ scalar _start, _end;
+
+ public:
+ explicit ZShape(const std::string& name = "",
+ scalar _start = fl::nan,
+ scalar _end = fl::nan,
+ scalar _height = 1.0);
+ virtual ~ZShape() FL_IOVERRIDE;
+ FL_DEFAULT_COPY_AND_MOVE(ZShape)
+
+ virtual std::string className() const FL_IOVERRIDE;
+ /**
+ Returns the parameters of the term
+ @return `"start end [height]"`
+ */
+ virtual std::string parameters() const FL_IOVERRIDE;
+ /**
+ Configures the term with the parameters
+ @param parameters as `"start end [height]"`
+ */
+ virtual void configure(const std::string& parameters) FL_IOVERRIDE;
+
+ virtual Complexity complexity() const FL_IOVERRIDE;
+ /**
+ Computes the membership function evaluated at @f$x@f$
+ @param x
+ @return @f$ \begin{cases}
+ 1h & \mbox{if $x \leq s$} \cr
+ h(1 - 2\left((x - s) / (e-s)\right)^2) & \mbox{if $x \leq 0.5(s+e)$}\cr
+ h(2 \left((x - e) / (e-s)\right)^2) & \mbox{if $x < e$}\cr
+ 0h & \mbox{otherwise}
+ \end{cases}@f$
+
+ where @f$h@f$ is the height of the Term,
+ @f$s@f$ is the start of the ZShape,
+ @f$e@f$ is the end of the ZShape.
+ */
+ virtual scalar membership(scalar x) const FL_IOVERRIDE;
+
+ virtual scalar tsukamoto(scalar activationDegree,
+ scalar minimum, scalar maximum) const FL_IOVERRIDE;
+
+ virtual bool isMonotonic() const FL_IOVERRIDE;
+
+ /**
+ Sets the start of the edge
+ @param start is the start of the edge
+ */
+ virtual void setStart(scalar start);
+ /**
+ Gets the start of the edge
+ @return the start of the edge
+ */
+ virtual scalar getStart() const;
+
+ /**
+ Sets the end of the edge
+ @param end is the end of the edge
+ */
+ virtual void setEnd(scalar end);
+ /**
+ Gets the end of the edge
+ @return the end of the edge
+ */
+ virtual scalar getEnd() const;
+
+ virtual ZShape* clone() const FL_IOVERRIDE;
+
+ static Term* constructor();
+
+ };
+}
+#endif /* ZSHAPE_H */
+
diff --git a/fuzzylite/fl/variable/InputVariable.h b/fuzzylite/fl/variable/InputVariable.h
new file mode 100644
index 0000000..3201e3d
--- /dev/null
+++ b/fuzzylite/fl/variable/InputVariable.h
@@ -0,0 +1,60 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#ifndef FL_INPUTVARIABLE_H
+#define FL_INPUTVARIABLE_H
+
+#include "fl/variable/Variable.h"
+
+namespace fl {
+
+ /**
+ The InputVariable class is a Variable that represents an input of the
+ fuzzy logic controller.
+
+ @author Juan Rada-Vilela, Ph.D.
+ @see Variable
+ @see OutputVariable
+ @see Term
+ @since 4.0
+ */
+ class FL_API InputVariable : public Variable {
+ public:
+ explicit InputVariable(const std::string& name = "",
+ scalar minimum = -fl::inf,
+ scalar maximum = fl::inf);
+ virtual ~InputVariable() FL_IOVERRIDE;
+ FL_DEFAULT_COPY_AND_MOVE(InputVariable)
+
+ /**
+ Evaluates the membership function of the current input value @f$x@f$
+ for each term @f$i@f$, resulting in a fuzzy input value in the form
+ @f$\tilde{x}=\sum_i{\mu_i(x)/i}@f$. This is equivalent to a call to
+ Variable::fuzzify() passing @f$x@f$ as input value
+
+ @return the fuzzy input value expressed as @f$\sum_i{\mu_i(x)/i}@f$
+ */
+ virtual std::string fuzzyInputValue() const;
+
+ virtual Variable::Type type() const FL_IOVERRIDE;
+
+ virtual std::string toString() const FL_IOVERRIDE;
+
+ virtual InputVariable* clone() const FL_IOVERRIDE;
+
+ };
+}
+#endif /* FL_INPUTVARIABLE_H */
diff --git a/fuzzylite/fl/variable/OutputVariable.h b/fuzzylite/fl/variable/OutputVariable.h
new file mode 100644
index 0000000..b79b13c
--- /dev/null
+++ b/fuzzylite/fl/variable/OutputVariable.h
@@ -0,0 +1,226 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#ifndef FL_OUTPUTVARIABLE_H
+#define FL_OUTPUTVARIABLE_H
+
+#include "fl/variable/Variable.h"
+
+#include "fl/term/Activated.h"
+#include "fl/term/Aggregated.h"
+
+#include "fl/defuzzifier/Defuzzifier.h"
+
+namespace fl {
+
+ /**
+ The OutputVariable class is a Variable that represents an output of the
+ fuzzy logic controller. During the activation of a RuleBlock, the
+ Activated terms of each Rule will be Aggregated in the
+ OutputVariable::fuzzyOutput(), which represents a fuzzy set hereinafter
+ referred to as @f$\tilde{y}@f$. The defuzzification of @f$\tilde{y}@f$
+ translates the fuzzy output value @f$\tilde{y}@f$ into a crisp output
+ value @f$y@f$, which can be retrieved using Variable::getValue(). The
+ value of the OutputVariable is computed and automatically stored when
+ calling OutputVariable::defuzzify(), but the value depends on the
+ following properties (expressed in the FuzzyLite Language):
+
+ - Property `default: scalar` overrides the output value @f$y@f$ with
+ the given fl::scalar whenever the defuzzification process results in
+ a non-finite value (i.e., fl::nan and fl::inf). For example,
+ considering `default: 0.0`, if RuleBlock::activate() does not
+ activate any rules whose Consequent contribute to the OutputVariable,
+ then the fuzzy output value is empty, the Defuzzifier does not
+ operate, and hence @f$y=0.0@f$. By default, `default: NaN`. Relevant
+ methods are OutputVariable::getDefaultValue() and
+ OutputVariable::setDefaultValue().
+
+ - Property `lock-previous: boolean`, if enabled, overrides the output
+ value @f$y^t@f$ at time @f$t@f$ with the previously defuzzified valid
+ output value @f$y^{t-1}@f$ if defuzzification process results in a
+ non-finite value (i.e., fl::nan and fl::inf). When enabled, the
+ property takes precedence over `default` if @f$y^{t-1}@f$ is a finite
+ value. By default, `lock-previous: false`, @f$y^{t-1}=\mbox{NaN}@f$
+ for @f$t=0@f$, and @f$y^{t-1}=\mbox{NaN}@f$ when
+ OutputVariable::clear(). Relevant methods are
+ OutputVariable::lockPreviousValue(),
+ OutputVariable::isLockPreviousValue,
+ OutputVariable::getPreviousValue(), and
+ OutputVariable::setPreviousValue().
+
+ - Property `lock-range: boolean` overrides the output value @f$y@f$ to
+ enforce it lies within the range of the variable determined by
+ Variable::getMinimum() and Variable::getMaximum(). When enabled, this
+ property takes precedence over `lock-previous` and `default`. For
+ example, considering `range: -1.0 1.0` and `lock-range: true`,
+ @f$y=-1.0@f$ if the result from the Defuzzifier is smaller than
+ `-1.0`, and @f$y=1.0@f$ if the result from the Defuzzifier is greater
+ than `1.0`. The property `lock-range` was introduced in version 5.0
+ to substitute the property `lock-valid` in version 4.0. By default,
+ `lock-range: false`. Relevant methods are
+ Variable::lockValueInRange(), Variable::isLockValueInRange(),
+ Variable::getMinimum(), and Variable::getMaximum()
+
+
+ @author Juan Rada-Vilela, Ph.D.
+ @see Variable
+ @see InputVariable
+ @see RuleBlock::activate()
+ @see Term
+ @since 4.0
+ */
+ class FL_API OutputVariable : public Variable {
+ private:
+ FL_unique_ptr<Aggregated> _fuzzyOutput;
+ FL_unique_ptr<Defuzzifier> _defuzzifier;
+ scalar _previousValue;
+ scalar _defaultValue;
+ bool _lockPreviousValue;
+
+ void copyFrom(const OutputVariable& other);
+
+ public:
+ explicit OutputVariable(const std::string& name = "",
+ scalar minimum = -fl::inf, scalar maximum = fl::inf);
+ explicit OutputVariable(const OutputVariable& other);
+ OutputVariable& operator=(const OutputVariable& other);
+ virtual ~OutputVariable() FL_IOVERRIDE;
+ FL_DEFAULT_MOVE(OutputVariable)
+
+ /**
+ Gets the fuzzy output value @f$\tilde{y}@f$
+ @return the fuzzy output value @f$\tilde{y}@f$
+ @todo rename to fuzzyValue
+ */
+ virtual Aggregated* fuzzyOutput() const;
+
+ virtual void setName(const std::string& name) FL_IOVERRIDE;
+
+ virtual void setMinimum(scalar minimum) FL_IOVERRIDE;
+ virtual void setMaximum(scalar maximum) FL_IOVERRIDE;
+
+ /**
+ Sets the defuzzifier of the output variable
+ @param defuzzifier is the defuzzifier of the output variable
+ */
+ virtual void setDefuzzifier(Defuzzifier* defuzzifier);
+ /**
+ Gets the defuzzifier of the output variable
+ @return the defuzzifier of the output variable
+ */
+ virtual Defuzzifier* getDefuzzifier() const;
+
+ /**
+ Sets the aggregation operator
+ @param aggregation is the aggregation
+ */
+ virtual void setAggregation(SNorm* aggregation);
+
+ /**
+ Gets the aggregation operator
+ @return the aggregation operator
+ */
+ virtual SNorm* getAggregation() const;
+
+ /**
+ Sets the previous value of the output variable
+ @param previousValue is the previous value of the output variable
+ */
+ virtual void setPreviousValue(scalar previousValue);
+ /**
+ Gets the previous value of the output variable
+ @return the previous value of the output variable
+ */
+ virtual scalar getPreviousValue() const;
+
+ /**
+ Sets the default value of the output variable
+ @param defaultValue is the default value of the output variable
+ */
+ virtual void setDefaultValue(scalar defaultValue);
+ /**
+ Gets the default value of the output variable
+ @return the default value of the output variable
+ */
+ virtual scalar getDefaultValue() const;
+
+ /**
+ Sets whether to lock the previous value of the output variable
+ @param lockPreviousValue indicates whether to lock the previous value
+ of the output variable
+ */
+ virtual void setLockPreviousValue(bool lockPreviousValue);
+ /**
+ Gets whether to lock the previous value of the output variable
+ @return whether the previous output value of the output variable is
+ locked
+ */
+ virtual bool isLockPreviousValue() const;
+
+ using Variable::complexity;
+ /**
+ Computes the estimated complexity of defuzzifying the activated term
+ with the current configuration of the variable (namely aggregation and
+ defuzzifier
+ @param term is the activated term
+ @return the estimated complexity of defuzzifying the activated term
+ with the current configuration of the variable
+ */
+ virtual Complexity complexity(const Activated& term) const;
+ /**
+ Computes the estimated complexity of aggregating and defuzzifying all
+ the terms in the variable.
+ @return the estimated complexity of aggregating and defuzzifying all
+ the terms in the variable.
+ */
+ virtual Complexity complexityOfDefuzzification() const;
+
+ /**
+ Computes the estimated complexity of aggregating and defuzzifying the
+ terms currently found in the fuzzy output variable.
+ @return the estimated complexity of aggregating and defuzzifying the
+ terms currently found in the fuzzy output variable
+ */
+ virtual Complexity currentComplexity() const;
+
+ /**
+ Defuzzifies the output variable and stores the output value and the
+ previous output value
+ */
+ virtual void defuzzify();
+
+ /**
+ Gets a string representation of the fuzzy output value @f$\tilde{y}@f$
+ @return a string representation of the fuzzy output value
+ @f$\tilde{y}@f$
+ */
+ virtual std::string fuzzyOutputValue() const;
+
+ /**
+ Clears the output variable by setting @f$\tilde{y}=\{\}@f$,
+ @f$y^{t}=\mbox{NaN}@f$, @f$y^{t-1}=\mbox{NaN}@f$
+ */
+ virtual void clear();
+
+ virtual Variable::Type type() const FL_IOVERRIDE;
+
+ virtual std::string toString() const FL_IOVERRIDE;
+
+ virtual OutputVariable* clone() const FL_IOVERRIDE;
+
+ };
+}
+#endif /* FL_OUTPUTVARIABLE_H */
diff --git a/fuzzylite/fl/variable/Variable.h b/fuzzylite/fl/variable/Variable.h
new file mode 100644
index 0000000..47530c0
--- /dev/null
+++ b/fuzzylite/fl/variable/Variable.h
@@ -0,0 +1,298 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#ifndef FL_VARIABLE_H
+#define FL_VARIABLE_H
+
+#include "fl/fuzzylite.h"
+#include "fl/defuzzifier/Centroid.h"
+
+#include <string>
+#include <vector>
+
+namespace fl {
+
+ class Term;
+
+ /**
+ The Variable class is the base class for linguistic variables.
+
+ @author Juan Rada-Vilela, Ph.D.
+ @see InputVariable
+ @see OutputVariable
+ @see Term
+ @since 4.0
+ */
+ class FL_API Variable {
+ public:
+
+ /**
+ Indicates the type of the variable to avoid costly `dynamic_casts`
+ */
+ enum Type {
+ None,
+ Input,
+ Output
+ };
+ protected:
+ std::string _name;
+ std::string _description;
+ std::vector<Term*> _terms;
+ scalar _value;
+ scalar _minimum, _maximum;
+ bool _enabled;
+ bool _lockValueInRange;
+
+ private:
+ void copyFrom(const Variable& source);
+
+ public:
+ explicit Variable(const std::string& name = "",
+ scalar minimum = -fl::inf,
+ scalar maximum = fl::inf);
+ explicit Variable(const Variable& other);
+ Variable& operator=(const Variable& other);
+ virtual ~Variable();
+ FL_DEFAULT_MOVE(Variable)
+
+ /**
+ Sets the name of the variable
+ @param name is the name of the variable
+ */
+ virtual void setName(const std::string& name);
+
+ /**
+ Gets the name of the variable
+ @return the name of the variable
+ */
+ virtual std::string getName() const;
+
+ /**
+ Gets the description of the variable
+ @return the description of the variable
+ */
+ virtual std::string getDescription() const;
+
+ /**
+ Sets the description of the variable
+ @param description is the description of the variable
+ */
+ virtual void setDescription(const std::string& description);
+
+ /**
+ Sets the value of the variable
+ @param value is the input value of an InputVariable, or the output
+ value of an OutputVariable
+ */
+ virtual void setValue(scalar value);
+
+ /**
+ Gets the value of the variable
+ @return the input value of an InputVariable, or the output value of
+ an OutputVariable
+ */
+ virtual scalar getValue() const;
+
+ /**
+ Sets the range of the variable between `[minimum, maximum]`
+ @param minimum is the minimum value in range
+ @param maximum is the maximum value in range
+ */
+ virtual void setRange(scalar minimum, scalar maximum);
+ /**
+ Gets the magnitude of the range of the variable
+ @return `maximum - minimum`
+ */
+ virtual scalar range() const;
+
+ /**
+ Sets the minimum value of the range of the variable
+ @param minimum is the minimum value of the range
+ */
+ virtual void setMinimum(scalar minimum);
+ /**
+ Gets the minimum value of the range of the variable
+ @return the minimum value of the range of the variable
+ */
+ virtual scalar getMinimum() const;
+
+ /**
+ Sets the maximum value of the range of the variable
+ @param maximum is the maximum value of the range
+ */
+ virtual void setMaximum(scalar maximum);
+ /**
+ Gets the maximum value of the range of the variable
+ @return the maximum value of the range of the variable
+ */
+ virtual scalar getMaximum() const;
+
+ /**
+ Sets whether the variable is enabled
+ @param enabled determines whether to enable the variable
+ */
+ virtual void setEnabled(bool enabled);
+ /**
+ Gets whether the variable is enabled
+ @return whether the variable is enabled
+ */
+ virtual bool isEnabled() const;
+
+ /**
+ Sets whether the variable locks the current value to the range of the
+ variable.
+
+ If enabled in an InputVariable @f$i@f$, the input value @f$x_i@f$
+ will be used when computing the Antecedent::activationDegree() as
+ long as @f$x_i \in [\mbox{min}, \mbox{max}]@f$. Else, for the case of
+ @f$x_i \not\in [\mbox{min}, \mbox{max}]@f$, the range values will be
+ used instead but without changing the input value @f$x_i@f$.
+
+ If enabled in an OutputVariable @f$j@f$, the output value @f$y_j@f$
+ will be overriden by the range values when @f$y_j \not\in
+ [\mbox{min}, \mbox{max}]@f$. See OutputVariable for more information.
+
+ @param lockValueInRange indicates whether to lock the value to the
+ range of the variable
+ */
+ virtual void setLockValueInRange(bool lockValueInRange);
+
+ /**
+ Gets whether the variable locks the current value to the
+ range of the variable
+
+ If enabled in an InputVariable @f$i@f$, the input value @f$x_i@f$
+ will be used when computing the Antecedent::activationDegree() as
+ long as @f$x_i \in [\mbox{min}, \mbox{max}]@f$. Else, for the case of
+ @f$x_i \not\in [\mbox{min}, \mbox{max}]@f$, the range values will be
+ used instead but without changing the input value @f$x_i@f$.
+
+ If enabled in an OutputVariable @f$j@f$, the output value @f$y_j@f$
+ will be overriden by the range values when @f$y_j \not\in
+ [\mbox{min}, \mbox{max}]@f$. See OutputVariable for more information.
+
+ @return whether the variable locks the current value to the range of
+ the variable
+ */
+ virtual bool isLockValueInRange() const;
+
+ /**
+ Computes the aggregated complexity of the underlying terms
+ @return the aggregated complexity of the underlying terms
+ */
+ virtual Complexity complexity() const;
+
+ /**
+ Evaluates the membership function of value @f$x@f$ for each
+ term @f$i@f$, resulting in a fuzzy value in the form
+ @f$\tilde{x}=\sum_i{\mu_i(x)/i}@f$
+ @param x is the value to fuzzify
+ @return the fuzzy value expressed as @f$\sum_i{\mu_i(x)/i}@f$
+ */
+ virtual std::string fuzzify(scalar x) const;
+
+ /**
+ Gets the term which has the highest membership function value for
+ @f$x@f$.
+ @param x is the value of interest
+ @param[out] yhighest is a pointer where the highest membership
+ function value will be stored
+ @return the term @f$i@f$ which maximimizes @f$\mu_i(x)@f$
+ */
+ virtual Term* highestMembership(scalar x, scalar* yhighest = fl::null) const;
+
+ /**
+ Returns the type of the variable
+ @return the type of the variable
+ */
+ virtual Type type() const;
+
+ /**
+ Gets a string representation of the variable in the FuzzyLite Language
+ @return a string representation of the variable in the FuzzyLite
+ Language
+ @see FllExporter
+ */
+ virtual std::string toString() const;
+
+ /**
+ Sorts the terms in ascending order according to their centroids
+ */
+ virtual void sort();
+ /**
+ Adds a term to the variable
+ @param term is the term to add
+ */
+ virtual void addTerm(Term* term);
+ /**
+ Inserts the term in the variable
+ @param term is the term to insert
+ @param index is the index where the term will be inserted
+ */
+ virtual void insertTerm(Term* term, std::size_t index);
+ /**
+ Gets the term at the given index
+ @param index is the position of the term in the vector
+ @return the term at the given index
+ */
+ virtual Term* getTerm(std::size_t index) const;
+ /**
+ Gets the term of the given name.
+ @param name is the name of the term to retrieve
+ @return the term of the given name
+ @throws Exception if the term is not found
+ */
+ virtual Term* getTerm(const std::string& name) const;
+ /**
+ Gets whether a term of the given name has been added
+ @param name the name of the term
+ @return whether the term of the given name is found
+ */
+ virtual bool hasTerm(const std::string& name) const;
+ /**
+ Removes the term at the given index
+ @param index the index of the term to remove
+ @return the removed term
+ */
+ virtual Term* removeTerm(std::size_t index);
+ /**
+ Gets the number of terms added to the variable
+ @return the number of terms in the variable
+ */
+ virtual std::size_t numberOfTerms() const;
+ /**
+ Sets the terms of the variable
+ @param terms is a vector of terms
+ */
+ virtual void setTerms(const std::vector<Term*>& terms);
+ /**
+ Gets an immutable vector of the terms
+ @return an immutable vector of terms
+ */
+ virtual const std::vector<Term*>& terms() const;
+ /**
+ Gets a mutable vector of the terms
+ @return a mutable vector of terms
+ */
+ virtual std::vector<Term*>& terms();
+ /**
+ Creates a clone of the variable
+ @return a clone of the variable
+ */
+ virtual Variable* clone() const;
+ };
+}
+#endif /* FL_VARIABLE_H */
diff --git a/fuzzylite/fuzzylite.1 b/fuzzylite/fuzzylite.1
new file mode 100644
index 0000000..22d08d0
--- /dev/null
+++ b/fuzzylite/fuzzylite.1
@@ -0,0 +1,39 @@
+.TH fuzzylite 1 "October 26, 2014" "version 5.0" "USER COMMANDS"
+.SH NAME
+fuzzylite \- a fuzzy logic control library
+.SH SYNOPSIS
+.B fuzzylite
+[\-i inputfile] [\-if format] [\-o outputfile] [\-of format] [\-example letter] [\-decimals number] [\-d datafile] [\-dmaximum number] [\-dheader boolean] [\-dinputs boolean]
+.SH OPTIONS
+.TP
+\-i inputfile
+file to import your engine from
+.TP
+\-if format
+format of the file to import (fll | fis | fcl)
+.TP
+\-o outputfile
+file to export your engine to
+.TP
+\-of format
+format of the file to export (fll | fld | cpp | java | fis | fcl)
+.TP
+\-example letter
+if not inputfile, built\-in example to use as engine: (m)amdani or (t)akagi\-sugeno
+.TP
+\-decimals number
+number of decimals to write floating\-poing values
+.TP
+\-d datafile
+if exporting to fld, file of input values to evaluate your engine on
+.TP
+\-dmaximum number
+if exporting to fld without datafile, maximum number of results to export
+.TP
+\-dheader boolean
+if true and exporting to fld, include headers
+.TP
+\-dinputs boolean
+if true and exporting to fld, include input values
+.SH AUTHOR
+Juan Rada\-Vilela
diff --git a/fuzzylite/fuzzylite.pc.in b/fuzzylite/fuzzylite.pc.in
new file mode 100644
index 0000000..f6f7bee
--- /dev/null
+++ b/fuzzylite/fuzzylite.pc.in
@@ -0,0 +1,10 @@
+prefix=@CMAKE_INSTALL_PREFIX@
+exec_prefix=${prefix}
+includedir=${exec_prefix}/include
+libdir=${exec_prefix}/lib
+
+Name: fuzzylite
+Description: A fuzzy logic control library in C++
+Version: @FL_VERSION@
+Libs: -L${libdir} -lfuzzylite
+Cflags: -I${includedir}
diff --git a/fuzzylite/src/Benchmark.cpp b/fuzzylite/src/Benchmark.cpp
new file mode 100644
index 0000000..9d318df
--- /dev/null
+++ b/fuzzylite/src/Benchmark.cpp
@@ -0,0 +1,460 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#include "fl/Benchmark.h"
+
+#include "fl/Engine.h"
+#include "fl/Operation.h"
+#include "fl/rule/Rule.h"
+#include "fl/rule/RuleBlock.h"
+#include "fl/variable/InputVariable.h"
+#include "fl/variable/OutputVariable.h"
+
+#ifdef FL_CPP98
+//timing is only available in C++11
+#else
+#include <chrono>
+#endif
+
+namespace fl {
+
+ Benchmark::Benchmark(const std::string& name, Engine* engine, scalar tolerance)
+ : _name(name), _engine(engine), _tolerance(tolerance) { }
+
+ Benchmark::~Benchmark() { }
+
+ void Benchmark::setName(const std::string& name) {
+ this->_name = name;
+ }
+
+ std::string Benchmark::getName() const {
+ return this->_name;
+ }
+
+ void Benchmark::setEngine(Engine* engine) {
+ this->_engine = engine;
+ }
+
+ Engine* Benchmark::getEngine() const {
+ return this->_engine;
+ }
+
+ void Benchmark::setExpected(const std::vector<std::vector<scalar> >& expected) {
+ this->_expected = expected;
+ }
+
+ const std::vector<std::vector<scalar> >& Benchmark::getExpected() const {
+ return this->_expected;
+ }
+
+ void Benchmark::setObtained(const std::vector<std::vector<scalar> >& obtained) {
+ this->_obtained = obtained;
+ }
+
+ const std::vector<std::vector<scalar> >& Benchmark::getObtained() const {
+ return this->_obtained;
+ }
+
+ void Benchmark::setTimes(const std::vector<scalar> nanoSeconds) {
+ this->_times = nanoSeconds;
+ }
+
+ const std::vector<scalar>& Benchmark::getTimes() const {
+ return this->_times;
+ }
+
+ void Benchmark::setTolerance(scalar tolerance) {
+ this->_tolerance = tolerance;
+ }
+
+ scalar Benchmark::getTolerance() const {
+ return this->_tolerance;
+ }
+
+ void Benchmark::prepare(int values, FldExporter::ScopeOfValues scope) {
+ if (not _engine) {
+ throw Exception("[benchmark error] engine not set before preparing for values and scope", FL_AT);
+ }
+ int resolution;
+ if (scope == FldExporter::AllVariables)
+ resolution = -1 + (int) std::max(1.0, std::pow(
+ values, 1.0 / _engine->numberOfInputVariables()));
+ else //if (scope == EachVariable)
+ resolution = values - 1;
+
+ std::vector<int> sampleValues, minSampleValues, maxSampleValues;
+ for (std::size_t i = 0; i < _engine->numberOfInputVariables(); ++i) {
+ sampleValues.push_back(0);
+ minSampleValues.push_back(0);
+ maxSampleValues.push_back(resolution);
+ }
+
+ _expected = std::vector<std::vector<scalar> >();
+ do {
+ std::vector<scalar> expectedValues(_engine->numberOfInputVariables());
+ for (std::size_t i = 0; i < _engine->numberOfInputVariables(); ++i) {
+ InputVariable* inputVariable = _engine->getInputVariable(i);
+ expectedValues.at(i) = inputVariable->getMinimum()
+ + sampleValues.at(i) * inputVariable->range() / std::max(1, resolution);
+ }
+ _expected.push_back(expectedValues);
+ } while (Op::increment(sampleValues, minSampleValues, maxSampleValues));
+ }
+
+ void Benchmark::prepare(std::istream& reader, long numberOfLines) {
+ _expected = std::vector<std::vector<scalar> >();
+ std::string line;
+ int lineNumber = 0;
+ while (lineNumber != numberOfLines and std::getline(reader, line)) {
+ ++lineNumber;
+ line = Op::trim(line);
+ if (line.empty() or line.at(0) == '#')
+ continue; //comments are ignored, blank lines are retained
+ std::vector<scalar> expectedValues;
+ if (lineNumber == 1) { //automatic detection of header.
+ try {
+ expectedValues = Op::toScalars(line);
+ } catch (std::exception&) {
+ continue;
+ }
+ } else {
+ expectedValues = Op::toScalars(line);
+ }
+ _expected.push_back(expectedValues);
+ }
+ }
+
+ scalar Benchmark::runOnce() {
+ return run(1).front();
+ }
+
+ std::vector<scalar> Benchmark::run(int times) {
+ if (not _engine) {
+ throw Exception("[benchmark error] engine not set for benchmark", FL_AT);
+ }
+ std::vector<scalar> runTimes(times, fl::nan);
+ const std::size_t offset(_engine->inputVariables().size());
+ for (int t = 0; t < times; ++t) {
+ _obtained = std::vector<std::vector<scalar> >(_expected.size(),
+ std::vector<scalar>(_engine->variables().size()));
+ _engine->restart();
+
+#ifdef FL_CPP98
+ //ignore timing
+#else
+ auto start = std::chrono::high_resolution_clock::now();
+#endif
+
+ for (std::size_t evaluation = 0; evaluation < _expected.size(); ++evaluation) {
+ const std::vector<scalar>& expectedValues = _expected[evaluation];
+ std::vector<scalar>& obtainedValues = _obtained[evaluation];
+
+ if (expectedValues.size() < _engine->inputVariables().size()) {
+ std::ostringstream ex;
+ ex << "[benchmark error] the number of input values given <" <<
+ expectedValues.size() << "> at line <" << (evaluation + 1) << "> "
+ "must be at least the same number of input variables "
+ "<" << _engine->inputVariables().size() << "> in the engine";
+ throw Exception(ex.str());
+ }
+ for (std::size_t i = 0; i < _engine->inputVariables().size(); ++i) {
+ _engine->getInputVariable(i)->setValue(expectedValues[i]);
+ obtainedValues[i] = expectedValues[i];
+ }
+
+ _engine->process();
+
+ for (std::size_t i = 0; i < _engine->outputVariables().size(); ++i) {
+ obtainedValues[i + offset] = _engine->getOutputVariable(i)->getValue();
+ }
+ }
+
+#ifdef FL_CPP98
+ //ignore timing
+#else
+ auto end = std::chrono::high_resolution_clock::now();
+ runTimes.at(t) = std::chrono::duration<scalar, std::nano>(end - start).count();
+#endif
+ }
+ _times.insert(_times.end(), runTimes.begin(), runTimes.end());
+ return runTimes;
+ }
+
+ void Benchmark::reset() {
+ this->_obtained.clear();
+ this->_times.clear();
+ }
+
+ bool Benchmark::canComputeErrors() const {
+ return not (_engine == fl::null or _expected.empty() or _obtained.empty()
+ or _expected.size() != _obtained.size()
+ or _expected.front().size() != _obtained.front().size()
+ or _expected.front().size() != _engine->variables().size());
+ }
+
+ scalar Benchmark::meanSquaredError() const {
+ return meanSquaredError(fl::null);
+ }
+
+ scalar Benchmark::meanSquaredError(const OutputVariable* outputVariable) const {
+ if (not canComputeErrors()) {
+ return fl::nan;
+ }
+
+ scalar mse = 0.0;
+ int errors = 0;
+ const std::size_t offset = _engine->numberOfInputVariables();
+ for (std::size_t i = 0; i < _expected.size(); ++i) {
+ const std::vector<scalar>& e = _expected.at(i);
+ const std::vector<scalar>& o = _obtained.at(i);
+
+ for (std::size_t y = 0; y < _engine->numberOfOutputVariables(); ++y) {
+ if (outputVariable == fl::null
+ or outputVariable == _engine->getOutputVariable(y)) {
+ scalar difference = e.at(offset + y) - o.at(offset + y);
+ if (Op::isFinite(difference)
+ and not Op::isEq(difference, 0.0, _tolerance)) {
+ mse += difference * difference;
+ ++errors;
+ }
+ }
+ }
+ }
+
+ if (errors > 0) {
+ mse /= errors;
+ }
+ return mse;
+ }
+
+ int Benchmark::allErrors() const {
+ return allErrors(fl::null);
+ }
+
+ int Benchmark::allErrors(const OutputVariable* outputVariable) const {
+ return numberOfErrors(All, outputVariable);
+ }
+
+ int Benchmark::nonFiniteErrors() const {
+ return nonFiniteErrors(fl::null);
+ }
+
+ int Benchmark::nonFiniteErrors(const OutputVariable* outputVariable) const {
+ return numberOfErrors(NonFinite, outputVariable);
+ }
+
+ int Benchmark::accuracyErrors() const {
+ return accuracyErrors(fl::null);
+ }
+
+ int Benchmark::accuracyErrors(const OutputVariable* outputVariable) const {
+ return numberOfErrors(Accuracy, outputVariable);
+ }
+
+ int Benchmark::numberOfErrors(ErrorType errorType) const {
+ return numberOfErrors(errorType, fl::null);
+ }
+
+ int Benchmark::numberOfErrors(ErrorType errorType,
+ const OutputVariable* outputVariable) const {
+ if (not canComputeErrors()) {
+ return -1;
+ }
+
+ int errors = 0;
+ const std::size_t offset = _engine->numberOfInputVariables();
+ for (std::size_t i = 0; i < _expected.size(); ++i) {
+ const std::vector<scalar>& e = _expected.at(i);
+ const std::vector<scalar>& o = _obtained.at(i);
+
+ for (std::size_t y = 0; y < _engine->numberOfOutputVariables(); ++y) {
+ if (outputVariable == fl::null
+ or outputVariable == _engine->getOutputVariable(y)) {
+ if (not Op::isEq(e.at(y + offset), o.at(y + offset), _tolerance)) {
+ scalar difference = e.at(y + offset) - o.at(y + offset);
+ if (errorType == Accuracy and Op::isFinite(difference)) {
+ ++errors;
+ } else if (errorType == NonFinite and not Op::isFinite(difference)) {
+ ++errors;
+ } else if (errorType == All) {
+ ++errors;
+ }
+ }
+ }
+ }
+ }
+
+ return errors;
+ }
+
+ std::string Benchmark::stringOf(TimeUnit unit) {
+ if (unit == NanoSeconds) return "nanoseconds";
+ if (unit == MicroSeconds) return "microseconds";
+ if (unit == MilliSeconds) return "milliseconds";
+ if (unit == Seconds) return "seconds";
+ if (unit == Minutes) return "minutes";
+ if (unit == Hours) return "hours";
+ return "undefined";
+ }
+
+ scalar Benchmark::factorOf(TimeUnit unit) {
+ if (unit == NanoSeconds) return 1.0;
+ else if (unit == MicroSeconds) return 1.0e-3;
+ else if (unit == MilliSeconds) return 1.0e-6;
+ else if (unit == Seconds) return 1.0e-9;
+ else if (unit == Minutes) return 1.0e-9 / 60;
+ else if (unit == Hours) return 1.0e-9 / 3600;
+ return fl::nan;
+ }
+
+ scalar Benchmark::convert(scalar x, TimeUnit from, TimeUnit to) {
+ return x * factorOf(to) / factorOf(from);
+ }
+
+ std::vector<std::string> Benchmark::header(int runs, bool includeErrors) {
+ Benchmark result;
+
+ Engine dummy;
+ dummy.addOutputVariable(new OutputVariable); //canCompute() == true
+ result.setEngine(&dummy);
+
+ result.setTimes(std::vector<scalar>(runs, fl::nan));
+
+ if (includeErrors) {
+ std::vector<std::vector<scalar> > dummyVector(1,
+ std::vector<scalar>(1, fl::nan));
+ result.setExpected(dummyVector);
+ result.setObtained(dummyVector);
+ }
+ std::vector<Benchmark::Result> dummyResults = result.results();
+
+ std::vector<std::string> names;
+ for (std::size_t i = 0; i < dummyResults.size(); ++i) {
+ names.push_back(dummyResults.at(i).first);
+ }
+ return names;
+ }
+
+ std::vector<Benchmark::Result> Benchmark::results(TimeUnit timeUnit, bool includeTimes) const {
+ return results(fl::null, timeUnit, includeTimes);
+ }
+
+ std::vector<Benchmark::Result> Benchmark::results(
+ const OutputVariable* outputVariable, TimeUnit unit, bool includeTimes) const {
+ if (not _engine) {
+ throw Exception("[benchmark error] engine not set for benchmark", FL_AT);
+ }
+
+ std::vector<scalar> time = _times;
+
+ std::vector<Result> result;
+ result.push_back(Result("library", fuzzylite::library()));
+ result.push_back(Result("name", _name));
+ result.push_back(Result("inputs", Op::str(_engine->numberOfInputVariables())));
+ result.push_back(Result("outputs", Op::str(_engine->numberOfOutputVariables())));
+ result.push_back(Result("ruleBlocks", Op::str(_engine->numberOfRuleBlocks())));
+ std::size_t rules = 0;
+ for (std::size_t i = 0; i < _engine->ruleBlocks().size(); ++i) {
+ rules += _engine->ruleBlocks().at(i)->rules().size();
+ }
+ result.push_back(Result("rules", Op::str(rules)));
+ result.push_back(Result("runs", Op::str(_times.size())));
+ result.push_back(Result("evaluations", Op::str(_expected.size())));
+ if (canComputeErrors()) {
+ std::vector<std::string> names;
+ scalar meanRange = 0.0;
+ scalar rmse = std::sqrt(meanSquaredError(outputVariable));
+ scalar nrmse = 0.0;
+ scalar weights = 0.0;
+ for (std::size_t i = 0; i < _engine->outputVariables().size(); ++i) {
+ const OutputVariable* y = _engine->outputVariables().at(i);
+ if (outputVariable == fl::null or outputVariable == y) {
+ names.push_back(y->getName());
+ meanRange += y->range();
+ nrmse += std::sqrt(meanSquaredError(y)) * 1.0 / y->range();
+ weights += 1.0 / y->range();
+ }
+ }
+ meanRange /= names.size();
+ nrmse /= weights;
+
+ result.push_back(Result("outputVariable", Op::join(names, ",")));
+ result.push_back(Result("range", Op::str(meanRange)));
+
+ result.push_back(Result("tolerance", Op::str(getTolerance(), -1, std::ios_base::fmtflags(0x0))));
+ result.push_back(Result("errors", Op::str(allErrors(outputVariable))));
+
+ result.push_back(Result("nfErrors", Op::str(nonFiniteErrors(outputVariable))));
+ result.push_back(Result("accErrors", Op::str(accuracyErrors(outputVariable))));
+
+ result.push_back(Result("rmse", Op::str(rmse, 6, std::ios_base::scientific)));
+ result.push_back(Result("nrmse", Op::str(nrmse, 6, std::ios_base::scientific)));
+ }
+ result.push_back(Result("units", stringOf(unit)));
+ result.push_back(Result("sum(t)", Op::str(convert(Op::sum(time), NanoSeconds, unit),
+ unit == NanoSeconds ? 0 : fuzzylite::decimals())));
+ result.push_back(Result("mean(t)", Op::str(convert(Op::mean(time), NanoSeconds, unit))));
+ result.push_back(Result("sd(t)", Op::str(convert(Op::standardDeviation(time), NanoSeconds, unit))));
+
+ if (includeTimes) {
+ for (std::size_t i = 0; i < time.size(); ++i) {
+ result.push_back(Result("t" + Op::str(i + 1),
+ Op::str(time.at(i), unit == NanoSeconds ? 0 : fuzzylite::decimals())));
+ }
+ }
+ return result;
+ }
+
+ std::string Benchmark::format(std::vector<Result> results, TableShape shape,
+ TableContents contents, const std::string& delimiter) const {
+ std::ostringstream os;
+
+ if (shape == Vertical) {
+ for (std::size_t i = 0; i < results.size(); ++i) {
+ Result pair = results.at(i);
+ if (contents bitand Header) {
+ os << pair.first;
+ }
+ if (contents == HeaderAndBody) {
+ os << delimiter;
+ }
+ if (contents bitand Body) {
+ os << pair.second;
+ }
+ if (i + 1 < results.size()) os << "\n";
+ }
+
+ } else if (shape == Horizontal) {
+ std::ostringstream header;
+ std::ostringstream body;
+ for (std::size_t i = 0; i < results.size(); ++i) {
+ Result pair = results.at(i);
+ if (contents bitand Header) {
+ header << pair.first;
+ if (i + 1 < results.size()) header << delimiter;
+ }
+ if (contents bitand Body) {
+ body << pair.second;
+ if (i + 1 < results.size()) body << delimiter;
+ }
+ }
+ if (contents bitand Header) os << header.str();
+ if (contents == HeaderAndBody) os << "\n";
+ if (contents bitand Body) os << body.str();
+ }
+ return os.str();
+ }
+}
diff --git a/fuzzylite/src/Complexity.cpp b/fuzzylite/src/Complexity.cpp
new file mode 100644
index 0000000..8a91c60
--- /dev/null
+++ b/fuzzylite/src/Complexity.cpp
@@ -0,0 +1,283 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#include "fl/Complexity.h"
+
+#include "fl/Engine.h"
+
+#include "fl/variable/InputVariable.h"
+#include "fl/variable/OutputVariable.h"
+
+#include "fl/rule/RuleBlock.h"
+#include "fl/rule/Rule.h"
+
+namespace fl {
+
+ Complexity::Complexity(scalar all) :
+ _comparison(all), _arithmetic(all), _function(all) { }
+
+ Complexity::Complexity(scalar comparison, scalar arithmetic,
+ scalar function)
+ : _comparison(comparison), _arithmetic(arithmetic), _function(function) { }
+
+ Complexity::~Complexity() { }
+
+ Complexity& Complexity::operator+=(const Complexity& other) {
+ return this->plus(other);
+ }
+
+ Complexity& Complexity::operator-=(const Complexity& other) {
+ return this->minus(other);
+ }
+
+ Complexity& Complexity::operator*=(const Complexity& other) {
+ return this->multiply(other);
+ }
+
+ Complexity& Complexity::operator/=(const Complexity& other) {
+ return this->divide(other);
+ }
+
+ Complexity Complexity::operator+(const Complexity& rhs) const {
+ return Complexity(*this).plus(rhs);
+ }
+
+ Complexity Complexity::operator-(const Complexity& rhs) const {
+ return Complexity(*this).minus(rhs);
+ }
+
+ Complexity Complexity::operator*(const Complexity& rhs) const {
+ return Complexity(*this).multiply(rhs);
+ }
+
+ Complexity Complexity::operator/(const Complexity& rhs) const {
+ return Complexity(*this).divide(rhs);
+ }
+
+ bool Complexity::operator==(const Complexity& rhs) const {
+ return equals(rhs);
+ }
+
+ bool Complexity::operator!=(const Complexity& rhs) const {
+ return not equals(rhs);
+ }
+
+ bool Complexity::operator<(const Complexity& rhs) const {
+ return lessThan(rhs);
+ }
+
+ bool Complexity::operator<=(const Complexity& rhs) const {
+ return lessThanOrEqualsTo(rhs);
+ }
+
+ bool Complexity::operator>(const Complexity& rhs) const {
+ return greaterThan(rhs);
+ }
+
+ bool Complexity::operator>=(const Complexity& rhs) const {
+ return greaterThanOrEqualsTo(rhs);
+ }
+
+ Complexity& Complexity::plus(const Complexity& other) {
+ this->_arithmetic += other._arithmetic;
+ this->_comparison += other._comparison;
+ this->_function += other._function;
+ return *this;
+ }
+
+ Complexity& Complexity::plus(scalar x) {
+ return this->plus(Complexity().arithmetic(x).comparison(x).function(x));
+ }
+
+ Complexity& Complexity::minus(const Complexity& other) {
+ this->_comparison -= other._comparison;
+ this->_arithmetic -= other._arithmetic;
+ this->_function -= other._function;
+ return *this;
+ }
+
+ Complexity& Complexity::minus(scalar x) {
+ return this->minus(Complexity().arithmetic(x).comparison(x).function(x));
+ }
+
+ Complexity& Complexity::multiply(const Complexity& other) {
+ this->_comparison *= other._comparison;
+ this->_arithmetic *= other._arithmetic;
+ this->_function *= other._function;
+ return *this;
+ }
+
+ Complexity& Complexity::multiply(scalar x) {
+ return this->multiply(Complexity().arithmetic(x).comparison(x).function(x));
+ }
+
+ Complexity& Complexity::divide(const Complexity& other) {
+ this->_comparison /= other._comparison;
+ this->_arithmetic /= other._arithmetic;
+ this->_function /= other._function;
+ return *this;
+ }
+
+ Complexity& Complexity::divide(scalar x) {
+ return this->divide(Complexity().arithmetic(x).comparison(x).function(x));
+ }
+
+ bool Complexity::equals(const Complexity& x, scalar macheps) const {
+ return Op::isEq(_comparison, x._comparison, macheps) and
+ Op::isEq(_arithmetic, x._arithmetic, macheps) and
+ Op::isEq(_function, x._function, macheps);
+ }
+
+ bool Complexity::lessThan(const Complexity& x, scalar macheps) const {
+ return Op::isLt(_comparison, x._comparison, macheps) and
+ Op::isLt(_arithmetic, x._arithmetic, macheps) and
+ Op::isLt(_function, x._function, macheps);
+ }
+
+ bool Complexity::lessThanOrEqualsTo(const Complexity& x, scalar macheps) const {
+ return Op::isLE(_comparison, x._comparison, macheps) and
+ Op::isLE(_arithmetic, x._arithmetic, macheps) and
+ Op::isLE(_function, x._function, macheps);
+ }
+
+ bool Complexity::greaterThan(const Complexity& x, scalar macheps) const {
+ return Op::isGt(_comparison, x._comparison, macheps) and
+ Op::isGt(_arithmetic, x._arithmetic, macheps) and
+ Op::isGt(_function, x._function, macheps);
+ }
+
+ bool Complexity::greaterThanOrEqualsTo(const Complexity& x, scalar macheps) const {
+ return Op::isGE(_comparison, x._comparison, macheps) and
+ Op::isGE(_arithmetic, x._arithmetic, macheps) and
+ Op::isGE(_function, x._function, macheps);
+ }
+
+ Complexity& Complexity::comparison(scalar comparison) {
+ this->_comparison += comparison;
+ return *this;
+ }
+
+ void Complexity::setComparison(scalar comparison) {
+ this->_comparison = comparison;
+ }
+
+ scalar Complexity::getComparison() const {
+ return _comparison;
+ }
+
+ Complexity& Complexity::arithmetic(scalar arithmetic) {
+ this->_arithmetic += arithmetic;
+ return *this;
+ }
+
+ void Complexity::setArithmetic(scalar arithmetic) {
+ this->_arithmetic = arithmetic;
+ }
+
+ scalar Complexity::getArithmetic() const {
+ return _arithmetic;
+ }
+
+ Complexity& Complexity::function(scalar trigonometric) {
+ this->_function += trigonometric;
+ return *this;
+ }
+
+ void Complexity::setFunction(scalar trigonometric) {
+ this->_function = trigonometric;
+ }
+
+ scalar Complexity::getFunction() const {
+ return _function;
+ }
+
+ std::vector<Complexity::Measure> Complexity::measures() const {
+ std::vector<Measure> result;
+ result.push_back(Measure("arithmetic", _arithmetic));
+ result.push_back(Measure("comparison", _comparison));
+ result.push_back(Measure("function", _function));
+ return result;
+ }
+
+ scalar Complexity::sum() const {
+ return _arithmetic + _comparison + _function;
+ }
+
+ scalar Complexity::norm() const {
+ return std::sqrt(Complexity(*this).multiply(*this).sum());
+ }
+
+ std::string Complexity::toString() const {
+ std::vector<std::string> result;
+ result.push_back("a=" + Op::str(_arithmetic));
+ result.push_back("c=" + Op::str(_comparison));
+ result.push_back("f=" + Op::str(_function));
+ return "C[" + Op::join(result, ", ") + "]";
+ }
+
+ Complexity Complexity::compute(const Engine* engine) const {
+ return engine->complexity();
+ }
+
+ Complexity Complexity::compute(const InputVariable* inputVariable) const {
+ return inputVariable->complexity();
+ }
+
+ Complexity Complexity::compute(const OutputVariable* outputVariable) const {
+ return outputVariable->complexity();
+ }
+
+ Complexity Complexity::compute(const RuleBlock* ruleBlock) const {
+ return ruleBlock->complexity();
+ }
+
+ Complexity Complexity::compute(const std::vector<InputVariable*>& inputVariables) const {
+ Complexity result;
+ for (std::size_t i = 0; i < inputVariables.size(); ++i) {
+ result += inputVariables.at(i)->complexity();
+ }
+ return result;
+ }
+
+ Complexity Complexity::compute(const std::vector<OutputVariable*>& outputVariables,
+ bool complexityOfDefuzzification) const {
+ Complexity result;
+ for (std::size_t i = 0; i < outputVariables.size(); ++i) {
+ if (complexityOfDefuzzification)
+ result += outputVariables.at(i)->complexityOfDefuzzification();
+ else
+ result += outputVariables.at(i)->complexity();
+ }
+ return result;
+ }
+
+ Complexity Complexity::compute(const std::vector<Variable*>& variables) const {
+ Complexity result;
+ for (std::size_t i = 0; i < variables.size(); ++i) {
+ result += variables.at(i)->complexity();
+ }
+ return result;
+ }
+
+ Complexity Complexity::compute(const std::vector<RuleBlock*>& ruleBlocks) const {
+ Complexity result;
+ for (std::size_t i = 0; i < ruleBlocks.size(); ++i) {
+ result += ruleBlocks.at(i)->complexity();
+ }
+ return result;
+ }
+
+}
diff --git a/fuzzylite/src/Console.cpp b/fuzzylite/src/Console.cpp
new file mode 100644
index 0000000..5a00c50
--- /dev/null
+++ b/fuzzylite/src/Console.cpp
@@ -0,0 +1,1023 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#include "fl/Console.h"
+
+#include "fl/Headers.h"
+
+#include <fstream>
+
+#ifdef FL_UNIX
+#include <termios.h>
+#include <unistd.h>
+#elif defined(FL_WINDOWS)
+#include <conio.h>
+#endif
+
+
+namespace fl {
+ const std::string Console::KW_INPUT_FILE = "-i";
+ const std::string Console::KW_INPUT_FORMAT = "-if";
+ const std::string Console::KW_OUTPUT_FILE = "-o";
+ const std::string Console::KW_OUTPUT_FORMAT = "-of";
+ const std::string Console::KW_EXAMPLE = "-example";
+ const std::string Console::KW_DECIMALS = "-decimals";
+ const std::string Console::KW_DATA_INPUT_FILE = "-d";
+ const std::string Console::KW_DATA_VALUES = "-values";
+ const std::string Console::KW_DATA_VALUES_SCOPE = "-scope";
+
+ const std::string Console::KW_DATA_EXPORT_HEADER = "-dheader";
+ const std::string Console::KW_DATA_EXPORT_INPUTS = "-dinputs";
+
+ Console::Option::Option(const std::string& key, const std::string& value, const std::string& description) :
+ key(key), value(value), description(description) { }
+
+ std::vector<Console::Option> Console::availableOptions() {
+ std::vector<Console::Option> options;
+ options.push_back(Option(KW_INPUT_FILE, "inputfile", "file to import your engine from"));
+ options.push_back(Option(KW_INPUT_FORMAT, "format", "format of the file to import (fll | fis | fcl)"));
+ options.push_back(Option(KW_OUTPUT_FILE, "outputfile", "file to export your engine to"));
+ options.push_back(Option(KW_OUTPUT_FORMAT, "format", "format of the file to export (fll | fld | cpp | java | fis | fcl)"));
+ options.push_back(Option(KW_EXAMPLE, "letter", "if not inputfile, built-in example to use as engine: (m)amdani or (t)akagi-sugeno"));
+ options.push_back(Option(KW_DECIMALS, "number", "number of decimals to write floating-poing values"));
+ options.push_back(Option(KW_DATA_INPUT_FILE, "file", "if exporting to fld, FLD file of input values to evaluate your engine on"));
+ options.push_back(Option(KW_DATA_VALUES, "number", "if exporting to fld without datafile, number of results to export within scope (default: EachVariable)"));
+ options.push_back(Option(KW_DATA_VALUES_SCOPE, "scope", "if exporting to fld without datafile, scope of " + KW_DATA_VALUES + ": [EachVariable|AllVariables]"));
+ options.push_back(Option(KW_DATA_EXPORT_HEADER, "boolean", "if true and exporting to fld, include headers"));
+ options.push_back(Option(KW_DATA_EXPORT_INPUTS, "boolean", "if true and exporting to fld, include input values"));
+ return options;
+ }
+
+ std::string Console::usage() {
+ std::vector<Console::Option> options = availableOptions();
+ std::ostringstream ss;
+
+ ss << "========================================\n";
+ ss << "fuzzylite: a fuzzy logic control library\n";
+ ss << "version: " << fuzzylite::version() << "\n";
+ ss << "author: " << fuzzylite::author() << "\n";
+ ss << "license: " << fuzzylite::license() << "\n";
+ ss << "========================================\n\n";
+ ss << "usage: fuzzylite inputfile outputfile\n";
+ ss << " or: fuzzylite benchmark engine.fll input.fld runs [output.tsv]\n";
+ ss << " or: fuzzylite benchmarks fllFiles.txt fldFiles.txt runs [output.tsv]\n";
+ ss << " or: fuzzylite ";
+ for (std::size_t i = 0; i < options.size(); ++i) {
+ ss << "[" << options.at(i).key << " " << options.at(i).value << "] ";
+ }
+ ss << "\n\nwhere:\n";
+ for (std::size_t i = 0; i < options.size(); ++i) {
+ std::string spacedKey(12, ' ');
+ std::string key = options.at(i).key;
+ std::copy(key.begin(), key.end(), spacedKey.begin());
+
+ std::string spacedValue(13, ' ');
+ std::string value = options.at(i).value;
+ std::copy(value.begin(), value.end(), spacedValue.begin());
+
+ std::string description = options.at(i).description;
+
+ ss << spacedKey << spacedValue << description << "\n";
+ }
+
+ ss << "\n";
+ ss << "Visit " << fuzzylite::website() << " for more information.\n\n";
+ ss << "Copyright (C) 2010-2017 by FuzzyLite Limited.\n";
+ ss << "All rights reserved.";
+
+ return ss.str();
+ }
+
+ std::map<std::string, std::string> Console::parse(int argc, const char* argv[]) {
+ if ((argc - 1) % 2 != 0) {
+ throw Exception("[option error] incomplete number of parameters [key value]", FL_AT);
+ }
+ std::map<std::string, std::string> options;
+ for (int i = 1; i < argc - 1; i += 2) {
+ std::string key = std::string(argv[i]);
+ std::string value = std::string(argv[i + 1]);
+ options[key] = value;
+ }
+ if (options.size() == 1) {
+ std::map<std::string, std::string>::const_iterator it = options.begin();
+ if (it->first.at(0) != '-') {
+ options[KW_INPUT_FILE] = it->first;
+ options[KW_OUTPUT_FILE] = it->second;
+ }
+ } else {
+ std::vector<Console::Option> validOptions = availableOptions();
+
+ for (std::map<std::string, std::string>::const_iterator it = options.begin();
+ it != options.end(); ++it) {
+ bool isValid = false;
+ for (std::size_t i = 0; i < validOptions.size(); ++i) {
+ std::string key = validOptions.at(i).key;
+ if (key == it->first) {
+ isValid = true;
+ break;
+ }
+ }
+ if (not isValid) {
+ throw Exception("[option error] option <" + it->first + "> not recognized", FL_AT);
+ }
+ }
+ }
+ return options;
+ }
+
+ void Console::process(const std::map<std::string, std::string>& options) {
+ std::map<std::string, std::string>::const_iterator it;
+
+ it = options.find(KW_DECIMALS);
+ if (it != options.end()) {
+ fuzzylite::setDecimals((int) Op::toScalar(it->second));
+ }
+
+ std::string example;
+ std::string inputFormat;
+ std::ostringstream textEngine;
+
+ it = options.find(KW_EXAMPLE);
+
+ bool isExample = (it != options.end());
+
+ if (isExample) {
+ example = it->second;
+ Engine* engine;
+ if (example == "m" or example == "mamdani") {
+ engine = mamdani();
+ } else if (example == "t" or example == "ts" or example == "takagi-sugeno") {
+ engine = takagiSugeno();
+ } else {
+ throw Exception("[option error] example <" + example + "> not available", FL_AT);
+ }
+ inputFormat = "fll";
+ textEngine << FllExporter().toString(engine);
+ delete engine;
+
+ } else {
+ it = options.find(KW_INPUT_FILE);
+ if (it == options.end()) {
+ throw Exception("[option error] no input file specified", FL_AT);
+ }
+ std::string inputFilename = it->second;
+ std::ifstream inputFile(inputFilename.c_str());
+ if (not inputFile.is_open()) {
+ throw Exception("[file error] file <" + inputFilename + "> could not be opened", FL_AT);
+ }
+ std::string line;
+ while (std::getline(inputFile, line)) {
+ textEngine << line << std::endl;
+ }
+ inputFile.close();
+
+ it = options.find(KW_INPUT_FORMAT);
+ if (it != options.end()) {
+ inputFormat = it->second;
+ } else {
+ std::size_t extensionIndex = inputFilename.find_last_of(".");
+ if (extensionIndex != std::string::npos) {
+ inputFormat = inputFilename.substr(extensionIndex + 1);
+ } else {
+ throw Exception("[format error] unspecified format of input file", FL_AT);
+ }
+ }
+ }
+
+ std::string outputFilename;
+ it = options.find(KW_OUTPUT_FILE);
+ if (it != options.end()) {
+ outputFilename = it->second;
+ }
+
+ std::string outputFormat;
+ it = options.find(KW_OUTPUT_FORMAT);
+ if (it != options.end()) {
+ outputFormat = it->second;
+ } else {
+ std::size_t extensionIndex = outputFilename.find_last_of(".");
+ if (extensionIndex != std::string::npos) {
+ outputFormat = outputFilename.substr(extensionIndex + 1);
+ } else {
+ throw Exception("[format error] unspecified format of output file", FL_AT);
+ }
+ }
+
+
+ if (outputFilename.empty()) {
+ process(textEngine.str(), std::cout, inputFormat, outputFormat, options);
+ } else {
+ std::ofstream writer(outputFilename.c_str());
+ if (not writer.is_open()) {
+ throw Exception("[file error] file <" + outputFilename + "> could not be created", FL_AT);
+ }
+ process(textEngine.str(), writer, inputFormat, outputFormat, options);
+ writer.flush();
+ writer.close();
+ }
+ }
+
+ void Console::process(const std::string& input, std::ostream& writer,
+ const std::string& inputFormat, const std::string& outputFormat,
+ const std::map<std::string, std::string>& options) {
+ FL_unique_ptr<Importer> importer;
+ FL_unique_ptr<Exporter> exporter;
+ FL_unique_ptr<Engine> engine;
+
+ if ("fll" == inputFormat) {
+ importer.reset(new FllImporter);
+ } else if ("fcl" == inputFormat) {
+ importer.reset(new FclImporter);
+ } else if ("fis" == inputFormat) {
+ importer.reset(new FisImporter);
+ } else {
+ throw Exception("[import error] format <" + inputFormat + "> "
+ "not supported", FL_AT);
+ }
+
+ engine.reset(importer->fromString(input));
+
+ if ("fld" == outputFormat) {
+ std::map<std::string, std::string>::const_iterator it;
+
+ FldExporter fldExporter;
+ fldExporter.setSeparator(" ");
+ bool exportHeaders = true;
+ if ((it = options.find(KW_DATA_EXPORT_HEADER)) != options.end()) {
+ exportHeaders = ("true" == it->second);
+ }
+ fldExporter.setExportHeader(exportHeaders);
+ bool exportInputValues = true;
+ if ((it = options.find(KW_DATA_EXPORT_INPUTS)) != options.end()) {
+ exportInputValues = ("true" == it->second);
+ }
+ fldExporter.setExportInputValues(exportInputValues);
+ if ((it = options.find(KW_DATA_INPUT_FILE)) != options.end()) {
+ std::ifstream dataFile(it->second.c_str());
+ if (not dataFile.is_open()) {
+ throw Exception("[export error] file <" + it->second + "> could not be opened", FL_AT);
+ }
+ try {
+ fldExporter.write(engine.get(), writer, dataFile);
+ } catch (std::exception& ex) {
+ FL_IUNUSED(ex);
+ dataFile.close();
+ throw;
+ }
+
+ } else {
+ if ((it = options.find(KW_DATA_VALUES)) != options.end()) {
+ int values = (int) Op::toScalar(it->second);
+ FldExporter::ScopeOfValues scope = FldExporter::EachVariable;
+ if ((it = options.find(KW_DATA_VALUES_SCOPE)) != options.end()) {
+ if ("AllVariables" == it->second)
+ scope = FldExporter::AllVariables;
+ else if ("EachVariable" == it->second)
+ scope = FldExporter::EachVariable;
+ else throw Exception("[export error] unknown scope of values <"
+ + it->second + ">", FL_AT);
+ }
+ fldExporter.write(engine.get(), writer, values, scope);
+ } else {
+ std::ostringstream buffer;
+ buffer << "#FuzzyLite Interactive Console (press H for help)\n";
+ buffer << fldExporter.header(engine.get()) << "\n";
+ bool showCout = &writer != &std::cout;
+ writer << buffer.str();
+ if (showCout) std::cout << buffer.str();
+ else writer.flush();
+ interactive(writer, engine.get());
+ }
+ }
+ } else {
+ if ("fll" == outputFormat) {
+ exporter.reset(new FllExporter);
+ } else if ("fcl" == outputFormat) {
+ exporter.reset(new FclExporter);
+ } else if ("fis" == outputFormat) {
+ exporter.reset(new FisExporter);
+ } else if ("cpp" == outputFormat) {
+ exporter.reset(new CppExporter);
+ } else if ("java" == outputFormat) {
+ exporter.reset(new JavaExporter);
+ } else throw Exception("[export error] format <" + outputFormat + "> "
+ "not supported", FL_AT);
+ writer << exporter->toString(engine.get());
+ }
+ }
+
+ int Console::readCharacter() {
+ int ch = 0;
+#ifdef FL_UNIX
+ struct termios oldt, newt;
+ ::tcgetattr(STDIN_FILENO, &oldt);
+ newt = oldt;
+ newt.c_lflag &= ~(ICANON | ECHO);
+ ::tcsetattr(STDIN_FILENO, TCSANOW, &newt);
+ ch = ::getchar();
+ ::tcsetattr(STDIN_FILENO, TCSANOW, &oldt);
+#elif defined(FL_WINDOWS)
+ ch = ::_getch();
+#endif
+ return ch;
+ }
+
+ void Console::interactive(std::ostream& writer, Engine* engine) {
+ std::ostringstream buffer;
+ buffer << ">";
+ bool showCout = &writer != &std::cout;
+ const std::string space("\t");
+ std::vector<scalar> inputValues;
+ std::ostringstream inputValue;
+ int ch = 0;
+ do {
+ writer << buffer.str();
+ if (showCout) std::cout << buffer.str();
+ else writer.flush();
+ buffer.str("");
+
+ ch = readCharacter();
+
+ if (ch == EOF) {
+ break;
+ }
+
+ if (std::isspace(ch)) {
+ scalar value = engine->getInputVariable(inputValues.size())->getValue();
+ try {
+ value = Op::toScalar(inputValue.str());
+ } catch (std::exception& ex) {
+ FL_IUNUSED(ex);
+ buffer << "[" << Op::str(value) << "]";
+ }
+ buffer << space;
+ inputValue.str("");
+ inputValues.push_back(value);
+ if (inputValues.size() == engine->inputVariables().size()) {
+ ch = 'P'; //fall through to process;
+ } else continue;
+ }
+
+ if (not std::isgraph(ch)) continue;
+
+ switch (ch) {
+ default:
+ inputValue << char(ch);
+ buffer << char(ch);
+ break;
+ case 'r':
+ case 'R': engine->restart();
+ buffer << "#[Restart]";
+ continue; //fall through
+ case 'd':
+ case 'D': inputValues.clear();
+ buffer << "#[Discard]\n>";
+ inputValue.str("");
+ break;
+ case 'p':
+ case 'P': //Process
+ {
+ inputValue.str("");
+
+ for (std::size_t i = 0; i < inputValues.size(); ++i) {
+ InputVariable* inputVariable = engine->inputVariables().at(i);
+ inputVariable->setValue(inputValues.at(i));
+ }
+ std::vector<scalar> missingInputs;
+ for (std::size_t i = inputValues.size(); i < engine->inputVariables().size(); ++i) {
+ InputVariable* inputVariable = engine->inputVariables().at(i);
+ missingInputs.push_back(inputVariable->getValue());
+ }
+ inputValues.clear();
+ buffer << Op::join(missingInputs, space);
+ if (not missingInputs.empty()) buffer << space;
+ buffer << "=" << space;
+ try {
+ engine->process();
+ std::vector<scalar> outputValues;
+ for (std::size_t i = 0; i < engine->outputVariables().size(); ++i) {
+ OutputVariable* outputVariable = engine->outputVariables().at(i);
+ outputVariable->defuzzify();
+ outputValues.push_back(outputVariable->getValue());
+ }
+ buffer << Op::join(outputValues, space) << "\n>";
+
+ } catch (std::exception& ex) {
+ buffer << "#[Error: " << ex.what() << "]";
+ }
+ break;
+ }
+ case 'q':
+ case 'Q': buffer << "#[Quit]\n";
+ break;
+ case 'h':
+ case 'H': buffer << "\n>" << interactiveHelp() << "\n>";
+ inputValue.str("");
+ break;
+ }
+ } while (not (ch == 'Q' or ch == 'q' or ch == 4));
+ writer << std::endl;
+ }
+
+ std::string Console::interactiveHelp() {
+ return
+ "#Special Keys\n"
+ "#=============\n"
+ "#\tR\tRestart engine and discard current inputs\n"
+ "#\tD\tDiscard current inputs\n"
+ "#\tP\tProcess engine\n"
+ "#\tQ\tQuit interactive console\n"
+ "#\tH\tShow this help\n"
+ "#=============\n";
+ }
+
+ Engine* Console::mamdani() {
+ Engine* engine = new Engine;
+ engine->setName("simple-dimmer");
+ engine->setDescription("");
+
+ InputVariable* ambient = new InputVariable;
+ ambient->setName("ambient");
+ ambient->setDescription("");
+ ambient->setEnabled(true);
+ ambient->setRange(0.000, 1.000);
+ ambient->setLockValueInRange(false);
+ ambient->addTerm(new Triangle("DARK", 0.000, 0.250, 0.500));
+ ambient->addTerm(new Triangle("MEDIUM", 0.250, 0.500, 0.750));
+ ambient->addTerm(new Triangle("BRIGHT", 0.500, 0.750, 1.000));
+ engine->addInputVariable(ambient);
+
+ OutputVariable* power = new OutputVariable;
+ power->setName("power");
+ power->setDescription("");
+ power->setEnabled(true);
+ power->setRange(0.000, 2.000);
+ power->setLockValueInRange(false);
+ power->setAggregation(new Maximum);
+ power->setDefuzzifier(new Centroid(200));
+ power->setDefaultValue(fl::nan);
+ power->setLockPreviousValue(false);
+ power->addTerm(new Triangle("LOW", 0.000, 0.500, 1.000));
+ power->addTerm(new Triangle("MEDIUM", 0.500, 1.000, 1.500));
+ power->addTerm(new Triangle("HIGH", 1.000, 1.500, 2.000));
+ engine->addOutputVariable(power);
+
+ RuleBlock* ruleBlock = new RuleBlock;
+ ruleBlock->setName("");
+ ruleBlock->setDescription("");
+ ruleBlock->setEnabled(true);
+ ruleBlock->setConjunction(fl::null);
+ ruleBlock->setDisjunction(fl::null);
+ ruleBlock->setImplication(new Minimum);
+ ruleBlock->setActivation(new General);
+ ruleBlock->addRule(Rule::parse("if ambient is DARK then power is HIGH", engine));
+ ruleBlock->addRule(Rule::parse("if ambient is MEDIUM then power is MEDIUM", engine));
+ ruleBlock->addRule(Rule::parse("if ambient is BRIGHT then power is LOW", engine));
+ engine->addRuleBlock(ruleBlock);
+
+ return engine;
+ }
+
+ Engine* Console::takagiSugeno() {
+ Engine* engine = new Engine;
+ engine->setName("approximation");
+ engine->setDescription("approximation of sin(x)/x");
+
+ InputVariable* inputX = new InputVariable;
+ inputX->setName("inputX");
+ inputX->setDescription("value of x");
+ inputX->setEnabled(true);
+ inputX->setRange(0.000, 10.000);
+ inputX->setLockValueInRange(false);
+ inputX->addTerm(new Triangle("NEAR_1", 0.000, 1.000, 2.000));
+ inputX->addTerm(new Triangle("NEAR_2", 1.000, 2.000, 3.000));
+ inputX->addTerm(new Triangle("NEAR_3", 2.000, 3.000, 4.000));
+ inputX->addTerm(new Triangle("NEAR_4", 3.000, 4.000, 5.000));
+ inputX->addTerm(new Triangle("NEAR_5", 4.000, 5.000, 6.000));
+ inputX->addTerm(new Triangle("NEAR_6", 5.000, 6.000, 7.000));
+ inputX->addTerm(new Triangle("NEAR_7", 6.000, 7.000, 8.000));
+ inputX->addTerm(new Triangle("NEAR_8", 7.000, 8.000, 9.000));
+ inputX->addTerm(new Triangle("NEAR_9", 8.000, 9.000, 10.000));
+ engine->addInputVariable(inputX);
+
+ OutputVariable* outputFx = new OutputVariable;
+ outputFx->setName("outputFx");
+ outputFx->setDescription("value of the approximation of x");
+ outputFx->setEnabled(true);
+ outputFx->setRange(-1.000, 1.000);
+ outputFx->setLockValueInRange(false);
+ outputFx->setAggregation(fl::null);
+ outputFx->setDefuzzifier(new WeightedAverage("Automatic"));
+ outputFx->setDefaultValue(fl::nan);
+ outputFx->setLockPreviousValue(true);
+ outputFx->addTerm(new Constant("f1", 0.840));
+ outputFx->addTerm(new Constant("f2", 0.450));
+ outputFx->addTerm(new Constant("f3", 0.040));
+ outputFx->addTerm(new Constant("f4", -0.180));
+ outputFx->addTerm(new Constant("f5", -0.190));
+ outputFx->addTerm(new Constant("f6", -0.040));
+ outputFx->addTerm(new Constant("f7", 0.090));
+ outputFx->addTerm(new Constant("f8", 0.120));
+ outputFx->addTerm(new Constant("f9", 0.040));
+ engine->addOutputVariable(outputFx);
+
+ OutputVariable* trueValue = new OutputVariable;
+ trueValue->setName("trueValue");
+ trueValue->setDescription("value of f(x)=sin(x)/x");
+ trueValue->setEnabled(true);
+ trueValue->setRange(-1.060, 1.000);
+ trueValue->setLockValueInRange(false);
+ trueValue->setAggregation(fl::null);
+ trueValue->setDefuzzifier(new WeightedAverage("Automatic"));
+ trueValue->setDefaultValue(fl::nan);
+ trueValue->setLockPreviousValue(true);
+ trueValue->addTerm(Function::create("fx", "sin(inputX)/inputX", engine));
+ engine->addOutputVariable(trueValue);
+
+ OutputVariable* difference = new OutputVariable;
+ difference->setName("difference");
+ difference->setDescription("error e=f(x) - f'(x)");
+ difference->setEnabled(true);
+ difference->setRange(-1.000, 1.000);
+ difference->setLockValueInRange(false);
+ difference->setAggregation(fl::null);
+ difference->setDefuzzifier(new WeightedAverage("Automatic"));
+ difference->setDefaultValue(fl::nan);
+ difference->setLockPreviousValue(false);
+ difference->addTerm(Function::create("error", "outputFx-trueValue", engine));
+ engine->addOutputVariable(difference);
+
+ RuleBlock* ruleBlock = new RuleBlock;
+ ruleBlock->setName("");
+ ruleBlock->setDescription("");
+ ruleBlock->setEnabled(true);
+ ruleBlock->setConjunction(fl::null);
+ ruleBlock->setDisjunction(fl::null);
+ ruleBlock->setImplication(new AlgebraicProduct);
+ ruleBlock->setActivation(new General);
+ ruleBlock->addRule(Rule::parse("if inputX is NEAR_1 then outputFx is f1", engine));
+ ruleBlock->addRule(Rule::parse("if inputX is NEAR_2 then outputFx is f2", engine));
+ ruleBlock->addRule(Rule::parse("if inputX is NEAR_3 then outputFx is f3", engine));
+ ruleBlock->addRule(Rule::parse("if inputX is NEAR_4 then outputFx is f4", engine));
+ ruleBlock->addRule(Rule::parse("if inputX is NEAR_5 then outputFx is f5", engine));
+ ruleBlock->addRule(Rule::parse("if inputX is NEAR_6 then outputFx is f6", engine));
+ ruleBlock->addRule(Rule::parse("if inputX is NEAR_7 then outputFx is f7", engine));
+ ruleBlock->addRule(Rule::parse("if inputX is NEAR_8 then outputFx is f8", engine));
+ ruleBlock->addRule(Rule::parse("if inputX is NEAR_9 then outputFx is f9", engine));
+ ruleBlock->addRule(Rule::parse("if inputX is any then trueValue is fx and difference is error", engine));
+ engine->addRuleBlock(ruleBlock);
+
+ return engine;
+ }
+
+ Engine* Console::hybrid() {
+ Engine* engine = new Engine;
+ engine->setName("tipper");
+ engine->setDescription("(service and food) -> (tip)");
+
+ InputVariable* service = new InputVariable;
+ service->setName("service");
+ service->setDescription("quality of service");
+ service->setEnabled(true);
+ service->setRange(0.000, 10.000);
+ service->setLockValueInRange(true);
+ service->addTerm(new Trapezoid("poor", 0.000, 0.000, 2.500, 5.000));
+ service->addTerm(new Triangle("good", 2.500, 5.000, 7.500));
+ service->addTerm(new Trapezoid("excellent", 5.000, 7.500, 10.000, 10.000));
+ engine->addInputVariable(service);
+
+ InputVariable* food = new InputVariable;
+ food->setName("food");
+ food->setDescription("quality of food");
+ food->setEnabled(true);
+ food->setRange(0.000, 10.000);
+ food->setLockValueInRange(true);
+ food->addTerm(new Trapezoid("rancid", 0.000, 0.000, 2.500, 7.500));
+ food->addTerm(new Trapezoid("delicious", 2.500, 7.500, 10.000, 10.000));
+ engine->addInputVariable(food);
+
+ OutputVariable* mTip = new OutputVariable;
+ mTip->setName("mTip");
+ mTip->setDescription("tip based on Mamdani inference");
+ mTip->setEnabled(true);
+ mTip->setRange(0.000, 30.000);
+ mTip->setLockValueInRange(false);
+ mTip->setAggregation(new Maximum);
+ mTip->setDefuzzifier(new Centroid(100));
+ mTip->setDefaultValue(fl::nan);
+ mTip->setLockPreviousValue(false);
+ mTip->addTerm(new Triangle("cheap", 0.000, 5.000, 10.000));
+ mTip->addTerm(new Triangle("average", 10.000, 15.000, 20.000));
+ mTip->addTerm(new Triangle("generous", 20.000, 25.000, 30.000));
+ engine->addOutputVariable(mTip);
+
+ OutputVariable* tsTip = new OutputVariable;
+ tsTip->setName("tsTip");
+ tsTip->setDescription("tip based on Takagi-Sugeno inference");
+ tsTip->setEnabled(true);
+ tsTip->setRange(0.000, 30.000);
+ tsTip->setLockValueInRange(false);
+ tsTip->setAggregation(fl::null);
+ tsTip->setDefuzzifier(new WeightedAverage("TakagiSugeno"));
+ tsTip->setDefaultValue(fl::nan);
+ tsTip->setLockPreviousValue(false);
+ tsTip->addTerm(new Constant("cheap", 5.000));
+ tsTip->addTerm(new Constant("average", 15.000));
+ tsTip->addTerm(new Constant("generous", 25.000));
+ engine->addOutputVariable(tsTip);
+
+ RuleBlock* mamdaniRuleBlock = new RuleBlock;
+ mamdaniRuleBlock->setName("mamdani");
+ mamdaniRuleBlock->setDescription("Mamdani inference");
+ mamdaniRuleBlock->setEnabled(true);
+ mamdaniRuleBlock->setConjunction(new AlgebraicProduct);
+ mamdaniRuleBlock->setDisjunction(new AlgebraicSum);
+ mamdaniRuleBlock->setImplication(new Minimum);
+ mamdaniRuleBlock->setActivation(new General);
+ mamdaniRuleBlock->addRule(Rule::parse("if service is poor or food is rancid then mTip is cheap", engine));
+ mamdaniRuleBlock->addRule(Rule::parse("if service is good then mTip is average", engine));
+ mamdaniRuleBlock->addRule(Rule::parse("if service is excellent or food is delicious then mTip is generous with 0.5", engine));
+ mamdaniRuleBlock->addRule(Rule::parse("if service is excellent and food is delicious then mTip is generous with 1.0", engine));
+ engine->addRuleBlock(mamdaniRuleBlock);
+
+ RuleBlock* takagiSugenoRuleBlock = new RuleBlock;
+ takagiSugenoRuleBlock->setName("takagiSugeno");
+ takagiSugenoRuleBlock->setDescription("Takagi-Sugeno inference");
+ takagiSugenoRuleBlock->setEnabled(true);
+ takagiSugenoRuleBlock->setConjunction(new AlgebraicProduct);
+ takagiSugenoRuleBlock->setDisjunction(new AlgebraicSum);
+ takagiSugenoRuleBlock->setImplication(fl::null);
+ takagiSugenoRuleBlock->setActivation(new General);
+ takagiSugenoRuleBlock->addRule(Rule::parse("if service is poor or food is rancid then tsTip is cheap", engine));
+ takagiSugenoRuleBlock->addRule(Rule::parse("if service is good then tsTip is average", engine));
+ takagiSugenoRuleBlock->addRule(Rule::parse("if service is excellent or food is delicious then tsTip is generous with 0.5", engine));
+ takagiSugenoRuleBlock->addRule(Rule::parse("if service is excellent and food is delicious then tsTip is generous with 1.0", engine));
+ engine->addRuleBlock(takagiSugenoRuleBlock);
+
+ return engine;
+ }
+
+ void Console::exportAllExamples(const std::string& from, const std::string& to) {
+ Console::exportAllExamples(from, to, "./", "/tmp/");
+ }
+
+ void Console::exportAllExamples(const std::string& from, const std::string& to,
+ const std::string& sourcePath, const std::string& targetPath) {
+ std::vector<std::string> examples;
+ examples.push_back("mamdani/AllTerms");
+ examples.push_back("mamdani/SimpleDimmer");
+ examples.push_back("mamdani/Laundry");
+ examples.push_back("mamdani/ObstacleAvoidance");
+ examples.push_back("mamdani/SimpleDimmerChained");
+ examples.push_back("mamdani/SimpleDimmerInverse");
+ examples.push_back("mamdani/matlab/mam21");
+ examples.push_back("mamdani/matlab/mam22");
+ examples.push_back("mamdani/matlab/shower");
+ examples.push_back("mamdani/matlab/tank");
+ examples.push_back("mamdani/matlab/tank2");
+ examples.push_back("mamdani/matlab/tipper");
+ examples.push_back("mamdani/matlab/tipper1");
+ examples.push_back("mamdani/octave/investment_portfolio");
+ examples.push_back("mamdani/octave/mamdani_tip_calculator");
+ examples.push_back("takagi-sugeno/approximation");
+ examples.push_back("takagi-sugeno/ObstacleAvoidance");
+ examples.push_back("takagi-sugeno/SimpleDimmer");
+ examples.push_back("takagi-sugeno/matlab/fpeaks");
+ examples.push_back("takagi-sugeno/matlab/invkine1");
+ examples.push_back("takagi-sugeno/matlab/invkine2");
+ examples.push_back("takagi-sugeno/matlab/juggler");
+ examples.push_back("takagi-sugeno/matlab/membrn1");
+ examples.push_back("takagi-sugeno/matlab/membrn2");
+ examples.push_back("takagi-sugeno/matlab/slbb");
+ examples.push_back("takagi-sugeno/matlab/slcp");
+ examples.push_back("takagi-sugeno/matlab/slcp1");
+ examples.push_back("takagi-sugeno/matlab/slcpp1");
+ examples.push_back("takagi-sugeno/matlab/sltbu_fl");
+ examples.push_back("takagi-sugeno/matlab/sugeno1");
+ examples.push_back("takagi-sugeno/matlab/tanksg");
+ examples.push_back("takagi-sugeno/matlab/tippersg");
+ examples.push_back("takagi-sugeno/octave/cubic_approximator");
+ examples.push_back("takagi-sugeno/octave/heart_disease_risk");
+ examples.push_back("takagi-sugeno/octave/linear_tip_calculator");
+ examples.push_back("takagi-sugeno/octave/sugeno_tip_calculator");
+ examples.push_back("tsukamoto/tsukamoto");
+ examples.push_back("hybrid/tipper");
+ examples.push_back("hybrid/ObstacleAvoidance");
+
+ FL_unique_ptr<Importer> importer;
+ if (from == "fll") importer.reset(new FllImporter);
+ else if (from == "fis") importer.reset(new FisImporter);
+ else if (from == "fcl") importer.reset(new FclImporter);
+ else throw Exception("[examples error] unrecognized format <" + from + "> to import", FL_AT);
+
+ FL_unique_ptr<Exporter> exporter;
+ if (to == "fll") exporter.reset(new FllExporter);
+ else if (to == "fld") exporter.reset(new FldExporter(" "));
+ else if (to == "fcl") exporter.reset(new FclExporter);
+ else if (to == "fis") exporter.reset(new FisExporter);
+ else if (to == "cpp") exporter.reset(new CppExporter);
+ else if (to == "java") exporter.reset(new JavaExporter);
+ else if (to == "R") exporter.reset(new RScriptExporter());
+ else throw Exception("[examples error] unrecognized format <" + to + "> to export", FL_AT);
+
+ std::vector<std::pair<Exporter*, Importer*> > tests;
+ tests.push_back(std::pair<Exporter*, Importer*>(new FllExporter, new FllImporter));
+ tests.push_back(std::pair<Exporter*, Importer*>(new FisExporter, new FisImporter));
+ tests.push_back(std::pair<Exporter*, Importer*>(new FclExporter, new FclImporter));
+ for (std::size_t i = 0; i < examples.size(); ++i) {
+ std::string example = examples.at(i);
+ FL_LOG((i + 1) << "/" << examples.size());
+ FL_LOG("Importing from: " << sourcePath << "/" << example << "." << from);
+ std::ostringstream ss;
+ std::string input = sourcePath + "/" + example + "." + from;
+ std::ifstream source(input.c_str());
+ if (source.is_open()) {
+ std::string line;
+ while (source.good()) {
+ std::getline(source, line);
+ ss << line << "\n";
+ }
+ source.close();
+ } else throw Exception("[examples error] file not found: " + input, FL_AT);
+
+ FL_unique_ptr<Engine> engine(importer->fromString(ss.str()));
+
+ for (std::size_t t = 0; t < tests.size(); ++t) {
+ if ("mamdani/Laundry" == example
+ or "mamdani/SimpleDimmerInverse" == example
+ or "mamdani/SimpleDimmerChained" == example
+ or "hybrid/tipper" == example
+ or "hybrid/ObstacleAvoidance" == example) {
+ if (tests.at(t).second->name() == FisImporter().name()) {
+ continue;
+ }
+ }
+
+ std::string exported = tests.at(t).first->toString(engine.get());
+ FL_unique_ptr<Engine> engineFromExport(tests.at(t).second->fromString(exported));
+ std::string imported = tests.at(t).first->toString(engineFromExport.get());
+
+ if (exported != imported) {
+ std::ostringstream msg;
+ msg << "[imex error] different results <"
+ << tests.at(t).first->name() << "," << tests.at(t).second->name() << "> "
+ "at " << example << "." << from << ":\n";
+ msg << "<Engine A>\n" << exported << "\n\n" <<
+ "================================\n\n" <<
+ "<Engine B>\n" << imported;
+ throw Exception(msg.str(), FL_AT);
+ }
+ }
+
+ std::string output = targetPath + "/" + example + "." + to;
+ std::ofstream target(output.c_str());
+ FL_LOG("Exporting to: " << output << "\n");
+ if (target.is_open()) {
+ if (to == "cpp") {
+ target << "#include <fl/Headers.h>\n\n"
+ << "int main(int argc, char** argv){\n"
+ << exporter->toString(engine.get())
+ << "\n}\n";
+ } else if (to == "java") {
+ std::string className = example.substr(example.find_last_of('/') + 1);
+ target << "import com.fuzzylite.*;\n"
+ << "import com.fuzzylite.activation.*\n"
+ << "import com.fuzzylite.defuzzifier.*;\n"
+ << "import com.fuzzylite.factory.*;\n"
+ << "import com.fuzzylite.hedge.*;\n"
+ << "import com.fuzzylite.imex.*;\n"
+ << "import com.fuzzylite.norm.*;\n"
+ << "import com.fuzzylite.norm.s.*;\n"
+ << "import com.fuzzylite.norm.t.*;\n"
+ << "import com.fuzzylite.rule.*;\n"
+ << "import com.fuzzylite.term.*;\n"
+ << "import com.fuzzylite.variable.*;\n\n"
+ << "public class " << Op::validName(className) << "{\n"
+ << "public static void main(String[] args){\n"
+ << exporter->toString(engine.get())
+ << "\n}\n}\n";
+ } else if (to == "R") {
+ RScriptExporter* rScript = dynamic_cast<RScriptExporter*> (exporter.get());
+ InputVariable* a = engine->getInputVariable(0);
+ InputVariable* b = engine->getInputVariable(1 % engine->numberOfInputVariables());
+ std::string pathToDF = example.substr(example.find_last_of('/') + 1) + ".fld";
+ rScript->writeScriptImportingDataFrame(engine.get(), target,
+ a, b, pathToDF, engine->outputVariables());
+ } else {
+ target << exporter->toString(engine.get());
+ }
+ target.close();
+ }
+ Engine copyConstructor(*engine.get());
+ FL_IUNUSED(copyConstructor);
+ Engine assignmentOperator = *engine.get();
+ FL_IUNUSED(assignmentOperator);
+ }
+ FL_LOG("Please, make sure the output contains the following structure:\n"
+ "mkdir -p " << targetPath << "mamdani/matlab; "
+ "mkdir -p " << targetPath << "mamdani/octave; "
+ "mkdir -p " << targetPath << "takagi-sugeno/matlab; "
+ "mkdir -p " << targetPath << "takagi-sugeno/octave; "
+ "mkdir -p " << targetPath << "tsukamoto; "
+ "mkdir -p " << targetPath << "hybrid;");
+ for (std::size_t i = 0; i < tests.size(); ++i) {
+ delete tests.at(i).first;
+ delete tests.at(i).second;
+ }
+ }
+
+ void Console::benchmark(const std::string& fllFile, const std::string& fldFile,
+ int runs, std::ofstream* writer) const {
+ FL_unique_ptr<Engine> engine(FllImporter().fromFile(fllFile));
+ std::ifstream reader(fldFile.c_str());
+ if (not reader.is_open()) {
+ throw Exception("File <" + fldFile + "> could not be opened");
+ }
+ Benchmark benchmark(engine->getName(), engine.get());
+ benchmark.prepare(reader);
+ if (writer) {
+ FL_LOG("\tEvaluating on " << benchmark.getExpected().size() <<
+ " values read from " << fldFile << " ...");
+ }
+ for (int i = 0; i < runs; ++i) {
+ benchmark.runOnce();
+ }
+ if (writer) {
+ FL_LOG("\tMean(t)=" << Op::mean(benchmark.getTimes()) << " nanoseconds");
+ *writer << benchmark.format(benchmark.results(),
+ Benchmark::Horizontal, Benchmark::Body) << "\n";
+ } else {
+ FL_LOGP(benchmark.format(benchmark.results(),
+ Benchmark::Horizontal, Benchmark::Body));
+ }
+ }
+
+ void Console::benchmarks(const std::string& fllFileList,
+ const std::string& fldFileList, int runs, std::ofstream* writer) const {
+ std::vector<std::string> fllFiles, fldFiles;
+
+ {
+ std::ifstream fllReader(fllFileList.c_str());
+ if (not fllReader.is_open()) {
+ throw Exception("[error] file <" + fllFileList + "> could not be opened");
+ }
+ std::ifstream fldReader(fldFileList.c_str());
+ if (not fldReader.is_open()) {
+ throw Exception("[error] file <" + fldFileList + "> could not be opened");
+ }
+
+ std::string fllLine, fldLine;
+ while (std::getline(fllReader, fllLine) and std::getline(fldReader, fldLine)) {
+ fllLine = Op::trim(fllLine);
+ fldLine = Op::trim(fldLine);
+ if (fllLine.empty() or fllLine[0] == '#')
+ continue;
+ fllFiles.push_back(fllLine);
+ fldFiles.push_back(fldLine);
+ }
+ }
+
+ if (writer) {
+ *writer << Op::join(Benchmark().header(runs, true), "\t") << "\n";
+ } else {
+ FL_LOGP(Op::join(Benchmark().header(runs, true), "\t"));
+ }
+
+ for (std::size_t i = 0; i < fllFiles.size(); ++i) {
+ if (writer) {
+ FL_LOG("Benchmark " << (i + 1) << "/" << fllFiles.size() << ": "
+ << fllFiles.at(i));
+ }
+ benchmark(fllFiles.at(i), fldFiles.at(i), runs, writer);
+ }
+ }
+
+ int Console::main(int argc, const char* argv[]) {
+ fuzzylite::setLogging(true);
+
+ Console console;
+ if (argc <= 2) {
+ FL_LOGP(console.usage() << "\n");
+ return EXIT_SUCCESS;
+ }
+
+ const std::string firstArgument(argv[1]);
+ if (firstArgument == "export-examples") {
+ std::string path = ".";
+ if (argc > 2) {
+ path = std::string(argv[2]);
+ }
+ std::string outputPath = "/tmp/";
+ if (argc > 3) {
+ outputPath = std::string(argv[3]);
+ }
+ FL_LOG("Origin=" << path);
+ FL_LOG("Target=" << outputPath);
+ fuzzylite::setDecimals(3);
+ try {
+ FL_LOG("Processing fll->fll");
+ console.exportAllExamples("fll", "fll", path, outputPath);
+ FL_LOG("Processing fll->fcl");
+ console.exportAllExamples("fll", "fcl", path, outputPath);
+ FL_LOG("Processing fll->fis");
+ console.exportAllExamples("fll", "fis", path, outputPath);
+ FL_LOG("Processing fll->cpp");
+ console.exportAllExamples("fll", "cpp", path, outputPath);
+ FL_LOG("Processing fll->java");
+ console.exportAllExamples("fll", "java", path, outputPath);
+ FL_LOG("Processing fll->R");
+ console.exportAllExamples("fll", "R", path, outputPath);
+ fuzzylite::setDecimals(9);
+ FL_LOG("Processing fll->fld");
+ console.exportAllExamples("fll", "fld", path, outputPath);
+ FL_LOG("Origin=" << path);
+ FL_LOG("Target=" << outputPath);
+ } catch (std::exception& ex) {
+ FL_LOGP(ex.what() << "\n");
+ return EXIT_FAILURE;
+ }
+ return EXIT_SUCCESS;
+
+ } else if (firstArgument == "benchmark") {
+ if (argc < 5) {
+ FL_LOG("[error] not enough parameters");
+ return EXIT_FAILURE;
+ }
+ std::string fllFile(argv[2]);
+ std::string fldFile(argv[3]);
+ try {
+ int runs = (int) Op::toScalar(argv[4]);
+ if (argc > 5) {
+ std::string filename(argv[5]);
+ std::ofstream outputFile;
+ outputFile.open(filename.c_str());
+ if (not outputFile.is_open()) {
+ FL_LOG("[error] cannot create file <" << filename << ">");
+ return EXIT_FAILURE;
+ }
+ outputFile << Op::join(Benchmark().header(runs, true), "\t") << "\n";
+ console.benchmark(fllFile, fldFile, runs, &outputFile);
+ } else {
+ FL_LOGP(Op::join(Benchmark().header(runs, true), "\t"));
+ console.benchmark(fllFile, fldFile, runs, fl::null);
+ }
+ } catch (std::exception& ex) {
+ FL_LOGP(ex.what() << "\n");
+ return EXIT_FAILURE;
+ }
+ return EXIT_SUCCESS;
+
+ } else if (firstArgument == "benchmarks") {
+ if (argc < 5) {
+ FL_LOG("[error] not enough parameters");
+ return EXIT_FAILURE;
+ }
+ std::string fllFiles(argv[2]);
+ std::string fldFiles(argv[3]);
+ try {
+ int runs = (int) Op::toScalar(argv[4]);
+ if (argc > 5) {
+ std::string filename(argv[5]);
+ std::ofstream outputFile;
+ outputFile.open(filename.c_str());
+ if (not outputFile.is_open()) {
+ FL_LOG("[error] cannot create file <" << filename << ">");
+ return EXIT_FAILURE;
+ }
+ console.benchmarks(fllFiles, fldFiles, runs, &outputFile);
+ } else {
+ console.benchmarks(fllFiles, fldFiles, runs, fl::null);
+ }
+ } catch (std::exception& ex) {
+ FL_LOGP(ex.what() << "\n");
+ return EXIT_FAILURE;
+ }
+ return EXIT_SUCCESS;
+ }
+
+ //MAIN:
+ try {
+ std::map<std::string, std::string> options = console.parse(argc, argv);
+ console.process(options);
+
+ } catch (std::exception& ex) {
+ FL_LOGP(ex.what() << "\n");
+ return EXIT_FAILURE;
+ }
+ return EXIT_SUCCESS;
+ }
+
+}
diff --git a/fuzzylite/src/Engine.cpp b/fuzzylite/src/Engine.cpp
new file mode 100644
index 0000000..dbe4b17
--- /dev/null
+++ b/fuzzylite/src/Engine.cpp
@@ -0,0 +1,716 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#include "fl/Engine.h"
+
+#include "fl/activation/General.h"
+#include "fl/defuzzifier/WeightedAverage.h"
+#include "fl/defuzzifier/WeightedSum.h"
+#include "fl/factory/DefuzzifierFactory.h"
+#include "fl/factory/FactoryManager.h"
+#include "fl/imex/FllExporter.h"
+#include "fl/norm/t/AlgebraicProduct.h"
+#include "fl/rule/Consequent.h"
+#include "fl/rule/Expression.h"
+#include "fl/rule/Rule.h"
+#include "fl/rule/RuleBlock.h"
+#include "fl/term/Aggregated.h"
+#include "fl/term/Constant.h"
+#include "fl/term/Linear.h"
+#include "fl/term/Ramp.h"
+#include "fl/term/Sigmoid.h"
+#include "fl/term/SShape.h"
+#include "fl/term/ZShape.h"
+#include "fl/variable/InputVariable.h"
+#include "fl/variable/OutputVariable.h"
+
+namespace fl {
+
+ Engine::Engine(const std::string& name) : _name(name) { }
+
+ Engine::Engine(const Engine& other) : _name(""), _description("") {
+ copyFrom(other);
+ }
+
+ Engine& Engine::operator=(const Engine& other) {
+ if (this != &other) {
+ for (std::size_t i = 0; i < _ruleBlocks.size(); ++i)
+ delete _ruleBlocks.at(i);
+ _ruleBlocks.clear();
+ for (std::size_t i = 0; i < _outputVariables.size(); ++i)
+ delete _outputVariables.at(i);
+ _outputVariables.clear();
+ for (std::size_t i = 0; i < _inputVariables.size(); ++i)
+ delete _inputVariables.at(i);
+ _inputVariables.clear();
+
+ copyFrom(other);
+ }
+ return *this;
+ }
+
+ void Engine::copyFrom(const Engine& other) {
+ _name = other._name;
+ _description = other._description;
+ for (std::size_t i = 0; i < other._inputVariables.size(); ++i)
+ _inputVariables.push_back(new InputVariable(*other._inputVariables.at(i)));
+ for (std::size_t i = 0; i < other._outputVariables.size(); ++i)
+ _outputVariables.push_back(new OutputVariable(*other._outputVariables.at(i)));
+
+ updateReferences();
+
+ for (std::size_t i = 0; i < other._ruleBlocks.size(); ++i) {
+ RuleBlock* ruleBlock = new RuleBlock(*other._ruleBlocks.at(i));
+ try {
+ ruleBlock->loadRules(this);
+ } catch (...) {
+ //ignore
+ }
+ _ruleBlocks.push_back(ruleBlock);
+ }
+ }
+
+ void Engine::updateReferences() const {
+ std::vector<Variable*> myVariables = variables();
+ for (std::size_t i = 0; i < myVariables.size(); ++i) {
+ Variable* variable = myVariables.at(i);
+ for (std::size_t t = 0; t < variable->numberOfTerms(); ++t) {
+ variable->getTerm(t)->updateReference(this);
+ }
+ }
+ }
+
+ Engine::~Engine() {
+ for (std::size_t i = 0; i < _ruleBlocks.size(); ++i)
+ delete _ruleBlocks.at(i);
+ for (std::size_t i = 0; i < _outputVariables.size(); ++i)
+ delete _outputVariables.at(i);
+ for (std::size_t i = 0; i < _inputVariables.size(); ++i)
+ delete _inputVariables.at(i);
+ }
+
+ void Engine::configure(const std::string& conjunction, const std::string& disjunction,
+ const std::string& implication, const std::string& aggregation,
+ const std::string& defuzzifier, const std::string& activation) {
+ TNormFactory* tnormFactory = FactoryManager::instance()->tnorm();
+ SNormFactory* snormFactory = FactoryManager::instance()->snorm();
+ DefuzzifierFactory* defuzzFactory = FactoryManager::instance()->defuzzifier();
+ ActivationFactory* activationFactory = FactoryManager::instance()->activation();
+
+ TNorm* conjunctionObject = tnormFactory->constructObject(conjunction);
+ SNorm* disjunctionObject = snormFactory->constructObject(disjunction);
+ TNorm* implicationObject = tnormFactory->constructObject(implication);
+ SNorm* aggregationObject = snormFactory->constructObject(aggregation);
+ Defuzzifier* defuzzifierObject = defuzzFactory->constructObject(defuzzifier);
+ Activation* activationObject = activationFactory->constructObject(activation);
+
+ configure(conjunctionObject, disjunctionObject,
+ implicationObject, aggregationObject, defuzzifierObject,
+ activationObject);
+ }
+
+ void Engine::configure(TNorm* conjunction, SNorm* disjunction,
+ TNorm* implication, SNorm* aggregation, Defuzzifier* defuzzifier,
+ Activation* activation) {
+ for (std::size_t i = 0; i < numberOfRuleBlocks(); ++i) {
+ RuleBlock* ruleBlock = ruleBlocks().at(i);
+ ruleBlock->setConjunction(conjunction ? conjunction->clone() : fl::null);
+ ruleBlock->setDisjunction(disjunction ? disjunction->clone() : fl::null);
+ ruleBlock->setImplication(implication ? implication->clone() : fl::null);
+ ruleBlock->setActivation(activation ? activation->clone() : new General);
+ }
+
+ for (std::size_t i = 0; i < numberOfOutputVariables(); ++i) {
+ OutputVariable* outputVariable = getOutputVariable(i);
+ outputVariable->setDefuzzifier(defuzzifier ? defuzzifier->clone() : fl::null);
+ outputVariable->setAggregation(aggregation ? aggregation->clone() : fl::null);
+ }
+ if (defuzzifier) delete defuzzifier;
+ if (aggregation) delete aggregation;
+ if (implication) delete implication;
+ if (disjunction) delete disjunction;
+ if (conjunction) delete conjunction;
+ if (activation) delete activation;
+ }
+
+ bool Engine::isReady(std::string* status) const {
+ std::ostringstream ss;
+ if (inputVariables().empty()) {
+ ss << "- Engine <" << getName() << "> has no input variables\n";
+ }
+ for (std::size_t i = 0; i < inputVariables().size(); ++i) {
+ InputVariable* inputVariable = inputVariables().at(i);
+ if (not inputVariable) {
+ ss << "- Engine <" << getName() << "> has a fl::null input variable at index <" << i << ">\n";
+ }
+ /*else if (inputVariable->terms().empty()) {
+ ignore because sometimes inputs can be empty: takagi-sugeno/matlab/slcpp1.fis
+ ss << "- Input variable <" << _inputVariables.at(i)->getName() << ">"
+ << " has no terms\n";
+ }*/
+ }
+
+ if (outputVariables().empty()) {
+ ss << "- Engine <" << _name << "> has no output variables\n";
+ }
+ for (std::size_t i = 0; i < outputVariables().size(); ++i) {
+ OutputVariable* outputVariable = outputVariables().at(i);
+ if (not outputVariable) {
+ ss << "- Engine <" << getName() << "> has a fl::null output variable at index <" << i << ">\n";
+ } else {
+ if (outputVariable->terms().empty()) {
+ ss << "- Output variable <" << outputVariable->getName() << ">"
+ << " has no terms\n";
+ }
+ Defuzzifier* defuzzifier = outputVariable->getDefuzzifier();
+ if (not defuzzifier) {
+ ss << "- Output variable <" << outputVariable->getName() << ">"
+ << " has no defuzzifier\n";
+ }
+ SNorm* aggregation = outputVariable->fuzzyOutput()->getAggregation();
+ if (not aggregation and dynamic_cast<IntegralDefuzzifier*> (defuzzifier)) {
+ ss << "- Output variable <" << outputVariable->getName() << ">"
+ << " has no aggregation operator\n";
+ }
+ }
+ }
+
+ if (ruleBlocks().empty()) {
+ ss << "- Engine <" << getName() << "> has no rule blocks\n";
+ }
+ for (std::size_t i = 0; i < ruleBlocks().size(); ++i) {
+ RuleBlock* ruleblock = ruleBlocks().at(i);
+ if (not ruleblock) {
+ ss << "- Engine <" << getName() << "> has a fl::null rule block at index <" << i << ">\n";
+ } else {
+ if (ruleblock->rules().empty()) {
+ ss << "- Rule block " << (i + 1) << " <" << ruleblock->getName() << "> has no rules\n";
+ }
+ int requiresConjunction = 0;
+ int requiresDisjunction = 0;
+ int requiresImplication = 0;
+ for (std::size_t r = 0; r < ruleblock->numberOfRules(); ++r) {
+ Rule* rule = ruleblock->getRule(r);
+ if (not rule) {
+ ss << "- Rule block " << (i + 1) << " <" << ruleblock->getName()
+ << "> has a fl::null rule at index <" << r << ">\n";
+ } else {
+ std::size_t thenIndex = rule->getText().find(" " + Rule::thenKeyword() + " ");
+ std::size_t andIndex = rule->getText().find(" " + Rule::andKeyword() + " ");
+ std::size_t orIndex = rule->getText().find(" " + Rule::orKeyword() + " ");
+ if (andIndex != std::string::npos and andIndex < thenIndex) {
+ ++requiresConjunction;
+ }
+ if (orIndex != std::string::npos and orIndex < thenIndex) {
+ ++requiresDisjunction;
+ }
+ if (rule->isLoaded()) {
+ Consequent* consequent = rule->getConsequent();
+ for (std::size_t c = 0; c < consequent->conclusions().size(); ++c) {
+ Proposition* proposition = consequent->conclusions().at(c);
+ const OutputVariable* outputVariable =
+ dynamic_cast<const OutputVariable*> (proposition->variable);
+ if (outputVariable and dynamic_cast<IntegralDefuzzifier*> (outputVariable->getDefuzzifier())) {
+ ++requiresImplication;
+ break;
+ }
+ }
+ }
+ }
+ }
+ const TNorm* conjunction = ruleblock->getConjunction();
+ if (requiresConjunction > 0 and not conjunction) {
+ ss << "- Rule block " << (i + 1) << " <" << ruleblock->getName() << "> has no conjunction operator\n";
+ ss << "- Rule block " << (i + 1) << " <" << ruleblock->getName() << "> has "
+ << requiresConjunction << " rules that require conjunction operator\n";
+ }
+ const SNorm* disjunction = ruleblock->getDisjunction();
+ if (requiresDisjunction > 0 and not disjunction) {
+ ss << "- Rule block " << (i + 1) << " <" << ruleblock->getName() << "> has no disjunction operator\n";
+ ss << "- Rule block " << (i + 1) << " <" << ruleblock->getName() << "> has "
+ << requiresDisjunction << " rules that require disjunction operator\n";
+ }
+ const TNorm* implication = ruleblock->getImplication();
+ if (requiresImplication > 0 and not implication) {
+ ss << "- Rule block " << (i + 1) << " <" << ruleblock->getName() << "> has no implication operator\n";
+ ss << "- Rule block " << (i + 1) << " <" << ruleblock->getName() << "> has "
+ << requiresImplication << " rules that require implication operator\n";
+ }
+ }
+ }
+ if (status) *status = ss.str();
+ return ss.str().empty();
+ }
+
+ void Engine::restart() {
+ for (std::size_t i = 0; i < inputVariables().size(); ++i) {
+ inputVariables().at(i)->setValue(fl::nan);
+ }
+ for (std::size_t i = 0; i < outputVariables().size(); ++i) {
+ outputVariables().at(i)->clear();
+ }
+ }
+
+ Complexity Engine::complexity() const {
+ Complexity result;
+ for (std::size_t i = 0; i < _ruleBlocks.size(); ++i) {
+ const RuleBlock* ruleBlock = _ruleBlocks.at(i);
+ if (ruleBlock->isEnabled()) {
+ result += ruleBlock->complexity();
+ }
+ }
+ return result;
+ }
+
+ void Engine::process() {
+ for (std::size_t i = 0; i < _outputVariables.size(); ++i) {
+ _outputVariables.at(i)->fuzzyOutput()->clear();
+ }
+
+ FL_DEBUG_BEGIN;
+ FL_DBG("===============");
+ FL_DBG("CURRENT INPUTS:");
+ for (std::size_t i = 0; i < _inputVariables.size(); ++i) {
+ InputVariable* inputVariable = _inputVariables.at(i);
+ scalar inputValue = inputVariable->getValue();
+ if (inputVariable->isEnabled()) {
+ FL_DBG(inputVariable->getName() << ".input = " << Op::str(inputValue));
+ FL_DBG(inputVariable->getName() << ".fuzzy = " << inputVariable->fuzzify(inputValue));
+ } else {
+ FL_DBG(inputVariable->getName() << ".enabled = false");
+ }
+ }
+ FL_DEBUG_END;
+
+
+ for (std::size_t i = 0; i < _ruleBlocks.size(); ++i) {
+ RuleBlock* ruleBlock = _ruleBlocks.at(i);
+ if (ruleBlock->isEnabled()) {
+ FL_DBG("===============");
+ FL_DBG("RULE BLOCK: " << ruleBlock->getName());
+ ruleBlock->activate();
+ }
+ }
+
+ for (std::size_t i = 0; i < _outputVariables.size(); ++i) {
+ _outputVariables.at(i)->defuzzify();
+ }
+
+ FL_DEBUG_BEGIN;
+ FL_DBG("===============");
+ FL_DBG("CURRENT OUTPUTS:");
+ for (std::size_t i = 0; i < _outputVariables.size(); ++i) {
+ OutputVariable* outputVariable = _outputVariables.at(i);
+ if (outputVariable->isEnabled()) {
+ FL_DBG(outputVariable->getName() << ".default = "
+ << outputVariable->getDefaultValue());
+
+ FL_DBG(outputVariable->getName() << ".lockValueInRange = "
+ << outputVariable->isLockValueInRange());
+
+ FL_DBG(outputVariable->getName() << ".lockPreviousValue= "
+ << outputVariable->isLockPreviousValue());
+
+ scalar output = outputVariable->getValue();
+ FL_DBG(outputVariable->getName() << ".output = " << output);
+ FL_DBG(outputVariable->getName() << ".fuzzy = " <<
+ outputVariable->fuzzify(output));
+ FL_DBG(outputVariable->fuzzyOutput()->toString());
+ } else {
+ FL_DBG(outputVariable->getName() << ".enabled = false");
+ }
+ }
+ FL_DBG("==============");
+ FL_DEBUG_END;
+ }
+
+ void Engine::setName(const std::string& name) {
+ this->_name = name;
+ }
+
+ std::string Engine::getName() const {
+ return this->_name;
+ }
+
+ void Engine::setDescription(const std::string& description) {
+ this->_description = description;
+ }
+
+ std::string Engine::getDescription() const {
+ return this->_description;
+ }
+
+ std::string Engine::toString() const {
+ return FllExporter().toString(this);
+ }
+
+ Engine::Type Engine::type(std::string* name, std::string* reason) const {
+ if (outputVariables().empty()) {
+ if (name) *name = "Unknown";
+ if (reason) *reason = "- Engine has no output variables";
+ return Engine::Unknown;
+ }
+
+ //Mamdani
+ bool mamdani = true;
+ for (std::size_t i = 0; mamdani and i < outputVariables().size(); ++i) {
+ OutputVariable* outputVariable = outputVariables().at(i);
+ //Defuzzifier must be integral
+ mamdani = mamdani and dynamic_cast<IntegralDefuzzifier*> (outputVariable->getDefuzzifier());
+ }
+ //Larsen
+ bool larsen = mamdani and not ruleBlocks().empty();
+ //Larsen is Mamdani with AlgebraicProduct as Implication
+ if (mamdani) {
+ for (std::size_t i = 0; larsen and i < ruleBlocks().size(); ++i) {
+ RuleBlock* ruleBlock = ruleBlocks().at(i);
+ larsen = larsen and dynamic_cast<const AlgebraicProduct*> (ruleBlock->getImplication());
+ }
+ }
+ if (larsen) {
+ if (name) *name = "Larsen";
+ if (reason) *reason = "- Output variables have integral defuzzifiers\n"
+ "- Implication in rule blocks is the algebraic product T-Norm";
+ return Engine::Larsen;
+ }
+ if (mamdani) {
+ if (name) *name = "Mamdani";
+ if (reason) *reason = "-Output variables have integral defuzzifiers";
+ return Engine::Mamdani;
+ }
+ //Else, keep checking
+
+ //TakagiSugeno
+ bool takagiSugeno = true;
+ for (std::size_t i = 0; takagiSugeno and i < outputVariables().size(); ++i) {
+ OutputVariable* outputVariable = outputVariables().at(i);
+ //Defuzzifier is Weighted
+ WeightedDefuzzifier* weightedDefuzzifier =
+ dynamic_cast<WeightedDefuzzifier*> (outputVariable->getDefuzzifier());
+
+ takagiSugeno = takagiSugeno and weightedDefuzzifier and
+ (weightedDefuzzifier->getType() == WeightedDefuzzifier::Automatic or
+ weightedDefuzzifier->getType() == WeightedDefuzzifier::TakagiSugeno);
+
+ if (takagiSugeno) {
+ //Takagi-Sugeno has only Constant, Linear or Function terms
+ for (std::size_t t = 0; takagiSugeno and t < outputVariable->numberOfTerms(); ++t) {
+ Term* term = outputVariable->getTerm(t);
+ takagiSugeno = takagiSugeno and
+ weightedDefuzzifier->inferType(term) == WeightedDefuzzifier::TakagiSugeno;
+ }
+ }
+ }
+ if (takagiSugeno) {
+ if (name) *name = "Takagi-Sugeno";
+ if (reason) *reason = "- Output variables have weighted defuzzifiers\n"
+ "- Output variables have constant, linear or function terms";
+ return Engine::TakagiSugeno;
+ }
+
+ //Tsukamoto
+ bool tsukamoto = true;
+ for (std::size_t i = 0; tsukamoto and i < outputVariables().size(); ++i) {
+ OutputVariable* outputVariable = outputVariables().at(i);
+ //Defuzzifier is Weighted
+ WeightedDefuzzifier* weightedDefuzzifier =
+ dynamic_cast<WeightedDefuzzifier*> (outputVariable->getDefuzzifier());
+
+ tsukamoto = tsukamoto and weightedDefuzzifier and
+ (weightedDefuzzifier->getType() == WeightedDefuzzifier::Automatic or
+ weightedDefuzzifier->getType() == WeightedDefuzzifier::Tsukamoto);
+ if (tsukamoto) {
+ //Tsukamoto has only monotonic terms: Concave, Ramp, Sigmoid, SShape, or ZShape
+ for (std::size_t t = 0; tsukamoto and t < outputVariable->numberOfTerms(); ++t) {
+ Term* term = outputVariable->getTerm(t);
+ tsukamoto = tsukamoto and term->isMonotonic();
+ }
+ }
+ }
+ if (tsukamoto) {
+ if (name) *name = "Tsukamoto";
+ if (reason) *reason = "- Output variables have weighted defuzzifiers\n"
+ "- Output variables only have monotonic terms";
+ return Engine::Tsukamoto;
+ }
+
+ //Inverse Tsukamoto
+ bool inverseTsukamoto = true;
+ for (std::size_t i = 0; inverseTsukamoto and i < outputVariables().size(); ++i) {
+ OutputVariable* outputVariable = outputVariables().at(i);
+ //Defuzzifier cannot be integral
+ WeightedDefuzzifier* weightedDefuzzifier =
+ dynamic_cast<WeightedDefuzzifier*> (outputVariable->getDefuzzifier());
+ inverseTsukamoto = inverseTsukamoto and weightedDefuzzifier;
+ }
+ if (inverseTsukamoto) {
+ if (name) *name = "Inverse Tsukamoto";
+ if (reason) *reason = "- Output variables have weighted defuzzifiers\n"
+ "- Output variables do not only have constant, linear or function terms\n"
+ "- Output variables do not only have monotonic terms";
+ return Engine::InverseTsukamoto;
+ }
+
+ bool hybrid = true;
+ for (std::size_t i = 0; i < outputVariables().size(); ++i) {
+ OutputVariable* outputVariable = outputVariables().at(i);
+ //Output variables have non-fl::null defuzzifiers
+ hybrid = hybrid and outputVariable->getDefuzzifier();
+ }
+ if (hybrid) {
+ if (name) *name = "Hybrid";
+ if (reason) *reason = "- Output variables have different types of defuzzifiers";
+ return Engine::Hybrid;
+ }
+
+ if (name) *name = "Unknown";
+ if (reason) *reason = "- One or more output variables do not have a defuzzifier";
+ return Engine::Unknown;
+ }
+
+ Engine* Engine::clone() const {
+ return new Engine(*this);
+ }
+
+ std::vector<Variable*> Engine::variables() const {
+ std::vector<Variable*> result;
+ result.reserve(inputVariables().size() + outputVariables().size());
+ result.insert(result.end(), inputVariables().begin(), inputVariables().end());
+ result.insert(result.end(), outputVariables().begin(), outputVariables().end());
+ return result;
+ }
+
+ /**
+ * Operations for InputVariables
+ */
+ void Engine::setInputValue(const std::string& name, scalar value) {
+ InputVariable* inputVariable = getInputVariable(name);
+ inputVariable->setValue(value);
+ }
+
+ void Engine::addInputVariable(InputVariable* inputVariable) {
+ inputVariables().push_back(inputVariable);
+ }
+
+ InputVariable* Engine::setInputVariable(InputVariable* inputVariable, std::size_t index) {
+ InputVariable* result = inputVariables().at(index);
+ inputVariables().at(index) = inputVariable;
+ return result;
+ }
+
+ void Engine::insertInputVariable(InputVariable* inputVariable, std::size_t index) {
+ inputVariables().insert(inputVariables().begin() + index, inputVariable);
+ }
+
+ InputVariable* Engine::getInputVariable(std::size_t index) const {
+ return inputVariables().at(index);
+ }
+
+ InputVariable* Engine::getInputVariable(const std::string& name) const {
+ for (std::size_t i = 0; i < inputVariables().size(); ++i) {
+ if (inputVariables().at(i)->getName() == name)
+ return inputVariables().at(i);
+ }
+ throw Exception("[engine error] input variable <" + name + "> not found", FL_AT);
+ }
+
+ bool Engine::hasInputVariable(const std::string& name) const {
+ for (std::size_t i = 0; i < inputVariables().size(); ++i) {
+ if (inputVariables().at(i)->getName() == name)
+ return true;
+ }
+ return false;
+ }
+
+ InputVariable* Engine::removeInputVariable(std::size_t index) {
+ InputVariable* result = inputVariables().at(index);
+ inputVariables().erase(inputVariables().begin() + index);
+ return result;
+ }
+
+ InputVariable* Engine::removeInputVariable(const std::string& name) {
+ for (std::size_t i = 0; i < inputVariables().size(); ++i) {
+ if (inputVariables().at(i)->getName() == name) {
+ InputVariable* result = inputVariables().at(i);
+ inputVariables().erase(inputVariables().begin() + i);
+ return result;
+ }
+ }
+ throw Exception("[engine error] input variable <" + name + "> not found", FL_AT);
+ }
+
+ std::size_t Engine::numberOfInputVariables() const {
+ return inputVariables().size();
+ }
+
+ const std::vector<InputVariable*>& Engine::inputVariables() const {
+ return this->_inputVariables;
+ }
+
+ void Engine::setInputVariables(const std::vector<InputVariable*>& inputVariables) {
+ this->_inputVariables = inputVariables;
+ }
+
+ std::vector<InputVariable*>& Engine::inputVariables() {
+ return this->_inputVariables;
+ }
+
+ /**
+ * Operations for OutputVariables
+ */
+ scalar Engine::getOutputValue(const std::string& name) {
+ OutputVariable* outputVariable = getOutputVariable(name);
+ return outputVariable->getValue();
+ }
+
+ void Engine::addOutputVariable(OutputVariable* outputVariable) {
+ outputVariables().push_back(outputVariable);
+ }
+
+ OutputVariable* Engine::setOutputVariable(OutputVariable* outputVariable, std::size_t index) {
+ OutputVariable* result = outputVariables().at(index);
+ outputVariables().at(index) = outputVariable;
+ return result;
+ }
+
+ void Engine::insertOutputVariable(OutputVariable* outputVariable, std::size_t index) {
+ outputVariables().insert(outputVariables().begin() + index, outputVariable);
+ }
+
+ OutputVariable* Engine::getOutputVariable(std::size_t index) const {
+ return outputVariables().at(index);
+ }
+
+ OutputVariable* Engine::getOutputVariable(const std::string& name) const {
+ for (std::size_t i = 0; i < outputVariables().size(); ++i) {
+ if (outputVariables().at(i)->getName() == name)
+ return outputVariables().at(i);
+ }
+ throw Exception("[engine error] output variable <" + name + "> not found", FL_AT);
+ }
+
+ bool Engine::hasOutputVariable(const std::string& name) const {
+ for (std::size_t i = 0; i < outputVariables().size(); ++i) {
+ if (outputVariables().at(i)->getName() == name)
+ return true;
+ }
+ return false;
+ }
+
+ OutputVariable* Engine::removeOutputVariable(std::size_t index) {
+ OutputVariable* result = outputVariables().at(index);
+ outputVariables().erase(outputVariables().begin() + index);
+ return result;
+ }
+
+ OutputVariable* Engine::removeOutputVariable(const std::string& name) {
+ for (std::size_t i = 0; i < outputVariables().size(); ++i) {
+ if (outputVariables().at(i)->getName() == name) {
+ OutputVariable* result = outputVariables().at(i);
+ outputVariables().erase(outputVariables().begin() + i);
+ return result;
+ }
+ }
+ throw Exception("[engine error] output variable <" + name + "> not found", FL_AT);
+ }
+
+ std::size_t Engine::numberOfOutputVariables() const {
+ return outputVariables().size();
+ }
+
+ const std::vector<OutputVariable*>& Engine::outputVariables() const {
+ return this->_outputVariables;
+ }
+
+ void Engine::setOutputVariables(const std::vector<OutputVariable*>& outputVariables) {
+ this->_outputVariables = outputVariables;
+ }
+
+ std::vector<OutputVariable*>& Engine::outputVariables() {
+ return this->_outputVariables;
+ }
+
+ /**
+ * Operations for iterable datatype _ruleblocks
+ */
+ void Engine::addRuleBlock(RuleBlock* ruleblock) {
+ ruleBlocks().push_back(ruleblock);
+ }
+
+ RuleBlock* Engine::setRuleBlock(RuleBlock* ruleBlock, std::size_t index) {
+ RuleBlock* result = ruleBlocks().at(index);
+ ruleBlocks().at(index) = ruleBlock;
+ return result;
+ }
+
+ void Engine::insertRuleBlock(RuleBlock* ruleblock, std::size_t index) {
+ ruleBlocks().insert(ruleBlocks().begin() + index, ruleblock);
+ }
+
+ RuleBlock* Engine::getRuleBlock(std::size_t index) const {
+ return ruleBlocks().at(index);
+ }
+
+ RuleBlock* Engine::getRuleBlock(const std::string& name) const {
+ for (std::size_t i = 0; i < ruleBlocks().size(); ++i) {
+ if (ruleBlocks().at(i)->getName() == name)
+ return ruleBlocks().at(i);
+ }
+ throw Exception("[engine error] rule block <" + name + "> not found", FL_AT);
+ }
+
+ bool Engine::hasRuleBlock(const std::string& name) const {
+ for (std::size_t i = 0; i < ruleBlocks().size(); ++i) {
+ if (ruleBlocks().at(i)->getName() == name)
+ return true;
+ }
+ return false;
+ }
+
+ RuleBlock* Engine::removeRuleBlock(std::size_t index) {
+ RuleBlock* result = ruleBlocks().at(index);
+ ruleBlocks().erase(ruleBlocks().begin() + index);
+ return result;
+ }
+
+ RuleBlock* Engine::removeRuleBlock(const std::string& name) {
+ for (std::size_t i = 0; i < ruleBlocks().size(); ++i) {
+ if (ruleBlocks().at(i)->getName() == name) {
+ RuleBlock* result = ruleBlocks().at(i);
+ ruleBlocks().erase(ruleBlocks().begin() + i);
+ return result;
+ }
+ }
+ throw Exception("[engine error] rule block <" + name + "> not found", FL_AT);
+ }
+
+ std::size_t Engine::numberOfRuleBlocks() const {
+ return ruleBlocks().size();
+ }
+
+ const std::vector<RuleBlock*>& Engine::ruleBlocks() const {
+ return this->_ruleBlocks;
+ }
+
+ void Engine::setRuleBlocks(const std::vector<RuleBlock*>& ruleBlocks) {
+ this->_ruleBlocks = ruleBlocks;
+ }
+
+ std::vector<RuleBlock*>& Engine::ruleBlocks() {
+ return this->_ruleBlocks;
+ }
+
+}
diff --git a/fuzzylite/src/Exception.cpp b/fuzzylite/src/Exception.cpp
new file mode 100644
index 0000000..1c27e70
--- /dev/null
+++ b/fuzzylite/src/Exception.cpp
@@ -0,0 +1,184 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#include "fl/Exception.h"
+
+
+#ifdef FL_BACKTRACE
+
+#ifdef FL_UNIX
+#include <execinfo.h>
+
+#elif defined FL_WINDOWS
+#include <windows.h>
+#include <winbase.h>
+
+#ifndef __MINGW32__
+/*Disable warning 8.1\Include\um\dbghelp.h(1544):
+warning C4091: 'typedef ': ignored on left of '' when no variable is declared*/
+#pragma warning (push)
+#pragma warning (disable:4091)
+#include <dbghelp.h>
+#pragma warning (pop)
+#endif
+
+#endif
+
+#endif
+
+
+#include <csignal>
+#include <cstring>
+
+namespace fl {
+
+ Exception::Exception(const std::string& what)
+ : std::exception(), _what(what) {
+ FL_DBG(this->what());
+ }
+
+ Exception::Exception(const std::string& what, const std::string& file, int line,
+ const std::string& function)
+ : std::exception(), _what(what) {
+ append(file, line, function);
+ FL_DBG(this->what());
+ }
+
+ Exception::~Exception() FL_INOEXCEPT { }
+
+ void Exception::setWhat(const std::string& what) {
+ this->_what = what;
+ }
+
+ std::string Exception::getWhat() const {
+ return this->_what;
+ }
+
+ const char* Exception::what() const FL_INOEXCEPT {
+ return this->_what.c_str();
+ }
+
+ void Exception::append(const std::string& whatElse) {
+ this->_what += whatElse + "\n";
+ }
+
+ void Exception::append(const std::string& file, int line, const std::string& function) {
+ std::ostringstream ss;
+ ss << "\n{at " << file << "::" << function << "() [line:" << line << "]}";
+ _what += ss.str();
+ }
+
+ void Exception::append(const std::string& whatElse,
+ const std::string& file, int line, const std::string& function) {
+ append(whatElse);
+ append(file, line, function);
+ }
+
+ std::string Exception::btCallStack() {
+#ifndef FL_BACKTRACE
+ return "[backtrace disabled] fuzzylite was built without -DFL_BACKTRACE";
+#elif defined FL_UNIX
+ std::ostringstream btStream;
+ const int bufferSize = 30;
+ void* buffer[bufferSize];
+ int backtraceSize = ::backtrace(buffer, bufferSize);
+ char **btSymbols = ::backtrace_symbols(buffer, backtraceSize);
+ if (btSymbols == fl::null) {
+ btStream << "[backtrace error] no symbols could be retrieved";
+ } else {
+ if (backtraceSize == 0) {
+ btStream << "[backtrace is empty]";
+ }
+ for (int i = 0; i < backtraceSize; ++i) {
+ btStream << btSymbols[i] << "\n";
+ }
+ }
+ ::free(btSymbols);
+ return btStream.str();
+
+
+#elif defined FL_WINDOWS && ! defined __MINGW32__
+ std::ostringstream btStream;
+ const int bufferSize = 30;
+ void* buffer[bufferSize];
+ SymInitialize(GetCurrentProcess(), fl::null, TRUE);
+
+ int backtraceSize = CaptureStackBackTrace(0, bufferSize, buffer, fl::null);
+ SYMBOL_INFO* btSymbol = (SYMBOL_INFO *) calloc(sizeof ( SYMBOL_INFO) + 256 * sizeof ( char), 1);
+ if (not btSymbol) {
+ btStream << "[backtrace error] no symbols could be retrieved";
+ } else {
+ btSymbol->MaxNameLen = 255;
+ btSymbol->SizeOfStruct = sizeof ( SYMBOL_INFO);
+ if (backtraceSize == 0) {
+ btStream << "[backtrace is empty]";
+ }
+ for (int i = 0; i < backtraceSize; ++i) {
+ SymFromAddr(GetCurrentProcess(), (DWORD64) (buffer[ i ]), 0, btSymbol);
+ btStream << (backtraceSize - i - 1) << ": " <<
+ btSymbol->Name << " at 0x" << btSymbol->Address << "\n";
+ }
+ }
+ ::free(btSymbol);
+ return btStream.str();
+#else
+ return "[backtrace missing] supported only in Unix and Windows platforms";
+#endif
+ }
+
+ void Exception::signalHandler(int unixSignal) {
+ std::ostringstream ex;
+ ex << "[unexpected signal " << unixSignal << "] ";
+#ifdef FL_UNIX
+ ex << ::strsignal(unixSignal);
+#endif
+ ex << "\nBACKTRACE:\n" << btCallStack();
+ Exception::catchException(Exception(ex.str(), FL_AT));
+ ::exit(EXIT_FAILURE);
+ }
+
+ void Exception::convertToException(int unixSignal) {
+ std::string signalDescription;
+#ifdef FL_UNIX
+ //Unblock the signal
+ sigset_t empty;
+ sigemptyset(&empty);
+ sigaddset(&empty, unixSignal);
+ sigprocmask(SIG_UNBLOCK, &empty, fl::null);
+ signalDescription = ::strsignal(unixSignal);
+#endif
+ std::ostringstream ex;
+ ex << "[signal " << unixSignal << "] " << signalDescription << "\n";
+ ex << "BACKTRACE:\n" << btCallStack();
+ throw Exception(ex.str(), FL_AT);
+ }
+
+ void Exception::terminate() {
+ Exception::catchException(Exception("[unexpected exception] BACKTRACE:\n" + btCallStack(), FL_AT));
+ ::exit(EXIT_FAILURE);
+ }
+
+ void Exception::catchException(const std::exception& exception) {
+ std::ostringstream ss;
+ ss << exception.what();
+ std::string backtrace = btCallStack();
+ if (not backtrace.empty()) {
+ ss << "\n\nBACKTRACE:\n" << backtrace;
+ }
+ FL_LOG(ss.str());
+ }
+
+}
diff --git a/fuzzylite/src/activation/First.cpp b/fuzzylite/src/activation/First.cpp
new file mode 100644
index 0000000..fcf7484
--- /dev/null
+++ b/fuzzylite/src/activation/First.cpp
@@ -0,0 +1,122 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#include "fl/activation/First.h"
+
+#include "fl/rule/RuleBlock.h"
+#include "fl/rule/Rule.h"
+#include "fl/Operation.h"
+
+namespace fl {
+
+ First::First(int numberOfRules, scalar threshold) : Activation(),
+ _numberOfRules(numberOfRules), _threshold(threshold) { }
+
+ First::~First() { }
+
+ std::string First::className() const {
+ return "First";
+ }
+
+ std::string First::parameters() const {
+ return Op::str(getNumberOfRules()) + " " + Op::str(getThreshold());
+ }
+
+ void First::configure(const std::string& parameters) {
+ if (parameters.empty()) return;
+ std::vector<std::string> values = Op::split(parameters, " ");
+ std::size_t required = 2;
+ if (values.size() < required) {
+ std::ostringstream ex;
+ ex << "[configuration error] activation <" << className() << ">"
+ << " requires <" << required << "> parameters";
+ throw Exception(ex.str(), FL_AT);
+ }
+ setNumberOfRules((int) Op::toScalar(values.at(0)));
+ setThreshold(Op::toScalar(values.at(1)));
+ }
+
+ Complexity First::complexity(const RuleBlock* ruleBlock) const {
+ Complexity result;
+
+ const TNorm* conjunction = ruleBlock->getConjunction();
+ const SNorm* disjunction = ruleBlock->getDisjunction();
+ const TNorm* implication = ruleBlock->getImplication();
+
+ Complexity meanFiring;
+ for (std::size_t i = 0; i < ruleBlock->numberOfRules(); ++i) {
+ result.comparison(1 + 3);
+ const Rule* rule = ruleBlock->getRule(i);
+ result += rule->complexityOfActivation(conjunction, disjunction);
+ meanFiring += rule->complexityOfFiring(implication);
+ }
+ meanFiring.divide(scalar(ruleBlock->numberOfRules()));
+
+ result += meanFiring.multiply(getNumberOfRules());
+ result += Complexity().arithmetic(1).multiply(getNumberOfRules());
+ return result;
+ }
+
+ void First::activate(RuleBlock* ruleBlock) {
+ FL_DBG("Activation: " << className() << " " << parameters());
+ const TNorm* conjunction = ruleBlock->getConjunction();
+ const SNorm* disjunction = ruleBlock->getDisjunction();
+ const TNorm* implication = ruleBlock->getImplication();
+
+ int activated = 0;
+ for (std::vector<Rule*>::const_iterator it = ruleBlock->rules().begin();
+ it != ruleBlock->rules().end(); ++it) {
+ Rule* rule = (*it);
+ rule->deactivate();
+
+ if (rule->isLoaded()) {
+ scalar activationDegree = rule->activateWith(conjunction, disjunction);
+ if (activated < _numberOfRules
+ and Op::isGt(activationDegree, 0.0)
+ and Op::isGE(activationDegree, _threshold)) {
+ rule->trigger(implication);
+ ++activated;
+ }
+ }
+ }
+ }
+
+ void First::setNumberOfRules(int numberOfRules) {
+ this->_numberOfRules = numberOfRules;
+ }
+
+ int First::getNumberOfRules() const {
+ return this->_numberOfRules;
+ }
+
+ void First::setThreshold(scalar threshold) {
+ this->_threshold = threshold;
+ }
+
+ scalar First::getThreshold() const {
+ return this->_threshold;
+ }
+
+ First* First::clone() const {
+ return new First(*this);
+ }
+
+ Activation* First::constructor() {
+ return new First;
+ }
+
+}
+
diff --git a/fuzzylite/src/activation/General.cpp b/fuzzylite/src/activation/General.cpp
new file mode 100644
index 0000000..a42c588
--- /dev/null
+++ b/fuzzylite/src/activation/General.cpp
@@ -0,0 +1,77 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#include "fl/activation/General.h"
+
+#include "fl/rule/RuleBlock.h"
+#include "fl/rule/Rule.h"
+#include "fl/Operation.h"
+
+namespace fl {
+
+ General::General() : Activation() { }
+
+ General::~General() { }
+
+ std::string General::className() const {
+ return "General";
+ }
+
+ std::string General::parameters() const {
+ return "";
+ }
+
+ void General::configure(const std::string& parameters) {
+ FL_IUNUSED(parameters);
+ }
+
+ Complexity General::complexity(const RuleBlock* ruleBlock) const {
+ Complexity result;
+ for (std::size_t i = 0; i < ruleBlock->numberOfRules(); ++i) {
+ result.comparison(1);
+ result += ruleBlock->getRule(i)->complexity(
+ ruleBlock->getConjunction(), ruleBlock->getDisjunction(),
+ ruleBlock->getImplication());
+ }
+ return result;
+ }
+
+ void General::activate(RuleBlock* ruleBlock) {
+ FL_DBG("Activation: " << className() << " " << parameters());
+ const TNorm* conjunction = ruleBlock->getConjunction();
+ const SNorm* disjunction = ruleBlock->getDisjunction();
+ const TNorm* implication = ruleBlock->getImplication();
+
+ const std::size_t numberOfRules = ruleBlock->numberOfRules();
+ for (std::size_t i = 0; i < numberOfRules; ++i) {
+ Rule* rule = ruleBlock->getRule(i);
+ rule->deactivate();
+ if (rule->isLoaded()) {
+ rule->activateWith(conjunction, disjunction);
+ rule->trigger(implication);
+ }
+ }
+ }
+
+ General* General::clone() const {
+ return new General(*this);
+ }
+
+ Activation* General::constructor() {
+ return new General;
+ }
+
+}
diff --git a/fuzzylite/src/activation/Highest.cpp b/fuzzylite/src/activation/Highest.cpp
new file mode 100644
index 0000000..612c16b
--- /dev/null
+++ b/fuzzylite/src/activation/Highest.cpp
@@ -0,0 +1,120 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#include "fl/activation/Highest.h"
+
+#include "fl/rule/RuleBlock.h"
+#include "fl/rule/Rule.h"
+#include "fl/Operation.h"
+
+#include <queue>
+
+namespace fl {
+
+ Highest::Highest(int numberOfRules) : Activation(), _numberOfRules(numberOfRules) { }
+
+ Highest::~Highest() { }
+
+ std::string Highest::className() const {
+ return "Highest";
+ }
+
+ std::string Highest::parameters() const {
+ return Op::str(getNumberOfRules());
+ }
+
+ void Highest::configure(const std::string& parameters) {
+ setNumberOfRules((int) Op::toScalar(parameters));
+ }
+
+ int Highest::getNumberOfRules() const {
+ return this->_numberOfRules;
+ }
+
+ void Highest::setNumberOfRules(int numberOfRules) {
+ this->_numberOfRules = numberOfRules;
+ }
+
+ Complexity Highest::complexity(const RuleBlock* ruleBlock) const {
+ //Cost of priority_queue:
+ //http://stackoverflow.com/questions/2974470/efficiency-of-the-stl-priority-queue
+ Complexity result;
+
+ const TNorm* conjunction = ruleBlock->getConjunction();
+ const SNorm* disjunction = ruleBlock->getDisjunction();
+ const TNorm* implication = ruleBlock->getImplication();
+
+ Complexity meanFiring;
+ for (std::size_t i = 0; i < ruleBlock->numberOfRules(); ++i) {
+ const Rule* rule = ruleBlock->getRule(i);
+ result += rule->complexityOfActivation(conjunction, disjunction);
+ meanFiring += rule->complexityOfFiring(implication);
+ }
+ meanFiring.divide(scalar(ruleBlock->numberOfRules()));
+
+ //Complexity of push is O(log n)
+ result += Complexity().function(1).multiply(ruleBlock->numberOfRules()
+ * std::log(scalar(ruleBlock->numberOfRules())));
+
+ result += Complexity().comparison(2).arithmetic(1).multiply(getNumberOfRules());
+ result += meanFiring.multiply(getNumberOfRules());
+ //Complexity of pop is 2 * O(log n)
+ result += Complexity().function(1).multiply(getNumberOfRules() *
+ 2 * std::log(scalar(ruleBlock->numberOfRules())));
+ return result;
+ }
+
+ struct Descending {
+
+ bool operator()(const Rule* a, const Rule* b) const {
+ return a->getActivationDegree() < b->getActivationDegree();
+ }
+ };
+
+ void Highest::activate(RuleBlock* ruleBlock) {
+ const TNorm* conjunction = ruleBlock->getConjunction();
+ const SNorm* disjunction = ruleBlock->getDisjunction();
+ const TNorm* implication = ruleBlock->getImplication();
+
+ std::priority_queue<Rule*, std::vector<Rule*>, Descending> rulesToActivate;
+
+ for (std::size_t i = 0; i < ruleBlock->numberOfRules(); ++i) {
+ Rule* rule = ruleBlock->getRule(i);
+ rule->deactivate();
+ if (rule->isLoaded()) {
+ scalar activationDegree = rule->activateWith(conjunction, disjunction);
+ if (Op::isGt(activationDegree, 0.0))
+ rulesToActivate.push(rule);
+ }
+ }
+
+ int activated = 0;
+ while (rulesToActivate.size() > 0 and activated++ < _numberOfRules) {
+ Rule* rule = rulesToActivate.top();
+ rule->trigger(implication);
+ rulesToActivate.pop();
+ }
+ }
+
+ Highest* Highest::clone() const {
+ return new Highest(*this);
+ }
+
+ Activation* Highest::constructor() {
+ return new Highest;
+ }
+
+}
diff --git a/fuzzylite/src/activation/Last.cpp b/fuzzylite/src/activation/Last.cpp
new file mode 100644
index 0000000..90b5dc9
--- /dev/null
+++ b/fuzzylite/src/activation/Last.cpp
@@ -0,0 +1,121 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#include "fl/activation/Last.h"
+
+#include "fl/rule/RuleBlock.h"
+#include "fl/rule/Rule.h"
+#include "fl/Operation.h"
+
+namespace fl {
+
+ Last::Last(int numberOfRules, scalar threshold) : Activation(),
+ _numberOfRules(numberOfRules), _threshold(threshold) { }
+
+ Last::~Last() { }
+
+ std::string Last::className() const {
+ return "Last";
+ }
+
+ std::string Last::parameters() const {
+ return Op::str(getNumberOfRules()) + " " + Op::str(getThreshold());
+ }
+
+ void Last::configure(const std::string& parameters) {
+ if (parameters.empty()) return;
+ std::vector<std::string> values = Op::split(parameters, " ");
+ std::size_t required = 2;
+ if (values.size() < required) {
+ std::ostringstream ex;
+ ex << "[configuration error] activation <" << className() << ">"
+ << " requires <" << required << "> parameters";
+ throw Exception(ex.str(), FL_AT);
+ }
+ setNumberOfRules((int) Op::toScalar(values.at(0)));
+ setThreshold(Op::toScalar(values.at(1)));
+ }
+
+ void Last::setNumberOfRules(int numberOfRules) {
+ this->_numberOfRules = numberOfRules;
+ }
+
+ int Last::getNumberOfRules() const {
+ return this->_numberOfRules;
+ }
+
+ void Last::setThreshold(scalar threshold) {
+ this->_threshold = threshold;
+ }
+
+ scalar Last::getThreshold() const {
+ return this->_threshold;
+ }
+
+ Complexity Last::complexity(const RuleBlock* ruleBlock) const {
+ Complexity result;
+
+ const TNorm* conjunction = ruleBlock->getConjunction();
+ const SNorm* disjunction = ruleBlock->getDisjunction();
+ const TNorm* implication = ruleBlock->getImplication();
+
+ Complexity meanFiring;
+ for (std::size_t i = 0; i < ruleBlock->numberOfRules(); ++i) {
+ result.comparison(1 + 3);
+ const Rule* rule = ruleBlock->getRule(i);
+ result += rule->complexityOfActivation(conjunction, disjunction);
+ meanFiring += rule->complexityOfFiring(implication);
+ }
+ meanFiring.divide(scalar(ruleBlock->numberOfRules()));
+
+ result += meanFiring.multiply(getNumberOfRules());
+ result += Complexity().arithmetic(1).multiply(getNumberOfRules());
+ return result;
+ }
+
+ void Last::activate(RuleBlock* ruleBlock) {
+ FL_DBG("Activation: " << className() << " " << parameters());
+ const TNorm* conjunction = ruleBlock->getConjunction();
+ const SNorm* disjunction = ruleBlock->getDisjunction();
+ const TNorm* implication = ruleBlock->getImplication();
+
+ int activated = 0;
+ for (std::vector<Rule*>::const_reverse_iterator it = ruleBlock->rules().rbegin();
+ it != ruleBlock->rules().rend(); ++it) {
+ Rule* rule = (*it);
+ rule->deactivate();
+
+ if (rule->isLoaded()) {
+ scalar activationDegree = rule->activateWith(conjunction, disjunction);
+ if (activated < _numberOfRules
+ and Op::isGt(activationDegree, 0.0)
+ and Op::isGE(activationDegree, _threshold)) {
+ rule->trigger(implication);
+ ++activated;
+ }
+ }
+ }
+ }
+
+ Last* Last::clone() const {
+ return new Last(*this);
+ }
+
+ Activation* Last::constructor() {
+ return new Last;
+ }
+
+}
diff --git a/fuzzylite/src/activation/Lowest.cpp b/fuzzylite/src/activation/Lowest.cpp
new file mode 100644
index 0000000..52e7e85
--- /dev/null
+++ b/fuzzylite/src/activation/Lowest.cpp
@@ -0,0 +1,122 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#include "fl/activation/Lowest.h"
+
+#include "fl/rule/RuleBlock.h"
+#include "fl/rule/Rule.h"
+#include "fl/Operation.h"
+
+#include <queue>
+
+namespace fl {
+
+ Lowest::Lowest(int numberOfRules) : Activation(), _numberOfRules(numberOfRules) { }
+
+ Lowest::~Lowest() { }
+
+ std::string Lowest::className() const {
+ return "Lowest";
+ }
+
+ std::string Lowest::parameters() const {
+ return Op::str(getNumberOfRules());
+ }
+
+ void Lowest::configure(const std::string& parameters) {
+ setNumberOfRules((int) Op::toScalar(parameters));
+ }
+
+ int Lowest::getNumberOfRules() const {
+ return this->_numberOfRules;
+ }
+
+ void Lowest::setNumberOfRules(int activatedRules) {
+ this->_numberOfRules = activatedRules;
+ }
+
+ Complexity Lowest::complexity(const RuleBlock* ruleBlock) const {
+ //Cost of priority_queue:
+ //http://stackoverflow.com/questions/2974470/efficiency-of-the-stl-priority-queue
+ Complexity result;
+
+ const TNorm* conjunction = ruleBlock->getConjunction();
+ const SNorm* disjunction = ruleBlock->getDisjunction();
+ const TNorm* implication = ruleBlock->getImplication();
+
+ Complexity meanFiring;
+ for (std::size_t i = 0; i < ruleBlock->numberOfRules(); ++i) {
+ const Rule* rule = ruleBlock->getRule(i);
+ result.comparison(2);
+ result += rule->complexityOfActivation(conjunction, disjunction);
+ meanFiring += rule->complexityOfFiring(implication);
+ }
+ meanFiring.divide(scalar(ruleBlock->numberOfRules()));
+
+ //Complexity of push is O(log n)
+ result += Complexity().function(1).multiply(ruleBlock->numberOfRules()
+ * std::log(scalar(ruleBlock->numberOfRules())));
+
+ result += Complexity().comparison(2).arithmetic(1).multiply(getNumberOfRules());
+ result += meanFiring.multiply(getNumberOfRules());
+ //Complexity of pop is 2 * O(log n)
+ result += Complexity().function(1).multiply(getNumberOfRules() *
+ 2 * std::log(scalar(ruleBlock->numberOfRules())));
+ return result;
+ }
+
+ struct Ascending {
+
+ bool operator()(const Rule* a, const Rule* b) {
+ return a->getActivationDegree() > b->getActivationDegree();
+ }
+ };
+
+ void Lowest::activate(RuleBlock* ruleBlock) {
+ FL_DBG("Activation: " << className() << " " << parameters());
+ const TNorm* conjunction = ruleBlock->getConjunction();
+ const SNorm* disjunction = ruleBlock->getDisjunction();
+ const TNorm* implication = ruleBlock->getImplication();
+
+ std::priority_queue<Rule*, std::vector<Rule*>, Ascending> rulesToActivate;
+
+ for (std::size_t i = 0; i < ruleBlock->numberOfRules(); ++i) {
+ Rule* rule = ruleBlock->getRule(i);
+ rule->deactivate();
+ if (rule->isLoaded()) {
+ scalar activationDegree = rule->activateWith(conjunction, disjunction);
+ if (Op::isGt(activationDegree, 0.0))
+ rulesToActivate.push(rule);
+ }
+ }
+
+ int activated = 0;
+ while (rulesToActivate.size() > 0 and activated++ < _numberOfRules) {
+ Rule* rule = rulesToActivate.top();
+ rule->trigger(implication);
+ rulesToActivate.pop();
+ }
+ }
+
+ Lowest* Lowest::clone() const {
+ return new Lowest(*this);
+ }
+
+ Activation* Lowest::constructor() {
+ return new Lowest;
+ }
+
+}
diff --git a/fuzzylite/src/activation/Proportional.cpp b/fuzzylite/src/activation/Proportional.cpp
new file mode 100644
index 0000000..07fa2aa
--- /dev/null
+++ b/fuzzylite/src/activation/Proportional.cpp
@@ -0,0 +1,91 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#include "fl/activation/Proportional.h"
+
+#include "fl/rule/RuleBlock.h"
+#include "fl/rule/Rule.h"
+#include "fl/Operation.h"
+
+namespace fl {
+
+ Proportional::Proportional() : Activation() { }
+
+ Proportional::~Proportional() { }
+
+ std::string Proportional::className() const {
+ return "Proportional";
+ }
+
+ std::string Proportional::parameters() const {
+ return "";
+ }
+
+ void Proportional::configure(const std::string& parameters) {
+ FL_IUNUSED(parameters);
+ }
+
+ Complexity Proportional::complexity(const RuleBlock* ruleBlock) const {
+ Complexity result;
+ for (std::size_t i = 0; i < ruleBlock->numberOfRules(); ++i) {
+ result.comparison(1).arithmetic(1);
+ result += ruleBlock->getRule(i)->complexityOfActivation(
+ ruleBlock->getConjunction(), ruleBlock->getDisjunction());
+ }
+
+ for (std::size_t i = 0; i < ruleBlock->numberOfRules(); ++i) {
+ result.arithmetic(1);
+ result += ruleBlock->getRule(i)->complexityOfFiring(ruleBlock->getImplication());
+ }
+ return result;
+ }
+
+ void Proportional::activate(RuleBlock* ruleBlock) {
+ FL_DBG("Activation: " << className() << " " << parameters());
+ const TNorm* conjunction = ruleBlock->getConjunction();
+ const SNorm* disjunction = ruleBlock->getDisjunction();
+ const TNorm* implication = ruleBlock->getImplication();
+
+ scalar sumActivationDegrees = 0.0;
+ std::vector<Rule*> rulesToActivate;
+ const std::size_t numberOfRules = ruleBlock->numberOfRules();
+ for (std::size_t i = 0; i < numberOfRules; ++i) {
+ Rule* rule = ruleBlock->getRule(i);
+ rule->deactivate();
+ if (rule->isLoaded()) {
+ scalar activationDegree = rule->activateWith(conjunction, disjunction);
+ rulesToActivate.push_back(rule);
+ sumActivationDegrees += activationDegree;
+ }
+ }
+
+ for (std::size_t i = 0; i < rulesToActivate.size(); ++i) {
+ Rule* rule = rulesToActivate.at(i);
+ scalar activationDegree = rule->getActivationDegree() / sumActivationDegrees;
+ rule->setActivationDegree(activationDegree);
+ rule->trigger(implication);
+ }
+ }
+
+ Proportional* Proportional::clone() const {
+ return new Proportional(*this);
+ }
+
+ Activation* Proportional::constructor() {
+ return new Proportional;
+ }
+
+}
diff --git a/fuzzylite/src/activation/Threshold.cpp b/fuzzylite/src/activation/Threshold.cpp
new file mode 100644
index 0000000..cd1f034
--- /dev/null
+++ b/fuzzylite/src/activation/Threshold.cpp
@@ -0,0 +1,170 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#include "fl/activation/Threshold.h"
+
+#include "fl/rule/RuleBlock.h"
+#include "fl/rule/Rule.h"
+#include "fl/Operation.h"
+
+namespace fl {
+
+ Threshold::Threshold(Comparison comparison, scalar threshold) : Activation(),
+ _comparison(comparison), _value(threshold) { }
+
+ Threshold::Threshold(const std::string& comparison, scalar threshold) : Activation(),
+ _comparison(parseComparison(comparison)), _value(threshold) { }
+
+ Threshold::~Threshold() { }
+
+ std::string Threshold::className() const {
+ return "Threshold";
+ }
+
+ std::string Threshold::parameters() const {
+ std::ostringstream ss;
+ ss << comparisonOperator() << " " << Op::str(getValue());
+ return ss.str();
+ }
+
+ void Threshold::configure(const std::string& parameters) {
+ if (parameters.empty()) return;
+ std::vector<std::string> values = Op::split(parameters, " ");
+ std::size_t required = 2;
+ if (values.size() < required) {
+ std::ostringstream ex;
+ ex << "[configuration error] activation <" << className() << ">"
+ << " requires <" << required << "> parameters";
+ throw Exception(ex.str(), FL_AT);
+ }
+ setComparison(parseComparison(values.at(0)));
+ setValue(Op::toScalar(values.at(1)));
+ }
+
+ void Threshold::setComparison(Comparison comparison) {
+ this->_comparison = comparison;
+ }
+
+ Threshold::Comparison Threshold::getComparison() const {
+ return this->_comparison;
+ }
+
+ std::string Threshold::comparisonOperator() const {
+ return comparisonOperator(getComparison());
+ }
+
+ std::string Threshold::comparisonOperator(Comparison comparison) const {
+ switch (comparison) {
+ case LessThan: return "<";
+ case LessThanOrEqualTo: return "<=";
+ case EqualTo: return "==";
+ case NotEqualTo: return "!=";
+ case GreaterThanOrEqualTo: return ">=";
+ case GreaterThan: return ">";
+ default: return "?";
+ }
+ }
+
+ std::vector<std::string> Threshold::availableComparisonOperators() const {
+ std::vector<std::string> result;
+ result.push_back("<");
+ result.push_back("<=");
+ result.push_back("==");
+ result.push_back("!=");
+ result.push_back(">=");
+ result.push_back(">");
+ return result;
+ }
+
+ Threshold::Comparison Threshold::parseComparison(const std::string& name) const {
+ if (name == "<") return LessThan;
+ if (name == "<=") return LessThanOrEqualTo;
+ if (name == "==") return EqualTo;
+ if (name == "!=") return NotEqualTo;
+ if (name == ">=") return GreaterThanOrEqualTo;
+ if (name == ">") return GreaterThan;
+ throw Exception("[syntax error] invalid threshold type by name <" + name + ">", FL_AT);
+ }
+
+ void Threshold::setValue(scalar value) {
+ this->_value = value;
+ }
+
+ scalar Threshold::getValue() const {
+ return this->_value;
+ }
+
+ void Threshold::setThreshold(Comparison comparison, scalar threshold) {
+ setComparison(comparison);
+ setValue(threshold);
+ }
+
+ void Threshold::setThreshold(const std::string& comparison, scalar value) {
+ setComparison(parseComparison(comparison));
+ setValue(value);
+ }
+
+ bool Threshold::activatesWith(scalar activationDegree) const {
+ switch (getComparison()) {
+ case LessThan: return Op::isLt(activationDegree, getValue());
+ case LessThanOrEqualTo: return Op::isLE(activationDegree, getValue());
+ case EqualTo: return Op::isEq(activationDegree, getValue());
+ case NotEqualTo: return not Op::isEq(activationDegree, getValue());
+ case GreaterThanOrEqualTo: return Op::isGE(activationDegree, getValue());
+ case GreaterThan: return Op::isGt(activationDegree, getValue());
+ default: return false;
+ }
+ }
+
+ Complexity Threshold::complexity(const RuleBlock* ruleBlock) const {
+ Complexity result;
+ for (std::size_t i = 0; i < ruleBlock->rules().size(); ++i) {
+ result.comparison(2);
+ result += ruleBlock->rules().at(i)->complexity(
+ ruleBlock->getConjunction(), ruleBlock->getDisjunction(),
+ ruleBlock->getImplication());
+ }
+ return result;
+ }
+
+ void Threshold::activate(RuleBlock* ruleBlock) {
+ FL_DBG("Activation: " << className() << " " << parameters());
+ const TNorm* conjunction = ruleBlock->getConjunction();
+ const SNorm* disjunction = ruleBlock->getDisjunction();
+ const TNorm* implication = ruleBlock->getImplication();
+
+ for (std::size_t i = 0; i < ruleBlock->numberOfRules(); ++i) {
+ Rule* rule = ruleBlock->getRule(i);
+ rule->deactivate();
+ if (rule->isLoaded()) {
+ scalar activationDegree = rule->activateWith(conjunction, disjunction);
+ if (activatesWith(activationDegree)) {
+ rule->trigger(implication);
+ }
+ }
+ }
+ }
+
+ Threshold* Threshold::clone() const {
+ return new Threshold(*this);
+ }
+
+ Activation* Threshold::constructor() {
+ return new Threshold;
+ }
+
+}
+
diff --git a/fuzzylite/src/defuzzifier/Bisector.cpp b/fuzzylite/src/defuzzifier/Bisector.cpp
new file mode 100644
index 0000000..ed61b6f
--- /dev/null
+++ b/fuzzylite/src/defuzzifier/Bisector.cpp
@@ -0,0 +1,68 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#include "fl/defuzzifier/Bisector.h"
+
+#include "fl/term/Term.h"
+
+namespace fl {
+
+ Bisector::Bisector(int resolution)
+ : IntegralDefuzzifier(resolution) { }
+
+ Bisector::~Bisector() { }
+
+ std::string Bisector::className() const {
+ return "Bisector";
+ }
+
+ Complexity Bisector::complexity(const Term* term) const {
+ return Complexity().comparison(1).arithmetic(1 + 2 + 5) +
+ term->complexity().comparison(1).arithmetic(1 + 5).multiply(getResolution());
+ }
+
+ scalar Bisector::defuzzify(const Term* term, scalar minimum, scalar maximum) const {
+ if (not Op::isFinite(minimum + maximum)) return fl::nan;
+
+ const scalar dx = (maximum - minimum) / getResolution();
+ int counter = getResolution();
+ int left = 0, right = 0;
+ scalar leftArea = 0, rightArea = 0;
+ scalar xLeft = minimum, xRight = maximum;
+ while (counter-- > 0) {
+ if (Op::isLE(leftArea, rightArea)) {
+ xLeft = minimum + (left + 0.5) * dx;
+ leftArea += term->membership(xLeft);
+ ++left;
+ } else {
+ xRight = maximum - (right + 0.5) * dx;
+ rightArea += term->membership(xRight);
+ ++right;
+ }
+ }
+ //Inverse weighted average to compensate
+ return (leftArea * xRight + rightArea * xLeft) / (leftArea + rightArea);
+ }
+
+ Bisector* Bisector::clone() const {
+ return new Bisector(*this);
+ }
+
+ Defuzzifier* Bisector::constructor() {
+ return new Bisector;
+ }
+
+}
diff --git a/fuzzylite/src/defuzzifier/Centroid.cpp b/fuzzylite/src/defuzzifier/Centroid.cpp
new file mode 100644
index 0000000..177da26
--- /dev/null
+++ b/fuzzylite/src/defuzzifier/Centroid.cpp
@@ -0,0 +1,68 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#include "fl/defuzzifier/Centroid.h"
+
+#include "fl/term/Term.h"
+
+namespace fl {
+
+ Centroid::Centroid(int resolution)
+ : IntegralDefuzzifier(resolution) { }
+
+ Centroid::~Centroid() { }
+
+ std::string Centroid::className() const {
+ return "Centroid";
+ }
+
+ Complexity Centroid::complexity(const Term* term) const {
+ return Complexity().comparison(1).arithmetic(1 + 2 + 1) +
+ term->complexity().arithmetic(6).multiply(getResolution());
+ }
+
+ scalar Centroid::defuzzify(const Term* term, scalar minimum, scalar maximum) const {
+ if (not Op::isFinite(minimum + maximum)) return fl::nan;
+
+ const int resolution = getResolution();
+ const scalar dx = (maximum - minimum) / resolution;
+ scalar x, y;
+ scalar area = 0, xcentroid = 0;
+ //scalar ycentroid = 0;
+ for (int i = 0; i < resolution; ++i) {
+ x = minimum + (i + 0.5) * dx;
+ y = term->membership(x);
+
+ xcentroid += y * x;
+ //ycentroid += y * y;
+ area += y;
+ }
+ //Final results not computed for efficiency
+ //xcentroid /= area;
+ //ycentroid /= 2 * area;
+ //area *= dx;
+ return xcentroid / area;
+ }
+
+ Centroid* Centroid::clone() const {
+ return new Centroid(*this);
+ }
+
+ Defuzzifier* Centroid::constructor() {
+ return new Centroid;
+ }
+
+}
diff --git a/fuzzylite/src/defuzzifier/IntegralDefuzzifier.cpp b/fuzzylite/src/defuzzifier/IntegralDefuzzifier.cpp
new file mode 100644
index 0000000..3b06b42
--- /dev/null
+++ b/fuzzylite/src/defuzzifier/IntegralDefuzzifier.cpp
@@ -0,0 +1,44 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#include "fl/defuzzifier/IntegralDefuzzifier.h"
+
+namespace fl {
+
+ int IntegralDefuzzifier::_defaultResolution = 100;
+
+ void IntegralDefuzzifier::setDefaultResolution(int defaultResolution) {
+ _defaultResolution = defaultResolution;
+ }
+
+ int IntegralDefuzzifier::defaultResolution() {
+ return _defaultResolution;
+ }
+
+ IntegralDefuzzifier::IntegralDefuzzifier(int resolution)
+ : Defuzzifier(), _resolution(resolution) { }
+
+ IntegralDefuzzifier::~IntegralDefuzzifier() { }
+
+ void IntegralDefuzzifier::setResolution(int resolution) {
+ this->_resolution = resolution;
+ }
+
+ int IntegralDefuzzifier::getResolution() const {
+ return this->_resolution;
+ }
+
+}
diff --git a/fuzzylite/src/defuzzifier/LargestOfMaximum.cpp b/fuzzylite/src/defuzzifier/LargestOfMaximum.cpp
new file mode 100644
index 0000000..ff05707
--- /dev/null
+++ b/fuzzylite/src/defuzzifier/LargestOfMaximum.cpp
@@ -0,0 +1,65 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#include "fl/defuzzifier/LargestOfMaximum.h"
+
+#include "fl/Exception.h"
+#include "fl/term/Term.h"
+
+namespace fl {
+
+ LargestOfMaximum::LargestOfMaximum(int resolution)
+ : IntegralDefuzzifier(resolution) { }
+
+ LargestOfMaximum::~LargestOfMaximum() { }
+
+ std::string LargestOfMaximum::className() const {
+ return "LargestOfMaximum";
+ }
+
+ Complexity LargestOfMaximum::complexity(const Term* term) const {
+ return Complexity().comparison(1).arithmetic(1 + 2) +
+ term->complexity().comparison(1).arithmetic(3).multiply(getResolution());
+ }
+
+ scalar LargestOfMaximum::defuzzify(const Term* term, scalar minimum, scalar maximum) const {
+ if (not Op::isFinite(minimum + maximum)) return fl::nan;
+
+ const int resolution = getResolution();
+ const scalar dx = (maximum - minimum) / resolution;
+ scalar x, y;
+ scalar ymax = -1.0, xlargest = maximum;
+ for (int i = 0; i < resolution; ++i) {
+ x = minimum + (i + 0.5) * dx;
+ y = term->membership(x);
+
+ if (Op::isGE(y, ymax)) {
+ ymax = y;
+ xlargest = x;
+ }
+ }
+ return xlargest;
+ }
+
+ LargestOfMaximum* LargestOfMaximum::clone() const {
+ return new LargestOfMaximum(*this);
+ }
+
+ Defuzzifier* LargestOfMaximum::constructor() {
+ return new LargestOfMaximum;
+ }
+
+}
diff --git a/fuzzylite/src/defuzzifier/MeanOfMaximum.cpp b/fuzzylite/src/defuzzifier/MeanOfMaximum.cpp
new file mode 100644
index 0000000..961e505
--- /dev/null
+++ b/fuzzylite/src/defuzzifier/MeanOfMaximum.cpp
@@ -0,0 +1,77 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#include "fl/defuzzifier/MeanOfMaximum.h"
+
+#include "fl/Exception.h"
+#include "fl/term/Term.h"
+
+namespace fl {
+
+ MeanOfMaximum::MeanOfMaximum(int resolution)
+ : IntegralDefuzzifier(resolution) { }
+
+ MeanOfMaximum::~MeanOfMaximum() { }
+
+ std::string MeanOfMaximum::className() const {
+ return "MeanOfMaximum";
+ }
+
+ Complexity MeanOfMaximum::complexity(const Term* term) const {
+ return Complexity().comparison(1).arithmetic(1 + 2 + 2) +
+ term->complexity().comparison(4).arithmetic(3).multiply(getResolution());
+ }
+
+ scalar MeanOfMaximum::defuzzify(const Term* term, scalar minimum, scalar maximum) const {
+ if (not Op::isFinite(minimum + maximum)) return fl::nan;
+
+ const int resolution = getResolution();
+ const scalar dx = (maximum - minimum) / resolution;
+ scalar x, y;
+ scalar ymax = -1.0;
+ scalar xsmallest = minimum;
+ scalar xlargest = maximum;
+ bool samePlateau = false;
+ for (int i = 0; i < resolution; ++i) {
+ x = minimum + (i + 0.5) * dx;
+ y = term->membership(x);
+
+ if (Op::isGt(y, ymax)) {
+ ymax = y;
+
+ xsmallest = x;
+ xlargest = x;
+
+ samePlateau = true;
+ } else if (samePlateau and Op::isEq(y, ymax)) {
+ xlargest = x;
+ } else if (Op::isLt(y, ymax)) {
+ samePlateau = false;
+ }
+ }
+
+ return 0.5 * (xlargest + xsmallest);
+ }
+
+ MeanOfMaximum* MeanOfMaximum::clone() const {
+ return new MeanOfMaximum(*this);
+ }
+
+ Defuzzifier* MeanOfMaximum::constructor() {
+ return new MeanOfMaximum;
+ }
+
+}
diff --git a/fuzzylite/src/defuzzifier/SmallestOfMaximum.cpp b/fuzzylite/src/defuzzifier/SmallestOfMaximum.cpp
new file mode 100644
index 0000000..7333702
--- /dev/null
+++ b/fuzzylite/src/defuzzifier/SmallestOfMaximum.cpp
@@ -0,0 +1,65 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#include "fl/defuzzifier/SmallestOfMaximum.h"
+
+#include "fl/Exception.h"
+#include "fl/term/Term.h"
+
+namespace fl {
+
+ SmallestOfMaximum::SmallestOfMaximum(int resolution)
+ : IntegralDefuzzifier(resolution) { }
+
+ SmallestOfMaximum::~SmallestOfMaximum() { }
+
+ std::string SmallestOfMaximum::className() const {
+ return "SmallestOfMaximum";
+ }
+
+ Complexity SmallestOfMaximum::complexity(const Term* term) const {
+ return Complexity().comparison(1).arithmetic(1 + 2) +
+ term->complexity().comparison(1).arithmetic(3).multiply(getResolution());
+ }
+
+ scalar SmallestOfMaximum::defuzzify(const Term* term, scalar minimum, scalar maximum) const {
+ if (not Op::isFinite(minimum + maximum)) return fl::nan;
+
+ const int resolution = getResolution();
+ const scalar dx = (maximum - minimum) / resolution;
+ scalar x, y;
+ scalar ymax = -1.0, xsmallest = minimum;
+ for (int i = 0; i < resolution; ++i) {
+ x = minimum + (i + 0.5) * dx;
+ y = term->membership(x);
+
+ if (Op::isGt(y, ymax)) {
+ xsmallest = x;
+ ymax = y;
+ }
+ }
+ return xsmallest;
+ }
+
+ SmallestOfMaximum* SmallestOfMaximum::clone() const {
+ return new SmallestOfMaximum(*this);
+ }
+
+ Defuzzifier* SmallestOfMaximum::constructor() {
+ return new SmallestOfMaximum;
+ }
+
+}
diff --git a/fuzzylite/src/defuzzifier/WeightedAverage.cpp b/fuzzylite/src/defuzzifier/WeightedAverage.cpp
new file mode 100644
index 0000000..34af8c9
--- /dev/null
+++ b/fuzzylite/src/defuzzifier/WeightedAverage.cpp
@@ -0,0 +1,100 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#include "fl/defuzzifier/WeightedAverage.h"
+
+#include "fl/term/Aggregated.h"
+
+#include <map>
+
+namespace fl {
+
+ WeightedAverage::WeightedAverage(Type type) : WeightedDefuzzifier(type) { }
+
+ WeightedAverage::WeightedAverage(const std::string& type) : WeightedDefuzzifier(type) { }
+
+ WeightedAverage::~WeightedAverage() { }
+
+ std::string WeightedAverage::className() const {
+ return "WeightedAverage";
+ }
+
+ Complexity WeightedAverage::complexity(const Term* term) const {
+ Complexity result;
+ result.comparison(4).function(1); //for dynamic_cast
+ const Aggregated* fuzzyOutput = dynamic_cast<const Aggregated*> (term);
+ if (fuzzyOutput) {
+ result += term->complexity().arithmetic(3).multiply(scalar(fuzzyOutput->numberOfTerms()));
+ }
+ return result;
+ }
+
+ scalar WeightedAverage::defuzzify(const Term* term,
+ scalar minimum, scalar maximum) const {
+ const Aggregated* fuzzyOutput = dynamic_cast<const Aggregated*> (term);
+ if (not fuzzyOutput) {
+ std::ostringstream ss;
+ ss << "[defuzzification error]"
+ << "expected an Aggregated term instead of"
+ << "<" << (term ? term->toString() : "null") << ">";
+ throw Exception(ss.str(), FL_AT);
+ }
+
+ if (fuzzyOutput->isEmpty()) return fl::nan;
+
+ minimum = fuzzyOutput->getMinimum();
+ maximum = fuzzyOutput->getMaximum();
+
+ Type type = getType();
+ if (type == Automatic) {
+ type = inferType(&(fuzzyOutput->terms().front()));
+ }
+
+ scalar sum = 0.0;
+ scalar weights = 0.0;
+ const std::size_t numberOfTerms = fuzzyOutput->numberOfTerms();
+ if (type == TakagiSugeno) {
+ //Provides Takagi-Sugeno and Inverse Tsukamoto of Functions
+ scalar w, z;
+ for (std::size_t i = 0; i < numberOfTerms; ++i) {
+ const Activated& activated = fuzzyOutput->getTerm(i);
+ w = activated.getDegree();
+ z = activated.getTerm()->membership(w);
+ sum += w * z;
+ weights += w;
+ }
+ } else {
+ scalar w, z;
+ for (std::size_t i = 0; i < numberOfTerms; ++i) {
+ const Activated& activated = fuzzyOutput->getTerm(i);
+ w = activated.getDegree();
+ z = activated.getTerm()->tsukamoto(w, minimum, maximum);
+ sum += w * z;
+ weights += w;
+ }
+ }
+ return sum / weights;
+ }
+
+ WeightedAverage* WeightedAverage::clone() const {
+ return new WeightedAverage(*this);
+ }
+
+ Defuzzifier* WeightedAverage::constructor() {
+ return new WeightedAverage;
+ }
+
+}
diff --git a/fuzzylite/src/defuzzifier/WeightedAverageCustom.cpp b/fuzzylite/src/defuzzifier/WeightedAverageCustom.cpp
new file mode 100644
index 0000000..0beb722
--- /dev/null
+++ b/fuzzylite/src/defuzzifier/WeightedAverageCustom.cpp
@@ -0,0 +1,117 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#include "fl/defuzzifier/WeightedAverageCustom.h"
+
+#include "fl/term/Aggregated.h"
+
+#include <map>
+
+namespace fl {
+
+ WeightedAverageCustom::WeightedAverageCustom(Type type) : WeightedDefuzzifier(type) { }
+
+ WeightedAverageCustom::WeightedAverageCustom(const std::string& type) : WeightedDefuzzifier(type) { }
+
+ WeightedAverageCustom::~WeightedAverageCustom() { }
+
+ std::string WeightedAverageCustom::className() const {
+ return "WeightedAverageCustom";
+ }
+
+ Complexity WeightedAverageCustom::complexity(const Term* term) const {
+ Complexity result;
+ result.comparison(3).arithmetic(1).function(1);
+ const Aggregated* fuzzyOutput = dynamic_cast<const Aggregated*> (term);
+ if (fuzzyOutput) {
+ result += term->complexity().arithmetic(3).comparison(2)
+ .multiply(scalar(fuzzyOutput->numberOfTerms()));
+ }
+ return result;
+ }
+
+ scalar WeightedAverageCustom::defuzzify(const Term* term,
+ scalar minimum, scalar maximum) const {
+ const Aggregated* fuzzyOutput = dynamic_cast<const Aggregated*> (term);
+ if (not fuzzyOutput) {
+ std::ostringstream ss;
+ ss << "[defuzzification error]"
+ << "expected an Aggregated term instead of"
+ << "<" << (term ? term->toString() : "null") << ">";
+ throw Exception(ss.str(), FL_AT);
+ }
+
+ if (fuzzyOutput->isEmpty()) return fl::nan;
+
+ minimum = fuzzyOutput->getMinimum();
+ maximum = fuzzyOutput->getMaximum();
+
+ SNorm* aggregation = fuzzyOutput->getAggregation();
+
+ Type type = getType();
+ if (type == Automatic) {
+ type = inferType(&(fuzzyOutput->terms().front()));
+ }
+
+ scalar sum = 0.0;
+ scalar weights = 0.0;
+ const std::size_t numberOfTerms = fuzzyOutput->numberOfTerms();
+ if (type == TakagiSugeno) {
+ //Provides Takagi-Sugeno and Inverse Tsukamoto of Functions
+ scalar w, z, wz;
+ for (std::size_t i = 0; i < numberOfTerms; ++i) {
+ const Activated& activated = fuzzyOutput->getTerm(i);
+ w = activated.getDegree();
+ z = activated.getTerm()->membership(w);
+ const TNorm* implication = activated.getImplication();
+ wz = implication ? implication->compute(w, z) : (w * z);
+ if (aggregation) {
+ sum = aggregation->compute(sum, wz);
+ weights = aggregation->compute(weights, w);
+ } else {
+ sum += wz;
+ weights += w;
+ }
+ }
+ } else {
+ scalar w, z, wz;
+ for (std::size_t i = 0; i < numberOfTerms; ++i) {
+ const Activated& activated = fuzzyOutput->getTerm(i);
+ w = activated.getDegree();
+ z = activated.getTerm()->tsukamoto(w, minimum, maximum);
+ const TNorm* implication = activated.getImplication();
+ wz = implication ? implication->compute(w, z) : (w * z);
+ if (aggregation) {
+ sum = aggregation->compute(sum, wz);
+ weights = aggregation->compute(weights, w);
+ } else {
+ sum += wz;
+ weights += w;
+ }
+ }
+ }
+ return sum / weights;
+ }
+
+ WeightedAverageCustom* WeightedAverageCustom::clone() const {
+ return new WeightedAverageCustom(*this);
+ }
+
+ Defuzzifier* WeightedAverageCustom::constructor() {
+ return new WeightedAverageCustom;
+ }
+
+}
diff --git a/fuzzylite/src/defuzzifier/WeightedDefuzzifier.cpp b/fuzzylite/src/defuzzifier/WeightedDefuzzifier.cpp
new file mode 100644
index 0000000..743c59f
--- /dev/null
+++ b/fuzzylite/src/defuzzifier/WeightedDefuzzifier.cpp
@@ -0,0 +1,76 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#include "fl/defuzzifier/WeightedDefuzzifier.h"
+
+#include "fl/term/Activated.h"
+#include "fl/term/Concave.h"
+#include "fl/term/Constant.h"
+#include "fl/term/Function.h"
+#include "fl/term/Linear.h"
+#include "fl/term/Ramp.h"
+#include "fl/term/Sigmoid.h"
+#include "fl/term/SShape.h"
+#include "fl/term/ZShape.h"
+
+namespace fl {
+
+ WeightedDefuzzifier::WeightedDefuzzifier(Type type) : _type(type) { }
+
+ WeightedDefuzzifier::WeightedDefuzzifier(const std::string& type) {
+ if (type == "Automatic") setType(Automatic);
+ else if (type == "TakagiSugeno") setType(TakagiSugeno);
+ else if (type == "Tsukamoto") setType(Tsukamoto);
+ else {
+ setType(Automatic);
+ FL_LOG("[warning] incorrect type <" + type + "> of WeightedDefuzzifier"
+ + " has been defaulted to <Automatic>");
+ }
+ }
+
+ WeightedDefuzzifier::~WeightedDefuzzifier() { }
+
+ std::string WeightedDefuzzifier::typeName(Type type) {
+ switch (type) {
+ case Automatic: return "Automatic";
+ case TakagiSugeno: return "TakagiSugeno";
+ case Tsukamoto: return "Tsukamoto";
+ default: return "";
+ }
+ }
+
+ void WeightedDefuzzifier::setType(Type type) {
+ this->_type = type;
+ }
+
+ WeightedDefuzzifier::Type WeightedDefuzzifier::getType() const {
+ return this->_type;
+ }
+
+ std::string WeightedDefuzzifier::getTypeName() const {
+ return typeName(getType());
+ }
+
+ WeightedDefuzzifier::Type WeightedDefuzzifier::inferType(const Term* term) const {
+ if (dynamic_cast<const Constant*> (term)
+ or dynamic_cast<const Linear*> (term)
+ or dynamic_cast<const Function*> (term)) {
+ return TakagiSugeno;
+ }
+ return Tsukamoto;
+ }
+
+}
diff --git a/fuzzylite/src/defuzzifier/WeightedSum.cpp b/fuzzylite/src/defuzzifier/WeightedSum.cpp
new file mode 100644
index 0000000..6c2343d
--- /dev/null
+++ b/fuzzylite/src/defuzzifier/WeightedSum.cpp
@@ -0,0 +1,97 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#include "fl/defuzzifier/WeightedSum.h"
+
+#include "fl/term/Aggregated.h"
+
+#include <map>
+
+namespace fl {
+
+ WeightedSum::WeightedSum(Type type) : WeightedDefuzzifier(type) { }
+
+ WeightedSum::WeightedSum(const std::string& type) : WeightedDefuzzifier(type) { }
+
+ WeightedSum::~WeightedSum() { }
+
+ std::string WeightedSum::className() const {
+ return "WeightedSum";
+ }
+
+ Complexity WeightedSum::complexity(const Term* term) const {
+ Complexity result;
+ result.comparison(4).function(1);
+ const Aggregated* fuzzyOutput = dynamic_cast<const Aggregated*> (term);
+ if (fuzzyOutput) {
+ result += term->complexity().arithmetic(2).multiply(scalar(fuzzyOutput->numberOfTerms()));
+ }
+ return result;
+ }
+
+ scalar WeightedSum::defuzzify(const Term* term,
+ scalar minimum, scalar maximum) const {
+ const Aggregated* fuzzyOutput = dynamic_cast<const Aggregated*> (term);
+ if (not fuzzyOutput) {
+ std::ostringstream ss;
+ ss << "[defuzzification error]"
+ << "expected an Aggregated term instead of"
+ << "<" << (term ? term->toString() : "null") << ">";
+ throw Exception(ss.str(), FL_AT);
+ }
+
+ if (fuzzyOutput->isEmpty()) return fl::nan;
+
+ minimum = fuzzyOutput->getMinimum();
+ maximum = fuzzyOutput->getMaximum();
+
+ Type type = getType();
+ if (type == Automatic) {
+ type = inferType(&(fuzzyOutput->terms().front()));
+ }
+
+ scalar sum = 0.0;
+ const std::size_t numberOfTerms = fuzzyOutput->numberOfTerms();
+ if (type == TakagiSugeno) {
+ //Provides Takagi-Sugeno and Inverse Tsukamoto of Functions
+ scalar w, z;
+ for (std::size_t i = 0; i < numberOfTerms; ++i) {
+ const Activated& activated = fuzzyOutput->getTerm(i);
+ w = activated.getDegree();
+ z = activated.getTerm()->membership(w);
+ sum += w * z;
+ }
+ } else {
+ scalar w, z;
+ for (std::size_t i = 0; i < numberOfTerms; ++i) {
+ const Activated& activated = fuzzyOutput->getTerm(i);
+ w = activated.getDegree();
+ z = activated.getTerm()->tsukamoto(w, minimum, maximum);
+ sum += w * z;
+ }
+ }
+ return sum;
+ }
+
+ WeightedSum* WeightedSum::clone() const {
+ return new WeightedSum(*this);
+ }
+
+ Defuzzifier* WeightedSum::constructor() {
+ return new WeightedSum;
+ }
+
+}
diff --git a/fuzzylite/src/defuzzifier/WeightedSumCustom.cpp b/fuzzylite/src/defuzzifier/WeightedSumCustom.cpp
new file mode 100644
index 0000000..5a9084c
--- /dev/null
+++ b/fuzzylite/src/defuzzifier/WeightedSumCustom.cpp
@@ -0,0 +1,112 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#include "fl/defuzzifier/WeightedSumCustom.h"
+
+#include "fl/term/Aggregated.h"
+
+#include <map>
+
+namespace fl {
+
+ WeightedSumCustom::WeightedSumCustom(Type type) : WeightedDefuzzifier(type) { }
+
+ WeightedSumCustom::WeightedSumCustom(const std::string& type) : WeightedDefuzzifier(type) { }
+
+ WeightedSumCustom::~WeightedSumCustom() { }
+
+ std::string WeightedSumCustom::className() const {
+ return "WeightedSumCustom";
+ }
+
+ Complexity WeightedSumCustom::complexity(const Term* term) const {
+ Complexity result;
+ result.comparison(4).function(1);
+ const Aggregated* fuzzyOutput = dynamic_cast<const Aggregated*> (term);
+ if (fuzzyOutput) {
+ result += term->complexity().arithmetic(2).comparison(2)
+ .multiply(scalar(fuzzyOutput->numberOfTerms()));
+ }
+ return result;
+ }
+
+ scalar WeightedSumCustom::defuzzify(const Term* term,
+ scalar minimum, scalar maximum) const {
+ const Aggregated* fuzzyOutput = dynamic_cast<const Aggregated*> (term);
+ if (not fuzzyOutput) {
+ std::ostringstream ss;
+ ss << "[defuzzification error]"
+ << "expected an Aggregated term instead of"
+ << "<" << (term ? term->toString() : "null") << ">";
+ throw Exception(ss.str(), FL_AT);
+ }
+
+ if (fuzzyOutput->isEmpty()) return fl::nan;
+
+ minimum = fuzzyOutput->getMinimum();
+ maximum = fuzzyOutput->getMaximum();
+
+ Type type = getType();
+ if (type == Automatic) {
+ type = inferType(&(fuzzyOutput->terms().front()));
+ }
+
+ SNorm* aggregation = fuzzyOutput->getAggregation();
+
+ scalar sum = 0.0;
+ const std::size_t numberOfTerms = fuzzyOutput->numberOfTerms();
+ if (type == TakagiSugeno) {
+ //Provides Takagi-Sugeno and Inverse Tsukamoto of Functions
+ scalar w, z, wz;
+ for (std::size_t i = 0; i < numberOfTerms; ++i) {
+ const Activated& activated = fuzzyOutput->getTerm(i);
+ w = activated.getDegree();
+ z = activated.getTerm()->membership(w);
+ const TNorm* implication = activated.getImplication();
+ wz = implication ? implication->compute(w, z) : (w * z);
+ if (aggregation) {
+ sum = aggregation->compute(sum, wz);
+ } else {
+ sum += wz;
+ }
+ }
+ } else {
+ scalar w, z, wz;
+ for (std::size_t i = 0; i < numberOfTerms; ++i) {
+ const Activated& activated = fuzzyOutput->getTerm(i);
+ w = activated.getDegree();
+ z = activated.getTerm()->tsukamoto(w, minimum, maximum);
+ const TNorm* implication = activated.getImplication();
+ wz = implication ? implication->compute(w, z) : (w * z);
+ if (aggregation) {
+ sum = aggregation->compute(sum, wz);
+ } else {
+ sum += wz;
+ }
+ }
+ }
+ return sum;
+ }
+
+ WeightedSumCustom* WeightedSumCustom::clone() const {
+ return new WeightedSumCustom(*this);
+ }
+
+ Defuzzifier* WeightedSumCustom::constructor() {
+ return new WeightedSumCustom;
+ }
+
+}
diff --git a/fuzzylite/src/factory/ActivationFactory.cpp b/fuzzylite/src/factory/ActivationFactory.cpp
new file mode 100644
index 0000000..d000667
--- /dev/null
+++ b/fuzzylite/src/factory/ActivationFactory.cpp
@@ -0,0 +1,42 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#include "fl/factory/ActivationFactory.h"
+
+#include "fl/activation/First.h"
+#include "fl/activation/General.h"
+#include "fl/activation/Highest.h"
+#include "fl/activation/Last.h"
+#include "fl/activation/Lowest.h"
+#include "fl/activation/Proportional.h"
+#include "fl/activation/Threshold.h"
+
+namespace fl {
+
+ ActivationFactory::ActivationFactory() : ConstructionFactory<Activation*>("Activation") {
+ registerConstructor("", fl::null);
+ registerConstructor(First().className(), &(First::constructor));
+ registerConstructor(General().className(), &(General::constructor));
+ registerConstructor(Highest().className(), &(Highest::constructor));
+ registerConstructor(Last().className(), &(Last::constructor));
+ registerConstructor(Lowest().className(), &(Lowest::constructor));
+ registerConstructor(Proportional().className(), &(Proportional::constructor));
+ registerConstructor(Threshold().className(), &(Threshold::constructor));
+ }
+
+ ActivationFactory::~ActivationFactory() { }
+
+}
diff --git a/fuzzylite/src/factory/DefuzzifierFactory.cpp b/fuzzylite/src/factory/DefuzzifierFactory.cpp
new file mode 100644
index 0000000..3b0bfb1
--- /dev/null
+++ b/fuzzylite/src/factory/DefuzzifierFactory.cpp
@@ -0,0 +1,73 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#include "fl/factory/DefuzzifierFactory.h"
+
+#include "fl/defuzzifier/Bisector.h"
+#include "fl/defuzzifier/Centroid.h"
+#include "fl/defuzzifier/SmallestOfMaximum.h"
+#include "fl/defuzzifier/LargestOfMaximum.h"
+#include "fl/defuzzifier/MeanOfMaximum.h"
+#include "fl/defuzzifier/WeightedAverage.h"
+#include "fl/defuzzifier/WeightedAverageCustom.h"
+#include "fl/defuzzifier/WeightedSum.h"
+#include "fl/defuzzifier/WeightedSumCustom.h"
+
+namespace fl {
+
+ DefuzzifierFactory::DefuzzifierFactory() : ConstructionFactory<Defuzzifier*>("Defuzzifier") {
+ registerConstructor("", fl::null);
+ registerConstructor(Bisector().className(), &(Bisector::constructor));
+ registerConstructor(Centroid().className(), &(Centroid::constructor));
+ registerConstructor(LargestOfMaximum().className(), &(LargestOfMaximum::constructor));
+ registerConstructor(MeanOfMaximum().className(), &(MeanOfMaximum::constructor));
+ registerConstructor(SmallestOfMaximum().className(), &(SmallestOfMaximum::constructor));
+ registerConstructor(WeightedAverage().className(), &(WeightedAverage::constructor));
+// registerConstructor(WeightedAverageCustom().className(), &(WeightedAverageCustom::constructor));
+ registerConstructor(WeightedSum().className(), &(WeightedSum::constructor));
+// registerConstructor(WeightedSumCustom().className(), &(WeightedSumCustom::constructor));
+ }
+
+ DefuzzifierFactory::~DefuzzifierFactory() { }
+
+ Defuzzifier* DefuzzifierFactory::constructDefuzzifier(const std::string& key,
+ int resolution, WeightedDefuzzifier::Type type) const {
+ Defuzzifier* result = constructObject(key);
+ if (IntegralDefuzzifier * integralDefuzzifier = dynamic_cast<IntegralDefuzzifier*> (result)) {
+ integralDefuzzifier->setResolution(resolution);
+ } else if (WeightedDefuzzifier * weightedDefuzzifier = dynamic_cast<WeightedDefuzzifier*> (result)) {
+ weightedDefuzzifier->setType(type);
+ }
+ return result;
+ }
+
+ Defuzzifier* DefuzzifierFactory::constructDefuzzifier(const std::string& key, int resolution) const {
+ Defuzzifier* result = constructObject(key);
+ if (IntegralDefuzzifier * integralDefuzzifier = dynamic_cast<IntegralDefuzzifier*> (result)) {
+ integralDefuzzifier->setResolution(resolution);
+ }
+ return result;
+ }
+
+ Defuzzifier* DefuzzifierFactory::constructDefuzzifier(const std::string& key, WeightedDefuzzifier::Type type) {
+ Defuzzifier* result = constructObject(key);
+ if (WeightedDefuzzifier * weightedDefuzzifier = dynamic_cast<WeightedDefuzzifier*> (result)) {
+ weightedDefuzzifier->setType(type);
+ }
+ return result;
+ }
+
+}
diff --git a/fuzzylite/src/factory/FactoryManager.cpp b/fuzzylite/src/factory/FactoryManager.cpp
new file mode 100644
index 0000000..367d982
--- /dev/null
+++ b/fuzzylite/src/factory/FactoryManager.cpp
@@ -0,0 +1,129 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#include "fl/factory/FactoryManager.h"
+
+namespace fl {
+
+ FactoryManager* FactoryManager::instance() {
+ static FL_ITHREAD_LOCAL FactoryManager _instance;
+ return &_instance;
+ }
+
+ FactoryManager::FactoryManager() :
+ _tnorm(new TNormFactory), _snorm(new SNormFactory), _activation(new ActivationFactory),
+ _defuzzifier(new DefuzzifierFactory), _term(new TermFactory),
+ _hedge(new HedgeFactory), _function(new FunctionFactory) { }
+
+ FactoryManager::FactoryManager(TNormFactory* tnorm, SNormFactory* snorm,
+ ActivationFactory* activation, DefuzzifierFactory* defuzzifier,
+ TermFactory* term, HedgeFactory* hedge, FunctionFactory* function) :
+ _tnorm(tnorm), _snorm(snorm), _activation(activation),
+ _defuzzifier(defuzzifier), _term(term), _hedge(hedge), _function(function) { }
+
+ FactoryManager::FactoryManager(const FactoryManager& other)
+ : _tnorm(fl::null), _snorm(fl::null), _activation(fl::null),
+ _defuzzifier(fl::null), _term(fl::null), _hedge(fl::null),
+ _function(fl::null) {
+ if (other._tnorm.get()) this->_tnorm.reset(new TNormFactory(*other._tnorm.get()));
+ if (other._snorm.get()) this->_snorm.reset(new SNormFactory(*other._snorm.get()));
+ if (other._activation.get()) this->_activation.reset(new ActivationFactory(*other._activation.get()));
+ if (other._defuzzifier.get()) this->_defuzzifier.reset(new DefuzzifierFactory(*other._defuzzifier.get()));
+ if (other._term.get()) this->_term.reset(new TermFactory(*other._term.get()));
+ if (other._hedge.get()) this->_hedge.reset(new HedgeFactory(*other._hedge.get()));
+ if (other._function.get()) this->_function.reset(new FunctionFactory(*other._function.get()));
+ }
+
+ FactoryManager& FactoryManager::operator=(const FactoryManager& other) {
+ if (this != &other) {
+ _tnorm.reset(fl::null);
+ _snorm.reset(fl::null);
+ _activation.reset(fl::null);
+ _defuzzifier.reset(fl::null);
+ _term.reset(fl::null);
+ _hedge.reset(fl::null);
+ _function.reset(fl::null);
+
+ if (other._tnorm.get()) this->_tnorm.reset(new TNormFactory(*other._tnorm.get()));
+ if (other._snorm.get()) this->_snorm.reset(new SNormFactory(*other._snorm.get()));
+ if (other._activation.get()) this->_activation.reset(new ActivationFactory(*other._activation.get()));
+ if (other._defuzzifier.get()) this->_defuzzifier.reset(new DefuzzifierFactory(*other._defuzzifier.get()));
+ if (other._term.get()) this->_term.reset(new TermFactory(*other._term.get()));
+ if (other._hedge.get()) this->_hedge.reset(new HedgeFactory(*other._hedge.get()));
+ if (other._function.get()) this->_function.reset(new FunctionFactory(*other._function.get()));
+ }
+ return *this;
+ }
+
+ FactoryManager::~FactoryManager() { }
+
+ void FactoryManager::setTnorm(TNormFactory* tnorm) {
+ this->_tnorm.reset(tnorm);
+ }
+
+ TNormFactory* FactoryManager::tnorm() const {
+ return this->_tnorm.get();
+ }
+
+ void FactoryManager::setSnorm(SNormFactory* snorm) {
+ this->_snorm.reset(snorm);
+ }
+
+ SNormFactory* FactoryManager::snorm() const {
+ return this->_snorm.get();
+ }
+
+ void FactoryManager::setActivation(ActivationFactory* activation) {
+ this->_activation.reset(activation);
+ }
+
+ ActivationFactory* FactoryManager::activation() const {
+ return this->_activation.get();
+ }
+
+ void FactoryManager::setDefuzzifier(DefuzzifierFactory* defuzzifier) {
+ this->_defuzzifier.reset(defuzzifier);
+ }
+
+ DefuzzifierFactory* FactoryManager::defuzzifier() const {
+ return this->_defuzzifier.get();
+ }
+
+ void FactoryManager::setTerm(TermFactory* term) {
+ this->_term.reset(term);
+ }
+
+ TermFactory* FactoryManager::term() const {
+ return this->_term.get();
+ }
+
+ void FactoryManager::setHedge(HedgeFactory* hedge) {
+ this->_hedge.reset(hedge);
+ }
+
+ HedgeFactory* FactoryManager::hedge() const {
+ return this->_hedge.get();
+ }
+
+ void FactoryManager::setFunction(FunctionFactory* function) {
+ this->_function.reset(function);
+ }
+
+ FunctionFactory* FactoryManager::function() const {
+ return this->_function.get();
+ }
+
+}
diff --git a/fuzzylite/src/factory/FunctionFactory.cpp b/fuzzylite/src/factory/FunctionFactory.cpp
new file mode 100644
index 0000000..8e52ddf
--- /dev/null
+++ b/fuzzylite/src/factory/FunctionFactory.cpp
@@ -0,0 +1,169 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#include "fl/factory/FunctionFactory.h"
+
+#include "fl/rule/Rule.h"
+
+namespace fl {
+
+ FunctionFactory::FunctionFactory() : CloningFactory<Function::Element*>("Function::Element") {
+ registerOperators();
+ registerFunctions();
+ }
+
+ FunctionFactory::~FunctionFactory() { }
+
+ void FunctionFactory::registerOperators() {
+ //OPERATORS:
+ int p = 100;
+ //First order: not, negate:
+ registerObject("!", new Function::Element("!", "Logical NOT",
+ Function::Element::Operator, &(Op::logicalNot), p, 1)); //logical not
+ registerObject("~", new Function::Element("~", "Negation",
+ Function::Element::Operator, &(Op::negate), p, 1)); // ~ negates a number
+
+ p -= 10;
+ //Second order: power
+ registerObject("^", new Function::Element("^", "Power",
+ Function::Element::Operator, &(std::pow), p, 1));
+
+ p -= 10;
+ //Third order: multiplication, division, modulo
+ registerObject("*", new Function::Element("*", "Multiplication",
+ Function::Element::Operator, &(Op::multiply), p));
+ registerObject("/", new Function::Element("/", "Division",
+ Function::Element::Operator, &(Op::divide), p));
+ registerObject("%", new Function::Element("%", "Modulo",
+ Function::Element::Operator, &(Op::modulo), p));
+
+ p -= 10;
+ //Fourth order: addition, subtraction
+ registerObject("+", new Function::Element("+", "Addition",
+ Function::Element::Operator, &(Op::add), p));
+ registerObject("-", new Function::Element("-", "Subtraction",
+ Function::Element::Operator, &(Op::subtract), p));
+
+ //Fifth order: logical and, logical or
+ p -= 10; //Logical AND
+ registerObject(Rule::andKeyword(), new Function::Element(Rule::andKeyword(), "Logical AND",
+ Function::Element::Operator, &(Op::logicalAnd), p));
+ p -= 10; //Logical OR
+ registerObject(Rule::orKeyword(), new Function::Element(Rule::orKeyword(), "Logical OR",
+ Function::Element::Operator, &(Op::logicalOr), p));
+ }
+
+ void FunctionFactory::registerFunctions() {
+ //FUNCTIONS
+ registerObject("gt", new Function::Element("gt", "Greater than (>)",
+ Function::Element::Function, &(Op::gt)));
+ registerObject("ge", new Function::Element("ge", "Greater than or equal to (>=)",
+ Function::Element::Function, &(Op::ge)));
+ registerObject("eq", new Function::Element("eq", "Equal to (==)",
+ Function::Element::Function, &(Op::eq)));
+ registerObject("neq", new Function::Element("neq", "Not equal to (!=)",
+ Function::Element::Function, &(Op::neq)));
+ registerObject("le", new Function::Element("le", "Less than or equal to (<=)",
+ Function::Element::Function, &(Op::le)));
+ registerObject("lt", new Function::Element("lt", "Less than (<)",
+ Function::Element::Function, &(Op::lt)));
+
+ registerObject("min", new Function::Element("min", "Minimum",
+ Function::Element::Function, &(Op::min)));
+ registerObject("max", new Function::Element("max", "Maximum",
+ Function::Element::Function, &(Op::max)));
+
+ registerObject("acos", new Function::Element("acos", "Inverse cosine",
+ Function::Element::Function, &(std::acos)));
+ registerObject("asin", new Function::Element("asin", "Inverse sine",
+ Function::Element::Function, &(std::asin)));
+ registerObject("atan", new Function::Element("atan", "Inverse tangent",
+ Function::Element::Function, &(std::atan)));
+
+ registerObject("ceil", new Function::Element("ceil", "Ceiling",
+ Function::Element::Function, &(std::ceil)));
+ registerObject("cos", new Function::Element("cos", "Cosine",
+ Function::Element::Function, &(std::cos)));
+ registerObject("cosh", new Function::Element("cosh", "Hyperbolic cosine",
+ Function::Element::Function, &(std::cosh)));
+ registerObject("exp", new Function::Element("exp", "Exponential",
+ Function::Element::Function, &(std::exp)));
+ registerObject("abs", new Function::Element("abs", "Absolute",
+ Function::Element::Function, &(std::abs)));
+ registerObject("fabs", new Function::Element("fabs", "Absolute",
+ Function::Element::Function, &(std::fabs)));
+ registerObject("floor", new Function::Element("floor", "Floor",
+ Function::Element::Function, &(std::floor)));
+ registerObject("log", new Function::Element("log", "Natural logarithm",
+ Function::Element::Function, &(std::log)));
+ registerObject("log10", new Function::Element("log10", "Common logarithm",
+ Function::Element::Function, &(std::log10)));
+ registerObject("round", new Function::Element("round", "Round",
+ Function::Element::Function, &(Op::round)));
+ registerObject("sin", new Function::Element("sin", "Sine",
+ Function::Element::Function, &(std::sin)));
+ registerObject("sinh", new Function::Element("sinh", "Hyperbolic sine",
+ Function::Element::Function, &(std::sinh)));
+ registerObject("sqrt", new Function::Element("sqrt", "Square root",
+ Function::Element::Function, &(std::sqrt)));
+ registerObject("tan", new Function::Element("tan", "Tangent",
+ Function::Element::Function, &(std::tan)));
+ registerObject("tanh", new Function::Element("tanh", "Hyperbolic tangent",
+ Function::Element::Function, &(std::tanh)));
+
+#if defined(FL_UNIX) && !defined(FL_USE_FLOAT)
+ //found in Unix when using double precision. not found in Windows.
+ registerObject("log1p", new Function::Element("log1p", "Natural logarithm plus one",
+ Function::Element::Function, &(log1p)));
+ registerObject("acosh", new Function::Element("acosh", "Inverse hyperbolic cosine",
+ Function::Element::Function, &(acosh)));
+ registerObject("asinh", new Function::Element("asinh", "Inverse hyperbolic sine",
+ Function::Element::Function, &(asinh)));
+ registerObject("atanh", new Function::Element("atanh", "Inverse hyperbolic tangent",
+ Function::Element::Function, &(atanh)));
+#endif
+
+ registerObject("pow", new Function::Element("pow", "Power",
+ Function::Element::Function, &(std::pow)));
+ registerObject("atan2", new Function::Element("atan2", "Inverse tangent (y,x)",
+ Function::Element::Function, &(std::atan2)));
+ registerObject("fmod", new Function::Element("fmod", "Floating-point remainder",
+ Function::Element::Function, &(std::fmod)));
+ }
+
+ std::vector<std::string> FunctionFactory::availableOperators() const {
+ std::vector<std::string> result;
+ std::map<std::string, Function::Element*>::const_iterator it = this->objects().begin();
+ while (it != this->objects().end()) {
+ if (it->second and it->second->type == Function::Element::Operator)
+ result.push_back(it->first);
+ ++it;
+ }
+ return result;
+ }
+
+ std::vector<std::string> FunctionFactory::availableFunctions() const {
+ std::vector<std::string> result;
+ std::map<std::string, Function::Element*>::const_iterator it = this->objects().begin();
+ while (it != this->objects().end()) {
+ if (it->second and it->second->type == Function::Element::Function)
+ result.push_back(it->first);
+ ++it;
+ }
+ return result;
+ }
+
+}
diff --git a/fuzzylite/src/factory/HedgeFactory.cpp b/fuzzylite/src/factory/HedgeFactory.cpp
new file mode 100644
index 0000000..1a6452c
--- /dev/null
+++ b/fuzzylite/src/factory/HedgeFactory.cpp
@@ -0,0 +1,40 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#include "fl/factory/HedgeFactory.h"
+
+#include "fl/hedge/Any.h"
+#include "fl/hedge/Extremely.h"
+#include "fl/hedge/Not.h"
+#include "fl/hedge/Seldom.h"
+#include "fl/hedge/Somewhat.h"
+#include "fl/hedge/Very.h"
+
+namespace fl {
+
+ HedgeFactory::HedgeFactory() : ConstructionFactory<Hedge*>("Hedge") {
+ registerConstructor("", fl::null);
+ registerConstructor(Any().name(), &(Any::constructor));
+ registerConstructor(Extremely().name(), &(Extremely::constructor));
+ registerConstructor(Not().name(), &(Not::constructor));
+ registerConstructor(Seldom().name(), &(Seldom::constructor));
+ registerConstructor(Somewhat().name(), &(Somewhat::constructor));
+ registerConstructor(Very().name(), &(Very::constructor));
+ }
+
+ HedgeFactory::~HedgeFactory() { }
+
+}
diff --git a/fuzzylite/src/factory/SNormFactory.cpp b/fuzzylite/src/factory/SNormFactory.cpp
new file mode 100644
index 0000000..fdaef87
--- /dev/null
+++ b/fuzzylite/src/factory/SNormFactory.cpp
@@ -0,0 +1,46 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#include "fl/factory/SNormFactory.h"
+
+#include "fl/norm/s/AlgebraicSum.h"
+#include "fl/norm/s/BoundedSum.h"
+#include "fl/norm/s/DrasticSum.h"
+#include "fl/norm/s/EinsteinSum.h"
+#include "fl/norm/s/HamacherSum.h"
+#include "fl/norm/s/Maximum.h"
+#include "fl/norm/s/NilpotentMaximum.h"
+#include "fl/norm/s/NormalizedSum.h"
+#include "fl/norm/s/UnboundedSum.h"
+
+namespace fl {
+
+ SNormFactory::SNormFactory() : ConstructionFactory<SNorm*>("SNorm") {
+ registerConstructor("", fl::null);
+ registerConstructor(AlgebraicSum().className(), &(AlgebraicSum::constructor));
+ registerConstructor(BoundedSum().className(), &(BoundedSum::constructor));
+ registerConstructor(DrasticSum().className(), &(DrasticSum::constructor));
+ registerConstructor(EinsteinSum().className(), &(EinsteinSum::constructor));
+ registerConstructor(HamacherSum().className(), &(HamacherSum::constructor));
+ registerConstructor(Maximum().className(), &(Maximum::constructor));
+ registerConstructor(NilpotentMaximum().className(), &(NilpotentMaximum::constructor));
+ registerConstructor(NormalizedSum().className(), &(NormalizedSum::constructor));
+ registerConstructor(UnboundedSum().className(), &(UnboundedSum::constructor));
+ }
+
+ SNormFactory::~SNormFactory() { }
+
+}
diff --git a/fuzzylite/src/factory/TNormFactory.cpp b/fuzzylite/src/factory/TNormFactory.cpp
new file mode 100644
index 0000000..0dda02e
--- /dev/null
+++ b/fuzzylite/src/factory/TNormFactory.cpp
@@ -0,0 +1,42 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#include "fl/factory/TNormFactory.h"
+
+#include "fl/norm/t/AlgebraicProduct.h"
+#include "fl/norm/t/BoundedDifference.h"
+#include "fl/norm/t/DrasticProduct.h"
+#include "fl/norm/t/EinsteinProduct.h"
+#include "fl/norm/t/HamacherProduct.h"
+#include "fl/norm/t/Minimum.h"
+#include "fl/norm/t/NilpotentMinimum.h"
+
+namespace fl {
+
+ TNormFactory::TNormFactory() : ConstructionFactory<TNorm*>("TNorm") {
+ registerConstructor("", fl::null);
+ registerConstructor(AlgebraicProduct().className(), &(AlgebraicProduct::constructor));
+ registerConstructor(BoundedDifference().className(), &(BoundedDifference::constructor));
+ registerConstructor(DrasticProduct().className(), &(DrasticProduct::constructor));
+ registerConstructor(EinsteinProduct().className(), &(EinsteinProduct::constructor));
+ registerConstructor(HamacherProduct().className(), &(HamacherProduct::constructor));
+ registerConstructor(Minimum().className(), &(Minimum::constructor));
+ registerConstructor(NilpotentMinimum().className(), &(NilpotentMinimum::constructor));
+ }
+
+ TNormFactory::~TNormFactory() { }
+
+}
diff --git a/fuzzylite/src/factory/TermFactory.cpp b/fuzzylite/src/factory/TermFactory.cpp
new file mode 100644
index 0000000..e135704
--- /dev/null
+++ b/fuzzylite/src/factory/TermFactory.cpp
@@ -0,0 +1,70 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#include "fl/factory/TermFactory.h"
+
+#include "fl/term/Bell.h"
+#include "fl/term/Binary.h"
+#include "fl/term/Concave.h"
+#include "fl/term/Constant.h"
+#include "fl/term/Cosine.h"
+#include "fl/term/Discrete.h"
+#include "fl/term/Function.h"
+#include "fl/term/Gaussian.h"
+#include "fl/term/GaussianProduct.h"
+#include "fl/term/Linear.h"
+#include "fl/term/PiShape.h"
+#include "fl/term/Ramp.h"
+#include "fl/term/Rectangle.h"
+#include "fl/term/SShape.h"
+#include "fl/term/Sigmoid.h"
+#include "fl/term/SigmoidDifference.h"
+#include "fl/term/SigmoidProduct.h"
+#include "fl/term/Spike.h"
+#include "fl/term/Trapezoid.h"
+#include "fl/term/Triangle.h"
+#include "fl/term/ZShape.h"
+
+namespace fl {
+
+ TermFactory::TermFactory() : ConstructionFactory<Term*>("Term") {
+ registerConstructor("", fl::null);
+ registerConstructor(Bell().className(), &(Bell::constructor));
+ registerConstructor(Binary().className(), &(Binary::constructor));
+ registerConstructor(Concave().className(), &(Concave::constructor));
+ registerConstructor(Constant().className(), &(Constant::constructor));
+ registerConstructor(Cosine().className(), &(Cosine::constructor));
+ registerConstructor(Discrete().className(), &(Discrete::constructor));
+ registerConstructor(Function().className(), &(Function::constructor));
+ registerConstructor(Gaussian().className(), &(Gaussian::constructor));
+ registerConstructor(GaussianProduct().className(), &(GaussianProduct::constructor));
+ registerConstructor(Linear().className(), &(Linear::constructor));
+ registerConstructor(PiShape().className(), &(PiShape::constructor));
+ registerConstructor(Ramp().className(), &(Ramp::constructor));
+ registerConstructor(Rectangle().className(), &(Rectangle::constructor));
+ registerConstructor(SShape().className(), &(SShape::constructor));
+ registerConstructor(Sigmoid().className(), &(Sigmoid::constructor));
+ registerConstructor(SigmoidDifference().className(), &(SigmoidDifference::constructor));
+ registerConstructor(SigmoidProduct().className(), &(SigmoidProduct::constructor));
+ registerConstructor(Spike().className(), &(Spike::constructor));
+ registerConstructor(Trapezoid().className(), &(Trapezoid::constructor));
+ registerConstructor(Triangle().className(), &(Triangle::constructor));
+ registerConstructor(ZShape().className(), &(ZShape::constructor));
+ }
+
+ TermFactory::~TermFactory() { }
+
+}
diff --git a/fuzzylite/src/fuzzylite.cpp b/fuzzylite/src/fuzzylite.cpp
new file mode 100644
index 0000000..db17fec
--- /dev/null
+++ b/fuzzylite/src/fuzzylite.cpp
@@ -0,0 +1,53 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#include "fl/fuzzylite.h"
+
+namespace fl {
+
+
+ int fuzzylite::_decimals = 3;
+ std::ios_base::fmtflags fuzzylite::_scalarFormat = std::ios_base::fixed;
+ scalar fuzzylite::_macheps = 1e-6;
+ bool fuzzylite::_debugging = false;
+ bool fuzzylite::_logging = true;
+
+ std::string platform() {
+#ifdef FL_UNIX
+ return "Unix";
+#elif defined FL_WINDOWS
+ return "Windows";
+#else
+ return "?";
+#endif
+ }
+
+ std::string floatingPoint() {
+ scalar someScalar = 0;
+ FL_IUNUSED(someScalar);
+ std::string type;
+
+ std::ostringstream ss;
+#ifdef FL_USE_FLOAT
+ type = "float";
+#else
+ type = "double";
+#endif
+ ss << "fl::scalar is defined as \'" << type << "\' using " <<
+ sizeof (someScalar) << " bytes";
+ return ss.str();
+ }
+}
diff --git a/fuzzylite/src/hedge/Any.cpp b/fuzzylite/src/hedge/Any.cpp
new file mode 100644
index 0000000..9d04262
--- /dev/null
+++ b/fuzzylite/src/hedge/Any.cpp
@@ -0,0 +1,47 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#include "fl/hedge/Any.h"
+
+namespace fl {
+
+ Any::Any() { }
+
+ Any::~Any() { }
+
+ std::string Any::name() const {
+ return "any";
+ }
+
+ Complexity Any::complexity() const {
+ return Complexity();
+ }
+
+ scalar Any::hedge(scalar x) const {
+ FL_IUNUSED(x);
+ return 1.0;
+ }
+
+ Any* Any::clone() const {
+ return new Any(*this);
+ }
+
+ Hedge* Any::constructor() {
+ return new Any;
+ }
+
+}
+
diff --git a/fuzzylite/src/hedge/Extremely.cpp b/fuzzylite/src/hedge/Extremely.cpp
new file mode 100644
index 0000000..60d3abd
--- /dev/null
+++ b/fuzzylite/src/hedge/Extremely.cpp
@@ -0,0 +1,46 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#include "fl/hedge/Extremely.h"
+
+#include "fl/Operation.h"
+
+namespace fl {
+
+ std::string Extremely::name() const {
+ return "extremely";
+ }
+
+ Complexity Extremely::complexity() const {
+ return Complexity().comparison(1).arithmetic(5);
+ }
+
+ scalar Extremely::hedge(scalar x) const {
+ return Op::isLE(x, 0.5)
+ ? 2.0 * x * x
+ : (1.0 - 2.0 * (1.0 - x) * (1.0 - x));
+ }
+
+ Extremely* Extremely::clone() const {
+ return new Extremely(*this);
+ }
+
+ Hedge* Extremely::constructor() {
+ return new Extremely;
+ }
+
+}
+
diff --git a/fuzzylite/src/hedge/HedgeFunction.cpp b/fuzzylite/src/hedge/HedgeFunction.cpp
new file mode 100644
index 0000000..c31c72c
--- /dev/null
+++ b/fuzzylite/src/hedge/HedgeFunction.cpp
@@ -0,0 +1,63 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#include "fl/hedge/HedgeFunction.h"
+
+namespace fl {
+
+ HedgeFunction::HedgeFunction(const std::string& formula) : Hedge() {
+ _function.variables["x"] = fl::nan;
+ if (not formula.empty()) {
+ _function.load(formula);
+ }
+ }
+
+ std::string HedgeFunction::name() const {
+ return "HedgeFunction";
+ }
+
+ Complexity HedgeFunction::complexity() const {
+ if (_function.root())
+ return _function.complexity().function(2 * std::log(scalar(_function.variables.size())));
+ return _function.complexity();
+ }
+
+ scalar HedgeFunction::hedge(scalar x) const {
+ _function.variables["x"] = x;
+ return _function.membership(x);
+ }
+
+ Function& HedgeFunction::function() {
+ return this->_function;
+ }
+
+ void HedgeFunction::setFormula(const std::string& formula) {
+ _function.load(formula);
+ }
+
+ std::string HedgeFunction::getFormula() const {
+ return _function.getFormula();
+ }
+
+ HedgeFunction* HedgeFunction::clone() const {
+ return new HedgeFunction(*this);
+ }
+
+ Hedge* HedgeFunction::constructor() {
+ return new HedgeFunction;
+ }
+
+}
diff --git a/fuzzylite/src/hedge/Not.cpp b/fuzzylite/src/hedge/Not.cpp
new file mode 100644
index 0000000..defbabd
--- /dev/null
+++ b/fuzzylite/src/hedge/Not.cpp
@@ -0,0 +1,41 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#include "fl/hedge/Not.h"
+
+namespace fl {
+
+ std::string Not::name() const {
+ return "not";
+ }
+
+ Complexity Not::complexity() const {
+ return Complexity().arithmetic(1);
+ }
+
+ scalar Not::hedge(scalar x) const {
+ return 1.0 - x;
+ }
+
+ Not* Not::clone() const {
+ return new Not(*this);
+ }
+
+ Hedge* Not::constructor() {
+ return new Not;
+ }
+
+}
diff --git a/fuzzylite/src/hedge/Seldom.cpp b/fuzzylite/src/hedge/Seldom.cpp
new file mode 100644
index 0000000..092e873
--- /dev/null
+++ b/fuzzylite/src/hedge/Seldom.cpp
@@ -0,0 +1,45 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#include "fl/hedge/Seldom.h"
+
+#include "fl/Operation.h"
+
+namespace fl {
+
+ std::string Seldom::name() const {
+ return "seldom";
+ }
+
+ Complexity Seldom::complexity() const {
+ return Complexity().comparison(1).function(1).arithmetic(3);
+ }
+
+ scalar Seldom::hedge(scalar x) const {
+ return Op::isLE(x, 0.5)
+ ? std::sqrt(0.5 * x)
+ : (1.0 - std::sqrt(0.5 * (1.0 - x)));
+ }
+
+ Seldom* Seldom::clone() const {
+ return new Seldom(*this);
+ }
+
+ Hedge* Seldom::constructor() {
+ return new Seldom;
+ }
+
+}
diff --git a/fuzzylite/src/hedge/Somewhat.cpp b/fuzzylite/src/hedge/Somewhat.cpp
new file mode 100644
index 0000000..4d68c20
--- /dev/null
+++ b/fuzzylite/src/hedge/Somewhat.cpp
@@ -0,0 +1,41 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#include "fl/hedge/Somewhat.h"
+
+namespace fl {
+
+ std::string Somewhat::name() const {
+ return "somewhat";
+ }
+
+ Complexity Somewhat::complexity() const {
+ return Complexity().function(1);
+ }
+
+ scalar Somewhat::hedge(scalar x) const {
+ return std::sqrt(x);
+ }
+
+ Somewhat* Somewhat::clone() const {
+ return new Somewhat(*this);
+ }
+
+ Hedge* Somewhat::constructor() {
+ return new Somewhat;
+ }
+
+}
diff --git a/fuzzylite/src/hedge/Very.cpp b/fuzzylite/src/hedge/Very.cpp
new file mode 100644
index 0000000..5ac7a86
--- /dev/null
+++ b/fuzzylite/src/hedge/Very.cpp
@@ -0,0 +1,41 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#include "fl/hedge/Very.h"
+
+namespace fl {
+
+ std::string Very::name() const {
+ return "very";
+ }
+
+ Complexity Very::complexity() const {
+ return Complexity().arithmetic(1);
+ }
+
+ scalar Very::hedge(scalar x) const {
+ return x * x;
+ }
+
+ Very* Very::clone() const {
+ return new Very(*this);
+ }
+
+ Hedge* Very::constructor() {
+ return new Very;
+ }
+
+}
diff --git a/fuzzylite/src/imex/CppExporter.cpp b/fuzzylite/src/imex/CppExporter.cpp
new file mode 100644
index 0000000..8a77c0c
--- /dev/null
+++ b/fuzzylite/src/imex/CppExporter.cpp
@@ -0,0 +1,267 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#include "fl/imex/CppExporter.h"
+
+#include "fl/Headers.h"
+
+namespace fl {
+
+ CppExporter::CppExporter(bool prefixNamespace, bool usingVariableNames) : Exporter(),
+ _usingNamespace(prefixNamespace), _usingVariableNames(usingVariableNames) { }
+
+ CppExporter::~CppExporter() { }
+
+ std::string CppExporter::name() const {
+ return "CppExporter";
+ }
+
+ std::string CppExporter::fl(const std::string& clazz) const {
+ return _usingNamespace ? "fl::" + clazz : clazz;
+ }
+
+ void CppExporter::setUsingNamespace(bool usingNamespace) {
+ this->_usingNamespace = usingNamespace;
+ }
+
+ bool CppExporter::isUsingNamespace() const {
+ return this->_usingNamespace;
+ }
+
+ void CppExporter::setUsingVariableNames(bool usingVariableNames) {
+ this->_usingVariableNames = usingVariableNames;
+ }
+
+ bool CppExporter::isUsingVariableNames() const {
+ return this->_usingVariableNames;
+ }
+
+ std::string CppExporter::toString(const Engine* engine) const {
+ std::ostringstream cpp;
+ cpp << "//Code automatically generated with " << fuzzylite::library() << ".\n\n";
+ if (not isUsingNamespace()) cpp << "using namespace fl;\n\n";
+ cpp << fl("Engine* ") << "engine = new " << fl("Engine;\n");
+ cpp << "engine->setName(\"" << engine->getName() << "\");\n";
+ cpp << "engine->setDescription(\"" << engine->getDescription() << "\");\n";
+
+ cpp << "\n";
+
+ for (std::size_t i = 0; i < engine->numberOfInputVariables(); ++i) {
+ cpp << toString(engine->getInputVariable(i), engine) << "\n";
+ }
+
+ for (std::size_t i = 0; i < engine->numberOfOutputVariables(); ++i) {
+ cpp << toString(engine->getOutputVariable(i), engine) << "\n";
+ }
+
+ for (std::size_t i = 0; i < engine->numberOfRuleBlocks(); ++i) {
+ cpp << toString(engine->getRuleBlock(i), engine) << "\n";
+ }
+
+ return cpp.str();
+ }
+
+ std::string CppExporter::toString(const InputVariable* inputVariable, const Engine* engine) const {
+ std::string name;
+ if (isUsingVariableNames()) {
+ name = Op::validName(inputVariable->getName());
+ } else {
+ name = "inputVariable";
+ if (engine->numberOfInputVariables() > 1) {
+ std::size_t index = std::distance(engine->inputVariables().begin(),
+ std::find(engine->inputVariables().begin(),
+ engine->inputVariables().end(), inputVariable));
+ name += Op::str(index + 1);
+ }
+ }
+ std::ostringstream ss;
+ ss << fl("InputVariable* ") << name << " = new " << fl("InputVariable;\n");
+ ss << name << "->setName(\"" << inputVariable->getName() << "\");\n";
+ ss << name << "->setDescription(\"" << inputVariable->getDescription() << "\");\n";
+ ss << name << "->setEnabled(" << (inputVariable->isEnabled() ? "true" : "false") << ");\n";
+ ss << name << "->setRange(" <<
+ toString(inputVariable->getMinimum()) << ", " <<
+ toString(inputVariable->getMaximum()) << ");\n";
+ ss << name << "->setLockValueInRange(" << (inputVariable->isLockValueInRange() ? "true" : "false") << ");\n";
+ for (std::size_t t = 0; t < inputVariable->numberOfTerms(); ++t) {
+ ss << name << "->addTerm(" << toString(inputVariable->getTerm(t)) << ");\n";
+ }
+ ss << "engine->addInputVariable(" << name << ");\n";
+ return ss.str();
+ }
+
+ std::string CppExporter::toString(const OutputVariable* outputVariable, const Engine* engine) const {
+ std::string name;
+ if (isUsingVariableNames()) {
+ name = Op::validName(outputVariable->getName());
+ } else {
+ name = "outputVariable";
+ if (engine->numberOfOutputVariables() > 1) {
+ std::size_t index = std::distance(engine->outputVariables().begin(),
+ std::find(engine->outputVariables().begin(),
+ engine->outputVariables().end(), outputVariable));
+ name += Op::str(index + 1);
+ }
+ }
+ std::ostringstream ss;
+ ss << fl("OutputVariable* ") << name << " = new " << fl("OutputVariable;\n");
+ ss << name << "->setName(\"" << outputVariable->getName() << "\");\n";
+ ss << name << "->setDescription(\"" << outputVariable->getDescription() << "\");\n";
+ ss << name << "->setEnabled(" << (outputVariable->isEnabled() ? "true" : "false") << ");\n";
+ ss << name << "->setRange(" <<
+ toString(outputVariable->getMinimum()) << ", " <<
+ toString(outputVariable->getMaximum()) << ");\n";
+ ss << name << "->setLockValueInRange(" <<
+ (outputVariable->isLockValueInRange() ? "true" : "false") << ");\n";
+ ss << name << "->setAggregation(" <<
+ toString(outputVariable->fuzzyOutput()->getAggregation()) << ");\n";
+ ss << name << "->setDefuzzifier(" <<
+ toString(outputVariable->getDefuzzifier()) << ");\n";
+ ss << name << "->setDefaultValue(" <<
+ toString(outputVariable->getDefaultValue()) << ");\n";
+ ss << name << "->setLockPreviousValue(" <<
+ (outputVariable->isLockPreviousValue() ? "true" : "false") << ");\n";
+ for (std::size_t t = 0; t < outputVariable->numberOfTerms(); ++t) {
+ ss << name << "->addTerm(" << toString(outputVariable->getTerm(t)) << ");\n";
+ }
+ ss << "engine->addOutputVariable(" << name << ");\n";
+ return ss.str();
+ }
+
+ std::string CppExporter::toString(const RuleBlock* ruleBlock, const Engine* engine) const {
+ std::string name;
+
+ if (isUsingVariableNames() and not ruleBlock->getName().empty()) {
+ name = Op::validName(ruleBlock->getName());
+ } else {
+ name = "ruleBlock";
+ if (engine->numberOfRuleBlocks() > 1) {
+ std::size_t index = std::distance(engine->ruleBlocks().begin(),
+ std::find(engine->ruleBlocks().begin(),
+ engine->ruleBlocks().end(), ruleBlock));
+ name += Op::str(index + 1);
+ }
+ }
+
+ std::ostringstream ss;
+ ss << fl("RuleBlock* ") << name << " = new " << fl("RuleBlock;\n");
+ ss << name << "->setName(\"" << ruleBlock->getName() << "\");\n";
+ ss << name << "->setDescription(\"" << ruleBlock->getDescription() << "\");\n";
+ ss << name << "->setEnabled(" << (ruleBlock->isEnabled() ? "true" : "false") << ");\n";
+ ss << name << "->setConjunction(" <<
+ toString(ruleBlock->getConjunction()) << ");\n";
+ ss << name << "->setDisjunction("
+ << toString(ruleBlock->getDisjunction()) << ");\n";
+ ss << name << "->setImplication("
+ << toString(ruleBlock->getImplication()) << ");\n";
+ ss << name << "->setActivation("
+ << toString(ruleBlock->getActivation()) << ");\n";
+ for (std::size_t r = 0; r < ruleBlock->numberOfRules(); ++r) {
+ ss << name << "->addRule(" << fl("Rule") << "::parse(\"" <<
+ ruleBlock->getRule(r)->getText() << "\", engine));\n";
+ }
+ ss << "engine->addRuleBlock(" << name << ");\n";
+ return ss.str();
+ }
+
+ std::string CppExporter::toString(scalar value) const {
+ if (Op::isNaN(value))
+ return "fl::nan";
+ if (Op::isInf(value)) {
+ return (value > 0 ? "fl::inf" : "-fl::inf");
+ }
+ return Op::str(value);
+ }
+
+ std::string CppExporter::toString(const Term* term) const {
+ if (not term) return "fl::null";
+
+ if (const Discrete * discrete = dynamic_cast<const Discrete*> (term)) {
+ std::ostringstream ss;
+ ss << fl(term->className()) << "::create(\"" << term->getName() << "\", "
+ << (discrete->xy().size() * 2) << ", "
+ << Op::join(Discrete::toVector(discrete->xy()), ", ") << ")";
+ return ss.str();
+ }
+
+ if (const Function * function = dynamic_cast<const Function*> (term)) {
+ std::ostringstream ss;
+ ss << fl(term->className()) << "::create(\"" << term->getName() << "\", "
+ << "\"" << function->getFormula() << "\", engine)";
+ return ss.str();
+ }
+
+ if (const Linear * linear = dynamic_cast<const Linear*> (term)) {
+ std::ostringstream ss;
+ ss << fl(term->className()) << "::create(\"" << term->getName() << "\", "
+ << "engine, " << Op::join(linear->coefficients(), ", ") << ")";
+ return ss.str();
+ }
+
+ std::ostringstream ss;
+ ss << "new " << fl(term->className()) << "(\"" << term->getName() << "\", "
+ << Op::findReplace(term->parameters(), " ", ", ") << ")";
+ return ss.str();
+ }
+
+ std::string CppExporter::toString(const Hedge * hedge) const {
+ if (hedge->name() == Any().name()) return "new " + fl("Any");
+ if (hedge->name() == Extremely().name()) return "new " + fl("Extremely");
+ if (hedge->name() == Not().name()) return "new " + fl("Not");
+ if (hedge->name() == Seldom().name()) return "new " + fl("Seldom");
+ if (hedge->name() == Somewhat().name()) return "new " + fl("Somewhat");
+ if (hedge->name() == Very().name()) return "new " + fl("Very");
+ return "new " + fl(hedge->name());
+ }
+
+ std::string CppExporter::toString(const Norm* op) const {
+ if (not op) return "fl::null";
+ return "new " + fl(op->className());
+ }
+
+ std::string CppExporter::toString(const Defuzzifier* defuzzifier) const {
+ if (not defuzzifier) return "fl::null";
+ if (const IntegralDefuzzifier * integralDefuzzifier =
+ dynamic_cast<const IntegralDefuzzifier*> (defuzzifier)) {
+ return "new " + fl(integralDefuzzifier->className()) + "("
+ + Op::str(integralDefuzzifier->getResolution()) + ")";
+ }
+ if (const WeightedDefuzzifier * weightedDefuzzifier =
+ dynamic_cast<const WeightedDefuzzifier*> (defuzzifier)) {
+ return "new " + weightedDefuzzifier->className() +
+ "(\"" + weightedDefuzzifier->getTypeName() + "\")";
+ }
+ return "new " + fl(defuzzifier->className());
+ }
+
+ std::string CppExporter::toString(const Activation* activation) const {
+ if (not activation) return "fl::null";
+ std::string parameters = Op::trim(activation->parameters());
+ if (parameters.empty()) return "new " + fl(activation->className());
+
+ std::vector<std::string> values = Op::split(parameters, " ");
+ for (std::size_t i = 0; i < values.size(); ++i) {
+ std::string parameter = values.at(i);
+ values.at(i) = (Op::isNumeric(parameter) ? parameter : ("\"" + parameter + "\""));
+ }
+ return "new " + fl(activation->className()) + "(" + Op::join(values, ", ") + ")";
+ }
+
+ CppExporter* CppExporter::clone() const {
+ return new CppExporter(*this);
+ }
+
+}
diff --git a/fuzzylite/src/imex/Exporter.cpp b/fuzzylite/src/imex/Exporter.cpp
new file mode 100644
index 0000000..1aaf24e
--- /dev/null
+++ b/fuzzylite/src/imex/Exporter.cpp
@@ -0,0 +1,37 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#include "fl/imex/Exporter.h"
+#include "fl/Exception.h"
+
+#include <fstream>
+
+namespace fl {
+
+ Exporter::Exporter() { }
+
+ Exporter::~Exporter() { }
+
+ void Exporter::toFile(const std::string& path, const Engine* engine) const {
+ std::ofstream writer(path.c_str());
+ if (not writer.is_open()) {
+ throw Exception("[file error] file <" + path + "> could not be created", FL_AT);
+ }
+ writer << toString(engine) << std::endl;
+ writer.close();
+ }
+
+}
diff --git a/fuzzylite/src/imex/FclExporter.cpp b/fuzzylite/src/imex/FclExporter.cpp
new file mode 100644
index 0000000..98f1177
--- /dev/null
+++ b/fuzzylite/src/imex/FclExporter.cpp
@@ -0,0 +1,200 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#include "fl/imex/FclExporter.h"
+
+#include "fl/Headers.h"
+
+namespace fl {
+
+ FclExporter::FclExporter(const std::string& indent) : Exporter(), _indent(indent) { }
+
+ FclExporter::~FclExporter() { }
+
+ void FclExporter::setIndent(const std::string& indent) {
+ this->_indent = indent;
+ }
+
+ std::string FclExporter::getIndent() const {
+ return this->_indent;
+ }
+
+ std::string FclExporter::name() const {
+ return "FclExporter";
+ }
+
+ std::string FclExporter::toString(const Engine* engine) const {
+ std::ostringstream fcl;
+ fcl << "//Code automatically generated with " << fuzzylite::library() << ".\n\n";
+ fcl << "FUNCTION_BLOCK " << engine->getName() << "\n\n";
+
+ fcl << "VAR_INPUT\n";
+ for (std::size_t i = 0; i < engine->numberOfInputVariables(); ++i) {
+ fcl << _indent << Op::validName(engine->getInputVariable(i)->getName()) << ": REAL;\n";
+ }
+ fcl << "END_VAR\n\n";
+
+ fcl << "VAR_OUTPUT\n";
+ for (std::size_t i = 0; i < engine->numberOfOutputVariables(); ++i) {
+ fcl << _indent << Op::validName(engine->getOutputVariable(i)->getName()) << ": REAL;\n";
+ }
+ fcl << "END_VAR\n\n";
+
+ for (std::size_t i = 0; i < engine->numberOfInputVariables(); ++i) {
+ InputVariable* inputVariable = engine->getInputVariable(i);
+ fcl << toString(inputVariable) << "\n";
+ }
+
+ for (std::size_t i = 0; i < engine->numberOfOutputVariables(); ++i) {
+ OutputVariable* outputVariable = engine->getOutputVariable(i);
+ fcl << toString(outputVariable) << "\n";
+ }
+
+ for (std::size_t i = 0; i < engine->numberOfRuleBlocks(); ++i) {
+ RuleBlock* ruleblock = engine->getRuleBlock(i);
+ fcl << toString(ruleblock) << "\n";
+ }
+
+ fcl << "END_FUNCTION_BLOCK\n";
+ return fcl.str();
+ }
+
+ std::string FclExporter::toString(const InputVariable* inputVariable) const {
+ std::ostringstream fcl;
+ fcl << "FUZZIFY " << Op::validName(inputVariable->getName()) << "\n";
+ fcl << _indent << "RANGE := (" << Op::join(2, " .. ",
+ inputVariable->getMinimum(), inputVariable->getMaximum())
+ << ");\n";
+
+ for (std::size_t t = 0; t < inputVariable->numberOfTerms(); ++t) {
+ Term* term = inputVariable->getTerm(t);
+ fcl << _indent << "TERM " << Op::validName(term->getName()) << " := " << toString(term)
+ << ";\n";
+ }
+ fcl << "END_FUZZIFY\n";
+ return fcl.str();
+ }
+
+ std::string FclExporter::toString(const OutputVariable* outputVariable) const {
+ std::ostringstream fcl;
+ fcl << "DEFUZZIFY " << Op::validName(outputVariable->getName()) << "\n";
+ fcl << _indent << "RANGE := (" << Op::join(2, " .. ",
+ outputVariable->getMinimum(), outputVariable->getMaximum())
+ << ");\n";
+
+ for (std::size_t t = 0; t < outputVariable->numberOfTerms(); ++t) {
+ Term* term = outputVariable->getTerm(t);
+ fcl << _indent << "TERM " << Op::validName(term->getName()) << " := " << toString(term)
+ << ";\n";
+ }
+ if (outputVariable->getDefuzzifier()) {
+ fcl << _indent << "METHOD : " << toString(outputVariable->getDefuzzifier()) << ";\n";
+ }
+ if (outputVariable->fuzzyOutput()->getAggregation())
+ fcl << _indent << "ACCU : " << toString(outputVariable->fuzzyOutput()->getAggregation()) << ";\n";
+
+ fcl << _indent << "DEFAULT := " << Op::str(outputVariable->getDefaultValue());
+ if (outputVariable->isLockPreviousValue()) {
+ fcl << " | NC";
+ }
+ fcl << ";\n";
+
+ fcl << "END_DEFUZZIFY\n";
+ return fcl.str();
+ }
+
+ std::string FclExporter::toString(const RuleBlock* ruleBlock) const {
+ std::ostringstream fcl;
+ fcl << "RULEBLOCK " << ruleBlock->getName() << "\n";
+ if (ruleBlock->getConjunction())
+ fcl << _indent << "AND : " << toString(ruleBlock->getConjunction()) << ";\n";
+ if (ruleBlock->getDisjunction())
+ fcl << _indent << "OR : " << toString(ruleBlock->getDisjunction()) << ";\n";
+ if (ruleBlock->getImplication())
+ fcl << _indent << "ACT : " << toString(ruleBlock->getImplication()) << ";\n";
+
+ for (std::size_t r = 0; r < ruleBlock->numberOfRules(); ++r) {
+ fcl << _indent << "RULE " << (r + 1) << " : " <<
+ ruleBlock->getRule(r)->getText() << "\n";
+ }
+ fcl << "END_RULEBLOCK\n";
+ return fcl.str();
+ }
+
+ std::string FclExporter::toString(const Norm* norm) const {
+ if (not norm) return "NONE";
+
+ std::string name = norm->className();
+ //TNorms
+ if (name == Minimum().className()) return "MIN";
+ if (name == AlgebraicProduct().className()) return "PROD";
+ if (name == BoundedDifference().className()) return "BDIF";
+ if (name == DrasticProduct().className()) return "DPROD";
+ if (name == EinsteinProduct().className()) return "EPROD";
+ if (name == HamacherProduct().className()) return "HPROD";
+ if (name == NilpotentMinimum().className()) return "NMIN";
+
+ //SNorms
+ if (name == Maximum().className()) return "MAX";
+ if (name == AlgebraicSum().className()) return "ASUM";
+ if (name == NormalizedSum().className()) return "NSUM";
+ if (name == BoundedSum().className()) return "BSUM";
+ if (name == DrasticSum().className()) return "DSUM";
+ if (name == EinsteinSum().className()) return "ESUM";
+ if (name == HamacherSum().className()) return "HSUM";
+ if (name == NilpotentMaximum().className()) return "NMAX";
+
+ return norm->className();
+ }
+
+ std::string FclExporter::toString(const Defuzzifier* defuzzifier) const {
+ if (not defuzzifier) return "NONE";
+ if (defuzzifier->className() == Centroid().className()) return "COG";
+ if (defuzzifier->className() == Bisector().className()) return "COA";
+ if (defuzzifier->className() == SmallestOfMaximum().className()) return "LM";
+ if (defuzzifier->className() == LargestOfMaximum().className()) return "RM";
+ if (defuzzifier->className() == MeanOfMaximum().className()) return "MM";
+ if (defuzzifier->className() == WeightedAverage().className()) return "COGS";
+ if (defuzzifier->className() == WeightedSum().className()) return "COGSS";
+ return defuzzifier->className();
+ }
+
+ std::string FclExporter::toString(const Term* term) const {
+ if (not term) return "";
+ if (const Discrete * discrete = dynamic_cast<const Discrete*> (term)) {
+ std::ostringstream ss;
+ for (std::size_t i = 0; i < discrete->xy().size(); ++i) {
+ ss << "(" << Op::str(discrete->xy(i).first) << ", "
+ << Op::str(discrete->xy(i).second) << ")";
+ if (i + 1 < discrete->xy().size()) ss << " ";
+ }
+ return ss.str();
+ }
+
+ if (const Constant * constant = dynamic_cast<const Constant*> (term)) {
+ return Op::str(constant->getValue());
+ }
+
+ std::ostringstream ss;
+ ss << term->className() << " " << term->parameters();
+ return ss.str();
+ }
+
+ FclExporter* FclExporter::clone() const {
+ return new FclExporter(*this);
+ }
+
+}
diff --git a/fuzzylite/src/imex/FclImporter.cpp b/fuzzylite/src/imex/FclImporter.cpp
new file mode 100644
index 0000000..06879cd
--- /dev/null
+++ b/fuzzylite/src/imex/FclImporter.cpp
@@ -0,0 +1,587 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#include "fl/imex/FclImporter.h"
+
+#include "fl/Headers.h"
+
+namespace fl {
+
+ FclImporter::FclImporter() : Importer() { }
+
+ FclImporter::~FclImporter() { }
+
+ std::string FclImporter::name() const {
+ return "FclImporter";
+ }
+
+ Engine* FclImporter::fromString(const std::string& fcl) const {
+ FL_unique_ptr<Engine> engine(new Engine);
+
+ std::map<std::string, std::string> tags;
+ tags["VAR_INPUT"] = "END_VAR";
+ tags["VAR_OUTPUT"] = "END_VAR";
+ tags["FUZZIFY"] = "END_FUZZIFY";
+ tags["DEFUZZIFY"] = "END_DEFUZZIFY";
+ tags["RULEBLOCK"] = "END_RULEBLOCK";
+ std::map<std::string, std::string>::const_iterator tagFinder;
+
+ std::string currentTag = "", closingTag = "";
+ std::ostringstream block;
+ std::istringstream fclReader(fcl);
+ std::string line;
+
+ std::size_t lineNumber = 0;
+ while (std::getline(fclReader, line)) {
+ ++lineNumber;
+ line = Op::split(line, "//", false).front();
+ line = Op::split(line, "#", false).front();
+ line = Op::trim(Op::findReplace(line, ";", ""));
+ if (line.empty() or line.at(0) == '%') {
+ continue;
+ }
+
+ std::istringstream tokenizer(line);
+ std::string firstToken;
+ tokenizer >> firstToken;
+
+ if (firstToken == "FUNCTION_BLOCK") {
+ if (tokenizer.rdbuf()->in_avail() > 0) {
+ std::ostringstream name;
+ std::string token;
+ tokenizer >> token;
+ name << token;
+ while (tokenizer >> token) {
+ name << " " << token;
+ }
+ engine->setName(name.str());
+ }
+ continue;
+ }
+ if (firstToken == "END_FUNCTION_BLOCK") {
+ break;
+ }
+
+ if (currentTag.empty()) {
+ tagFinder = tags.find(firstToken);
+ if (tagFinder == tags.end()) {
+ std::ostringstream ex;
+ ex << "[syntax error] unknown block definition <" << firstToken
+ << "> " << " in line " << lineNumber << ": " << line;
+ throw Exception(ex.str(), FL_AT);
+ }
+ currentTag = tagFinder->first;
+ closingTag = tagFinder->second;
+ block.str("");
+ block.clear();
+ block << line << "\n";
+ continue;
+ }
+
+ if (not currentTag.empty()) {
+ if (firstToken == closingTag) {
+ processBlock(currentTag, block.str(), engine.get());
+ currentTag = "";
+ closingTag = "";
+ } else if (tags.find(firstToken) != tags.end()) {
+ //if opening new block without closing the previous one
+ std::ostringstream ex;
+ ex << "[syntax error] expected <" << closingTag << "> before <"
+ << firstToken << "> in line: " << line;
+ throw Exception(ex.str(), FL_AT);
+ } else {
+ block << line << "\n";
+ }
+ continue;
+ }
+ }
+
+ if (not currentTag.empty()) {
+ std::ostringstream ex;
+ ex << "[syntax error] ";
+ if (block.rdbuf()->in_avail() > 0) {
+ ex << "expected <" << closingTag << "> for block:\n" << block.str();
+ } else {
+ ex << "expected <" << closingTag << ">, but not found";
+ }
+ throw Exception(ex.str(), FL_AT);
+ }
+ return engine.release();
+ }
+
+ void FclImporter::processBlock(const std::string& tag, const std::string& block, Engine* engine) const {
+ if (tag == "VAR_INPUT" or tag == "VAR_OUTPUT") {
+ processVar(tag, block, engine);
+ } else if (tag == "FUZZIFY") {
+ processFuzzify(block, engine);
+ } else if (tag == "DEFUZZIFY") {
+ processDefuzzify(block, engine);
+ } else if (tag == "RULEBLOCK") {
+ processRuleBlock(block, engine);
+ } else {
+ std::ostringstream ex;
+ ex << "[syntax error] unexpected tag <" << tag << "> for block:\n" << block;
+ throw Exception(ex.str(), FL_AT);
+ }
+ }
+
+ void FclImporter::processVar(const std::string& tag, const std::string& block, Engine* engine)const {
+ std::istringstream blockReader(block);
+ std::string line;
+
+ std::getline(blockReader, line); //discard first line as it is VAR_INPUT
+ while (std::getline(blockReader, line)) {
+ std::vector<std::string> token = Op::split(line, ":");
+ if (token.size() != 2) {
+ std::ostringstream ex;
+ ex << "[syntax error] expected property of type (key : value) in line: " << line;
+ throw Exception(ex.str(), FL_AT);
+ }
+ std::string name = Op::validName(token.at(0));
+ if (tag == "VAR_INPUT")
+ engine->addInputVariable(new InputVariable(name));
+ else if (tag == "VAR_OUTPUT")
+ engine->addOutputVariable(new OutputVariable(name));
+ else {
+ std::ostringstream ex;
+ ex << "[syntax error] unexpected tag <" << tag << "> in line: " << line;
+ throw Exception(ex.str(), FL_AT);
+ }
+ }
+ }
+
+ void FclImporter::processFuzzify(const std::string& block, Engine* engine)const {
+ std::istringstream blockReader(block);
+ std::string line;
+
+ std::getline(blockReader, line);
+ std::string name;
+ std::size_t index = line.find_first_of(' ');
+ if (index != std::string::npos) {
+ name = Op::validName(line.substr(index + 1));
+ } else {
+ std::ostringstream ex;
+ ex << "[syntax error] expected name of input variable in line: " << line;
+ throw Exception(ex.str(), FL_AT);
+ }
+ if (not engine->hasInputVariable(name)) {
+ std::ostringstream ex;
+ ex << "[syntax error] engine does not contain "
+ "input variable <" << name << "> from line: " << line;
+ throw Exception(ex.str(), FL_AT);
+ }
+
+ InputVariable* inputVariable = engine->getInputVariable(name);
+ while (std::getline(blockReader, line)) {
+ std::istringstream ss(line);
+ std::string firstToken;
+ ss >> firstToken;
+ try {
+ if (firstToken == "RANGE") {
+ std::pair<scalar, scalar> minmax = parseRange(line);
+ inputVariable->setMinimum(minmax.first);
+ inputVariable->setMaximum(minmax.second);
+ } else if (firstToken == "ENABLED") {
+ inputVariable->setEnabled(parseEnabled(line));
+ } else if (firstToken == "TERM") {
+ inputVariable->addTerm(parseTerm(line, engine));
+ } else throw Exception("[syntax error] unexpected token "
+ "<" + firstToken + ">" + line, FL_AT);
+ } catch (Exception& ex) {
+ ex.append("At line: <" + line + ">");
+ throw;
+ }
+ }
+
+ }
+
+ void FclImporter::processDefuzzify(const std::string& block, Engine* engine) const {
+ std::istringstream blockReader(block);
+ std::string line;
+
+ std::getline(blockReader, line);
+ std::string name;
+ std::size_t index = line.find_first_of(' ');
+ if (index != std::string::npos) {
+ name = Op::validName(line.substr(index + 1));
+ } else {
+ std::ostringstream ex;
+ ex << "[syntax error] expected an output variable name in line: " << line;
+ throw Exception(ex.str(), FL_AT);
+ }
+ if (not engine->hasOutputVariable(name)) {
+ std::ostringstream ex;
+ ex << "[syntax error] output variable <" << name
+ << "> not registered in engine. "
+ << "Line: " << line;
+ throw Exception(ex.str(), FL_AT);
+ }
+
+ OutputVariable* outputVariable = engine->getOutputVariable(name);
+ while (std::getline(blockReader, line)) {
+ line = Op::trim(line);
+ std::istringstream tokenizer(line);
+ std::string firstToken;
+ tokenizer >> firstToken;
+ if (firstToken == "TERM") {
+ outputVariable->addTerm(parseTerm(line, engine));
+ } else if (firstToken == "METHOD") {
+ outputVariable->setDefuzzifier(parseDefuzzifier(line));
+ } else if (firstToken == "ACCU") {
+ outputVariable->fuzzyOutput()->setAggregation(parseSNorm(line));
+ } else if (firstToken == "DEFAULT") {
+ std::pair<scalar, bool> defaultAndLock = parseDefaultValue(line);
+ outputVariable->setDefaultValue(defaultAndLock.first);
+ outputVariable->setLockPreviousValue(defaultAndLock.second or
+ outputVariable->isLockPreviousValue());
+ } else if (firstToken == "RANGE") {
+ std::pair<scalar, scalar> minmax = parseRange(line);
+ outputVariable->setMinimum(minmax.first);
+ outputVariable->setMaximum(minmax.second);
+ } else if (firstToken == "LOCK") {
+ std::pair<bool, bool> output_range = parseLocks(line);
+ outputVariable->setLockPreviousValue(output_range.first);
+ outputVariable->setLockValueInRange(output_range.second);
+ } else if (firstToken == "ENABLED") {
+ outputVariable->setEnabled(parseEnabled(line));
+ } else {
+ std::ostringstream ex;
+ ex << "[syntax error] unexpected token <" << firstToken <<
+ "> in line: " << line;
+ throw Exception(ex.str(), FL_AT);
+ }
+ }
+
+ }
+
+ void FclImporter::processRuleBlock(const std::string& block, Engine* engine)const {
+ std::istringstream blockReader(block);
+ std::string line;
+
+ std::string name;
+ std::getline(blockReader, line);
+ std::size_t index = line.find_last_of(' ');
+ if (index != std::string::npos) name = line.substr(index + 1);
+ RuleBlock * ruleblock = new RuleBlock(name);
+ ruleblock->setActivation(new General);
+ engine->addRuleBlock(ruleblock);
+
+ while (std::getline(blockReader, line)) {
+ std::string firstToken = line.substr(0, line.find_first_of(' '));
+ if (firstToken == "AND") {
+ ruleblock->setConjunction(parseTNorm(line));
+ } else if (firstToken == "OR") {
+ ruleblock->setDisjunction(parseSNorm(line));
+ } else if (firstToken == "ACT") {
+ ruleblock->setImplication(parseTNorm(line));
+ } else if (firstToken == "ENABLED") {
+ ruleblock->setEnabled(parseEnabled(line));
+ } else if (firstToken == "RULE") {
+ std::size_t ruleStart = line.find_first_of(':');
+ if (ruleStart == std::string::npos) ruleStart = 4; // "RULE".size()
+ std::string ruleText = line.substr(ruleStart + 1);
+ ruleText = Op::trim(ruleText);
+ Rule* rule = new Rule(ruleText);
+ try {
+ rule->load(engine);
+ } catch (...) {
+ //ignore
+ }
+ ruleblock->addRule(rule);
+ } else {
+ std::ostringstream ex;
+ ex << "[syntax error] keyword <" << firstToken
+ << "> not recognized in line: " << line;
+ throw Exception(ex.str(), FL_AT);
+ }
+ }
+ }
+
+ TNorm* FclImporter::parseTNorm(const std::string& line) const {
+ std::vector<std::string> token = Op::split(line, ":");
+ if (token.size() != 2) {
+ std::ostringstream ex;
+ ex << "[syntax error] expected property of type (key : value) in line: "
+ << line;
+ throw Exception(ex.str(), FL_AT);
+ }
+ std::string name = Op::trim(token.at(1));
+ std::string className = name;
+ if (name == "NONE") className = "";
+ else if (name == "MIN") className = Minimum().className();
+ else if (name == "PROD") className = AlgebraicProduct().className();
+ else if (name == "BDIF") className = BoundedDifference().className();
+ else if (name == "DPROD") className = DrasticProduct().className();
+ else if (name == "EPROD") className = EinsteinProduct().className();
+ else if (name == "HPROD") className = HamacherProduct().className();
+ else if (name == "NMIN") className = NilpotentMinimum().className();
+
+ return FactoryManager::instance()->tnorm()->constructObject(className);
+ }
+
+ SNorm* FclImporter::parseSNorm(const std::string& line) const {
+ std::vector<std::string> token = Op::split(line, ":");
+ if (token.size() != 2) {
+ std::ostringstream ex;
+ ex << "[syntax error] expected property of type (key : value) in line: "
+ << line;
+ throw Exception(ex.str(), FL_AT);
+ }
+ std::string name = Op::trim(token.at(1));
+ std::string className = name;
+ if (name == "NONE") className = "";
+ else if (name == "MAX") className = Maximum().className();
+ else if (name == "ASUM") className = AlgebraicSum().className();
+ else if (name == "BSUM") className = BoundedSum().className();
+ else if (name == "NSUM") className = NormalizedSum().className();
+ else if (name == "DSUM") className = DrasticSum().className();
+ else if (name == "ESUM") className = EinsteinSum().className();
+ else if (name == "HSUM") className = HamacherSum().className();
+ else if (name == "NMAX") className = NilpotentMaximum().className();
+
+ return FactoryManager::instance()->snorm()->constructObject(className);
+ }
+
+ Term* FclImporter::parseTerm(const std::string& line, const Engine* engine) const {
+ std::ostringstream spacer;
+ for (std::size_t i = 0; i < line.size(); ++i) {
+ if (line.at(i) == '(' or line.at(i) == ')' or line.at(i) == ',') {
+ spacer << " " << line.at(i) << " ";
+ } else if (line.at(i) == ':') {
+ spacer << " :";
+ } else if (line.at(i) == '=') {
+ spacer << "= ";
+ } else
+ spacer << line.at(i);
+ }
+ std::string spacedLine = spacer.str();
+
+ enum FSM {
+ S_KWTERM, S_NAME, S_ASSIGN, S_TERMCLASS, S_PARAMETERS
+ };
+ FSM state = S_KWTERM;
+ std::istringstream tokenizer(spacedLine);
+ std::string token;
+ std::string name, termClass;
+ std::vector<std::string> parameters;
+ while (tokenizer >> token) {
+ if (state == S_KWTERM and token == "TERM") {
+ state = S_NAME;
+ continue;
+ }
+ if (state == S_NAME) {
+ name = token;
+ state = S_ASSIGN;
+ continue;
+ }
+ if (state == S_ASSIGN and token == ":=") {
+ state = S_TERMCLASS;
+ continue;
+ }
+ if (state == S_TERMCLASS) {
+ if (Op::isNumeric(token)) {
+ termClass = Constant().className();
+ parameters.push_back(token);
+ } else if (token == "(") {
+ termClass = Discrete().className();
+ } else {
+ termClass = token;
+ }
+ state = S_PARAMETERS;
+ continue;
+ }
+ if (state == S_PARAMETERS) {
+ if (termClass != Function().className() and
+ (token == "(" or token == ")" or token == ",")) {
+ continue;
+ }
+ if (token == ";") break;
+ parameters.push_back(Op::trim(token));
+ }
+ }
+ if (state <= S_TERMCLASS)
+ throw Exception("[syntax error] malformed term in line: " + line, FL_AT);
+
+ FL_unique_ptr<Term> term;
+ term.reset(FactoryManager::instance()->term()->constructObject(termClass));
+ term->updateReference(engine);
+ term->setName(Op::validName(name));
+ std::string separator;
+ if (not dynamic_cast<Function*> (term.get())) {
+ separator = " ";
+ }
+ term->configure(Op::join(parameters, separator)); //remove spaces for text of function
+ return term.release();
+ }
+
+ Defuzzifier* FclImporter::parseDefuzzifier(const std::string& line) const {
+ std::vector<std::string> token = Op::split(line, ":");
+ if (token.size() != 2) {
+ std::ostringstream ex;
+ ex << "[syntax error] expected property of type (key : value) in "
+ << "line: " << line;
+ throw Exception(ex.str(), FL_AT);
+ }
+
+ std::string name = Op::trim(token.at(1));
+ std::string className = name;
+ if (name == "NONE") className = "";
+ else if (name == "COG") className = Centroid().className();
+ else if (name == "COA") className = Bisector().className();
+ else if (name == "LM") className = SmallestOfMaximum().className();
+ else if (name == "RM") className = LargestOfMaximum().className();
+ else if (name == "MM") className = MeanOfMaximum().className();
+ else if (name == "COGS") className = WeightedAverage().className();
+ else if (name == "COGSS") className = WeightedSum().className();
+
+ return FactoryManager::instance()->defuzzifier()->constructObject(className);
+ }
+
+ std::pair<scalar, bool> FclImporter::parseDefaultValue(const std::string& line) const {
+ std::vector<std::string> token = Op::split(line, ":=");
+ if (token.size() != 2) {
+ std::ostringstream ex;
+ ex << "[syntax error] expected property of type (key := value) in line: "
+ << line;
+ throw Exception(ex.str(), FL_AT);
+ }
+
+ std::vector<std::string> values = Op::split(token.at(1), "|");
+
+ std::string defaultValue = values.front();
+ std::string nc;
+ if (values.size() == 2) nc = values.back();
+
+ defaultValue = Op::trim(defaultValue);
+ nc = Op::trim(nc);
+
+ scalar value;
+ try {
+ value = Op::toScalar(defaultValue);
+ } catch (...) {
+ std::ostringstream ex;
+ ex << "[syntax error] expected numeric value, "
+ << "but found <" << defaultValue << "> in line: "
+ << line;
+ throw Exception(ex.str(), FL_AT);
+ }
+
+ bool lockPreviousOutput = (nc == "NC");
+
+ if (not (lockPreviousOutput or nc.empty())) {
+ throw Exception("[syntax error] expected keyword <NC>, "
+ "but found <" + nc + "> in line: " + line, FL_AT);
+ }
+
+ return std::pair<scalar, bool>(value, lockPreviousOutput);
+ }
+
+ std::pair<scalar, scalar> FclImporter::parseRange(const std::string& line) const {
+ std::vector<std::string> token = Op::split(line, ":=");
+ if (token.size() != 2) {
+ std::ostringstream ex;
+ ex << "[syntax error] expected property of type (key := value) in line: "
+ << line;
+ throw Exception(ex.str(), FL_AT);
+ }
+
+ std::string rangeToken = token.at(1);
+
+ std::ostringstream range;
+ for (std::size_t i = 0; i < rangeToken.size(); ++i) {
+ char character = rangeToken.at(i);
+ if (character == '(' or character == ')' or character == ' ' or character == ';')
+ continue;
+ range << character;
+ }
+ token = Op::split(range.str(), "..");
+ if (token.size() != 2) {
+ std::ostringstream ex;
+ ex << "[syntax error] expected property of type 'start .. end', "
+ << "but found <" << range.str() << "> in line: " << line;
+ throw Exception(ex.str(), FL_AT);
+ }
+ scalar minimum, maximum;
+ int index;
+ try {
+ minimum = Op::toScalar(token.at(index = 0));
+ maximum = Op::toScalar(token.at(index = 1));
+ } catch (std::exception& ex) {
+ FL_IUNUSED(ex);
+ std::ostringstream ss;
+ ss << "[syntax error] expected numeric value, but found <" << token.at(index) << "> in "
+ << "line: " << line;
+ throw Exception(ss.str(), FL_AT);
+ }
+ return std::pair<scalar, scalar>(minimum, maximum);
+ }
+
+ std::pair<bool, bool> FclImporter::parseLocks(const std::string& line) const {
+ std::size_t index = line.find_first_of(":");
+ if (index == std::string::npos) {
+ throw Exception("[syntax error] expected property of type "
+ "'key : value' in line: " + line, FL_AT);
+ }
+ bool output, range;
+ std::string value = line.substr(index + 1);
+ std::vector<std::string> flags = Op::split(value, "|");
+ if (flags.size() == 1) {
+ std::string flag = Op::trim(flags.front());
+ output = (flag == "PREVIOUS");
+ range = (flag == "RANGE");
+ if (not (output or range)) {
+ throw Exception("[syntax error] expected locking flags "
+ "<PREVIOUS|RANGE>, but found <" + flag + "> in line: " + line, FL_AT);
+ }
+ } else if (flags.size() == 2) {
+ std::string flagA = Op::trim(flags.front());
+ std::string flagB = Op::trim(flags.back());
+ output = (flagA == "PREVIOUS" or flagB == "PREVIOUS");
+ range = (flagA == "RANGE" or flagB == "RANGE");
+ if (not (output and range)) {
+ throw Exception("[syntax error] expected locking flags "
+ "<PREVIOUS|RANGE>, but found "
+ "<" + flags.front() + "|" + flags.back() + "> in line: " + line, FL_AT);
+ }
+ } else {
+ throw Exception("[syntax error] expected locking flags "
+ "<PREVIOUS|RANGE>, but found "
+ "<" + value + "> in line: " + line, FL_AT);
+ }
+ return std::pair<bool, bool>(output, range);
+ }
+
+ bool FclImporter::parseEnabled(const std::string& line) const {
+ std::vector<std::string> tokens = Op::split(line, ":");
+ if (tokens.size() != 2) {
+ std::ostringstream ex;
+ ex << "[syntax error] expected property of type (key : value) in "
+ << "line: " << line;
+ throw Exception(ex.str(), FL_AT);
+ }
+
+ std::string boolean = Op::trim(tokens.at(1));
+ if (boolean == "TRUE") return true;
+ if (boolean == "FALSE") return false;
+ throw Exception("[syntax error] expected boolean <TRUE|FALSE>, but found <" + line + ">", FL_AT);
+ }
+
+ FclImporter* FclImporter::clone() const {
+ return new FclImporter(*this);
+ }
+
+
+}
diff --git a/fuzzylite/src/imex/FisExporter.cpp b/fuzzylite/src/imex/FisExporter.cpp
new file mode 100644
index 0000000..2daac9a
--- /dev/null
+++ b/fuzzylite/src/imex/FisExporter.cpp
@@ -0,0 +1,423 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#include "fl/imex/FisExporter.h"
+
+#include "fl/Headers.h"
+
+#include <queue>
+
+namespace fl {
+
+ FisExporter::FisExporter() : Exporter() { }
+
+ FisExporter::~FisExporter() { }
+
+ std::string FisExporter::name() const {
+ return "FisExporter";
+ }
+
+ std::string FisExporter::toString(const Engine* engine) const {
+ std::ostringstream fis;
+ fis << exportSystem(engine) << "\n";
+
+ fis << exportInputs(engine);
+
+ fis << exportOutputs(engine);
+
+ fis << exportRules(engine);
+
+ return fis.str();
+ }
+
+ std::string FisExporter::exportSystem(const Engine* engine) const {
+ std::ostringstream fis;
+ fis << "#Code automatically generated with " << fuzzylite::library() << ".\n\n";
+ fis << "[System]\n";
+ fis << "Name='" << engine->getName() << "'\n";
+ std::string type;
+ if (engine->type() == Engine::Mamdani or engine->type() == Engine::Larsen) {
+ type = "mamdani";
+ } else if (engine->type() == Engine::TakagiSugeno) {
+ type = "sugeno";
+ } else if (engine->type() == Engine::Tsukamoto) {
+ type = "tsukamoto";
+ } else if (engine->type() == Engine::InverseTsukamoto) {
+ type = "inverse tsukamoto";
+ } else if (engine->type() == Engine::Hybrid) {
+ type = "hybrid";
+ } else {
+ type = "unknown";
+ }
+ fis << "Type='" << type << "'\n";
+ fis << "Version=" << fuzzylite::version() << "\n";
+ fis << "NumInputs=" << engine->numberOfInputVariables() << "\n";
+ fis << "NumOutputs=" << engine->numberOfOutputVariables() << "\n";
+
+ std::size_t numberOfRules = 0;
+ const TNorm* conjunction = fl::null;
+ const SNorm* disjunction = fl::null;
+ const TNorm* implication = fl::null;
+ for (std::size_t i = 0; i < engine->numberOfRuleBlocks(); ++i) {
+ RuleBlock* rb = engine->getRuleBlock(i);
+ numberOfRules += rb->numberOfRules();
+ if (not conjunction) conjunction = rb->getConjunction();
+ if (not disjunction) disjunction = rb->getDisjunction();
+ if (not implication) implication = rb->getImplication();
+ }
+ fis << "NumRules=" << numberOfRules << "\n";
+ fis << "AndMethod='" << (conjunction ? toString(conjunction) : "min") << "'\n";
+ fis << "OrMethod='" << (disjunction ? toString(disjunction) : "max") << "'\n";
+ fis << "ImpMethod='" << (implication ? toString(implication) : "min") << "'\n";
+
+ const SNorm* aggregation = fl::null;
+ Defuzzifier* defuzzifier = fl::null;
+ for (std::size_t i = 0; i < engine->numberOfOutputVariables(); ++i) {
+ OutputVariable* outputVariable = engine->getOutputVariable(i);
+ if (not aggregation) aggregation = outputVariable->fuzzyOutput()->getAggregation();
+ if (not defuzzifier) defuzzifier = outputVariable->getDefuzzifier();
+ }
+
+ fis << "AggMethod='" << (aggregation ? toString(aggregation) : "max") << "'\n";
+ fis << "DefuzzMethod='" << toString(defuzzifier) << "'\n";
+ return fis.str();
+ }
+
+ std::string FisExporter::exportInputs(const Engine* engine) const {
+ std::ostringstream fis;
+ for (std::size_t ixVar = 0; ixVar < engine->numberOfInputVariables(); ++ixVar) {
+ InputVariable* var = engine->getInputVariable(ixVar);
+ fis << "[Input" << (ixVar + 1) << "]\n";
+ fis << "Name='" << Op::validName(var->getName()) << "'\n";
+ fis << "Range=[" << Op::join(2, " ", var->getMinimum(), var->getMaximum()) << "]\n";
+ fis << "NumMFs=" << var->numberOfTerms() << "\n";
+ for (std::size_t ixTerm = 0; ixTerm < var->numberOfTerms(); ++ixTerm) {
+ fis << "MF" << (ixTerm + 1) << "='" << Op::validName(var->getTerm(ixTerm)->getName()) << "':"
+ << toString(var->getTerm(ixTerm)) << "\n";
+ }
+ fis << "\n";
+ }
+ return fis.str();
+ }
+
+ std::string FisExporter::exportOutputs(const Engine* engine) const {
+ std::ostringstream fis;
+ for (std::size_t ixVar = 0; ixVar < engine->numberOfOutputVariables(); ++ixVar) {
+ OutputVariable* var = engine->getOutputVariable(ixVar);
+ fis << "[Output" << (ixVar + 1) << "]\n";
+ fis << "Name='" << Op::validName(var->getName()) << "'\n";
+ fis << "Range=[" << Op::join(2, " ", var->getMinimum(), var->getMaximum()) << "]\n";
+ fis << "NumMFs=" << var->numberOfTerms() << "\n";
+ for (std::size_t ixTerm = 0; ixTerm < var->numberOfTerms(); ++ixTerm) {
+ fis << "MF" << (ixTerm + 1) << "='" << Op::validName(var->getTerm(ixTerm)->getName()) << "':"
+ << toString(var->getTerm(ixTerm)) << "\n";
+ }
+ fis << "\n";
+ }
+ return fis.str();
+ }
+
+ std::string FisExporter::exportRules(const Engine* engine) const {
+ std::ostringstream fis;
+ fis << "[Rules]\n";
+ for (std::size_t ixRuleBlock = 0; ixRuleBlock < engine->numberOfRuleBlocks(); ++ixRuleBlock) {
+ RuleBlock* rb = engine->getRuleBlock(ixRuleBlock);
+ if (engine->numberOfRuleBlocks() > 1) fis << "# RuleBlock " << rb->getName() << "\n";
+ for (std::size_t ixRule = 0; ixRule < rb->numberOfRules(); ++ixRule) {
+ Rule* rule = rb->getRule(ixRule);
+ if (rule->isLoaded()) {
+ fis << exportRule(rule, engine) << "\n";
+ }
+ }
+ }
+ return fis.str();
+ }
+
+ std::string FisExporter::exportRule(const Rule* rule, const Engine* engine) const {
+ if (not rule) return "";
+ std::vector<Proposition*> propositions;
+ std::vector<Operator*> operators;
+
+ std::queue<Expression*> bfsQueue;
+ bfsQueue.push(rule->getAntecedent()->getExpression());
+ while (not bfsQueue.empty()) {
+ Expression* front = bfsQueue.front();
+ bfsQueue.pop();
+ Operator* op = dynamic_cast<Operator*> (front);
+ if (op) {
+ bfsQueue.push(op->left);
+ bfsQueue.push(op->right);
+ operators.push_back(op);
+ } else {
+ propositions.push_back(dynamic_cast<Proposition*> (front));
+ }
+ }
+
+ bool equalOperators = true;
+ for (std::size_t i = 0; i + 1 < operators.size(); ++i) {
+ if (operators.at(i)->name != operators.at(i + 1)->name) {
+ equalOperators = false;
+ break;
+ }
+ }
+ if (not equalOperators) {
+ throw Exception("[exporter error] "
+ "fis files do not support rules with different connectors "
+ "(i.e. ['and', 'or']). All connectors within a rule must be the same", FL_AT);
+ }
+ std::ostringstream fis;
+ std::vector<Variable*> inputVariables, outputVariables;
+ for (std::size_t i = 0; i < engine->numberOfInputVariables(); ++i)
+ inputVariables.push_back(engine->getInputVariable(i));
+ for (std::size_t i = 0; i < engine->numberOfOutputVariables(); ++i)
+ outputVariables.push_back(engine->getOutputVariable(i));
+
+ fis << translate(propositions, inputVariables) << ", ";
+ fis << translate(rule->getConsequent()->conclusions(), outputVariables);
+ fis << "(" << Op::str(rule->getWeight()) << ") : ";
+ if (operators.size() == 0) fis << "1"; //does not matter
+ else {
+ if (operators.at(0)->name == Rule::andKeyword()) fis << "1";
+ else if (operators.at(0)->name == Rule::orKeyword()) fis << "2";
+ else fis << operators.at(0)->name;
+ }
+ return fis.str();
+ }
+
+ std::string FisExporter::translate(const std::vector<Proposition*>& propositions,
+ const std::vector<Variable*> variables) const {
+ std::ostringstream ss;
+ for (std::size_t ixVariable = 0; ixVariable < variables.size(); ++ixVariable) {
+ Variable* variable = variables.at(ixVariable);
+ std::size_t termIndexPlusOne = 0;
+ scalar plusHedge = 0;
+ int negated = 1;
+ for (std::size_t ixProposition = 0; ixProposition < propositions.size(); ++ixProposition) {
+ Proposition* proposition = propositions.at(ixProposition);
+ if (proposition->variable != variable) continue;
+
+ for (std::size_t termIndex = 0; termIndex < variable->numberOfTerms(); ++termIndex) {
+ if (variable->getTerm(termIndex) == proposition->term) {
+ termIndexPlusOne = termIndex + 1;
+ break;
+ }
+ }
+
+ std::vector<Hedge*> hedges = proposition->hedges;
+ if (hedges.size() > 1) {
+ FL_DBG("[exporter warning] only a few combinations of multiple "
+ "hedges are supported in fis files");
+ }
+ for (std::size_t ixHedge = 0; ixHedge < hedges.size(); ++ixHedge) {
+ Hedge* hedge = hedges.at(ixHedge);
+ if (hedge->name() == Not().name()) negated *= -1;
+ else if (hedge->name() == Extremely().name()) plusHedge += 0.3;
+ else if (hedge->name() == Very().name()) plusHedge += 0.2;
+ else if (hedge->name() == Somewhat().name()) plusHedge += 0.05;
+ else if (hedge->name() == Seldom().name()) plusHedge += 0.01;
+ else if (hedge->name() == Any().name()) plusHedge += 0.99;
+ else plusHedge = fl::nan; //Unreconized hedge combination (e.g. Any)
+ }
+
+ break;
+ }
+ if (negated < 0) ss << "-";
+ if (not Op::isNaN(plusHedge)) {
+ ss << Op::str(termIndexPlusOne + plusHedge);
+ } else {
+ ss << termIndexPlusOne << ".?"; // Unreconized hedge combination
+ }
+ ss << " ";
+ }
+ return ss.str();
+ }
+
+ std::string FisExporter::toString(const TNorm * tnorm) const {
+ if (not tnorm) return "";
+ if (tnorm->className() == Minimum().className()) return "min";
+ if (tnorm->className() == AlgebraicProduct().className()) return "prod";
+ if (tnorm->className() == BoundedDifference().className()) return "bounded_difference";
+ if (tnorm->className() == DrasticProduct().className()) return "drastic_product";
+ if (tnorm->className() == EinsteinProduct().className()) return "einstein_product";
+ if (tnorm->className() == HamacherProduct().className()) return "hamacher_product";
+ if (tnorm->className() == NilpotentMinimum().className()) return "nilpotent_minimum";
+ return tnorm->className();
+ }
+
+ std::string FisExporter::toString(const SNorm* snorm) const {
+ if (not snorm) return "";
+ if (snorm->className() == Maximum().className()) return "max";
+ if (snorm->className() == AlgebraicSum().className()) return "probor";
+ if (snorm->className() == BoundedSum().className()) return "bounded_sum";
+ if (snorm->className() == NormalizedSum().className()) return "normalized_sum";
+ if (snorm->className() == DrasticSum().className()) return "drastic_sum";
+ if (snorm->className() == EinsteinSum().className()) return "einstein_sum";
+ if (snorm->className() == HamacherSum().className()) return "hamacher_sum";
+ if (snorm->className() == NilpotentMaximum().className()) return "nilpotent_maximum";
+ if (snorm->className() == UnboundedSum().className()) return "sum";
+ return snorm->className();
+ }
+
+ std::string FisExporter::toString(const Defuzzifier * defuzzifier) const {
+ if (not defuzzifier) return "";
+ if (defuzzifier->className() == Centroid().className()) return "centroid";
+ if (defuzzifier->className() == Bisector().className()) return "bisector";
+ if (defuzzifier->className() == LargestOfMaximum().className()) return "lom";
+ if (defuzzifier->className() == MeanOfMaximum().className()) return "mom";
+ if (defuzzifier->className() == SmallestOfMaximum().className()) return "som";
+ if (defuzzifier->className() == WeightedAverage().className()) return "wtaver";
+ if (defuzzifier->className() == WeightedSum().className()) return "wtsum";
+ return defuzzifier->className();
+ }
+
+ std::string FisExporter::toString(const Term * term) const {
+ std::ostringstream ss;
+ if (const Bell * x = dynamic_cast<const Bell*> (term)) {
+ ss << "'gbellmf',[" << Op::join(3, " ",
+ x->getWidth(), x->getSlope(), x->getCenter()) << "]";
+ return ss.str();
+ }
+
+ if (const Binary * x = dynamic_cast<const Binary*> (term)) {
+ ss << "'binarymf,[" << Op::join(2, " ",
+ x->getStart(), x->getDirection()) << "]";
+ return ss.str();
+ }
+
+ if (const Concave * x = dynamic_cast<const Concave*> (term)) {
+ ss << "'concavemf',[" << Op::join(2, " ",
+ x->getInflection(), x->getEnd()) << "]";
+ return ss.str();
+ }
+
+ if (const Constant * x = dynamic_cast<const Constant*> (term)) {
+ ss << "'constant',[" << Op::str(x->getValue()) << "]";
+ return ss.str();
+ }
+
+ if (const Cosine * x = dynamic_cast<const Cosine*> (term)) {
+ ss << "'cosinemf',[" << Op::join(2, " ",
+ x->getCenter(), x->getWidth()) << "]";
+ return ss.str();
+ }
+
+ if (const Discrete * x = dynamic_cast<const Discrete*> (term)) {
+ ss << "'discretemf',[" << Op::join(Discrete::toVector(x->xy()), " ") << "]";
+ return ss.str();
+ }
+
+ if (const Function * x = dynamic_cast<const Function*> (term)) {
+ ss << "'function',[" << x->getFormula() << "]";
+ return ss.str();
+ }
+
+ if (const Gaussian * x = dynamic_cast<const Gaussian*> (term)) {
+ ss << "'gaussmf',[" << Op::join(2, " ",
+ x->getStandardDeviation(), x->getMean()) << "]";
+ return ss.str();
+ }
+
+ if (const GaussianProduct * x = dynamic_cast<const GaussianProduct*> (term)) {
+ ss << "'gauss2mf',[" << Op::join(4, " ",
+ x->getStandardDeviationA(), x->getMeanA(),
+ x->getStandardDeviationB(), x->getMeanB()) << "]";
+ return ss.str();
+ }
+
+ if (const Linear * x = dynamic_cast<const Linear*> (term)) {
+ ss << "'linear',[" << Op::join<scalar>(x->coefficients(), " ") << "]";
+ return ss.str();
+ }
+
+
+ if (const PiShape * x = dynamic_cast<const PiShape*> (term)) {
+ ss << "'pimf',[" << Op::join(4, " ",
+ x->getBottomLeft(), x->getTopLeft(),
+ x->getTopRight(), x->getBottomRight()) << "]";
+ return ss.str();
+ }
+
+ if (const Ramp * x = dynamic_cast<const Ramp*> (term)) {
+ ss << "'rampmf',[" << Op::join(2, " ",
+ x->getStart(), x->getEnd()) << "]";
+ return ss.str();
+ }
+
+ if (const Rectangle * x = dynamic_cast<const Rectangle*> (term)) {
+ ss << "'rectmf',[" << Op::join(2, " ",
+ x->getStart(), x->getEnd()) << "]";
+ return ss.str();
+ }
+
+ if (const SigmoidDifference * x = dynamic_cast<const SigmoidDifference*> (term)) {
+ ss << "'dsigmf',[" << Op::join(4, " ",
+ x->getRising(), x->getLeft(),
+ x->getFalling(), x->getRight()) << "]";
+ return ss.str();
+ }
+
+ if (const Sigmoid * x = dynamic_cast<const Sigmoid*> (term)) {
+ ss << "'sigmf',[" << Op::join(2, " ",
+ x->getSlope(), x->getInflection()) << "]";
+ return ss.str();
+ }
+
+ if (const SigmoidProduct * x = dynamic_cast<const SigmoidProduct*> (term)) {
+ ss << "'psigmf',[" << Op::join(4, " ",
+ x->getRising(), x->getLeft(),
+ x->getFalling(), x->getRight()) << "]";
+ return ss.str();
+ }
+
+ if (const SShape * x = dynamic_cast<const SShape*> (term)) {
+ ss << "'smf',[" << Op::join(2, " ",
+ x->getStart(), x->getEnd()) << "]";
+ return ss.str();
+ }
+
+ if (const Spike * x = dynamic_cast<const Spike*> (term)) {
+ ss << "'spikemf',[" << Op::join(2, " ",
+ x->getCenter(), x->getWidth()) << "]";
+ return ss.str();
+ }
+
+ if (const Trapezoid * x = dynamic_cast<const Trapezoid*> (term)) {
+ ss << "'trapmf',[" << Op::join(4, " ",
+ x->getVertexA(), x->getVertexB(), x->getVertexC(), x->getVertexD()) << "]";
+ return ss.str();
+ }
+
+ if (const Triangle * x = dynamic_cast<const Triangle*> (term)) {
+ ss << "'trimf',[" << Op::join(3, " ",
+ x->getVertexA(), x->getVertexB(), x->getVertexC()) << "]";
+ return ss.str();
+ }
+
+ if (const ZShape * x = dynamic_cast<const ZShape*> (term)) {
+ ss << "'zmf',[" << Op::join(2, " ",
+ x->getStart(), x->getEnd()) << "]";
+ return ss.str();
+ }
+
+ ss << "[exporter error] term of class <" << (term ? term->className() : "null") << "> not supported";
+ throw Exception(ss.str(), FL_AT);
+ }
+
+ FisExporter* FisExporter::clone() const {
+ return new FisExporter(*this);
+ }
+
+}
diff --git a/fuzzylite/src/imex/FisImporter.cpp b/fuzzylite/src/imex/FisImporter.cpp
new file mode 100644
index 0000000..f846469
--- /dev/null
+++ b/fuzzylite/src/imex/FisImporter.cpp
@@ -0,0 +1,484 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#include "fl/imex/FisImporter.h"
+
+#include "fl/Headers.h"
+
+namespace fl {
+
+ FisImporter::FisImporter() : Importer() { }
+
+ FisImporter::~FisImporter() { }
+
+ std::string FisImporter::name() const {
+ return "FisImporter";
+ }
+
+ Engine* FisImporter::fromString(const std::string& fis) const {
+ FL_unique_ptr<Engine> engine(new Engine);
+
+ std::istringstream fisReader(fis);
+ std::string line;
+ std::size_t lineNumber = 0;
+
+ std::vector<std::string> sections;
+ while (std::getline(fisReader, line)) {
+ ++lineNumber;
+ //remove comments
+ line = Op::split(line, "//", false).front();
+ line = Op::split(line, "#", false).front();
+ line = Op::trim(line);
+ if (line.empty() or line.at(0) == '%') {
+ continue;
+ }
+
+ line = Op::findReplace(line, "'", "");
+
+ if ("[System]" == line.substr(0, std::string("[System]").size())
+ or "[Input" == line.substr(0, std::string("[Input").size())
+ or "[Output" == line.substr(0, std::string("[Output").size())
+ or "[Rules]" == line.substr(0, std::string("[Rules]").size())) {
+ sections.push_back(line);
+ } else {
+ if (not sections.empty()) {
+ sections.at(sections.size() - 1) += "\n" + line;
+ } else {
+ std::ostringstream ss;
+ ss << "[import error] line " << lineNumber << " <" << line << "> "
+ "does not belong to any section";
+ throw Exception(ss.str(), FL_AT);
+ }
+ }
+ }
+ std::string andMethod, orMethod, impMethod, aggMethod, defuzzMethod;
+ for (std::size_t i = 0; i < sections.size(); ++i) {
+ if ("[System]" == sections.at(i).substr(0, std::string("[System]").size()))
+ importSystem(sections.at(i), engine.get(),
+ andMethod, orMethod, impMethod, aggMethod, defuzzMethod);
+ else if ("[Input" == sections.at(i).substr(0, std::string("[Input").size()))
+ importInput(sections.at(i), engine.get());
+ else if ("[Output" == sections.at(i).substr(0, std::string("[Output").size()))
+ importOutput(sections.at(i), engine.get());
+ else if ("[Rules]" == sections.at(i).substr(0, std::string("[Rules]").size()))
+ importRules(sections.at(i), engine.get());
+ else throw Exception("[import error] section <"
+ + sections.at(i) + "> not recognized", FL_AT);
+ }
+ engine->configure(translateTNorm(andMethod), translateSNorm(orMethod),
+ translateTNorm(impMethod), translateSNorm(aggMethod),
+ translateDefuzzifier(defuzzMethod), General().className());
+ return engine.release();
+ }
+
+ void FisImporter::importSystem(const std::string& section, Engine * engine,
+ std::string& andMethod, std::string& orMethod,
+ std::string& impMethod, std::string& aggMethod,
+ std::string& defuzzMethod) const {
+ std::istringstream reader(section);
+ std::string line;
+ std::getline(reader, line); //ignore first line [System]
+ while (std::getline(reader, line)) {
+ std::vector<std::string> keyValue = Op::split(line, "=");
+
+ std::string key = Op::trim(keyValue.at(0));
+ std::string value;
+ for (std::size_t i = 1; i < keyValue.size(); ++i) {
+ value += keyValue.at(i);
+ }
+ value = Op::trim(value);
+ if (key == "Name") engine->setName(value);
+ else if (key == "AndMethod") andMethod = value;
+ else if (key == "OrMethod") orMethod = value;
+ else if (key == "ImpMethod") impMethod = value;
+ else if (key == "AggMethod") aggMethod = value;
+ else if (key == "DefuzzMethod") defuzzMethod = value;
+ else if (key == "Type" or key == "Version"
+ or key == "NumInputs" or key == "NumOutputs"
+ or key == "NumRules" or key == "NumMFs") {
+ //ignore because are redundant.
+ } else throw Exception("[import error] token <" + key + "> not recognized", FL_AT);
+ }
+ }
+
+ void FisImporter::importInput(const std::string& section, Engine* engine) const {
+ std::istringstream reader(section);
+ std::string line;
+ std::getline(reader, line); //ignore first line [Input#]
+
+ InputVariable* input = new InputVariable;
+ engine->addInputVariable(input);
+
+ while (std::getline(reader, line)) {
+ std::vector<std::string> keyValue = Op::split(line, "=");
+ if (keyValue.size() != 2)
+ throw Exception("[syntax error] expected a property of type "
+ "'key=value', but found <" + line + ">", FL_AT);
+ std::string key = Op::trim(keyValue.at(0));
+ std::string value = Op::trim(keyValue.at(1));
+
+ if (key == "Name") {
+ input->setName(Op::validName(value));
+ } else if (key == "Enabled") {
+ input->setEnabled(Op::isEq(Op::toScalar(value), 1.0));
+ } else if (key == "Range") {
+ std::pair<scalar, scalar> minmax = parseRange(value);
+ input->setMinimum(minmax.first);
+ input->setMaximum(minmax.second);
+ } else if (key.substr(0, 2) == "MF") {
+ input->addTerm(parseTerm(value, engine));
+ } else if (key == "NumMFs") {
+ //ignore
+ } else {
+ throw Exception("[import error] token <" + key + "> not recognized", FL_AT);
+ }
+ }
+ }
+
+ void FisImporter::importOutput(const std::string& section, Engine* engine) const {
+ std::istringstream reader(section);
+ std::string line;
+ std::getline(reader, line); //ignore first line [Output#]
+
+ OutputVariable* output = new OutputVariable;
+ engine->addOutputVariable(output);
+
+
+ while (std::getline(reader, line)) {
+ std::vector<std::string> keyValue = Op::split(line, "=");
+ if (keyValue.size() != 2)
+ throw Exception("[syntax error] expected a property of type "
+ "'key=value', but found < " + line + ">", FL_AT);
+ std::string key = Op::trim(keyValue.at(0));
+ std::string value = Op::trim(keyValue.at(1));
+
+ if (key == "Name") {
+ output->setName(Op::validName(value));
+ } else if (key == "Enabled") {
+ output->setEnabled(Op::isEq(Op::toScalar(value), 1.0));
+ } else if (key == "Range") {
+ std::pair<scalar, scalar> minmax = parseRange(value);
+ output->setMinimum(minmax.first);
+ output->setMaximum(minmax.second);
+ } else if (key.substr(0, 2) == "MF") {
+ output->addTerm(parseTerm(value, engine));
+ } else if (key == "Default") {
+ output->setDefaultValue(Op::toScalar(value));
+ } else if (key == "LockPrevious") {
+ output->setLockPreviousValue(Op::isEq(Op::toScalar(value), 1.0));
+ } else if (key == "LockRange") {
+ output->setLockValueInRange(Op::isEq(Op::toScalar(value), 1.0));
+ } else if (key == "NumMFs") {
+ //ignore
+ } else {
+ throw Exception("[import error] token <" + key + "> not recognized", FL_AT);
+ }
+ }
+ }
+
+ void FisImporter::importRules(const std::string& section, Engine* engine) const {
+ std::istringstream reader(section);
+ std::string line;
+ std::getline(reader, line); //ignore first line [Rules]
+
+ RuleBlock* ruleblock = new RuleBlock;
+ engine->addRuleBlock(ruleblock);
+
+ while (std::getline(reader, line)) {
+ std::vector<std::string> inputsAndRest = Op::split(line, ",");
+ if (inputsAndRest.size() != 2)
+ throw Exception("[syntax error] expected rule to match pattern "
+ "<'i '+, 'o '+ (w) : '1|2'>, but found instead <" + line + ">", FL_AT);
+
+ std::vector <std::string> outputsAndRest = Op::split(inputsAndRest.at(1), ":");
+ if (outputsAndRest.size() != 2)
+ throw Exception("[syntax error] expected rule to match pattern "
+ "<'i '+, 'o '+ (w) : '1|2'>, but found instead <" + line + ">", FL_AT);
+
+ std::vector<std::string> inputs = Op::split(inputsAndRest.at(0), " ");
+ std::vector<std::string> outputs = Op::split(outputsAndRest.at(0), " ");
+ std::string weightInParenthesis = outputs.at(outputs.size() - 1);
+ outputs.erase(outputs.begin() + outputs.size() - 1);
+ std::string connector = Op::trim(outputsAndRest.at(1));
+
+ if (inputs.size() != engine->numberOfInputVariables()) {
+ std::ostringstream ss;
+ ss << "[syntax error] expected <" << engine->numberOfInputVariables() << ">"
+ " input variables, but found <" << inputs.size() << ">"
+ " input variables in rule <" << line << ">";
+ throw Exception(ss.str(), FL_AT);
+ }
+ if (outputs.size() != engine->numberOfOutputVariables()) {
+ std::ostringstream ss;
+ ss << "[syntax error] expected <" << engine->numberOfOutputVariables() << ">"
+ " output variables, but found <" << outputs.size() << ">"
+ " output variables in rule <" << line << ">";
+ throw Exception(ss.str(), FL_AT);
+ }
+
+ std::vector<std::string> antecedent, consequent;
+
+ for (std::size_t i = 0; i < inputs.size(); ++i) {
+ scalar inputCode = Op::toScalar(inputs.at(i));
+ if (Op::isEq(inputCode, 0.0)) continue;
+ std::ostringstream ss;
+ ss << engine->getInputVariable(i)->getName() << " "
+ << Rule::isKeyword() << " "
+ << translateProposition(inputCode, engine->getInputVariable(i));
+ antecedent.push_back(ss.str());
+ }
+
+ for (std::size_t i = 0; i < outputs.size(); ++i) {
+ scalar outputCode = Op::toScalar(outputs.at(i));
+ if (Op::isEq(outputCode, 0.0)) continue;
+ std::ostringstream ss;
+ ss << engine->getOutputVariable(i)->getName() << " "
+ << Rule::isKeyword() << " "
+ << translateProposition(outputCode, engine->getOutputVariable(i));
+ consequent.push_back(ss.str());
+ }
+
+ std::ostringstream ruleText;
+
+ ruleText << Rule::ifKeyword() << " ";
+ for (std::size_t i = 0; i < antecedent.size(); ++i) {
+ ruleText << antecedent.at(i);
+ if (i + 1 < antecedent.size()) {
+ ruleText << " ";
+ if (connector == "1") ruleText << Rule::andKeyword() << " ";
+ else if (connector == "2") ruleText << Rule::orKeyword() << " ";
+ else throw Exception("[syntax error] connector <"
+ + connector + "> not recognized", FL_AT);
+ }
+ }
+
+ ruleText << " " << Rule::thenKeyword() << " ";
+ for (std::size_t i = 0; i < consequent.size(); ++i) {
+ ruleText << consequent.at(i);
+ if (i + 1 < consequent.size()) {
+ ruleText << " " << Rule::andKeyword() << " ";
+ }
+ }
+
+ std::ostringstream ss;
+ for (std::size_t i = 0; i < weightInParenthesis.size(); ++i) {
+ if (weightInParenthesis.at(i) == '('
+ or weightInParenthesis.at(i) == ')'
+ or weightInParenthesis.at(i) == ' ') continue;
+ ss << weightInParenthesis.at(i);
+ }
+
+ scalar weight = Op::toScalar(ss.str());
+ if (not Op::isEq(weight, 1.0))
+ ruleText << " " << Rule::withKeyword() << " " << Op::str(weight);
+ Rule* rule = new Rule(ruleText.str());
+ try {
+ rule->load(engine);
+ } catch (...) {
+ //ignore
+ }
+ ruleblock->addRule(rule);
+ }
+ }
+
+ std::string FisImporter::translateProposition(scalar code, Variable* variable) const {
+ int intPart = (int) std::floor(std::abs(code)) - 1;
+ scalar fracPart = std::fmod(std::abs(code), scalar(1.0));
+ if (intPart >= static_cast<int> (variable->numberOfTerms())) {
+ std::ostringstream ex;
+ ex << "[syntax error] the code <" << code << "> refers to a term "
+ "out of range from variable <" << variable->getName() << ">";
+ throw Exception(ex.str(), FL_AT);
+ }
+
+ bool isAny = intPart < 0;
+ std::ostringstream ss;
+ if (code < 0) ss << Not().name() << " ";
+ if (Op::isEq(fracPart, 0.01)) ss << Seldom().name() << " ";
+ else if (Op::isEq(fracPart, 0.05)) ss << Somewhat().name() << " ";
+ else if (Op::isEq(fracPart, 0.2)) ss << Very().name() << " ";
+ else if (Op::isEq(fracPart, 0.3)) ss << Extremely().name() << " ";
+ else if (Op::isEq(fracPart, 0.4)) ss << Very().name() << " " << Very().name() << " ";
+ else if (Op::isEq(fracPart, 0.99)) ss << Any().name() << " ";
+ else if (not Op::isEq(fracPart, 0.0))
+ throw Exception("[syntax error] no hedge defined in FIS format for <"
+ + Op::str(fracPart) + ">", FL_AT);
+ if (not isAny) {
+ ss << variable->getTerm(intPart)->getName();
+ }
+ return ss.str();
+ }
+
+ std::string FisImporter::translateTNorm(const std::string& name) const {
+ if (name.empty()) return "";
+ if (name == "min") return Minimum().className();
+ if (name == "prod") return AlgebraicProduct().className();
+ if (name == "bounded_difference") return BoundedDifference().className();
+ if (name == "drastic_product") return DrasticProduct().className();
+ if (name == "einstein_product") return EinsteinProduct().className();
+ if (name == "hamacher_product") return HamacherProduct().className();
+ if (name == "nilpotent_minimum") return NilpotentMinimum().className();
+ return name;
+ }
+
+ std::string FisImporter::translateSNorm(const std::string& name) const {
+ if (name.empty()) return "";
+ if (name == "max") return Maximum().className();
+ if (name == "probor") return AlgebraicSum().className();
+ if (name == "bounded_sum") return BoundedSum().className();
+ if (name == "normalized_sum") return NormalizedSum().className();
+ if (name == "drastic_sum") return DrasticSum().className();
+ if (name == "einstein_sum") return EinsteinSum().className();
+ if (name == "hamacher_sum") return HamacherSum().className();
+ if (name == "nilpotent_maximum") return NilpotentMaximum().className();
+ if (name == "sum") return UnboundedSum().className();
+ return name;
+ }
+
+ std::string FisImporter::translateDefuzzifier(const std::string& name) const {
+ if (name.empty()) return "";
+ if (name == "centroid") return Centroid().className();
+ if (name == "bisector") return Bisector().className();
+ if (name == "lom") return LargestOfMaximum().className();
+ if (name == "mom") return MeanOfMaximum().className();
+ if (name == "som") return SmallestOfMaximum().className();
+ if (name == "wtaver") return WeightedAverage().className();
+ if (name == "wtsum") return WeightedSum().className();
+ return name;
+ }
+
+ std::pair<scalar, scalar> FisImporter::parseRange(const std::string& range) const {
+ std::vector<std::string> parts = Op::split(range, " ");
+ if (parts.size() != 2)
+ throw Exception("[syntax error] expected range in format '[begin end]',"
+ " but found <" + range + ">", FL_AT);
+ std::string begin = parts.at(0), end = parts.at(1);
+ if (begin.at(0) != '[' or end.at(end.size() - 1) != ']')
+ throw Exception("[syntax error] expected range in format '[begin end]',"
+ " but found <" + range + ">", FL_AT);
+ std::pair<scalar, scalar> result;
+ result.first = Op::toScalar(begin.substr(1));
+ result.second = Op::toScalar(end.substr(0, end.size() - 1));
+ return result;
+ }
+
+ Term * FisImporter::parseTerm(const std::string& fis, const Engine* engine) const {
+ std::ostringstream ss;
+ for (std::size_t i = 0; i < fis.size(); ++i) {
+ if (not (fis.at(i) == '[' or fis.at(i) == ']')) {
+ ss << fis.at(i);
+ }
+ }
+ std::string line = ss.str();
+
+ std::vector<std::string> nameTerm = Op::split(line, ":");
+ if (nameTerm.size() != 2) {
+ throw Exception("[syntax error] expected term in format 'name':'class',[params], "
+ "but found <" + line + ">", FL_AT);
+ }
+ std::vector<std::string> termParams = Op::split(nameTerm.at(1), ",");
+ if (termParams.size() != 2) {
+ throw Exception("[syntax error] expected term in format 'name':'class',[params], "
+ "but found " + line, FL_AT);
+ }
+
+ std::vector<std::string> parameters = Op::split(termParams.at(1), " ");
+ for (std::size_t i = 0; i < parameters.size(); ++i) {
+ parameters.at(i) = Op::trim(parameters.at(i));
+ }
+ return createInstance(
+ Op::trim(termParams.at(0)),
+ Op::trim(nameTerm.at(0)),
+ parameters, engine);
+ }
+
+ Term* FisImporter::createInstance(const std::string& mClass,
+ const std::string& name, const std::vector<std::string>& params,
+ const Engine* engine) const {
+ std::map<std::string, std::string> mapping;
+ mapping["binarymf"] = Binary().className();
+ mapping["concavemf"] = Concave().className();
+ mapping["constant"] = Constant().className();
+ mapping["cosinemf"] = Cosine().className();
+ mapping["discretemf"] = Discrete().className();
+ mapping["function"] = Function().className();
+ mapping["gbellmf"] = Bell().className();
+ mapping["gaussmf"] = Gaussian().className();
+ mapping["gauss2mf"] = GaussianProduct().className();
+ mapping["linear"] = Linear().className();
+ mapping["pimf"] = PiShape().className();
+ mapping["rampmf"] = Ramp().className();
+ mapping["rectmf"] = Rectangle().className();
+ mapping["smf"] = SShape().className();
+ mapping["sigmf"] = Sigmoid().className();
+ mapping["dsigmf"] = SigmoidDifference().className();
+ mapping["psigmf"] = SigmoidProduct().className();
+ mapping["spikemf"] = Spike().className();
+ mapping["trapmf"] = Trapezoid().className();
+ mapping["trimf"] = Triangle().className();
+ mapping["zmf"] = ZShape().className();
+
+ std::vector<std::string> sortedParams = params;
+
+ if (mClass == "gbellmf" and params.size() >= 3) {
+ sortedParams.at(0) = params.at(2);
+ sortedParams.at(1) = params.at(0);
+ sortedParams.at(2) = params.at(1);
+ } else if (mClass == "gaussmf" and params.size() >= 2) {
+ sortedParams.at(0) = params.at(1);
+ sortedParams.at(1) = params.at(0);
+ } else if (mClass == "gauss2mf" and params.size() >= 4) {
+ sortedParams.at(0) = params.at(1);
+ sortedParams.at(1) = params.at(0);
+ sortedParams.at(2) = params.at(3);
+ sortedParams.at(3) = params.at(2);
+ } else if (mClass == "sigmf" and params.size() >= 2) {
+ sortedParams.at(0) = params.at(1);
+ sortedParams.at(1) = params.at(0);
+ } else if (mClass == "dsigmf" and params.size() >= 4) {
+ sortedParams.at(0) = params.at(1);
+ sortedParams.at(1) = params.at(0);
+ sortedParams.at(2) = params.at(2);
+ sortedParams.at(3) = params.at(3);
+ } else if (mClass == "psigmf" and params.size() >= 4) {
+ sortedParams.at(0) = params.at(1);
+ sortedParams.at(1) = params.at(0);
+ sortedParams.at(2) = params.at(2);
+ sortedParams.at(3) = params.at(3);
+ }
+
+ std::string flClass;
+ std::map<std::string, std::string>::const_iterator it = mapping.find(mClass);
+ if (it != mapping.end()) flClass = it->second;
+ else flClass = mClass;
+
+ FL_unique_ptr<Term> term;
+ term.reset(FactoryManager::instance()->term()->constructObject(flClass));
+ term->updateReference(engine);
+ term->setName(Op::validName(name));
+ std::string separator;
+ if (not dynamic_cast<Function*> (term.get())) {
+ separator = " ";
+ }
+ term->configure(Op::join(sortedParams, separator));
+ return term.release();
+ }
+
+ FisImporter* FisImporter::clone() const {
+ return new FisImporter(*this);
+ }
+
+}
diff --git a/fuzzylite/src/imex/FldExporter.cpp b/fuzzylite/src/imex/FldExporter.cpp
new file mode 100644
index 0000000..e25af1b
--- /dev/null
+++ b/fuzzylite/src/imex/FldExporter.cpp
@@ -0,0 +1,312 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#include "fl/imex/FldExporter.h"
+
+#include "fl/Engine.h"
+#include "fl/Operation.h"
+#include "fl/variable/Variable.h"
+#include "fl/variable/InputVariable.h"
+#include "fl/variable/OutputVariable.h"
+
+#include <fstream>
+
+namespace fl {
+
+ FldExporter::FldExporter(const std::string& separator) : Exporter(),
+ _separator(separator), _exportHeaders(true),
+ _exportInputValues(true), _exportOutputValues(true) { }
+
+ FldExporter::~FldExporter() { }
+
+ std::string FldExporter::name() const {
+ return "FldExporter";
+ }
+
+ void FldExporter::setSeparator(const std::string& separator) {
+ this->_separator = separator;
+ }
+
+ std::string FldExporter::getSeparator() const {
+ return this->_separator;
+ }
+
+ void FldExporter::setExportHeader(bool exportHeaders) {
+ this->_exportHeaders = exportHeaders;
+ }
+
+ bool FldExporter::exportsHeader() const {
+ return this->_exportHeaders;
+ }
+
+ void FldExporter::setExportInputValues(bool exportInputValues) {
+ this->_exportInputValues = exportInputValues;
+ }
+
+ bool FldExporter::exportsInputValues() const {
+ return this->_exportInputValues;
+ }
+
+ void FldExporter::setExportOutputValues(bool exportOutputValues) {
+ this->_exportOutputValues = exportOutputValues;
+ }
+
+ bool FldExporter::exportsOutputValues() const {
+ return this->_exportOutputValues;
+ }
+
+ std::string FldExporter::header(const Engine* engine) const {
+ std::vector<std::string> result;
+ if (_exportInputValues) {
+ for (std::size_t i = 0; i < engine->numberOfInputVariables(); ++i) {
+ InputVariable* inputVariable = engine->getInputVariable(i);
+ result.push_back(inputVariable->getName());
+ }
+ }
+ if (_exportOutputValues) {
+ for (std::size_t i = 0; i < engine->numberOfOutputVariables(); ++i) {
+ OutputVariable* outputVariable = engine->getOutputVariable(i);
+ result.push_back(outputVariable->getName());
+ }
+ }
+ return Op::join(result, _separator);
+ }
+
+ std::string FldExporter::toString(const Engine* engine) const {
+ return toString(const_cast<Engine*> (engine), 1024, AllVariables);
+ }
+
+ std::string FldExporter::toString(Engine* engine, int values, ScopeOfValues scope) const {
+ return toString(engine, values, scope, engine->inputVariables());
+ }
+
+ std::string FldExporter::toString(Engine* engine, int values, ScopeOfValues scope,
+ const std::vector<InputVariable*>& activeVariables) const {
+ std::ostringstream result;
+ write(engine, result, values, scope, activeVariables);
+ return result.str();
+ }
+
+ std::string FldExporter::toString(Engine* engine, std::istream& reader) const {
+ std::ostringstream writer;
+ if (_exportHeaders) writer << header(engine) << "\n";
+ std::string line;
+ int lineNumber = 0;
+ while (std::getline(reader, line)) {
+ ++lineNumber;
+ line = Op::trim(line);
+ if (not line.empty() and line.at(0) == '#')
+ continue; //comments are ignored, blank lines are retained
+ std::vector<scalar> inputValues;
+ if (lineNumber == 1) { //automatic detection of header.
+ try {
+ inputValues = parse(line);
+ } catch (std::exception&) {
+ continue;
+ }
+ } else {
+ inputValues = parse(line);
+ }
+
+ write(engine, writer, inputValues, engine->inputVariables());
+ }
+ return writer.str();
+ }
+
+ void FldExporter::toFile(const std::string& path, Engine* engine, int values, ScopeOfValues scope) const {
+ toFile(path, engine, values, scope, engine->inputVariables());
+ }
+
+ void FldExporter::toFile(const std::string& path, Engine* engine, int values, ScopeOfValues scope,
+ const std::vector<InputVariable*>& activeVariables) const {
+ std::ofstream writer(path.c_str());
+ if (not writer.is_open()) {
+ throw Exception("[file error] file <" + path + "> could not be created", FL_AT);
+ }
+ write(engine, writer, values, scope, activeVariables);
+ writer.close();
+ }
+
+ void FldExporter::toFile(const std::string& path, Engine* engine, std::istream& reader) const {
+ std::ofstream writer(path.c_str());
+ if (not writer.is_open()) {
+ throw Exception("[file error] file <" + path + "> could not be created", FL_AT);
+ }
+ if (_exportHeaders) writer << header(engine) << "\n";
+
+ std::string line;
+ int lineNumber = 0;
+ while (std::getline(reader, line)) {
+ ++lineNumber;
+ line = Op::trim(line);
+ if (not line.empty() and line.at(0) == '#')
+ continue; //comments are ignored, blank lines are retained
+ std::vector<scalar> inputValues;
+ if (lineNumber == 1) { //automatic detection of header.
+ try {
+ inputValues = parse(line);
+ } catch (std::exception&) {
+ continue;
+ }
+ } else {
+ inputValues = parse(line);
+ }
+
+ write(engine, writer, inputValues, engine->inputVariables());
+ }
+ writer.close();
+ }
+
+ std::vector<scalar> FldExporter::parse(const std::string& values) const {
+ std::vector<scalar> inputValues;
+ if (not (values.empty() or values.at(0) == '#')) {
+ inputValues = Op::toScalars(values);
+ }
+ return inputValues;
+ }
+
+ void FldExporter::write(Engine* engine, std::ostream& writer, int values, ScopeOfValues scope) const {
+ write(engine, writer, values, scope, engine->inputVariables());
+ }
+
+ void FldExporter::write(Engine* engine, std::ostream& writer,
+ int values, ScopeOfValues scope,
+ const std::vector<InputVariable*>& activeVariables) const {
+ if (_exportHeaders) writer << header(engine) << "\n";
+
+ if (activeVariables.size() != engine->inputVariables().size()) {
+ std::ostringstream ex;
+ ex << "[exporter error] number of active variables "
+ "<" << activeVariables.size() << ">"
+ << "must match the number of input variables in the engine "
+ "<" << engine->inputVariables().size() << ">";
+ throw Exception(ex.str(), FL_AT);
+ }
+
+ int resolution;
+ if (scope == AllVariables)
+ resolution = -1 + (int) std::max(1.0, std::pow(
+ values, 1.0 / engine->numberOfInputVariables()));
+ else //if (scope == EachVariable)
+ resolution = values - 1;
+
+ std::vector<int> sampleValues, minSampleValues, maxSampleValues;
+ for (std::size_t i = 0; i < engine->numberOfInputVariables(); ++i) {
+ sampleValues.push_back(0);
+ minSampleValues.push_back(0);
+ if (engine->inputVariables().at(i) == activeVariables.at(i))
+ maxSampleValues.push_back(resolution);
+ else maxSampleValues.push_back(0);
+ }
+
+ std::vector<scalar> inputValues(engine->numberOfInputVariables());
+ do {
+ for (std::size_t i = 0; i < engine->numberOfInputVariables(); ++i) {
+ InputVariable* inputVariable = engine->getInputVariable(i);
+ if (inputVariable == activeVariables.at(i)) {
+ inputValues.at(i) = inputVariable->getMinimum()
+ + sampleValues.at(i) * inputVariable->range() / std::max(1, resolution);
+ } else {
+ inputValues.at(i) = inputVariable->getValue();
+ }
+ }
+ write(engine, writer, inputValues, activeVariables);
+ } while (Op::increment(sampleValues, minSampleValues, maxSampleValues));
+ }
+
+ void FldExporter::write(Engine* engine, std::ostream& writer, std::istream& reader) const {
+ if (_exportHeaders) writer << header(engine) << "\n";
+
+ std::string line;
+ std::size_t lineNumber = 0;
+ while (std::getline(reader, line)) {
+ ++lineNumber;
+ line = Op::trim(line);
+ if (not line.empty() and line.at(0) == '#')
+ continue; //comments are ignored, blank lines are retained
+ std::vector<scalar> inputValues;
+ if (lineNumber == 1) { //automatic detection of header.
+ try {
+ inputValues = parse(line);
+ } catch (std::exception&) {
+ continue;
+ }
+ } else {
+ inputValues = parse(line);
+ }
+ try {
+ write(engine, writer, inputValues, engine->inputVariables());
+ } catch (Exception& ex) {
+ ex.append(" writing line <" + Op::str(lineNumber) + ">");
+ throw;
+ }
+ }
+ }
+
+ void FldExporter::write(Engine* engine, std::ostream& writer,
+ const std::vector<scalar>& inputValues) const {
+ write(engine, writer, inputValues, engine->inputVariables());
+ }
+
+ void FldExporter::write(Engine* engine, std::ostream& writer,
+ const std::vector<scalar>& inputValues,
+ const std::vector<InputVariable*>& activeVariables) const {
+ if (inputValues.empty()) {
+ writer << "\n";
+ return;
+ }
+ if (inputValues.size() < engine->numberOfInputVariables()) {
+ std::ostringstream ex;
+ ex << "[export error] engine has <" << engine->numberOfInputVariables() << "> "
+ "input variables, but input data provides <" << inputValues.size() << "> values";
+ throw Exception(ex.str(), FL_AT);
+ }
+ if (activeVariables.size() != engine->inputVariables().size()) {
+ std::ostringstream ex;
+ ex << "[exporter error] number of active variables <" << activeVariables.size() << "> "
+ "must match the number of input variables in the engine <" << engine->inputVariables().size() << ">";
+ throw Exception(ex.str(), FL_AT);
+ }
+
+ std::vector<scalar> values;
+ for (std::size_t i = 0; i < engine->numberOfInputVariables(); ++i) {
+ InputVariable* inputVariable = engine->getInputVariable(i);
+ scalar inputValue;
+ if (inputVariable == activeVariables.at(i)) {
+ inputValue = inputValues.at(i);
+ } else {
+ inputValue = inputVariable->getValue();
+ }
+ inputVariable->setValue(inputValue);
+ if (_exportInputValues) values.push_back(inputValue);
+ }
+
+ engine->process();
+
+ for (std::size_t i = 0; i < engine->numberOfOutputVariables(); ++i) {
+ OutputVariable* outputVariable = engine->getOutputVariable(i);
+ if (_exportOutputValues)
+ values.push_back(outputVariable->getValue());
+ }
+
+ writer << Op::join(values, _separator) << "\n";
+ }
+
+ FldExporter* FldExporter::clone() const {
+ return new FldExporter(*this);
+ }
+
+}
diff --git a/fuzzylite/src/imex/FllExporter.cpp b/fuzzylite/src/imex/FllExporter.cpp
new file mode 100644
index 0000000..6a86152
--- /dev/null
+++ b/fuzzylite/src/imex/FllExporter.cpp
@@ -0,0 +1,210 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#include "fl/imex/FllExporter.h"
+
+#include "fl/Headers.h"
+
+namespace fl {
+
+ FllExporter::FllExporter(const std::string& indent, const std::string& separator)
+ : Exporter(), _indent(indent), _separator(separator) { }
+
+ FllExporter::~FllExporter() { }
+
+ std::string FllExporter::name() const {
+ return "FllExporter";
+ }
+
+ void FllExporter::setIndent(const std::string& indent) {
+ this->_indent = indent;
+ }
+
+ std::string FllExporter::getIndent() const {
+ return this->_indent;
+ }
+
+ void FllExporter::setSeparator(const std::string& separator) {
+ this->_separator = separator;
+ }
+
+ std::string FllExporter::getSeparator() const {
+ return this->_separator;
+ }
+
+ std::string FllExporter::toString(const Engine* engine) const {
+ std::vector<std::string> result;
+ result.push_back("Engine: " + engine->getName());
+ if (not engine->getDescription().empty())
+ result.push_back("description: " + engine->getDescription());
+ for (std::size_t i = 0 ; i < engine->numberOfInputVariables(); ++i){
+ result.push_back(toString(engine->getInputVariable(i)));
+ }
+ for (std::size_t i = 0 ; i < engine->numberOfOutputVariables(); ++i){
+ result.push_back(toString(engine->getOutputVariable(i)));
+ }
+ for (std::size_t i = 0 ; i < engine->numberOfRuleBlocks(); ++i){
+ result.push_back(toString(engine->getRuleBlock(i)));
+ }
+ return Op::join(result, _separator);
+ }
+
+ std::string FllExporter::toString(const std::vector<Variable*>& variables) const {
+ std::vector<std::string> result;
+ for (std::size_t i = 0; i < variables.size(); ++i) {
+ result.push_back(toString(variables.at(i)));
+ }
+ return Op::join(result, _separator);
+ }
+
+ std::string FllExporter::toString(const std::vector<InputVariable*>& variables) const {
+ std::vector<std::string> result;
+ for (std::size_t i = 0; i < variables.size(); ++i) {
+ result.push_back(toString(variables.at(i)));
+ }
+ return Op::join(result, _separator);
+ }
+
+ std::string FllExporter::toString(const std::vector<OutputVariable*>& variables) const {
+ std::vector<std::string> result;
+ for (std::size_t i = 0; i < variables.size(); ++i) {
+ result.push_back(toString(variables.at(i)));
+ }
+ return Op::join(result, _separator);
+ }
+
+ std::string FllExporter::toString(const std::vector<RuleBlock*>& ruleBlocks) const {
+ std::vector<std::string> result;
+ for (std::size_t i = 0; i < ruleBlocks.size(); ++i) {
+ result.push_back(toString(ruleBlocks.at(i)));
+ }
+ return Op::join(result, _separator);
+ }
+
+ std::string FllExporter::toString(const Variable* variable) const {
+ std::vector<std::string> result;
+ result.push_back("Variable: " + Op::validName(variable->getName()));
+ if (not variable->getDescription().empty()) {
+ result.push_back(_indent + "description: " + variable->getDescription());
+ }
+ result.push_back(_indent + "enabled: " + (variable->isEnabled() ? "true" : "false"));
+ result.push_back(_indent + "range: " + Op::join(2, " ",
+ variable->getMinimum(), variable->getMaximum()));
+ result.push_back(_indent + "lock-range: " +
+ (variable->isLockValueInRange() ? "true" : "false"));
+ for (std::size_t i = 0; i < variable->numberOfTerms(); ++i) {
+ result.push_back(_indent + toString(variable->getTerm(i)));
+ }
+ return Op::join(result, _separator);
+ }
+
+ std::string FllExporter::toString(const InputVariable* inputVariable) const {
+ std::vector<std::string> result;
+ result.push_back("InputVariable: " + Op::validName(inputVariable->getName()));
+ if (not inputVariable->getDescription().empty()) {
+ result.push_back(_indent + "description: " + inputVariable->getDescription());
+ }
+ result.push_back(_indent + "enabled: " + (inputVariable->isEnabled() ? "true" : "false"));
+ result.push_back(_indent + "range: " + Op::join(2, " ",
+ inputVariable->getMinimum(), inputVariable->getMaximum()));
+ result.push_back(_indent + "lock-range: " +
+ (inputVariable->isLockValueInRange() ? "true" : "false"));
+ for (std::size_t i = 0; i < inputVariable->numberOfTerms(); ++i) {
+ result.push_back(_indent + toString(inputVariable->getTerm(i)));
+ }
+ return Op::join(result, _separator);
+ }
+
+ std::string FllExporter::toString(const OutputVariable* outputVariable) const {
+ std::vector<std::string> result;
+ result.push_back("OutputVariable: " + Op::validName(outputVariable->getName()));
+ if (not outputVariable->getDescription().empty()) {
+ result.push_back(_indent + "description: " + outputVariable->getDescription());
+ }
+ result.push_back(_indent + "enabled: " + (outputVariable->isEnabled() ? "true" : "false"));
+ result.push_back(_indent + "range: " + Op::join(2, " ",
+ outputVariable->getMinimum(), outputVariable->getMaximum()));
+ result.push_back(_indent + "lock-range: " +
+ (outputVariable->isLockValueInRange() ? "true" : "false"));
+ result.push_back(_indent + "aggregation: " +
+ toString(outputVariable->fuzzyOutput()->getAggregation()));
+ result.push_back(_indent + "defuzzifier: " +
+ toString(outputVariable->getDefuzzifier()));
+ result.push_back(_indent + "default: " + Op::str(outputVariable->getDefaultValue()));
+ result.push_back(_indent + "lock-previous: " +
+ (outputVariable->isLockPreviousValue() ? "true" : "false"));
+ for (std::size_t i = 0; i < outputVariable->numberOfTerms(); ++i) {
+ result.push_back(_indent + toString(outputVariable->getTerm(i)));
+ }
+ return Op::join(result, _separator);
+ }
+
+ std::string FllExporter::toString(const RuleBlock* ruleBlock) const {
+ std::vector<std::string> result;
+ result.push_back("RuleBlock: " + ruleBlock->getName());
+ if (not ruleBlock->getDescription().empty()) {
+ result.push_back(_indent + "description: " + ruleBlock->getDescription());
+ }
+ result.push_back(_indent + "enabled: " +
+ (ruleBlock->isEnabled() ? "true" : "false"));
+ result.push_back(_indent + "conjunction: " + toString(ruleBlock->getConjunction()));
+ result.push_back(_indent + "disjunction: " + toString(ruleBlock->getDisjunction()));
+ result.push_back(_indent + "implication: " + toString(ruleBlock->getImplication()));
+ result.push_back(_indent + "activation: " + toString(ruleBlock->getActivation()));
+ for (std::size_t i = 0; i < ruleBlock->numberOfRules(); ++i) {
+ result.push_back(_indent + toString(ruleBlock->getRule(i)));
+ }
+ return Op::join(result, _separator);
+ }
+
+ std::string FllExporter::toString(const Rule* rule) const {
+ return "rule: " + rule->getText();
+ }
+
+ std::string FllExporter::toString(const Term* term) const {
+ return "term: " + Op::validName(term->getName()) + " " + term->className()
+ + " " + term->parameters();
+ }
+
+ std::string FllExporter::toString(const Norm* norm) const {
+ if (norm) return norm->className();
+ return "none";
+ }
+
+ std::string FllExporter::toString(const Activation* activation) const {
+ if (not activation) return "none";
+ if (activation->parameters().empty()) return activation->className();
+ return activation->className() + " " + activation->parameters();
+ }
+
+ std::string FllExporter::toString(const Defuzzifier* defuzzifier) const {
+ if (not defuzzifier) return "none";
+ if (const IntegralDefuzzifier * integralDefuzzifier =
+ dynamic_cast<const IntegralDefuzzifier*> (defuzzifier)) {
+ return defuzzifier->className() + " " + Op::str(integralDefuzzifier->getResolution());
+
+ } else if (const WeightedDefuzzifier * weightedDefuzzifier =
+ dynamic_cast<const WeightedDefuzzifier*> (defuzzifier)) {
+ return weightedDefuzzifier->className() + " " + weightedDefuzzifier->getTypeName();
+ }
+ return defuzzifier->className();
+ }
+
+ FllExporter* FllExporter::clone() const {
+ return new FllExporter(*this);
+ }
+
+}
diff --git a/fuzzylite/src/imex/FllImporter.cpp b/fuzzylite/src/imex/FllImporter.cpp
new file mode 100644
index 0000000..ac9d1fc
--- /dev/null
+++ b/fuzzylite/src/imex/FllImporter.cpp
@@ -0,0 +1,316 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#include "fl/imex/FllImporter.h"
+
+#include "fl/Headers.h"
+
+#include <queue>
+
+namespace fl {
+
+ FllImporter::FllImporter(const std::string& separator) : Importer(),
+ _separator(separator) { }
+
+ FllImporter::~FllImporter() { }
+
+ std::string FllImporter::name() const {
+ return "FllImporter";
+ }
+
+ void FllImporter::setSeparator(const std::string& separator) {
+ this->_separator = separator;
+ }
+
+ std::string FllImporter::getSeparator() const {
+ return this->_separator;
+ }
+
+ Engine* FllImporter::fromString(const std::string& code) const {
+ FL_unique_ptr<Engine> engine(new Engine);
+
+ const std::string fll = Op::join(Op::split(code, _separator), "\n");
+ std::string tag;
+ std::vector<std::string> block;
+ std::istringstream fllReader(fll);
+ std::string line;
+
+ while (std::getline(fllReader, line)) {
+ line = Op::trim(Op::split(line, "#", false).front()); //remove comments
+ if (line.empty()) continue;
+ std::size_t colon = line.find_first_of(':');
+ if (colon == std::string::npos) {
+ throw Exception("[import error] expected a colon here: " + line, FL_AT);
+ }
+ std::string key = Op::trim(line.substr(0, colon));
+ std::string value = Op::trim(line.substr(colon + 1));
+ if ("Engine" == key) {
+ engine->setName(value);
+ continue;
+ } else if (key == "description" and block.empty()){
+ engine->setDescription(value);
+ continue;
+ } else if (key == "InputVariable"
+ or key == "OutputVariable"
+ or key == "RuleBlock") {
+ process(tag, Op::join(block, "\n"), engine.get());
+ block.clear(); //clear error flags
+ tag = key;
+ } else if (tag.empty()) {
+ throw Exception("[import error] unexpected block: " + line, FL_AT);
+ }
+ block.push_back(key + ":" + value);
+ }
+ process(tag, Op::join(block, "\n"), engine.get());
+ return engine.release();
+ }
+
+ void FllImporter::process(const std::string& tag, const std::string& block, Engine* engine) const {
+ if (tag.empty()) return;
+ // FL_LOG("Processing " << tag << "\n" << block);
+ if ("InputVariable" == tag) {
+ processInputVariable(block, engine);
+ } else if ("OutputVariable" == tag) {
+ processOutputVariable(block, engine);
+ } else if ("RuleBlock" == tag) {
+ processRuleBlock(block, engine);
+ } else {
+ throw Exception("[import error] block tag <" + tag + "> not recognized", FL_AT);
+ }
+ }
+
+ void FllImporter::processInputVariable(const std::string& block, Engine* engine) const {
+ std::istringstream reader(block);
+ std::string line;
+ FL_unique_ptr<InputVariable> inputVariable(new InputVariable);
+ while (std::getline(reader, line)) {
+ std::pair<std::string, std::string> keyValue = parseKeyValue(line, ':');
+ if ("InputVariable" == keyValue.first) {
+ inputVariable->setName(Op::validName(keyValue.second));
+ } else if ("description" == keyValue.first) {
+ inputVariable->setDescription(keyValue.second);
+ } else if ("enabled" == keyValue.first) {
+ inputVariable->setEnabled(parseBoolean(keyValue.second));
+ } else if ("range" == keyValue.first) {
+ std::pair<scalar, scalar> range = parseRange(keyValue.second);
+ inputVariable->setRange(range.first, range.second);
+ } else if ("lock-range" == keyValue.first) {
+ inputVariable->setLockValueInRange(parseBoolean(keyValue.second));
+ } else if ("term" == keyValue.first) {
+ inputVariable->addTerm(parseTerm(keyValue.second, engine));
+ } else {
+ throw Exception("[import error] key <" + keyValue.first + "> not "
+ "recognized in pair <" + keyValue.first + ":" + keyValue.second + ">", FL_AT);
+ }
+ }
+ engine->addInputVariable(inputVariable.release());
+ }
+
+ void FllImporter::processOutputVariable(const std::string& block, Engine* engine) const {
+ std::istringstream reader(block);
+ std::string line;
+ FL_unique_ptr<OutputVariable> outputVariable(new OutputVariable);
+ while (std::getline(reader, line)) {
+ std::pair<std::string, std::string> keyValue = parseKeyValue(line, ':');
+ if ("OutputVariable" == keyValue.first) {
+ outputVariable->setName(Op::validName(keyValue.second));
+ } else if ("description" == keyValue.first) {
+ outputVariable->setDescription(keyValue.second);
+ } else if ("enabled" == keyValue.first) {
+ outputVariable->setEnabled(parseBoolean(keyValue.second));
+ } else if ("range" == keyValue.first) {
+ std::pair<scalar, scalar> range = parseRange(keyValue.second);
+ outputVariable->setRange(range.first, range.second);
+ } else if ("default" == keyValue.first) {
+ outputVariable->setDefaultValue(Op::toScalar(keyValue.second));
+ } else if ("lock-previous" == keyValue.first or "lock-valid" == keyValue.first) {
+ outputVariable->setLockPreviousValue(parseBoolean(keyValue.second));
+ } else if ("lock-range" == keyValue.first) {
+ outputVariable->setLockValueInRange(parseBoolean(keyValue.second));
+ } else if ("defuzzifier" == keyValue.first) {
+ outputVariable->setDefuzzifier(parseDefuzzifier(keyValue.second));
+ } else if ("aggregation" == keyValue.first) {
+ outputVariable->fuzzyOutput()->setAggregation(parseSNorm(keyValue.second));
+ } else if ("accumulation" == keyValue.first) {
+ outputVariable->fuzzyOutput()->setAggregation(parseSNorm(keyValue.second));
+ FL_LOG("[warning] obsolete usage of identifier <accumulation: SNorm> in OutputVariable");
+ FL_LOG("[information] from version 6.0, the identifier <aggregation: SNorm> should be used");
+ FL_LOG("[backward compatibility] assumed "
+ "<aggregation: " << keyValue.second << "> "
+ "instead of <accumulation: " << keyValue.second << ">");
+ } else if ("term" == keyValue.first) {
+ outputVariable->addTerm(parseTerm(keyValue.second, engine));
+ } else {
+ throw Exception("[import error] key <" + keyValue.first + "> not "
+ "recognized in pair <" + keyValue.first + ":" + keyValue.second + ">", FL_AT);
+ }
+ }
+ engine->addOutputVariable(outputVariable.release());
+ }
+
+ void FllImporter::processRuleBlock(const std::string& block, Engine* engine) const {
+ std::istringstream reader(block);
+ std::string line;
+ FL_unique_ptr<RuleBlock> ruleBlock(new RuleBlock);
+ while (std::getline(reader, line)) {
+ std::pair<std::string, std::string> keyValue = parseKeyValue(line, ':');
+ if ("RuleBlock" == keyValue.first) {
+ ruleBlock->setName(keyValue.second);
+ } else if ("description" == keyValue.first) {
+ ruleBlock->setDescription(keyValue.second);
+ } else if ("enabled" == keyValue.first) {
+ ruleBlock->setEnabled(parseBoolean(keyValue.second));
+ } else if ("conjunction" == keyValue.first) {
+ ruleBlock->setConjunction(parseTNorm(keyValue.second));
+ } else if ("disjunction" == keyValue.first) {
+ ruleBlock->setDisjunction(parseSNorm(keyValue.second));
+ } else if ("implication" == keyValue.first) {
+ ruleBlock->setImplication(parseTNorm(keyValue.second));
+ } else if ("activation" == keyValue.first) {
+ TNormFactory* tnorm = FactoryManager::instance()->tnorm();
+ //@todo remove backwards compatibility in version 7.0
+ if (tnorm->hasConstructor(keyValue.second)) {
+ ruleBlock->setImplication(parseTNorm(keyValue.second));
+ FL_LOG("[warning] obsolete usage of identifier <activation: TNorm> "
+ "in RuleBlock");
+ FL_LOG("[information] from version 6.0, the identifiers are "
+ "<activation: Activation> for Activation methods "
+ "and <implication: TNorm> for T-Norms");
+ FL_LOG("[backward compatibility] assumed "
+ "<implication: " << keyValue.second << "> "
+ "instead of <activation: " << keyValue.second << ">");
+ } else {
+ ruleBlock->setActivation(parseActivation(keyValue.second));
+ }
+ } else if ("rule" == keyValue.first) {
+ Rule* rule = new Rule;
+ rule->setText(keyValue.second);
+ try {
+ rule->load(engine);
+ } catch (std::exception& ex) {
+ FL_LOG(ex.what());
+ }
+ ruleBlock->addRule(rule);
+ } else {
+ throw Exception("[import error] key <" + keyValue.first + "> not "
+ "recognized in pair <" + keyValue.first + ":" + keyValue.second + ">", FL_AT);
+ }
+ }
+ if (not ruleBlock->getActivation()){
+ ruleBlock->setActivation(new General);
+ }
+ engine->addRuleBlock(ruleBlock.release());
+ }
+
+ Term* FllImporter::parseTerm(const std::string& text, Engine* engine) const {
+ std::vector<std::string> tokens = Op::split(text, " ");
+
+ //MEDIUM Triangle 0.500 1.000 1.500
+
+ if (tokens.size() < 2) {
+ throw Exception("[syntax error] expected a term in format <name class parameters>, "
+ "but found <" + text + ">", FL_AT);
+ }
+ FL_unique_ptr<Term> term;
+ term.reset(FactoryManager::instance()->term()->constructObject(tokens.at(1)));
+ term->updateReference(engine);
+ term->setName(Op::validName(tokens.at(0)));
+ std::ostringstream parameters;
+ for (std::size_t i = 2; i < tokens.size(); ++i) {
+ parameters << tokens.at(i);
+ if (i + 1 < tokens.size()) parameters << " ";
+ }
+ term->configure(parameters.str());
+ return term.release();
+ }
+
+ TNorm* FllImporter::parseTNorm(const std::string& name) const {
+ if (name == "none") return FactoryManager::instance()->tnorm()->constructObject("");
+ return FactoryManager::instance()->tnorm()->constructObject(name);
+ }
+
+ SNorm* FllImporter::parseSNorm(const std::string& name) const {
+ if (name == "none") return FactoryManager::instance()->snorm()->constructObject("");
+ return FactoryManager::instance()->snorm()->constructObject(name);
+ }
+
+ Activation* FllImporter::parseActivation(const std::string& name) const {
+ if (name == "none") return FactoryManager::instance()->activation()->constructObject("");
+ std::vector<std::string> tokens = Op::split(name, " ");
+ Activation* result = FactoryManager::instance()->activation()->constructObject(tokens.front());
+
+ std::ostringstream parameters;
+ for (std::size_t i = 1; i < tokens.size(); ++i) {
+ parameters << tokens.at(i);
+ if (i + 1 < tokens.size()) parameters << " ";
+ }
+ result->configure(parameters.str());
+ return result;
+ }
+
+ Defuzzifier* FllImporter::parseDefuzzifier(const std::string& text) const {
+ std::vector<std::string> parameters = Op::split(text, " ");
+ std::string name = parameters.at(0);
+ if (name == "none") return FactoryManager::instance()->defuzzifier()->constructObject("");
+ Defuzzifier* defuzzifier = FactoryManager::instance()->defuzzifier()->constructObject(name);
+ if (parameters.size() > 1) {
+ std::string parameter(parameters.at(1));
+ if (IntegralDefuzzifier * integralDefuzzifier = dynamic_cast<IntegralDefuzzifier*> (defuzzifier)) {
+ integralDefuzzifier->setResolution((int) Op::toScalar(parameter));
+ } else if (WeightedDefuzzifier * weightedDefuzzifier = dynamic_cast<WeightedDefuzzifier*> (defuzzifier)) {
+ WeightedDefuzzifier::Type type = WeightedDefuzzifier::Automatic;
+ if (parameter == "Automatic") type = WeightedDefuzzifier::Automatic;
+ else if (parameter == "TakagiSugeno") type = WeightedDefuzzifier::TakagiSugeno;
+ else if (parameter == "Tsukamoto") type = WeightedDefuzzifier::Tsukamoto;
+ else throw Exception("[syntax error] unknown parameter of WeightedDefuzzifier <" + parameter + ">", FL_AT);
+ weightedDefuzzifier->setType(type);
+ }
+ }
+ return defuzzifier;
+ }
+
+ std::pair<scalar, scalar> FllImporter::parseRange(const std::string& text) const {
+ std::pair<std::string, std::string> range = parseKeyValue(text, ' ');
+ return std::pair<scalar, scalar>(Op::toScalar(range.first), Op::toScalar(range.second));
+ }
+
+ bool FllImporter::parseBoolean(const std::string& boolean) const {
+ if ("true" == boolean) return true;
+ if ("false" == boolean) return false;
+ throw Exception("[syntax error] expected boolean <true|false>, "
+ "but found <" + boolean + ">", FL_AT);
+ }
+
+ std::pair<std::string, std::string> FllImporter::parseKeyValue(const std::string& text,
+ char separator) const {
+ std::size_t half = text.find_first_of(separator);
+ if (half == std::string::npos) {
+ std::ostringstream ex;
+ ex << "[syntax error] expected pair in the form "
+ "<key" << separator << "value>, but found <" << text << ">";
+ throw Exception(ex.str(), FL_AT);
+ }
+ std::pair<std::string, std::string> result;
+ result.first = text.substr(0, half);
+ result.second = text.substr(half + 1);
+ return result;
+ }
+
+ FllImporter* FllImporter::clone() const {
+ return new FllImporter(*this);
+ }
+
+}
diff --git a/fuzzylite/src/imex/Importer.cpp b/fuzzylite/src/imex/Importer.cpp
new file mode 100644
index 0000000..c0be7f5
--- /dev/null
+++ b/fuzzylite/src/imex/Importer.cpp
@@ -0,0 +1,42 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#include "fl/imex/Importer.h"
+#include "fl/Exception.h"
+
+#include <fstream>
+
+namespace fl {
+
+ Importer::Importer() { }
+
+ Importer::~Importer() { }
+
+ Engine* Importer::fromFile(const std::string& path) const {
+ std::ifstream reader(path.c_str());
+ if (not reader.is_open()) {
+ throw Exception("[file error] file <" + path + "> could not be opened", FL_AT);
+ }
+ std::ostringstream textEngine;
+ std::string line;
+ while (std::getline(reader, line)) {
+ textEngine << line << std::endl;
+ }
+ reader.close();
+ return fromString(textEngine.str());
+ }
+
+}
diff --git a/fuzzylite/src/imex/JavaExporter.cpp b/fuzzylite/src/imex/JavaExporter.cpp
new file mode 100644
index 0000000..6981dae
--- /dev/null
+++ b/fuzzylite/src/imex/JavaExporter.cpp
@@ -0,0 +1,251 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#include "fl/imex/JavaExporter.h"
+
+#include "fl/Headers.h"
+
+namespace fl {
+
+ JavaExporter::JavaExporter(bool usingVariableNames) : Exporter(),
+ _usingVariableNames(usingVariableNames) { }
+
+ JavaExporter::~JavaExporter() { }
+
+ std::string JavaExporter::name() const {
+ return "JavaExporter";
+ }
+
+ void JavaExporter::setUsingVariableNames(bool usingVariableNames) {
+ this->_usingVariableNames = usingVariableNames;
+ }
+
+ bool JavaExporter::isUsingVariableNames() const {
+ return this->_usingVariableNames;
+ }
+
+ std::string JavaExporter::toString(const Engine* engine) const {
+ std::ostringstream ss;
+ ss << "//Code automatically generated with " << fuzzylite::library() << ".\n\n";
+ ss << "Engine engine = new Engine();\n";
+ ss << "engine.setName(\"" << engine->getName() << "\");\n";
+ ss << "engine.setDescription(\"" << engine->getDescription() << "\");\n";
+ ss << "\n";
+
+ for (std::size_t i = 0; i < engine->numberOfInputVariables(); ++i) {
+ ss << toString(engine->getInputVariable(i), engine) << "\n";
+ }
+
+ for (std::size_t i = 0; i < engine->numberOfOutputVariables(); ++i) {
+ ss << toString(engine->getOutputVariable(i), engine) << "\n";
+ }
+
+ for (std::size_t i = 0; i < engine->numberOfRuleBlocks(); ++i) {
+ ss << toString(engine->getRuleBlock(i), engine) << "\n";
+ }
+
+ return ss.str();
+ }
+
+ std::string JavaExporter::toString(const InputVariable* inputVariable, const Engine* engine) const {
+ std::ostringstream ss;
+ std::string name;
+ if (isUsingVariableNames()) {
+ name = Op::validName(inputVariable->getName());
+ } else {
+ name = "inputVariable";
+ if (engine->numberOfInputVariables() > 1) {
+ std::size_t index = std::distance(engine->inputVariables().begin(),
+ std::find(engine->inputVariables().begin(),
+ engine->inputVariables().end(), inputVariable));
+ name += Op::str(index + 1);
+ }
+ }
+ ss << "InputVariable " << name << " = new InputVariable();\n";
+ ss << name << ".setName(\"" << inputVariable->getName() << "\");\n";
+ ss << name << ".setDescription(\"" << inputVariable->getDescription() << "\");\n";
+ ss << name << ".setEnabled(" << (inputVariable->isEnabled() ? "true" : "false") << ");\n";
+ ss << name << ".setRange("
+ << toString(inputVariable->getMinimum()) << ", "
+ << toString(inputVariable->getMaximum()) << ");\n";
+ ss << name << ".setLockValueInRange("
+ << (inputVariable->isLockValueInRange() ? "true" : "false") << ");\n";
+ for (std::size_t i = 0; i < inputVariable->numberOfTerms(); ++i) {
+ ss << name << ".addTerm(" <<
+ toString(inputVariable->getTerm(i)) << ");\n";
+ }
+ ss << "engine.addInputVariable(" << name << ");\n";
+ return ss.str();
+ }
+
+ std::string JavaExporter::toString(const OutputVariable* outputVariable, const Engine* engine) const {
+ std::ostringstream ss;
+ std::string name;
+ if (isUsingVariableNames()) {
+ name = Op::validName(outputVariable->getName());
+ } else {
+ name = "outputVariable";
+ if (engine->numberOfOutputVariables() > 1) {
+ std::size_t index = std::distance(engine->outputVariables().begin(),
+ std::find(engine->outputVariables().begin(),
+ engine->outputVariables().end(), outputVariable));
+ name += Op::str(index + 1);
+ }
+ }
+ ss << "OutputVariable " << name << " = new OutputVariable();\n";
+ ss << name << ".setName(\"" << outputVariable->getName() << "\");\n";
+ ss << name << ".setDescription(\"" << outputVariable->getDescription() << "\");\n";
+ ss << name << ".setEnabled(" << (outputVariable->isEnabled() ? "true" : "false") << ");\n";
+ ss << name << ".setRange("
+ << toString(outputVariable->getMinimum()) << ", "
+ << toString(outputVariable->getMaximum()) << ");\n";
+ ss << name << ".setLockValueInRange(" <<
+ (outputVariable->isLockValueInRange() ? "true" : "false") << ");\n";
+ ss << name << ".setAggregation(" <<
+ toString(outputVariable->fuzzyOutput()->getAggregation()) << ");\n";
+ ss << name << ".setDefuzzifier(" <<
+ toString(outputVariable->getDefuzzifier()) << ");\n";
+ ss << name << ".setDefaultValue(" <<
+ toString(outputVariable->getDefaultValue()) << ");\n";
+ ss << name << ".setLockPreviousValue(" <<
+ (outputVariable->isLockPreviousValue() ? "true" : "false") << ");\n";
+ for (std::size_t i = 0; i < outputVariable->numberOfTerms(); ++i) {
+ ss << name << ".addTerm(" <<
+ toString(outputVariable->getTerm(i)) << ");\n";
+ }
+ ss << "engine.addOutputVariable(" << name << ");\n";
+ return ss.str();
+ }
+
+ std::string JavaExporter::toString(const RuleBlock* ruleBlock, const Engine* engine) const {
+ std::ostringstream ss;
+ std::string name;
+
+ if (isUsingVariableNames() and not ruleBlock->getName().empty()) {
+ name = Op::validName(ruleBlock->getName());
+ } else {
+ name = "ruleBlock";
+ if (engine->numberOfRuleBlocks() > 1) {
+ std::size_t index = std::distance(engine->ruleBlocks().begin(),
+ std::find(engine->ruleBlocks().begin(),
+ engine->ruleBlocks().end(), ruleBlock));
+ name += Op::str(index + 1);
+ }
+ }
+
+ ss << "RuleBlock " << name << " = new RuleBlock();\n";
+ ss << name << ".setName(\"" << ruleBlock->getName() << "\");\n";
+ ss << name << ".setDescription(\"" << ruleBlock->getDescription() << "\");\n";
+ ss << name << ".setEnabled(" << (ruleBlock->isEnabled() ? "true" : "false") << ");\n";
+ ss << name << ".setConjunction("
+ << toString(ruleBlock->getConjunction()) << ");\n";
+ ss << name << ".setDisjunction("
+ << toString(ruleBlock->getDisjunction()) << ");\n";
+ ss << name << ".setImplication("
+ << toString(ruleBlock->getImplication()) << ");\n";
+ ss << name << ".setActivation("
+ << toString(ruleBlock->getActivation()) << ");\n";
+ for (std::size_t i = 0; i < ruleBlock->numberOfRules(); ++i) {
+ Rule* rule = ruleBlock->getRule(i);
+ ss << name << ".addRule(Rule.parse(\"" << rule->getText() << "\", engine));\n";
+ }
+ ss << "engine.addRuleBlock(" << name << ");\n";
+ return ss.str();
+ }
+
+ std::string JavaExporter::toString(const Term* term) const {
+ if (not term) {
+ return "null";
+ }
+
+ if (const Discrete * discrete = dynamic_cast<const Discrete*> (term)) {
+ std::ostringstream ss;
+ std::vector<scalar> xy;
+ ss << term->className() << ".create(\"" << term->getName() << "\", "
+ << Op::join(Discrete::toVector(discrete->xy()), ", ") << ")";
+ return ss.str();
+ }
+
+ if (const Function * function = dynamic_cast<const Function*> (term)) {
+ std::ostringstream ss;
+ ss << term->className() << ".create(\"" << term->getName() << "\", "
+ << "\"" << function->getFormula() << "\", engine)";
+ return ss.str();
+ }
+
+ if (const Linear * linear = dynamic_cast<const Linear*> (term)) {
+ std::ostringstream ss;
+ ss << term->className() << ".create(\"" << term->getName() << "\", "
+ << "engine, " << Op::join(linear->coefficients(), ", ") << ")";
+ return ss.str();
+ }
+
+ std::ostringstream ss;
+ ss << "new " << term->className() << "(\"" << term->getName() << "\", "
+ << Op::findReplace(term->parameters(), " ", ", ") << ")";
+ return ss.str();
+ }
+
+ std::string JavaExporter::toString(const Defuzzifier* defuzzifier) const {
+ if (not defuzzifier) return "null";
+
+ if (const IntegralDefuzzifier * integralDefuzzifier =
+ dynamic_cast<const IntegralDefuzzifier*> (defuzzifier)) {
+ return "new " + integralDefuzzifier->className() + "("
+ + Op::str(integralDefuzzifier->getResolution()) + ")";
+ }
+ if (const WeightedDefuzzifier * weightedDefuzzifier =
+ dynamic_cast<const WeightedDefuzzifier*> (defuzzifier)) {
+ return "new " + weightedDefuzzifier->className() +
+ "(\"" + weightedDefuzzifier->getTypeName() + "\")";
+ }
+ return "new " + defuzzifier->className() + "()";
+ }
+
+ std::string JavaExporter::toString(const Norm* norm) const {
+ if (not norm) return "null";
+ return "new " + norm->className() + "()";
+ }
+
+ std::string JavaExporter::toString(const Activation* activation) const {
+ if (not activation) return "null";
+ std::string parameters = Op::trim(activation->parameters());
+ if (parameters.empty()) return "new " + activation->className() + "()";
+
+ std::vector<std::string> values = Op::split(parameters, " ");
+ for (std::size_t i = 0; i < values.size(); ++i) {
+ std::string parameter = values.at(i);
+ values.at(i) = (Op::isNumeric(parameter) ? parameter : ("\"" + parameter + "\""));
+ }
+ return "new " + activation->className() + "(" + Op::join(values, ", ") + ")";
+ }
+
+ std::string JavaExporter::toString(scalar value) const {
+ if (Op::isNaN(value)) {
+ return "Double.NaN";
+ } else if (Op::isInf(value)) {
+ return (value > 0
+ ? "Double.POSITIVE_INFINITY"
+ : "Double.NEGATIVE_INFINITY");
+ }
+ return Op::str(value);
+ }
+
+ JavaExporter* JavaExporter::clone() const {
+ return new JavaExporter(*this);
+ }
+
+}
diff --git a/fuzzylite/src/imex/RScriptExporter.cpp b/fuzzylite/src/imex/RScriptExporter.cpp
new file mode 100644
index 0000000..5fe53c7
--- /dev/null
+++ b/fuzzylite/src/imex/RScriptExporter.cpp
@@ -0,0 +1,234 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#include "fl/imex/RScriptExporter.h"
+
+#include "fl/Engine.h"
+#include "fl/imex/FllExporter.h"
+#include "fl/variable/InputVariable.h"
+#include "fl/variable/OutputVariable.h"
+
+#include <fstream>
+namespace fl {
+
+ RScriptExporter::RScriptExporter() : Exporter(),
+ _minimumColor("yellow"), _maximumColor("red"), _contourColor("black") { }
+
+ RScriptExporter::~RScriptExporter() { }
+
+ std::string RScriptExporter::name() const {
+ return "RScriptExporter";
+ }
+
+ void RScriptExporter::setMinimumColor(const std::string& minimumColor) {
+ this->_minimumColor = minimumColor;
+ }
+
+ std::string RScriptExporter::getMinimumColor() const {
+ return this->_minimumColor;
+ }
+
+ void RScriptExporter::setMaximumColor(const std::string& maximumColor) {
+ this->_maximumColor = maximumColor;
+ }
+
+ std::string RScriptExporter::getMaximumColor() const {
+ return _maximumColor;
+ }
+
+ void RScriptExporter::setContourColor(const std::string& contourColor) {
+ this->_contourColor = contourColor;
+ }
+
+ std::string RScriptExporter::getContourColor() const {
+ return this->_contourColor;
+ }
+
+ RScriptExporter* RScriptExporter::clone() const {
+ return new RScriptExporter(*this);
+ }
+
+ std::string RScriptExporter::toString(const Engine* engine) const {
+ if (engine->inputVariables().empty()) {
+ throw Exception("[exporter error] engine has no input variables to export the surface", FL_AT);
+ }
+ if (engine->outputVariables().empty()) {
+ throw Exception("[exporter error] engine has no output variables to export the surface", FL_AT);
+ }
+ InputVariable* a = engine->inputVariables().at(0);
+ InputVariable* b = engine->inputVariables().at(1 % engine->numberOfInputVariables());
+ return toString(const_cast<Engine*> (engine), a, b,
+ 1024, FldExporter::AllVariables, engine->outputVariables());
+ }
+
+ std::string RScriptExporter::toString(Engine* engine, InputVariable* a, InputVariable* b,
+ int values, FldExporter::ScopeOfValues scope,
+ const std::vector<OutputVariable*>& outputVariables) const {
+ std::ostringstream writer;
+ writeScriptExportingDataFrame(engine, writer, a, b, values, scope, outputVariables);
+ return writer.str();
+ }
+
+ std::string RScriptExporter::toString(Engine* engine, InputVariable* a, InputVariable* b,
+ std::istream& reader, const std::vector<OutputVariable*>& outputVariables) const {
+ std::ostringstream writer;
+ writeScriptExportingDataFrame(engine, writer, a, b, reader, outputVariables);
+ return writer.str();
+ }
+
+ void RScriptExporter::toFile(const std::string& filePath, const Engine* engine) const {
+ if (engine->inputVariables().empty()) {
+ throw Exception("[exporter error] engine has no input variables to export the surface", FL_AT);
+ }
+ if (engine->outputVariables().empty()) {
+ throw Exception("[exporter error] engine has no output variables to export the surface", FL_AT);
+ }
+ InputVariable* a = engine->inputVariables().at(0);
+ InputVariable* b = engine->inputVariables().at(1 % engine->numberOfInputVariables());
+
+ toFile(filePath, const_cast<Engine*> (engine), a, b,
+ 1024, FldExporter::AllVariables, engine->outputVariables());
+ }
+
+ void RScriptExporter::toFile(const std::string& filePath, Engine* engine,
+ InputVariable* a, InputVariable* b, int values, FldExporter::ScopeOfValues scope,
+ const std::vector<OutputVariable*>& outputVariables) const {
+ std::ofstream writer(filePath.c_str());
+ if (not writer.is_open()) {
+ throw Exception("[file error] file <" + filePath + "> could not be created", FL_AT);
+ }
+ writeScriptExportingDataFrame(engine, writer, a, b, values, scope, outputVariables);
+ writer.close();
+ }
+
+ void RScriptExporter::toFile(const std::string& filePath, Engine* engine,
+ InputVariable* a, InputVariable* b, std::istream& reader,
+ const std::vector<OutputVariable*>& outputVariables) const {
+ std::ofstream writer(filePath.c_str());
+ if (not writer.is_open()) {
+ throw Exception("[file error] file <" + filePath + "> could not be created", FL_AT);
+ }
+ writeScriptExportingDataFrame(engine, writer, a, b, reader, outputVariables);
+ writer.close();
+ }
+
+ void RScriptExporter::writeScriptImportingDataFrame(const Engine* engine, std::ostream& writer,
+ InputVariable* a, InputVariable* b, const std::string& dfPath,
+ const std::vector<OutputVariable*>& outputVariables) const {
+ writeScriptHeader(writer, engine);
+
+ writer << "engine.fldFile = \"" << dfPath << "\"\n";
+ writer << "if (require(data.table)) {\n"
+ << " engine.df = data.table::fread(engine.fldFile, sep=\"auto\", header=\"auto\")\n"
+ << "} else {\n"
+ << " engine.df = read.table(engine.fldFile, header=TRUE)\n"
+ << "}\n";
+ writer << "\n";
+
+ writeScriptPlots(writer, a, b, outputVariables);
+ }
+
+ void RScriptExporter::writeScriptExportingDataFrame(Engine* engine, std::ostream& writer,
+ InputVariable* a, InputVariable* b, int values, FldExporter::ScopeOfValues scope,
+ const std::vector<OutputVariable*>& outputVariables) const {
+ writeScriptHeader(writer, engine);
+
+ std::vector<InputVariable*> activeVariables = engine->inputVariables();
+ for (std::size_t i = 0; i < activeVariables.size(); ++i) {
+ if (activeVariables.at(i) != a and activeVariables.at(i) != b) {
+ activeVariables.at(i) = fl::null;
+ }
+ }
+ writer << "engine.fld = \"";
+ FldExporter().write(engine, writer, values, scope, activeVariables);
+ writer << "\"\n\n";
+ writer << "engine.df = read.delim(textConnection(engine.fld), header=TRUE, "
+ "sep=\" \", strip.white=TRUE)\n\n";
+
+ writeScriptPlots(writer, a, b, outputVariables);
+ }
+
+ void RScriptExporter::writeScriptExportingDataFrame(Engine* engine, std::ostream& writer,
+ InputVariable* a, InputVariable* b, std::istream& reader,
+ const std::vector<OutputVariable*>& outputVariables) const {
+ writeScriptHeader(writer, engine);
+
+ writer << "engine.fld = \"";
+ FldExporter().write(engine, writer, reader);
+ writer << "\"\n\n";
+
+ writer << "engine.df = read.delim(textConnection(engine.fld), header=TRUE, "
+ "sep=\" \", strip.white=TRUE)\n\n";
+
+ writeScriptPlots(writer, a, b, outputVariables);
+ }
+
+ void RScriptExporter::writeScriptHeader(std::ostream& writer, const Engine* engine) const {
+ writer << "#Code automatically generated with " << fuzzylite::library() << ".\n\n"
+ << "library(ggplot2);\n"
+ << "\n";
+ writer << "engine.name = \"" << engine->getName() << "\"\n";
+ if (not engine->getDescription().empty())
+ writer << "engine.description = \"" << engine->getDescription() << "\"\n";
+ writer << "engine.fll = \"" << FllExporter().toString(engine) << "\"\n\n";
+ }
+
+ void RScriptExporter::writeScriptPlots(std::ostream& writer,
+ InputVariable* a, InputVariable* b,
+ const std::vector<OutputVariable*>& outputVariables) const {
+ std::ostringstream arrangeGrob;
+ arrangeGrob << "arrangeGrob(";
+ for (std::size_t i = 0; i < outputVariables.size(); ++i) {
+ OutputVariable* z = outputVariables.at(i);
+ if (a != b) {
+ writer << "engine.plot.i1i2_o" << (i + 1) << " = ggplot(engine.df, aes(" << a->getName() << ", " << b->getName() << ")) + \n"
+ << " geom_tile(aes(fill=" << z->getName() << ")) + \n"
+ << " scale_fill_gradient(low=\"" << _minimumColor << "\", high=\"" << _maximumColor << "\") + \n"
+ << " stat_contour(aes(x=" << a->getName() << ", y=" << b->getName() << ", z=" << z->getName() << "), color=\"" << _contourColor << "\") + \n"
+ << " ggtitle(\"(" << a->getName() << ", " << b->getName() << ") = " << z->getName() << "\")\n\n";
+
+ writer << "engine.plot.i2i1_o" << (i + 1) << " = ggplot(engine.df, aes(" << b->getName() << ", " << a->getName() << ")) + \n"
+ << " geom_tile(aes(fill=" << z->getName() << ")) + \n"
+ << " scale_fill_gradient(low=\"" << _minimumColor << "\", high=\"" << _maximumColor << "\") + \n"
+ << " stat_contour(aes(x=" << b->getName() << ", y=" << a->getName() << ", z=" << z->getName() << "), color=\"" << _contourColor << "\") + \n"
+ << " ggtitle(\"(" << b->getName() << ", " << a->getName() << ") = " << z->getName() << "\")\n\n";
+ arrangeGrob << "engine.plot.i1i2_o" << (i + 1) << ", " << "engine.plot.i2i1_o" << (i + 1) << ", ";
+ } else {
+ writer << "engine.plot.i1_o" << (i + 1) << " = ggplot(engine.df, aes(" << a->getName() << ", " << z->getName() << ")) + \n"
+ << " geom_line(aes(color=" << z->getName() << "), size=3, lineend=\"round\", linejoin=\"mitre\") + \n"
+ << " scale_color_gradient(low=\"" << _minimumColor << "\", high=\"" << _maximumColor << "\") + \n"
+ << " ggtitle(\"" << a->getName() << " vs " << z->getName() << "\")\n\n";
+
+ writer << "engine.plot.o" << (i + 1) << "_i1 = ggplot(engine.df, aes(" << a->getName() << ", " << z->getName() << ")) + \n"
+ << " geom_line(aes(color=" << z->getName() << "), size=3, lineend=\"round\", linejoin=\"mitre\") + \n"
+ << " scale_color_gradient(low=\"" << _minimumColor << "\", high=\"" << _maximumColor << "\") + \n"
+ << " coord_flip() + \n"
+ << " ggtitle(\"" << z->getName() << " vs " << a->getName() << "\")\n\n";
+ arrangeGrob << "engine.plot.i1_o" << (i + 1) << ", " << "engine.plot.o" << (i + 1) << "_i1, ";
+ }
+
+ }
+ arrangeGrob << "ncol=2, top=engine.name)";
+ writer << "if (require(gridExtra)) {\n"
+ << " engine.plots = " << arrangeGrob.str() << "\n"
+ << " ggsave(paste0(engine.name, \".pdf\"), engine.plots)\n"
+ << " if (require(grid)) {\n"
+ << " grid.newpage()\n"
+ << " grid.draw(engine.plots)\n"
+ << " }\n"
+ << "}\n";
+ }
+}
diff --git a/fuzzylite/src/main.cpp b/fuzzylite/src/main.cpp
new file mode 100644
index 0000000..06ca139
--- /dev/null
+++ b/fuzzylite/src/main.cpp
@@ -0,0 +1,50 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#include "fl/Headers.h"
+
+#include <fstream>
+#include <csignal>
+
+int main(int argc, const char* argv[]) {
+ std::set_terminate(fl::Exception::terminate);
+ std::set_unexpected(fl::Exception::terminate);
+ ::signal(SIGSEGV, fl::Exception::signalHandler);
+ ::signal(SIGABRT, fl::Exception::signalHandler);
+ ::signal(SIGILL, fl::Exception::signalHandler);
+ ::signal(SIGSEGV, fl::Exception::signalHandler);
+ ::signal(SIGFPE, fl::Exception::signalHandler);
+#ifdef FL_UNIX
+ ::signal(SIGBUS, fl::Exception::signalHandler);
+ ::signal(SIGPIPE, fl::Exception::signalHandler);
+#endif
+#ifdef FL_WINDOWS
+ //SetConsoleCtrlHandler(flSignalHandler, TRUE);
+#endif
+ fl::fuzzylite::setDebugging(false);
+
+ try {
+ fl::Console::main(argc, argv);
+ } catch (std::exception& ex) {
+ std::cout << ex.what() << "\nBACKTRACE:\n" <<
+ fl::Exception::btCallStack() << std::endl;
+ return EXIT_FAILURE;
+ }
+ return EXIT_SUCCESS;
+}
+
+
+
diff --git a/fuzzylite/src/norm/s/AlgebraicSum.cpp b/fuzzylite/src/norm/s/AlgebraicSum.cpp
new file mode 100644
index 0000000..0497f23
--- /dev/null
+++ b/fuzzylite/src/norm/s/AlgebraicSum.cpp
@@ -0,0 +1,41 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#include "fl/norm/s/AlgebraicSum.h"
+
+namespace fl {
+
+ std::string AlgebraicSum::className() const {
+ return "AlgebraicSum";
+ }
+
+ Complexity AlgebraicSum::complexity() const {
+ return Complexity().arithmetic(3);
+ }
+
+ scalar AlgebraicSum::compute(scalar a, scalar b) const {
+ return a + b - (a * b);
+ }
+
+ AlgebraicSum* AlgebraicSum::clone() const {
+ return new AlgebraicSum(*this);
+ }
+
+ SNorm* AlgebraicSum::constructor() {
+ return new AlgebraicSum;
+ }
+
+}
diff --git a/fuzzylite/src/norm/s/BoundedSum.cpp b/fuzzylite/src/norm/s/BoundedSum.cpp
new file mode 100644
index 0000000..b1cb42b
--- /dev/null
+++ b/fuzzylite/src/norm/s/BoundedSum.cpp
@@ -0,0 +1,43 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#include "fl/norm/s/BoundedSum.h"
+
+#include "fl/Operation.h"
+
+namespace fl {
+
+ std::string BoundedSum::className() const {
+ return "BoundedSum";
+ }
+
+ Complexity BoundedSum::complexity() const {
+ return Complexity().arithmetic(1).function(1);
+ }
+
+ scalar BoundedSum::compute(scalar a, scalar b) const {
+ return Op::min(scalar(1.0), a + b);
+ }
+
+ BoundedSum* BoundedSum::clone() const {
+ return new BoundedSum(*this);
+ }
+
+ SNorm* BoundedSum::constructor() {
+ return new BoundedSum;
+ }
+
+}
diff --git a/fuzzylite/src/norm/s/DrasticSum.cpp b/fuzzylite/src/norm/s/DrasticSum.cpp
new file mode 100644
index 0000000..b0d9f1e
--- /dev/null
+++ b/fuzzylite/src/norm/s/DrasticSum.cpp
@@ -0,0 +1,46 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#include "fl/norm/s/DrasticSum.h"
+
+#include "fl/Operation.h"
+
+namespace fl {
+
+ std::string DrasticSum::className() const {
+ return "DrasticSum";
+ }
+
+ Complexity DrasticSum::complexity() const {
+ return Complexity().comparison(1).function(2);
+ }
+
+ scalar DrasticSum::compute(scalar a, scalar b) const {
+ if (Op::isEq(Op::min(a, b), 0.0)) {
+ return Op::max(a, b);
+ }
+ return 1.0;
+ }
+
+ DrasticSum* DrasticSum::clone() const {
+ return new DrasticSum(*this);
+ }
+
+ SNorm* DrasticSum::constructor() {
+ return new DrasticSum;
+ }
+
+}
diff --git a/fuzzylite/src/norm/s/EinsteinSum.cpp b/fuzzylite/src/norm/s/EinsteinSum.cpp
new file mode 100644
index 0000000..a638c7b
--- /dev/null
+++ b/fuzzylite/src/norm/s/EinsteinSum.cpp
@@ -0,0 +1,41 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#include "fl/norm/s/EinsteinSum.h"
+
+namespace fl {
+
+ std::string EinsteinSum::className() const {
+ return "EinsteinSum";
+ }
+
+ Complexity EinsteinSum::complexity() const {
+ return Complexity().arithmetic(4);
+ }
+
+ scalar EinsteinSum::compute(scalar a, scalar b) const {
+ return (a + b) / (1.0 + a * b);
+ }
+
+ EinsteinSum* EinsteinSum::clone() const {
+ return new EinsteinSum(*this);
+ }
+
+ SNorm* EinsteinSum::constructor() {
+ return new EinsteinSum;
+ }
+
+}
diff --git a/fuzzylite/src/norm/s/HamacherSum.cpp b/fuzzylite/src/norm/s/HamacherSum.cpp
new file mode 100644
index 0000000..41242ee
--- /dev/null
+++ b/fuzzylite/src/norm/s/HamacherSum.cpp
@@ -0,0 +1,44 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#include "fl/norm/s/HamacherSum.h"
+
+#include "fl/Operation.h"
+
+namespace fl {
+
+ std::string HamacherSum::className() const {
+ return "HamacherSum";
+ }
+
+ Complexity HamacherSum::complexity() const {
+ return Complexity().arithmetic(7);
+ }
+
+ scalar HamacherSum::compute(scalar a, scalar b) const {
+ if (Op::isEq(a * b, 1.0)) return 1.0;
+ return (a + b - 2.0 * a * b) / (1.0 - a * b);
+ }
+
+ HamacherSum* HamacherSum::clone() const {
+ return new HamacherSum(*this);
+ }
+
+ SNorm* HamacherSum::constructor() {
+ return new HamacherSum;
+ }
+
+}
diff --git a/fuzzylite/src/norm/s/Maximum.cpp b/fuzzylite/src/norm/s/Maximum.cpp
new file mode 100644
index 0000000..5277d49
--- /dev/null
+++ b/fuzzylite/src/norm/s/Maximum.cpp
@@ -0,0 +1,43 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#include "fl/norm/s/Maximum.h"
+
+#include "fl/Operation.h"
+
+namespace fl {
+
+ std::string Maximum::className() const {
+ return "Maximum";
+ }
+
+ Complexity Maximum::complexity() const {
+ return Complexity().function(1);
+ }
+
+ scalar Maximum::compute(scalar a, scalar b) const {
+ return Op::max(a, b);
+ }
+
+ Maximum* Maximum::clone() const {
+ return new Maximum(*this);
+ }
+
+ SNorm* Maximum::constructor() {
+ return new Maximum;
+ }
+
+}
diff --git a/fuzzylite/src/norm/s/NilpotentMaximum.cpp b/fuzzylite/src/norm/s/NilpotentMaximum.cpp
new file mode 100644
index 0000000..7c63999
--- /dev/null
+++ b/fuzzylite/src/norm/s/NilpotentMaximum.cpp
@@ -0,0 +1,46 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#include "fl/norm/s/NilpotentMaximum.h"
+
+#include "fl/Operation.h"
+
+namespace fl {
+
+ std::string NilpotentMaximum::className() const {
+ return "NilpotentMaximum";
+ }
+
+ Complexity NilpotentMaximum::complexity() const {
+ return Complexity().comparison(1).arithmetic(1).function(1);
+ }
+
+ scalar NilpotentMaximum::compute(scalar a, scalar b) const {
+ if (Op::isLt(a + b, 1.0)) {
+ return Op::max(a, b);
+ }
+ return 1.0;
+ }
+
+ NilpotentMaximum* NilpotentMaximum::clone() const {
+ return new NilpotentMaximum(*this);
+ }
+
+ SNorm* NilpotentMaximum::constructor() {
+ return new NilpotentMaximum;
+ }
+
+}
diff --git a/fuzzylite/src/norm/s/NormalizedSum.cpp b/fuzzylite/src/norm/s/NormalizedSum.cpp
new file mode 100644
index 0000000..c420ed1
--- /dev/null
+++ b/fuzzylite/src/norm/s/NormalizedSum.cpp
@@ -0,0 +1,43 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#include "fl/norm/s/NormalizedSum.h"
+
+#include "fl/Operation.h"
+
+namespace fl {
+
+ std::string NormalizedSum::className() const {
+ return "NormalizedSum";
+ }
+
+ Complexity NormalizedSum::complexity() const {
+ return Complexity().arithmetic(3).function(1);
+ }
+
+ scalar NormalizedSum::compute(scalar a, scalar b) const {
+ return (a + b) / Op::max(scalar(1.0), a + b);
+ }
+
+ NormalizedSum* NormalizedSum::clone() const {
+ return new NormalizedSum(*this);
+ }
+
+ SNorm* NormalizedSum::constructor() {
+ return new NormalizedSum;
+ }
+
+}
diff --git a/fuzzylite/src/norm/s/SNormFunction.cpp b/fuzzylite/src/norm/s/SNormFunction.cpp
new file mode 100644
index 0000000..f8d9e42
--- /dev/null
+++ b/fuzzylite/src/norm/s/SNormFunction.cpp
@@ -0,0 +1,65 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#include "fl/norm/s/SNormFunction.h"
+
+namespace fl {
+
+ SNormFunction::SNormFunction(const std::string& formula) : SNorm() {
+ _function.variables["a"] = fl::nan;
+ _function.variables["b"] = fl::nan;
+ if (not formula.empty()) {
+ _function.load(formula);
+ }
+ }
+
+ std::string SNormFunction::className() const {
+ return "SNormFunction";
+ }
+
+ Complexity SNormFunction::complexity() const {
+ if (_function.root())
+ return _function.complexity().function(2 * std::log(scalar(_function.variables.size())));
+ return _function.complexity();
+ }
+
+ scalar SNormFunction::compute(scalar a, scalar b) const {
+ _function.variables["a"] = a;
+ _function.variables["b"] = b;
+ return _function.evaluate();
+ }
+
+ Function& SNormFunction::function() {
+ return this->_function;
+ }
+
+ void SNormFunction::setFormula(const std::string& formula) {
+ this->_function.load(formula);
+ }
+
+ std::string SNormFunction::getFormula() const {
+ return _function.getFormula();
+ }
+
+ SNormFunction* SNormFunction::clone() const {
+ return new SNormFunction(*this);
+ }
+
+ SNorm* SNormFunction::constructor() {
+ return new SNormFunction;
+ }
+
+}
diff --git a/fuzzylite/src/norm/s/UnboundedSum.cpp b/fuzzylite/src/norm/s/UnboundedSum.cpp
new file mode 100644
index 0000000..adee6ad
--- /dev/null
+++ b/fuzzylite/src/norm/s/UnboundedSum.cpp
@@ -0,0 +1,43 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#include "fl/norm/s/UnboundedSum.h"
+
+#include "fl/Operation.h"
+
+namespace fl {
+
+ std::string UnboundedSum::className() const {
+ return "UnboundedSum";
+ }
+
+ Complexity UnboundedSum::complexity() const {
+ return Complexity().arithmetic(1);
+ }
+
+ scalar UnboundedSum::compute(scalar a, scalar b) const {
+ return a + b;
+ }
+
+ UnboundedSum* UnboundedSum::clone() const {
+ return new UnboundedSum(*this);
+ }
+
+ SNorm* UnboundedSum::constructor() {
+ return new UnboundedSum;
+ }
+
+}
diff --git a/fuzzylite/src/norm/t/AlgebraicProduct.cpp b/fuzzylite/src/norm/t/AlgebraicProduct.cpp
new file mode 100644
index 0000000..eefe309
--- /dev/null
+++ b/fuzzylite/src/norm/t/AlgebraicProduct.cpp
@@ -0,0 +1,41 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#include "fl/norm/t/AlgebraicProduct.h"
+
+namespace fl {
+
+ std::string AlgebraicProduct::className() const {
+ return "AlgebraicProduct";
+ }
+
+ Complexity AlgebraicProduct::complexity() const {
+ return Complexity().arithmetic(1);
+ }
+
+ scalar AlgebraicProduct::compute(scalar a, scalar b) const {
+ return a * b;
+ }
+
+ AlgebraicProduct* AlgebraicProduct::clone() const {
+ return new AlgebraicProduct(*this);
+ }
+
+ TNorm* AlgebraicProduct::constructor() {
+ return new AlgebraicProduct;
+ }
+
+}
diff --git a/fuzzylite/src/norm/t/BoundedDifference.cpp b/fuzzylite/src/norm/t/BoundedDifference.cpp
new file mode 100644
index 0000000..3775aa4
--- /dev/null
+++ b/fuzzylite/src/norm/t/BoundedDifference.cpp
@@ -0,0 +1,43 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#include "fl/norm/t/BoundedDifference.h"
+
+#include "fl/Operation.h"
+
+namespace fl {
+
+ std::string BoundedDifference::className() const {
+ return "BoundedDifference";
+ }
+
+ Complexity BoundedDifference::complexity() const {
+ return Complexity().arithmetic(2).function(1);
+ }
+
+ scalar BoundedDifference::compute(scalar a, scalar b) const {
+ return Op::max(scalar(0.0), a + b - scalar(1.0));
+ }
+
+ BoundedDifference* BoundedDifference::clone() const {
+ return new BoundedDifference(*this);
+ }
+
+ TNorm* BoundedDifference::constructor() {
+ return new BoundedDifference;
+ }
+
+}
diff --git a/fuzzylite/src/norm/t/DrasticProduct.cpp b/fuzzylite/src/norm/t/DrasticProduct.cpp
new file mode 100644
index 0000000..5bfdc87
--- /dev/null
+++ b/fuzzylite/src/norm/t/DrasticProduct.cpp
@@ -0,0 +1,46 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#include "fl/norm/t/DrasticProduct.h"
+
+#include "fl/Operation.h"
+
+namespace fl {
+
+ std::string DrasticProduct::className() const {
+ return "DrasticProduct";
+ }
+
+ Complexity DrasticProduct::complexity() const {
+ return Complexity().comparison(1).function(2);
+ }
+
+ scalar DrasticProduct::compute(scalar a, scalar b) const {
+ if (Op::isEq(Op::max(a, b), 1.0)) {
+ return Op::min(a, b);
+ }
+ return 0.0;
+ }
+
+ DrasticProduct* DrasticProduct::clone() const {
+ return new DrasticProduct(*this);
+ }
+
+ TNorm* DrasticProduct::constructor() {
+ return new DrasticProduct;
+ }
+
+}
diff --git a/fuzzylite/src/norm/t/EinsteinProduct.cpp b/fuzzylite/src/norm/t/EinsteinProduct.cpp
new file mode 100644
index 0000000..bbb3966
--- /dev/null
+++ b/fuzzylite/src/norm/t/EinsteinProduct.cpp
@@ -0,0 +1,41 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#include "fl/norm/t/EinsteinProduct.h"
+
+namespace fl {
+
+ std::string EinsteinProduct::className() const {
+ return "EinsteinProduct";
+ }
+
+ Complexity EinsteinProduct::complexity() const {
+ return Complexity().arithmetic(6);
+ }
+
+ scalar EinsteinProduct::compute(scalar a, scalar b) const {
+ return (a * b) / (2.0 - (a + b - a * b));
+ }
+
+ EinsteinProduct* EinsteinProduct::clone() const {
+ return new EinsteinProduct(*this);
+ }
+
+ TNorm* EinsteinProduct::constructor() {
+ return new EinsteinProduct;
+ }
+
+}
diff --git a/fuzzylite/src/norm/t/HamacherProduct.cpp b/fuzzylite/src/norm/t/HamacherProduct.cpp
new file mode 100644
index 0000000..9416084
--- /dev/null
+++ b/fuzzylite/src/norm/t/HamacherProduct.cpp
@@ -0,0 +1,44 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#include "fl/norm/t/HamacherProduct.h"
+
+#include "fl/Operation.h"
+
+namespace fl {
+
+ std::string HamacherProduct::className() const {
+ return "HamacherProduct";
+ }
+
+ Complexity HamacherProduct::complexity() const {
+ return Complexity().arithmetic(5);
+ }
+
+ scalar HamacherProduct::compute(scalar a, scalar b) const {
+ if (Op::isEq(a + b, 0.0)) return 0.0;
+ return (a * b) / (a + b - a * b);
+ }
+
+ HamacherProduct* HamacherProduct::clone() const {
+ return new HamacherProduct(*this);
+ }
+
+ TNorm* HamacherProduct::constructor() {
+ return new HamacherProduct;
+ }
+
+}
diff --git a/fuzzylite/src/norm/t/Minimum.cpp b/fuzzylite/src/norm/t/Minimum.cpp
new file mode 100644
index 0000000..1a63658
--- /dev/null
+++ b/fuzzylite/src/norm/t/Minimum.cpp
@@ -0,0 +1,44 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#include "fl/norm/t/Minimum.h"
+
+#include "fl/Operation.h"
+
+namespace fl {
+
+ std::string Minimum::className() const {
+ return "Minimum";
+ }
+
+ Complexity Minimum::complexity() const {
+ return Complexity().function(1);
+ }
+
+ scalar Minimum::compute(scalar a, scalar b) const {
+ return Op::min(a, b);
+ }
+
+ Minimum* Minimum::clone() const {
+ return new Minimum(*this);
+ }
+
+ TNorm* Minimum::constructor() {
+ return new Minimum;
+ }
+
+
+}
diff --git a/fuzzylite/src/norm/t/NilpotentMinimum.cpp b/fuzzylite/src/norm/t/NilpotentMinimum.cpp
new file mode 100644
index 0000000..7ab906b
--- /dev/null
+++ b/fuzzylite/src/norm/t/NilpotentMinimum.cpp
@@ -0,0 +1,47 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#include "fl/norm/t/NilpotentMinimum.h"
+
+#include "fl/Operation.h"
+
+namespace fl {
+
+ std::string NilpotentMinimum::className() const {
+ return "NilpotentMinimum";
+ }
+
+ Complexity NilpotentMinimum::complexity() const {
+ return Complexity().comparison(1).arithmetic(1).function(1);
+ }
+
+ scalar NilpotentMinimum::compute(scalar a, scalar b) const {
+ if (Op::isGt(a + b, 1.0)) {
+ return Op::min(a, b);
+ }
+ return 0.0;
+ }
+
+ NilpotentMinimum* NilpotentMinimum::clone() const {
+ return new NilpotentMinimum(*this);
+ }
+
+ TNorm* NilpotentMinimum::constructor() {
+ return new NilpotentMinimum;
+ }
+
+
+}
diff --git a/fuzzylite/src/norm/t/TNormFunction.cpp b/fuzzylite/src/norm/t/TNormFunction.cpp
new file mode 100644
index 0000000..1e0563e
--- /dev/null
+++ b/fuzzylite/src/norm/t/TNormFunction.cpp
@@ -0,0 +1,66 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#include "fl/norm/t/TNormFunction.h"
+
+namespace fl {
+
+ TNormFunction::TNormFunction(const std::string& formula) : TNorm() {
+ _function.variables["a"] = fl::nan;
+ _function.variables["b"] = fl::nan;
+ if (not formula.empty()) {
+ _function.load(formula);
+ }
+ }
+
+ std::string TNormFunction::className() const {
+ return "TNormFunction";
+ }
+
+ Complexity TNormFunction::complexity() const {
+ if (_function.root())
+ return _function.complexity().function(2 * std::log(scalar(_function.variables.size())));
+ return _function.complexity();
+ }
+
+ scalar TNormFunction::compute(scalar a, scalar b) const {
+ _function.variables["a"] = a;
+ _function.variables["b"] = b;
+ return _function.evaluate();
+ }
+
+ Function& TNormFunction::function() {
+ return this->_function;
+ }
+
+ void TNormFunction::setFormula(const std::string& formula) {
+ this->_function.load(formula);
+ }
+
+ std::string TNormFunction::getFormula() const {
+ return _function.getFormula();
+ }
+
+ TNormFunction* TNormFunction::clone() const {
+ return new TNormFunction(*this);
+ }
+
+ TNorm* TNormFunction::constructor() {
+ return new TNormFunction;
+ }
+
+
+}
diff --git a/fuzzylite/src/rule/Antecedent.cpp b/fuzzylite/src/rule/Antecedent.cpp
new file mode 100644
index 0000000..5f0b0be
--- /dev/null
+++ b/fuzzylite/src/rule/Antecedent.cpp
@@ -0,0 +1,447 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#include "fl/rule/Antecedent.h"
+
+#include "fl/Engine.h"
+#include "fl/factory/HedgeFactory.h"
+#include "fl/factory/FactoryManager.h"
+#include "fl/hedge/Any.h"
+#include "fl/rule/Expression.h"
+#include "fl/rule/Rule.h"
+#include "fl/term/Aggregated.h"
+#include "fl/variable/InputVariable.h"
+#include "fl/variable/OutputVariable.h"
+
+#include <stack>
+
+namespace fl {
+
+ Antecedent::Antecedent()
+ : _text(""), _expression(fl::null) { }
+
+ Antecedent::~Antecedent() {
+ _expression.reset(fl::null);
+ }
+
+ void Antecedent::setText(const std::string& text) {
+ this->_text = text;
+ }
+
+ std::string Antecedent::getText() const {
+ return this->_text;
+ }
+
+ Expression* Antecedent::getExpression() const {
+ return this->_expression.get();
+ }
+
+ void Antecedent::setExpression(Expression* expression) {
+ this->_expression.reset(expression);
+ }
+
+ bool Antecedent::isLoaded() const {
+ return _expression.get() != fl::null;
+ }
+
+ scalar Antecedent::activationDegree(const TNorm* conjunction, const SNorm* disjunction) const {
+ return this->activationDegree(conjunction, disjunction, _expression.get());
+ }
+
+ scalar Antecedent::activationDegree(const TNorm* conjunction, const SNorm* disjunction,
+ const Expression* node) const {
+ if (not isLoaded()) {
+ throw Exception("[antecedent error] antecedent <" + getText() + "> is not loaded", FL_AT);
+ }
+ const Expression::Type expression = node->type();
+ if (expression == Expression::Proposition) {
+ const Proposition* proposition = static_cast<const Proposition*> (node);
+ if (not proposition->variable->isEnabled()) {
+ return 0.0;
+ }
+
+ if (not proposition->hedges.empty()) {
+ //if last hedge is "Any", apply hedges in reverse order and return degree
+ std::vector<Hedge*>::const_reverse_iterator rit = proposition->hedges.rbegin();
+ if (dynamic_cast<Any*> (*rit)) {
+ scalar result = (*rit)->hedge(fl::nan);
+ while (++rit != proposition->hedges.rend()) {
+ result = (*rit)->hedge(result);
+ }
+ return result;
+ }
+ }
+ scalar result = fl::nan;
+ Variable::Type variableType = proposition->variable->type();
+ if (variableType == Variable::Input) {
+ result = proposition->term->membership(proposition->variable->getValue());
+ } else if (variableType == Variable::Output) {
+ result = static_cast<OutputVariable*> (proposition->variable)
+ ->fuzzyOutput()->activationDegree(proposition->term);
+ }
+
+ if (not proposition->hedges.empty()) {
+ for (std::vector<Hedge*>::const_reverse_iterator rit = proposition->hedges.rbegin();
+ rit != proposition->hedges.rend(); ++rit) {
+ result = (*rit)->hedge(result);
+ }
+ }
+ return result;
+ }
+ //if node is an operator
+ if (expression == Expression::Operator) {
+ const Operator* fuzzyOperator = static_cast<const Operator*> (node);
+ if (not (fuzzyOperator->left and fuzzyOperator->right)) {
+ std::ostringstream ex;
+ ex << "[syntax error] left and right operands must exist";
+ throw Exception(ex.str(), FL_AT);
+ }
+ if (fuzzyOperator->name == Rule::andKeyword()) {
+ if (not conjunction) throw Exception("[conjunction error] "
+ "the following rule requires a conjunction operator:\n" + _text, FL_AT);
+ return conjunction->compute(
+ this->activationDegree(conjunction, disjunction, fuzzyOperator->left),
+ this->activationDegree(conjunction, disjunction, fuzzyOperator->right));
+ }
+
+ if (fuzzyOperator->name == Rule::orKeyword()) {
+ if (not disjunction) throw Exception("[disjunction error] "
+ "the following rule requires a disjunction operator:\n" + _text, FL_AT);
+ return disjunction->compute(
+ this->activationDegree(conjunction, disjunction, fuzzyOperator->left),
+ this->activationDegree(conjunction, disjunction, fuzzyOperator->right));
+ }
+ std::ostringstream ex;
+ ex << "[syntax error] operator <" << fuzzyOperator->name << "> not recognized";
+ throw Exception(ex.str(), FL_AT);
+
+ } else {
+ std::ostringstream ss;
+ ss << "[antecedent error] expected a Proposition or Operator, but found <";
+ if (node) ss << node->toString();
+ ss << ">";
+ throw Exception(ss.str(), FL_AT);
+ }
+ }
+
+
+ Complexity Antecedent::complexity(const TNorm* conjunction, const SNorm* disjunction) const {
+ return complexity(conjunction, disjunction, _expression.get());
+ }
+
+ Complexity Antecedent::complexity(const TNorm* conjunction, const SNorm* disjunction,
+ const Expression* node) const {
+ if (not isLoaded()) {
+ return Complexity();
+ }
+
+ Complexity result;
+ const Expression::Type expression = node->type();
+ if (expression == Expression::Proposition) {
+ const Proposition* proposition = static_cast<const Proposition*> (node);
+ if (not proposition->variable->isEnabled()) {
+ return result;
+ }
+
+ if (not proposition->hedges.empty()) {
+ //if last hedge is "Any", apply hedges in reverse order and return degree
+ std::vector<Hedge*>::const_reverse_iterator rit = proposition->hedges.rbegin();
+ if (dynamic_cast<Any*> (*rit)) {
+ result += (*rit)->complexity();
+ while (++rit != proposition->hedges.rend()) {
+ result = (*rit)->complexity();
+ }
+ return result;
+ }
+ }
+ Variable::Type variableType = proposition->variable->type();
+ if (variableType == Variable::Input) {
+ result += proposition->term->complexity();
+ } else if (variableType == Variable::Output) {
+ OutputVariable* outputVariable = static_cast<OutputVariable*> (proposition->variable);
+ result += outputVariable->fuzzyOutput()->complexityOfActivationDegree();
+ }
+
+ if (not proposition->hedges.empty()) {
+ for (std::vector<Hedge*>::const_reverse_iterator rit = proposition->hedges.rbegin();
+ rit != proposition->hedges.rend(); ++rit) {
+ result += (*rit)->complexity();
+ }
+ }
+ return result;
+ }
+ //if node is an operator
+ if (expression == Expression::Operator) {
+ const Operator* fuzzyOperator = static_cast<const Operator*> (node);
+ if (not (fuzzyOperator->left and fuzzyOperator->right)) {
+ std::ostringstream ex;
+ ex << "[syntax error] left and right operands must exist";
+ throw Exception(ex.str(), FL_AT);
+ }
+ if (fuzzyOperator->name == Rule::andKeyword()) {
+ if (conjunction) {
+ result += conjunction->complexity();
+ }
+ result += complexity(conjunction, disjunction, fuzzyOperator->left)
+ + complexity(conjunction, disjunction, fuzzyOperator->right);
+ return result;
+ }
+
+ if (fuzzyOperator->name == Rule::orKeyword()) {
+ if (disjunction) {
+ result += disjunction->complexity();
+ }
+ result += complexity(conjunction, disjunction, fuzzyOperator->left)
+ + complexity(conjunction, disjunction, fuzzyOperator->right);
+ return result;
+ }
+ }
+ return Complexity();
+ }
+
+ void Antecedent::unload() {
+ _expression.reset(fl::null);
+ }
+
+ void Antecedent::load(const Engine* engine) {
+ load(getText(), engine);
+ }
+
+ void Antecedent::load(const std::string& antecedent, const Engine* engine) {
+ FL_DBG("Antecedent: " << antecedent);
+ unload();
+ setText(antecedent);
+ if (Op::trim(antecedent).empty()) {
+ throw Exception("[syntax error] antecedent is empty", FL_AT);
+ }
+ /*
+ Builds an proposition tree from the antecedent of a fuzzy rule.
+ The rules are:
+ 1) After a variable comes 'is',
+ 2) After 'is' comes a hedge or a term
+ 3) After a hedge comes a hedge or a term
+ 4) After a term comes a variable or an operator
+ */
+
+ Function function;
+
+ std::string postfix = function.toPostfix(antecedent);
+ FL_DBG("Postfix: " << postfix);
+ std::stringstream tokenizer(postfix);
+ std::string token;
+
+ enum FSM {
+ S_VARIABLE = 1, S_IS = 2, S_HEDGE = 4, S_TERM = 8, S_AND_OR = 16
+ };
+ int state = S_VARIABLE;
+ std::stack<Expression*> expressionStack;
+ Proposition* proposition = fl::null;
+ try {
+ while (tokenizer >> token) {
+ if (state bitand S_VARIABLE) {
+ Variable* variable = fl::null;
+ if (engine->hasInputVariable(token))
+ variable = engine->getInputVariable(token);
+ else if (engine->hasOutputVariable(token))
+ variable = engine->getOutputVariable(token);
+ if (variable) {
+ proposition = new Proposition;
+ proposition->variable = variable;
+ expressionStack.push(proposition);
+
+ state = S_IS;
+ FL_DBG("Token <" << token << "> is variable");
+ continue;
+ }
+ }
+
+ if (state bitand S_IS) {
+ if (token == Rule::isKeyword()) {
+ state = S_HEDGE bitor S_TERM;
+ FL_DBG("Token <" << token << "> is keyword");
+ continue;
+ }
+ }
+
+ if (state bitand S_HEDGE) {
+ HedgeFactory* factory = FactoryManager::instance()->hedge();
+ if (factory->hasConstructor(token)) {
+ Hedge* hedge = factory->constructObject(token);
+ proposition->hedges.push_back(hedge);
+ if (dynamic_cast<Any*> (hedge)) {
+ state = S_VARIABLE bitor S_AND_OR;
+ } else {
+ state = S_HEDGE bitor S_TERM;
+ }
+ FL_DBG("Token <" << token << "> is hedge");
+ continue;
+ }
+ }
+
+ if (state bitand S_TERM) {
+ if (proposition->variable->hasTerm(token)) {
+ proposition->term = proposition->variable->getTerm(token);
+ state = S_VARIABLE bitor S_AND_OR;
+ FL_DBG("Token <" << token << "> is term");
+ continue;
+ }
+ }
+
+ if (state bitand S_AND_OR) {
+ if (token == Rule::andKeyword() or token == Rule::orKeyword()) {
+ if (expressionStack.size() < 2) {
+ std::ostringstream ex;
+ ex << "[syntax error] logical operator <" << token << "> expects two operands,"
+ << "but found <" << expressionStack.size() << "> in antecedent";
+ throw Exception(ex.str(), FL_AT);
+ }
+ Operator* fuzzyOperator = new Operator;
+ fuzzyOperator->name = token;
+ fuzzyOperator->right = expressionStack.top();
+ expressionStack.pop();
+ fuzzyOperator->left = expressionStack.top();
+ expressionStack.pop();
+ expressionStack.push(fuzzyOperator);
+
+ state = S_VARIABLE bitor S_AND_OR;
+ FL_DBG("Subtree: " << fuzzyOperator->toString() <<
+ "(" << fuzzyOperator->left->toString() << ") " <<
+ "(" << fuzzyOperator->right->toString() << ")");
+ continue;
+ }
+ }
+
+ //If reached this point, there was an error
+ if ((state bitand S_VARIABLE) or (state bitand S_AND_OR)) {
+ std::ostringstream ex;
+ ex << "[syntax error] antecedent expected variable or logical operator, but found <" << token << ">";
+ throw Exception(ex.str(), FL_AT);
+ }
+ if (state bitand S_IS) {
+ std::ostringstream ex;
+ ex << "[syntax error] antecedent expected keyword <" << Rule::isKeyword() << ">, but found <" << token << ">";
+ throw Exception(ex.str(), FL_AT);
+ }
+ if ((state bitand S_HEDGE) or (state bitand S_TERM)) {
+ std::ostringstream ex;
+ ex << "[syntax error] antecedent expected hedge or term, but found <" << token << ">";
+ throw Exception(ex.str(), FL_AT);
+ }
+ std::ostringstream ex;
+ ex << "[syntax error] unexpected token <" << token << "> in antecedent";
+ throw Exception(ex.str(), FL_AT);
+ }
+
+ if (not ((state bitand S_VARIABLE) or (state bitand S_AND_OR))) { //only acceptable final state
+ if (state bitand S_IS) {
+ std::ostringstream ex;
+ ex << "[syntax error] antecedent expected keyword <" << Rule::isKeyword() << "> after <" << token << ">";
+ throw Exception(ex.str(), FL_AT);
+ }
+ if ((state bitand S_HEDGE) or (state bitand S_TERM)) {
+ std::ostringstream ex;
+ ex << "[syntax error] antecedent expected hedge or term after <" << token << ">";
+ throw Exception(ex.str(), FL_AT);
+ }
+ }
+
+ if (expressionStack.size() != 1) {
+ std::vector<std::string> errors;
+ while (expressionStack.size() > 1) {
+ Expression* expression = expressionStack.top();
+ expressionStack.pop();
+ errors.push_back(expression->toString());
+ delete expression;
+ }
+ std::ostringstream ex;
+ ex << "[syntax error] unable to parse the following expressions in antecedent <"
+ << Op::join(errors, " ") << ">";
+ throw Exception(ex.str(), FL_AT);
+ }
+ } catch (...) {
+ for (std::size_t i = 0; i < expressionStack.size(); ++i) {
+ delete expressionStack.top();
+ expressionStack.pop();
+ }
+ throw;
+ }
+ setExpression(expressionStack.top());
+ }
+
+ std::string Antecedent::toString() const {
+ return toInfix(getExpression());
+ }
+
+ std::string Antecedent::toPrefix(const Expression* node) const {
+ if (not isLoaded()) {
+ throw Exception("[antecedent error] antecedent <" + _text + "> is not loaded", FL_AT);
+ }
+ if (not node) node = getExpression();
+
+ if (dynamic_cast<const Proposition*> (node)) {
+ return node->toString();
+ }
+ std::stringstream ss;
+ if (const Operator * fuzzyOperator = dynamic_cast<const Operator*> (node)) {
+ ss << fuzzyOperator->toString() << " "
+ << toPrefix(fuzzyOperator->left) << " "
+ << toPrefix(fuzzyOperator->right) << " ";
+ } else {
+ ss << "[antecedent error] unknown class of Expression <" << (node ? node->toString() : "null") << ">";
+ }
+ return ss.str();
+ }
+
+ std::string Antecedent::toInfix(const Expression* node) const {
+ if (not isLoaded()) {
+ throw Exception("[antecedent error] antecedent <" + _text + "> is not loaded", FL_AT);
+ }
+ if (not node) node = getExpression();
+ if (dynamic_cast<const Proposition*> (node)) {
+ return node->toString();
+ }
+ std::stringstream ss;
+ if (const Operator * fuzzyOperator = dynamic_cast<const Operator*> (node)) {
+ ss << toInfix(fuzzyOperator->left) << " "
+ << fuzzyOperator->toString() << " "
+ << toInfix(fuzzyOperator->right) << " ";
+ } else {
+ ss << "[antecedent error] unknown class of Expression <" << (node ? node->toString() : "null") << ">";
+ }
+ return ss.str();
+ }
+
+ std::string Antecedent::toPostfix(const Expression* node) const {
+ if (not isLoaded()) {
+ throw Exception("[antecedent error] antecedent <" + _text + "> is not loaded", FL_AT);
+ }
+ if (not node) node = getExpression();
+ if (dynamic_cast<const Proposition*> (node)) {
+ return node->toString();
+ }
+ std::stringstream ss;
+ if (const Operator * fuzzyOperator = dynamic_cast<const Operator*> (node)) {
+ ss << toPostfix(fuzzyOperator->left) << " "
+ << toPostfix(fuzzyOperator->right) << " "
+ << fuzzyOperator->toString() << " ";
+ } else {
+ ss << "[antecedent error] unknown class of Expression <" << (node ? node->toString() : "null") << ">";
+ }
+ return ss.str();
+ }
+
+
+}
diff --git a/fuzzylite/src/rule/Consequent.cpp b/fuzzylite/src/rule/Consequent.cpp
new file mode 100644
index 0000000..a90b1a9
--- /dev/null
+++ b/fuzzylite/src/rule/Consequent.cpp
@@ -0,0 +1,244 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#include "fl/rule/Consequent.h"
+
+#include "fl/Engine.h"
+#include "fl/factory/HedgeFactory.h"
+#include "fl/factory/FactoryManager.h"
+#include "fl/hedge/Any.h"
+#include "fl/rule/Expression.h"
+#include "fl/rule/Rule.h"
+#include "fl/term/Aggregated.h"
+#include "fl/variable/OutputVariable.h"
+
+namespace fl {
+
+ Consequent::Consequent() { }
+
+ Consequent::~Consequent() {
+ for (std::size_t i = 0; i < _conclusions.size(); ++i) {
+ delete _conclusions.at(i);
+ }
+ _conclusions.clear();
+ }
+
+ std::string Consequent::getText() const {
+ return this->_text;
+ }
+
+ void Consequent::setText(const std::string& text) {
+ this->_text = text;
+ }
+
+ const std::vector<Proposition*>& Consequent::conclusions() const {
+ return this->_conclusions;
+ }
+
+ std::vector<Proposition*>& Consequent::conclusions() {
+ return this->_conclusions;
+ }
+
+ Complexity Consequent::complexity(const TNorm* implication) const {
+ Complexity result;
+ result.comparison(1);
+
+ for (std::size_t i = 0; i < _conclusions.size(); ++i) {
+ Proposition* proposition = _conclusions.at(i);
+ result.comparison(2);
+ for (std::size_t h = 0; h < proposition->hedges.size(); ++h) {
+ result += proposition->hedges.at(h)->complexity();
+ }
+ result += static_cast<OutputVariable*> (proposition->variable)
+ ->complexity(Activated(proposition->term, fl::nan, implication));
+ }
+ return result;
+ }
+
+ void Consequent::modify(scalar activationDegree, const TNorm* implication) {
+ if (not isLoaded()) {
+ throw Exception("[consequent error] consequent <" + getText() + "> is not loaded", FL_AT);
+ }
+ for (std::size_t i = 0; i < _conclusions.size(); ++i) {
+ Proposition* proposition = _conclusions.at(i);
+ if (proposition->variable->isEnabled()) {
+ if (not proposition->hedges.empty()) {
+ for (std::vector<Hedge*>::const_reverse_iterator rit = proposition->hedges.rbegin();
+ rit != proposition->hedges.rend(); ++rit) {
+ activationDegree = (*rit)->hedge(activationDegree);
+ }
+ }
+
+ static_cast<OutputVariable*> (proposition->variable)->fuzzyOutput()
+ ->addTerm(proposition->term, activationDegree, implication);
+ }
+ }
+ }
+
+ bool Consequent::isLoaded() {
+ return not _conclusions.empty();
+ }
+
+ void Consequent::unload() {
+ for (std::size_t i = 0; i < _conclusions.size(); ++i) {
+ delete _conclusions.at(i);
+ }
+ _conclusions.clear();
+ }
+
+ void Consequent::load(const Engine* engine) {
+ load(getText(), engine);
+ }
+
+ void Consequent::load(const std::string& consequent, const Engine* engine) {
+ unload();
+ setText(consequent);
+
+ if (Op::trim(consequent).empty()) {
+ throw Exception("[syntax error] consequent is empty", FL_AT);
+ }
+
+ /**
+ Extracts the list of propositions from the consequent
+ The rules are:
+ 1) After a variable comes 'is' or '=',
+ 2) After 'is' comes a hedge or a term
+ 3) After a hedge comes a hedge or a term
+ 4) After a term comes operators 'and' or 'with'
+ 5) After operator 'and' comes a variable
+ 6) After operator 'with' comes a float
+ */
+ enum FSM {
+ S_VARIABLE = 1, S_IS = 2, S_HEDGE = 4, S_TERM = 8,
+ S_AND = 16, S_WITH = 32
+ };
+ int state = S_VARIABLE;
+
+ Proposition* proposition = fl::null;
+
+ std::stringstream tokenizer(consequent);
+ std::string token;
+ try {
+ while (tokenizer >> token) {
+ if (state bitand S_VARIABLE) {
+ if (engine->hasOutputVariable(token)) {
+ proposition = new Proposition;
+ proposition->variable = engine->getOutputVariable(token);
+ conclusions().push_back(proposition);
+ state = S_IS;
+ continue;
+ }
+ }
+
+ if (state bitand S_IS) {
+ if (token == Rule::isKeyword()) {
+ state = S_HEDGE bitor S_TERM;
+ continue;
+ }
+ }
+
+ if (state bitand S_HEDGE) {
+ HedgeFactory* factory = FactoryManager::instance()->hedge();
+ if (factory->hasConstructor(token)) {
+ Hedge* hedge = factory->constructObject(token);
+ proposition->hedges.push_back(hedge);
+ state = S_HEDGE bitor S_TERM;
+ continue;
+ }
+ }
+
+ if (state bitand S_TERM) {
+ if (proposition->variable->hasTerm(token)) {
+ proposition->term = proposition->variable->getTerm(token);
+ state = S_AND bitor S_WITH;
+ continue;
+ }
+ }
+
+ if (state bitand S_AND) {
+ if (token == Rule::andKeyword()) {
+ state = S_VARIABLE;
+ continue;
+ }
+ }
+
+ //if reached this point, there was an error:
+ if (state bitand S_VARIABLE) {
+ std::ostringstream ex;
+ ex << "[syntax error] consequent expected output variable, but found <" << token << ">";
+ throw Exception(ex.str(), FL_AT);
+ }
+ if (state bitand S_IS) {
+ std::ostringstream ex;
+ ex << "[syntax error] consequent expected keyword <" << Rule::isKeyword() << ">, "
+ "but found <" << token << ">";
+ throw Exception(ex.str(), FL_AT);
+ }
+
+ if ((state bitand S_HEDGE) or (state bitand S_TERM)) {
+ std::ostringstream ex;
+ ex << "[syntax error] consequent expected hedge or term, but found <" << token << ">";
+ throw Exception(ex.str(), FL_AT);
+ }
+
+ if ((state bitand S_AND) or (state bitand S_WITH)) {
+ std::ostringstream ex;
+ ex << "[syntax error] consequent expected operator <" << Rule::andKeyword() << "> "
+ << "or keyword <" << Rule::withKeyword() << ">, "
+ << "but found <" << token << ">";
+ throw Exception(ex.str(), FL_AT);
+ }
+
+ std::ostringstream ex;
+ ex << "[syntax error] unexpected token <" << token << "> in consequent";
+ throw Exception(ex.str(), FL_AT);
+ }
+
+ if (not ((state bitand S_AND) or (state bitand S_WITH))) { //only acceptable final state
+ if (state bitand S_VARIABLE) {
+ std::ostringstream ex;
+ ex << "[syntax error] consequent expected output variable after <" << token << ">";
+ throw Exception(ex.str(), FL_AT);
+ }
+ if (state bitand S_IS) {
+ std::ostringstream ex;
+ ex << "[syntax error] consequent expected keyword <" << Rule::isKeyword() << "> "
+ "after <" << token << ">";
+ throw Exception(ex.str(), FL_AT);
+ }
+ if ((state bitand S_HEDGE) or (state bitand S_TERM)) {
+ std::ostringstream ex;
+ ex << "[syntax error] consequent expected hedge or term after <" << token << ">";
+ throw Exception(ex.str(), FL_AT);
+ }
+ }
+ } catch (...) {
+ unload();
+ throw;
+ }
+ }
+
+ std::string Consequent::toString() const {
+ std::stringstream ss;
+ for (std::size_t i = 0; i < conclusions().size(); ++i) {
+ ss << conclusions().at(i)->toString();
+ if (i + 1 < conclusions().size())
+ ss << " " << Rule::andKeyword() << " ";
+ }
+ return ss.str();
+ }
+
+}
diff --git a/fuzzylite/src/rule/Expression.cpp b/fuzzylite/src/rule/Expression.cpp
new file mode 100644
index 0000000..9b0ab81
--- /dev/null
+++ b/fuzzylite/src/rule/Expression.cpp
@@ -0,0 +1,83 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#include "fl/rule/Expression.h"
+
+#include "fl/hedge/Hedge.h"
+#include "fl/term/Term.h"
+#include "fl/rule/Rule.h"
+#include "fl/variable/Variable.h"
+
+namespace fl {
+
+ Expression::Expression() { }
+
+ Expression::~Expression() { }
+
+ Proposition::Proposition() : Expression(),
+ variable(fl::null), term(fl::null) { }
+
+ Proposition::~Proposition() {
+ for (std::size_t i = 0; i < hedges.size(); ++i) {
+ delete hedges.at(i);
+ }
+ hedges.clear();
+ }
+
+ Expression::Type Proposition::type() const {
+ return Expression::Proposition;
+ }
+
+ std::string Proposition::toString() const {
+ std::ostringstream ss;
+ if (variable) {
+ ss << variable->getName();
+ } else {
+ ss << "?";
+ }
+ if (not hedges.empty()) {
+ ss << " " << Rule::isKeyword() << " ";
+ for (std::size_t i = 0; i < hedges.size(); ++i) {
+ ss << hedges.at(i)->name() << " ";
+ }
+ }
+
+ if (term) { //term is fl::null if hedge is any
+ if (hedges.empty()) {
+ ss << " " << Rule::isKeyword() << " ";
+ }
+ ss << term->getName();
+ }
+ return ss.str();
+ }
+
+ Operator::Operator() : Expression(),
+ name(""), left(fl::null), right(fl::null) { }
+
+ Operator::~Operator() {
+ if (left) delete left;
+ if (right) delete right;
+ }
+
+ Expression::Type Operator::type() const {
+ return Expression::Operator;
+ }
+
+ std::string Operator::toString() const {
+ return name;
+ }
+
+}
diff --git a/fuzzylite/src/rule/Rule.cpp b/fuzzylite/src/rule/Rule.cpp
new file mode 100644
index 0000000..0338cd9
--- /dev/null
+++ b/fuzzylite/src/rule/Rule.cpp
@@ -0,0 +1,264 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#include "fl/rule/Rule.h"
+
+#include "fl/Exception.h"
+#include "fl/imex/FllExporter.h"
+#include "fl/norm/Norm.h"
+#include "fl/Operation.h"
+
+namespace fl {
+
+ Rule::Rule(const std::string& text, scalar weight)
+ : _enabled(true), _text(text), _weight(weight), _activationDegree(0.0), _triggered(false),
+ _antecedent(new Antecedent), _consequent(new Consequent) { }
+
+ Rule::Rule(const Rule& other) : _enabled(other._enabled), _text(other._text),
+ _weight(other._weight), _activationDegree(other._activationDegree), _triggered(false),
+ _antecedent(new Antecedent), _consequent(new Consequent) { }
+
+ Rule& Rule::operator=(const Rule& other) {
+ if (this != &other) {
+ _enabled = other._enabled;
+ _text = other._text;
+ _weight = other._weight;
+ _activationDegree = other._activationDegree;
+ _triggered = other._triggered;
+ _antecedent.reset(new Antecedent);
+ _consequent.reset(new Consequent);
+ }
+ return *this;
+ }
+
+ Rule::~Rule() {
+ if (_antecedent.get()) _antecedent->unload();
+ if (_consequent.get()) _consequent->unload();
+ }
+
+ void Rule::setText(const std::string& text) {
+ this->_text = text;
+ }
+
+ std::string Rule::getText() const {
+ return this->_text;
+ }
+
+ void Rule::setWeight(scalar weight) {
+ this->_weight = weight;
+ }
+
+ scalar Rule::getWeight() const {
+ return this->_weight;
+ }
+
+ void Rule::setAntecedent(Antecedent* antecedent) {
+ this->_antecedent.reset(antecedent);
+ }
+
+ Antecedent* Rule::getAntecedent() const {
+ return this->_antecedent.get();
+ }
+
+ void Rule::setConsequent(Consequent* consequent) {
+ this->_consequent.reset(consequent);
+ }
+
+ Consequent* Rule::getConsequent() const {
+ return this->_consequent.get();
+ }
+
+ void Rule::setEnabled(bool active) {
+ this->_enabled = active;
+ }
+
+ bool Rule::isEnabled() const {
+ return this->_enabled;
+ }
+
+ void Rule::setActivationDegree(scalar activationDegree) {
+ this->_activationDegree = activationDegree;
+ }
+
+ scalar Rule::getActivationDegree() const {
+ return this->_activationDegree;
+ }
+
+ void Rule::deactivate() {
+ _activationDegree = 0.0;
+ _triggered = false;
+ }
+
+ scalar Rule::activateWith(const TNorm* conjunction, const SNorm* disjunction) {
+ if (not isLoaded()) {
+ throw Exception("[rule error] the following rule is not loaded: " + getText(), FL_AT);
+ }
+ _activationDegree = _weight * _antecedent->activationDegree(conjunction, disjunction);
+ return _activationDegree;
+ }
+
+ void Rule::trigger(const TNorm* implication) {
+ if (not isLoaded()) {
+ throw Exception("[rule error] the following rule is not loaded: " + getText(), FL_AT);
+ }
+ if (_enabled and Op::isGt(_activationDegree, 0.0)) {
+ FL_DBG("[firing with " << Op::str(_activationDegree) << "] " << toString());
+ _consequent->modify(_activationDegree, implication);
+ _triggered = true;
+ }
+ }
+
+ bool Rule::isTriggered() const {
+ return this->_triggered;
+ }
+
+ Complexity Rule::complexityOfActivation(const TNorm* conjunction, const SNorm* disjunction) const {
+ Complexity result;
+ result.comparison(1).arithmetic(1);
+ if (isLoaded()) {
+ result += _antecedent->complexity(conjunction, disjunction);
+ }
+ return result;
+ }
+
+ Complexity Rule::complexityOfFiring(const TNorm* implication) const {
+ Complexity result;
+ result.comparison(3);
+ if (isLoaded()) {
+ result += _consequent->complexity(implication);
+ }
+ return result;
+ }
+
+ Complexity Rule::complexity(const TNorm* conjunction, const SNorm* disjunction,
+ const TNorm* implication) const {
+ return complexityOfActivation(conjunction, disjunction)
+ + complexityOfFiring(implication);
+ }
+
+ bool Rule::isLoaded() const {
+ return _antecedent.get() and _consequent.get()
+ and _antecedent->isLoaded() and _consequent->isLoaded();
+ }
+
+ void Rule::unload() {
+ deactivate();
+ if (getAntecedent()) getAntecedent()->unload();
+ if (getConsequent()) getConsequent()->unload();
+ }
+
+ void Rule::load(const Engine* engine) {
+ load(getText(), engine);
+ }
+
+ void Rule::load(const std::string& rule, const Engine* engine) {
+ deactivate();
+ setEnabled(true);
+ setText(rule);
+ std::istringstream tokenizer(rule.substr(0, rule.find_first_of('#')));
+ std::string token;
+ std::ostringstream ossAntecedent, ossConsequent;
+ scalar weight = 1.0;
+
+ enum FSM {
+ S_NONE, S_IF, S_THEN, S_WITH, S_END
+ };
+ FSM state = S_NONE;
+ try {
+ while (tokenizer >> token) {
+
+ switch (state) {
+ case S_NONE:
+ if (token == Rule::ifKeyword()) state = S_IF;
+ else {
+ std::ostringstream ex;
+ ex << "[syntax error] expected keyword <" << Rule::ifKeyword() <<
+ ">, but found <" << token << "> in rule: " << rule;
+ throw Exception(ex.str(), FL_AT);
+ }
+ break;
+ case S_IF:
+ if (token == Rule::thenKeyword()) state = S_THEN;
+ else ossAntecedent << token << " ";
+ break;
+ case S_THEN:
+ if (token == Rule::withKeyword()) state = S_WITH;
+ else ossConsequent << token << " ";
+ break;
+ case S_WITH:
+ try {
+ weight = Op::toScalar(token);
+ state = S_END;
+ } catch (Exception& e) {
+ std::ostringstream ex;
+ ex << "[syntax error] expected a numeric value as the weight of the rule: "
+ << rule;
+ e.append(ex.str(), FL_AT);
+ throw;
+ }
+ break;
+ case S_END:
+ {
+ std::ostringstream ex;
+ ex << "[syntax error] unexpected token <" << token << "> at the end of rule";
+ throw Exception(ex.str(), FL_AT);
+ }
+
+ default:
+ std::ostringstream ex;
+ ex << "[syntax error] unexpected state <" << state << ">";
+ throw Exception(ex.str(), FL_AT);
+ }
+ }
+ if (state == S_NONE) {
+ std::ostringstream ex;
+ ex << "[syntax error] " << (rule.empty() ? "empty rule" : ("ignored rule: " + rule));
+ throw Exception(ex.str(), FL_AT);
+ } else if (state == S_IF) {
+ std::ostringstream ex;
+ ex << "[syntax error] keyword <" << Rule::thenKeyword() << "> not found in rule: " << rule;
+ throw Exception(ex.str(), FL_AT);
+ } else if (state == S_WITH) {
+ std::ostringstream ex;
+ ex << "[syntax error] expected a numeric value as the weight of the rule: " << rule;
+ throw Exception(ex.str(), FL_AT);
+ }
+
+ getAntecedent()->load(ossAntecedent.str(), engine);
+ getConsequent()->load(ossConsequent.str(), engine);
+ setWeight(weight);
+
+ } catch (...) {
+ unload();
+ throw;
+ }
+ }
+
+ std::string Rule::toString() const {
+ return FllExporter().toString(this);
+ }
+
+ Rule* Rule::clone() const {
+ return new Rule(*this);
+ }
+
+ Rule* Rule::parse(const std::string& rule, const Engine* engine) {
+ FL_unique_ptr<Rule> result(new Rule);
+ result->load(rule, engine);
+ return result.release();
+ }
+
+}
diff --git a/fuzzylite/src/rule/RuleBlock.cpp b/fuzzylite/src/rule/RuleBlock.cpp
new file mode 100644
index 0000000..d4e2a82
--- /dev/null
+++ b/fuzzylite/src/rule/RuleBlock.cpp
@@ -0,0 +1,227 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#include "fl/rule/RuleBlock.h"
+
+#include "fl/activation/General.h"
+#include "fl/imex/FllExporter.h"
+#include "fl/norm/TNorm.h"
+#include "fl/norm/SNorm.h"
+#include "fl/rule/Rule.h"
+#include "fl/Operation.h"
+
+namespace fl {
+
+ RuleBlock::RuleBlock(const std::string& name)
+ : _enabled(true), _name(name), _description("") { }
+
+ RuleBlock::RuleBlock(const RuleBlock& other) : _enabled(true), _name(other._name),
+ _description(other._description) {
+ copyFrom(other);
+ }
+
+ RuleBlock& RuleBlock::operator=(const RuleBlock& other) {
+ if (this != &other) {
+ for (std::size_t i = 0; i < _rules.size(); ++i) {
+ delete _rules.at(i);
+ }
+ _rules.clear();
+ _conjunction.reset(fl::null);
+ _disjunction.reset(fl::null);
+ _implication.reset(fl::null);
+ _activation.reset(fl::null);
+
+ copyFrom(other);
+ }
+ return *this;
+ }
+
+ void RuleBlock::copyFrom(const RuleBlock& source) {
+ _enabled = source._enabled;
+ _name = source._name;
+ _description = source._description;
+ if (source._conjunction.get()) _conjunction.reset(source._conjunction->clone());
+ if (source._disjunction.get()) _disjunction.reset(source._disjunction->clone());
+ if (source._implication.get()) _implication.reset(source._implication->clone());
+ if (source._activation.get()) _activation.reset(source._activation->clone());
+ for (std::size_t i = 0; i < source._rules.size(); ++i) {
+ _rules.push_back(source._rules.at(i)->clone());
+ }
+ }
+
+ RuleBlock::~RuleBlock() {
+ for (std::size_t i = 0; i < _rules.size(); ++i) {
+ delete _rules.at(i);
+ }
+ _rules.clear();
+ }
+
+ Complexity RuleBlock::complexity() const {
+ Complexity result;
+ result.comparison(1);
+ if (_activation.get()) {
+ result += _activation->complexity(this);
+ } else {
+ for (std::size_t i = 0; i < _rules.size(); ++i) {
+ result += _rules.at(i)->complexity(
+ _conjunction.get(), _disjunction.get(), _implication.get());
+ }
+ }
+ return result;
+ }
+
+ void RuleBlock::activate() {
+ if (not _activation.get()) {
+ _activation.reset(new General);
+ }
+ _activation->activate(this);
+ }
+
+ void RuleBlock::unloadRules() const {
+ for (std::size_t i = 0; i < _rules.size(); ++i) {
+ _rules.at(i)->unload();
+ }
+ }
+
+ void RuleBlock::loadRules(const Engine* engine) {
+ std::ostringstream exceptions;
+ bool throwException = false;
+ for (std::size_t i = 0; i < _rules.size(); ++i) {
+ Rule* rule = _rules.at(i);
+ if (rule->isLoaded()) {
+ rule->unload();
+ }
+ try {
+ rule->load(engine);
+ } catch (std::exception& ex) {
+ throwException = true;
+ exceptions << ex.what() << "\n";
+ }
+ }
+ if (throwException) {
+ Exception exception("[ruleblock error] the following "
+ "rules could not be loaded:\n" + exceptions.str(), FL_AT);
+ throw exception;
+ }
+ }
+
+ void RuleBlock::reloadRules(const Engine* engine) {
+ unloadRules();
+ loadRules(engine);
+ }
+
+ void RuleBlock::setName(std::string name) {
+ this->_name = name;
+ }
+
+ std::string RuleBlock::getName() const {
+ return this->_name;
+ }
+
+ void RuleBlock::setDescription(const std::string& description) {
+ this->_description = description;
+ }
+
+ std::string RuleBlock::getDescription() const {
+ return this->_description;
+ }
+
+ void RuleBlock::setConjunction(TNorm* tnorm) {
+ this->_conjunction.reset(tnorm);
+ }
+
+ TNorm* RuleBlock::getConjunction() const {
+ return this->_conjunction.get();
+ }
+
+ void RuleBlock::setDisjunction(SNorm* snorm) {
+ this->_disjunction.reset(snorm);
+ }
+
+ SNorm* RuleBlock::getDisjunction() const {
+ return this->_disjunction.get();
+ }
+
+ void RuleBlock::setImplication(TNorm* implication) {
+ this->_implication.reset(implication);
+ }
+
+ TNorm* RuleBlock::getImplication() const {
+ return this->_implication.get();
+ }
+
+ void RuleBlock::setActivation(Activation* activation) {
+ this->_activation.reset(activation);
+ }
+
+ Activation* RuleBlock::getActivation() const {
+ return this->_activation.get();
+ }
+
+ void RuleBlock::setEnabled(bool enabled) {
+ this->_enabled = enabled;
+ }
+
+ bool RuleBlock::isEnabled() const {
+ return this->_enabled;
+ }
+
+ std::string RuleBlock::toString() const {
+ return FllExporter().toString(this);
+ }
+
+ /**
+ * Operations for std::vector _rules
+ */
+ void RuleBlock::addRule(Rule* rule) {
+ _rules.push_back(rule);
+ }
+
+ void RuleBlock::insertRule(Rule* rule, std::size_t index) {
+ _rules.insert(_rules.begin() + index, rule);
+ }
+
+ Rule* RuleBlock::getRule(std::size_t index) const {
+ return _rules.at(index);
+ }
+
+ Rule* RuleBlock::removeRule(std::size_t index) {
+ Rule* result = _rules.at(index);
+ _rules.erase(_rules.begin() + index);
+ return result;
+ }
+
+ std::size_t RuleBlock::numberOfRules() const {
+ return _rules.size();
+ }
+
+ const std::vector<Rule*>& RuleBlock::rules() const {
+ return this->_rules;
+ }
+
+ void RuleBlock::setRules(const std::vector<Rule*>& rules) {
+ this->_rules = rules;
+ }
+
+ std::vector<Rule*>& RuleBlock::rules() {
+ return this->_rules;
+ }
+
+ RuleBlock* RuleBlock::clone() const {
+ return new RuleBlock(*this);
+ }
+
+}
diff --git a/fuzzylite/src/term/Activated.cpp b/fuzzylite/src/term/Activated.cpp
new file mode 100644
index 0000000..80eda6c
--- /dev/null
+++ b/fuzzylite/src/term/Activated.cpp
@@ -0,0 +1,110 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#include "fl/term/Activated.h"
+
+#include "fl/imex/FllExporter.h"
+
+namespace fl {
+
+ Activated::Activated(const Term* term, scalar degree, const TNorm* implication)
+ : Term(""), _term(term), _degree(degree), _implication(implication) {
+ if (term) setName(term->getName());
+ }
+
+ Activated::~Activated() { }
+
+ std::string Activated::className() const {
+ return "Activated";
+ }
+
+ Complexity Activated::complexity() const {
+ Complexity result;
+ result.comparison(3);
+ if (_implication) {
+ result += _implication->complexity();
+ }
+ if (_term) {
+ result += _term->complexity();
+ }
+ return result;
+ }
+
+ scalar Activated::membership(scalar x) const {
+ if (Op::isNaN(x)) return fl::nan;
+ if (not _term)
+ throw Exception("[activation error] no term available to activate", FL_AT);
+ if (not _implication)
+ throw Exception("[implication error] implication operator needed "
+ "to activate " + getTerm()->toString(), FL_AT);
+ return _implication->compute(_term->membership(x), _degree);
+ }
+
+ std::string Activated::parameters() const {
+ FllExporter exporter;
+ std::ostringstream ss;
+ ss << Op::str(getDegree()) << " " << exporter.toString(getImplication()) << " "
+ << exporter.toString(getTerm());
+ return ss.str();
+ }
+
+ void Activated::configure(const std::string& parameters) {
+ FL_IUNUSED(parameters);
+ }
+
+ std::string Activated::toString() const {
+ FllExporter exporter;
+ std::ostringstream ss;
+ if (getImplication()) {
+ ss << exporter.toString(getImplication()) << "("
+ << Op::str(getDegree()) << ","
+ << getTerm()->getName() << ")";
+ } else {
+ ss << "(" << Op::str(getDegree()) << "*" //"\u2297: (*)"
+ << getTerm()->getName() << ")";
+ }
+ return ss.str();
+ }
+
+ void Activated::setTerm(const Term* term) {
+ this->_term = term;
+ }
+
+ const Term* Activated::getTerm() const {
+ return this->_term;
+ }
+
+ void Activated::setDegree(scalar degree) {
+ this->_degree = degree;
+ }
+
+ scalar Activated::getDegree() const {
+ return this->_degree;
+ }
+
+ void Activated::setImplication(const TNorm* implication) {
+ this->_implication = implication;
+ }
+
+ const TNorm* Activated::getImplication() const {
+ return this->_implication;
+ }
+
+ Activated* Activated::clone() const {
+ return new Activated(*this);
+ }
+
+}
diff --git a/fuzzylite/src/term/Aggregated.cpp b/fuzzylite/src/term/Aggregated.cpp
new file mode 100644
index 0000000..d1e2c89
--- /dev/null
+++ b/fuzzylite/src/term/Aggregated.cpp
@@ -0,0 +1,247 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#include "fl/term/Aggregated.h"
+
+#include "fl/imex/FllExporter.h"
+#include "fl/norm/s/Maximum.h"
+
+namespace fl {
+
+ Aggregated::Aggregated(const std::string& name, scalar minimum, scalar maximum,
+ SNorm* aggregation)
+ : Term(name), _minimum(minimum), _maximum(maximum), _aggregation(aggregation) { }
+
+ Aggregated::Aggregated(const Aggregated& other) : Term(other) {
+ copyFrom(other);
+ }
+
+ Aggregated& Aggregated::operator=(const Aggregated& other) {
+ if (this != &other) {
+ clear();
+ _aggregation.reset(fl::null);
+
+ Term::operator=(other);
+ copyFrom(other);
+ }
+ return *this;
+ }
+
+ Aggregated::~Aggregated() { }
+
+ void Aggregated::copyFrom(const Aggregated& source) {
+ _minimum = source._minimum;
+ _maximum = source._maximum;
+
+ if (source._aggregation.get())
+ _aggregation.reset(source._aggregation->clone());
+
+ for (std::size_t i = 0; i < source._terms.size(); ++i) {
+ _terms.push_back(source._terms.at(i));
+ }
+ }
+
+ std::string Aggregated::className() const {
+ return "Aggregated";
+ }
+
+ Complexity Aggregated::complexity() const {
+ return complexityOfMembership();
+ }
+
+ Complexity Aggregated::complexityOfMembership() const {
+ Complexity result;
+ result.comparison(3);
+ if (_aggregation.get()) {
+ result += _aggregation->complexity().multiply(scalar(_terms.size()));
+ }
+ for (std::size_t i = 0; i < _terms.size(); ++i) {
+ result += _terms.at(i).complexity();
+ }
+ return result;
+ }
+
+ scalar Aggregated::membership(scalar x) const {
+ if (Op::isNaN(x)) return fl::nan;
+ if (not (_terms.empty() or _aggregation.get())) { //Exception for IntegralDefuzzifiers
+ throw Exception("[aggregation error] "
+ "aggregation operator needed to aggregate variable "
+ "<" + getName() + ">", FL_AT);
+ }
+ scalar mu = 0.0;
+ for (std::size_t i = 0; i < _terms.size(); ++i) {
+ mu = _aggregation->compute(mu, _terms.at(i).membership(x));
+ }
+ return mu;
+ }
+
+ Complexity Aggregated::complexityOfActivationDegree() const {
+ Complexity result;
+ result.comparison(2);
+ if (_aggregation.get()) {
+ result += _aggregation->complexity();
+ } else result.arithmetic(1);
+ result.multiply(scalar(_terms.size()));
+ return result;
+ }
+
+ scalar Aggregated::activationDegree(const Term* forTerm) const {
+ scalar result = 0.0;
+ for (std::size_t i = 0; i < _terms.size(); ++i) {
+ const Activated& activatedTerm = _terms.at(i);
+ if (activatedTerm.getTerm() == forTerm) {
+ if (_aggregation.get())
+ result = _aggregation->compute(result, activatedTerm.getDegree());
+ else
+ result += activatedTerm.getDegree(); //Default for WeightDefuzzifier
+ }
+ }
+ return result;
+ }
+
+ const Activated* Aggregated::highestActivatedTerm() const {
+ const Activated* maximumTerm = fl::null;
+ scalar maximumActivation = -fl::inf;
+ for (std::size_t i = 0; i < _terms.size(); ++i) {
+ const Activated& activated = _terms.at(i);
+ if (Op::isGt(activated.getDegree(), maximumActivation)) {
+ maximumActivation = activated.getDegree();
+ maximumTerm = &activated;
+ }
+ }
+ return maximumTerm;
+ }
+
+ std::string Aggregated::parameters() const {
+ FllExporter exporter;
+ std::ostringstream ss;
+ ss << exporter.toString(getAggregation());
+ ss << " " << Op::str(getMinimum()) << " " << Op::str(getMaximum()) << " ";
+ for (std::size_t i = 0; i < terms().size(); ++i) {
+ ss << " " << exporter.toString(&terms().at(i));
+ }
+ return ss.str();
+ }
+
+ void Aggregated::configure(const std::string& parameters) {
+ FL_IUNUSED(parameters);
+ }
+
+ Aggregated* Aggregated::clone() const {
+ return new Aggregated(*this);
+ }
+
+ std::string Aggregated::toString() const {
+ std::vector<std::string> aggregate;
+ for (std::size_t i = 0; i < terms().size(); ++i) {
+ aggregate.push_back(terms().at(i).toString());
+ }
+ FllExporter exporter;
+ std::ostringstream ss;
+ if (getAggregation()) {
+ ss << getName() << ": " << className() << " "
+ << exporter.toString(getAggregation()) << "["
+ << Op::join(aggregate, ",") << "]";
+ } else {
+ ss << getName() << ": " << className() << " " << "["
+ << Op::join(aggregate, "+") << "]"; //\u2295: (+)
+ }
+ return ss.str();
+ }
+
+ void Aggregated::setMinimum(scalar minimum) {
+ this->_minimum = minimum;
+ }
+
+ scalar Aggregated::getMinimum() const {
+ return this->_minimum;
+ }
+
+ void Aggregated::setMaximum(scalar maximum) {
+ this->_maximum = maximum;
+ }
+
+ scalar Aggregated::getMaximum() const {
+ return this->_maximum;
+ }
+
+ void Aggregated::setRange(scalar minimum, scalar maximum) {
+ setMinimum(minimum);
+ setMaximum(maximum);
+ }
+
+ scalar Aggregated::range() const {
+ return getMaximum() - getMinimum();
+ }
+
+ void Aggregated::setAggregation(SNorm* aggregation) {
+ this->_aggregation.reset(aggregation);
+ }
+
+ SNorm* Aggregated::getAggregation() const {
+ return this->_aggregation.get();
+ }
+
+ /**
+ * Operations for std::vector _terms
+ */
+
+
+ void Aggregated::addTerm(const Term* term, scalar degree, const TNorm* implication) {
+ _terms.push_back(Activated(term, degree, implication));
+ FL_DBG("Aggregating " << _terms.back().toString());
+ }
+
+ void Aggregated::addTerm(const Activated& term) {
+ _terms.push_back(term);
+ FL_DBG("Aggregating " << _terms.back().toString());
+ }
+
+ const Activated& Aggregated::removeTerm(std::size_t index) {
+ const Activated& term = _terms.at(index);
+ _terms.erase(_terms.begin() + index);
+ return term;
+ }
+
+ void Aggregated::clear() {
+ _terms.clear();
+ }
+
+ const Activated& Aggregated::getTerm(std::size_t index) const {
+ return _terms.at(index);
+ }
+
+ void Aggregated::setTerms(const std::vector<Activated>& terms) {
+ this->_terms = terms;
+ }
+
+ const std::vector<Activated>& Aggregated::terms() const {
+ return this->_terms;
+ }
+
+ std::vector<Activated>& Aggregated::terms() {
+ return this->_terms;
+ }
+
+ std::size_t Aggregated::numberOfTerms() const {
+ return _terms.size();
+ }
+
+ bool Aggregated::isEmpty() const {
+ return _terms.empty();
+ }
+
+}
diff --git a/fuzzylite/src/term/Bell.cpp b/fuzzylite/src/term/Bell.cpp
new file mode 100644
index 0000000..bd63753
--- /dev/null
+++ b/fuzzylite/src/term/Bell.cpp
@@ -0,0 +1,93 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#include "fl/term/Bell.h"
+
+namespace fl {
+
+ Bell::Bell(const std::string& name, scalar center, scalar width, scalar slope, scalar height)
+ : Term(name, height), _center(center), _width(width), _slope(slope) { }
+
+ Bell::~Bell() { }
+
+ std::string Bell::className() const {
+ return "Bell";
+ }
+
+ Complexity Bell::complexity() const {
+ return Complexity().comparison(1).arithmetic(6).function(2);
+ }
+
+ scalar Bell::membership(scalar x) const {
+ if (Op::isNaN(x)) return fl::nan;
+ return Term::_height * (1.0 / (1.0 + std::pow(std::abs((x - _center) / _width), 2.0 * _slope)));
+ }
+
+ std::string Bell::parameters() const {
+ return Op::join(3, " ", _center, _width, _slope) +
+ (not Op::isEq(getHeight(), 1.0) ? " " + Op::str(getHeight()) : "");
+ }
+
+ void Bell::configure(const std::string& parameters) {
+ if (parameters.empty()) return;
+ std::vector<std::string> values = Op::split(parameters, " ");
+ std::size_t required = 3;
+ if (values.size() < required) {
+ std::ostringstream ex;
+ ex << "[configuration error] term <" << className() << ">"
+ << " requires <" << required << "> parameters";
+ throw Exception(ex.str(), FL_AT);
+ }
+ setCenter(Op::toScalar(values.at(0)));
+ setWidth(Op::toScalar(values.at(1)));
+ setSlope(Op::toScalar(values.at(2)));
+ if (values.size() > required)
+ setHeight(Op::toScalar(values.at(required)));
+ }
+
+ void Bell::setWidth(scalar a) {
+ this->_width = a;
+ }
+
+ scalar Bell::getWidth() const {
+ return this->_width;
+ }
+
+ void Bell::setSlope(scalar b) {
+ this->_slope = b;
+ }
+
+ scalar Bell::getSlope() const {
+ return this->_slope;
+ }
+
+ void Bell::setCenter(scalar c) {
+ this->_center = c;
+ }
+
+ scalar Bell::getCenter() const {
+ return this->_center;
+ }
+
+ Bell* Bell::clone() const {
+ return new Bell(*this);
+ }
+
+ Term* Bell::constructor() {
+ return new Bell;
+ }
+
+}
diff --git a/fuzzylite/src/term/Binary.cpp b/fuzzylite/src/term/Binary.cpp
new file mode 100644
index 0000000..368530b
--- /dev/null
+++ b/fuzzylite/src/term/Binary.cpp
@@ -0,0 +1,96 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#include "fl/term/Binary.h"
+
+namespace fl {
+
+ Binary::Binary(const std::string& name, scalar start, scalar direction, scalar height)
+ : Term(name, height), _start(start), _direction(direction) { }
+
+ Binary::~Binary() { }
+
+ std::string Binary::className() const {
+ return "Binary";
+ }
+
+ Complexity Binary::complexity() const {
+ return Complexity().comparison(5).arithmetic(1);
+ }
+
+ scalar Binary::membership(scalar x) const {
+ if (Op::isNaN(x)) return fl::nan;
+ if (_direction > _start and Op::isGE(x, _start)) {
+ return Term::_height * 1.0;
+ }
+ if (_direction < _start and Op::isLE(x, _start)) {
+ return Term::_height * 1.0;
+ }
+ return Term::_height * 0.0;
+ }
+
+ std::string Binary::parameters() const {
+ return Op::join(2, " ", _start, _direction) +
+ (not Op::isEq(getHeight(), 1.0) ? " " + Op::str(getHeight()) : "");
+ }
+
+ void Binary::configure(const std::string& parameters) {
+ if (parameters.empty()) return;
+ std::vector<std::string> values = Op::split(parameters, " ");
+ std::size_t required = 2;
+ if (values.size() < required) {
+ std::ostringstream ex;
+ ex << "[configuration error] term <" << className() << ">"
+ << " requires <" << required << "> parameters";
+ throw Exception(ex.str(), FL_AT);
+ }
+ setStart(Op::toScalar(values.at(0)));
+ setDirection(Op::toScalar(values.at(1)));
+ if (values.size() > required)
+ setHeight(Op::toScalar(values.at(required)));
+ }
+
+ void Binary::setStart(scalar minimum) {
+ this->_start = minimum;
+ }
+
+ scalar Binary::getStart() const {
+ return this->_start;
+ }
+
+ void Binary::setDirection(scalar direction) {
+ this->_direction = direction;
+ }
+
+ scalar Binary::getDirection() const {
+ return this->_direction;
+ }
+
+ Binary::Direction Binary::direction() const {
+ if (this->_direction > _start) return Positive;
+ if (this->_direction < _start) return Negative;
+ return Undefined;
+ }
+
+ Binary* Binary::clone() const {
+ return new Binary(*this);
+ }
+
+ Term* Binary::constructor() {
+ return new Binary;
+ }
+
+}
diff --git a/fuzzylite/src/term/Concave.cpp b/fuzzylite/src/term/Concave.cpp
new file mode 100644
index 0000000..c585edc
--- /dev/null
+++ b/fuzzylite/src/term/Concave.cpp
@@ -0,0 +1,107 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#include "fl/term/Concave.h"
+
+namespace fl {
+
+ Concave::Concave(const std::string& name, scalar inflection, scalar end, scalar height)
+ : Term(name, height), _inflection(inflection), _end(end) { }
+
+ Concave::~Concave() { }
+
+ std::string Concave::className() const {
+ return "Concave";
+ }
+
+ Complexity Concave::complexity() const {
+ return Complexity().comparison(1 + 3).arithmetic(1 + 5);
+ }
+
+ scalar Concave::membership(scalar x) const {
+ if (Op::isNaN(x)) return fl::nan;
+ if (Op::isLE(_inflection, _end)) { //Concave increasing
+ if (Op::isLt(x, _end)) {
+ return Term::_height * (_end - _inflection) / (2.0 * _end - _inflection - x);
+ }
+ } else { //Concave decreasing
+ if (Op::isGt(x, _end)) {
+ return Term::_height * (_inflection - _end) / (_inflection - 2.0 * _end + x);
+ }
+ }
+ return Term::_height * 1.0;
+ }
+
+ scalar Concave::tsukamoto(scalar activationDegree, scalar minimum, scalar maximum) const {
+ FL_IUNUSED(minimum);
+ FL_IUNUSED(maximum);
+ scalar i = _inflection;
+ scalar e = _end;
+ return (i - e) / membership(activationDegree) + 2 * e - i;
+ }
+
+ bool Concave::isMonotonic() const {
+ return true;
+ }
+
+ std::string Concave::parameters() const {
+ return Op::join(2, " ", _inflection, _end) +
+ (not Op::isEq(getHeight(), 1.0) ? " " + Op::str(getHeight()) : "");
+
+ }
+
+ void Concave::configure(const std::string& parameters) {
+ if (parameters.empty()) return;
+ std::vector<std::string> values = Op::split(parameters, " ");
+ std::size_t required = 2;
+ if (values.size() < required) {
+ std::ostringstream ex;
+ ex << "[configuration error] term <" << className() << ">"
+ << " requires <" << required << "> parameters";
+ throw Exception(ex.str(), FL_AT);
+ }
+ setInflection(Op::toScalar(values.at(0)));
+ setEnd(Op::toScalar(values.at(1)));
+ if (values.size() > required)
+ setHeight(Op::toScalar(values.at(required)));
+
+ }
+
+ void Concave::setInflection(scalar start) {
+ this->_inflection = start;
+ }
+
+ scalar Concave::getInflection() const {
+ return this->_inflection;
+ }
+
+ void Concave::setEnd(scalar end) {
+ this->_end = end;
+ }
+
+ scalar Concave::getEnd() const {
+ return this->_end;
+ }
+
+ Concave* Concave::clone() const {
+ return new Concave(*this);
+ }
+
+ Term* Concave::constructor() {
+ return new Concave;
+ }
+
+}
diff --git a/fuzzylite/src/term/Constant.cpp b/fuzzylite/src/term/Constant.cpp
new file mode 100644
index 0000000..7c0422e
--- /dev/null
+++ b/fuzzylite/src/term/Constant.cpp
@@ -0,0 +1,64 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#include "fl/term/Constant.h"
+
+namespace fl {
+
+ Constant::Constant(const std::string& name, scalar value)
+ : Term(name), _value(value) { }
+
+ Constant::~Constant() { }
+
+ std::string Constant::className() const {
+ return "Constant";
+ }
+
+ Complexity Constant::complexity() const {
+ return Complexity();
+ }
+
+ scalar Constant::membership(scalar x) const {
+ FL_IUNUSED(x);
+ return this->_value;
+ }
+
+ std::string Constant::parameters() const {
+ return Op::str(_value);
+ }
+
+ void Constant::configure(const std::string& parameters) {
+ if (parameters.empty()) return;
+ setValue(Op::toScalar(parameters));
+ }
+
+ void Constant::setValue(scalar value) {
+ this->_value = value;
+ }
+
+ scalar Constant::getValue() const {
+ return this->_value;
+ }
+
+ Constant* Constant::clone() const {
+ return new Constant(*this);
+ }
+
+ Term* Constant::constructor() {
+ return new Constant;
+ }
+
+}
diff --git a/fuzzylite/src/term/Cosine.cpp b/fuzzylite/src/term/Cosine.cpp
new file mode 100644
index 0000000..78162ea
--- /dev/null
+++ b/fuzzylite/src/term/Cosine.cpp
@@ -0,0 +1,89 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#include "fl/term/Cosine.h"
+
+namespace fl {
+
+ Cosine::Cosine(const std::string& name, scalar center, scalar width, scalar height)
+ : Term(name, height), _center(center), _width(width) { }
+
+ Cosine::~Cosine() { }
+
+ std::string Cosine::className() const {
+ return "Cosine";
+ }
+
+ std::string Cosine::parameters() const {
+ return Op::join(2, " ", _center, _width) +
+ (not Op::isEq(getHeight(), 1.0) ? " " + Op::str(getHeight()) : "");
+ }
+
+ void Cosine::configure(const std::string& parameters) {
+ if (parameters.empty()) return;
+ std::vector<std::string> values = Op::split(parameters, " ");
+ std::size_t required = 2;
+ if (values.size() < required) {
+ std::ostringstream ex;
+ ex << "[configuration error] term <" << className() << ">"
+ << " requires <" << required << "> parameters";
+ throw Exception(ex.str(), FL_AT);
+ }
+ setCenter(Op::toScalar(values.at(0)));
+ setWidth(Op::toScalar(values.at(1)));
+ if (values.size() > required)
+ setHeight(Op::toScalar(values.at(required)));
+
+ }
+
+ Complexity Cosine::complexity() const {
+ return Complexity().comparison(3).arithmetic(4 + 1 + 7).function(2);
+ }
+
+ scalar Cosine::membership(scalar x) const {
+ if (Op::isNaN(x)) return fl::nan;
+ if (Op::isLt(x, _center - 0.5 * _width)
+ or Op::isGt(x, _center + 0.5 * _width))
+ return Term::_height * 0.0;
+ const scalar pi = 4.0 * std::atan(1.0);
+ return Term::_height * (0.5 * (1.0 + std::cos(2.0 / _width * pi * (x - _center))));
+ }
+
+ void Cosine::setCenter(scalar center) {
+ this->_center = center;
+ }
+
+ scalar Cosine::getCenter() const {
+ return this->_center;
+ }
+
+ void Cosine::setWidth(scalar width) {
+ this->_width = width;
+ }
+
+ scalar Cosine::getWidth() const {
+ return this->_width;
+ }
+
+ Cosine* Cosine::clone() const {
+ return new Cosine(*this);
+ }
+
+ Term* Cosine::constructor() {
+ return new Cosine;
+ }
+
+}
diff --git a/fuzzylite/src/term/Discrete.cpp b/fuzzylite/src/term/Discrete.cpp
new file mode 100644
index 0000000..9951867
--- /dev/null
+++ b/fuzzylite/src/term/Discrete.cpp
@@ -0,0 +1,230 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#include "fl/term/Discrete.h"
+
+namespace fl {
+
+ Discrete::Discrete(const std::string& name, const std::vector<Pair>& xy, scalar height)
+ : Term(name, height), _xy(xy) { }
+
+ Discrete::~Discrete() { }
+
+ std::string Discrete::className() const {
+ return "Discrete";
+ }
+
+ bool compare(const Discrete::Pair& a, const Discrete::Pair& b) {
+ return a.first < b.first;
+ }
+
+ void Discrete::sort(std::vector<Pair>& pairs) {
+ std::sort(pairs.begin(), pairs.end(), compare);
+ }
+
+ void Discrete::sort() {
+ std::sort(_xy.begin(), _xy.end(), compare);
+ }
+
+ Complexity Discrete::complexity() const {
+ return Complexity().comparison(1 + 4).arithmetic(1 + 1 + 1).function(1)
+ .function(2 * std::log(scalar(_xy.size())));
+ }
+
+ scalar Discrete::membership(scalar x) const {
+ if (Op::isNaN(x)) return fl::nan;
+ if (_xy.empty())
+ throw Exception("[discrete error] term is empty", FL_AT);
+
+ /* ______________________
+ / \
+ / \
+ ____________/ \____________
+ x[0] x[n-1]
+ */
+
+ if (Op::isLE(x, _xy.front().first))
+ return Term::_height * _xy.front().second;
+ if (Op::isGE(x, _xy.back().first))
+ return Term::_height * _xy.back().second;
+
+ const Pair value(x, fl::nan);
+ typedef std::vector<Discrete::Pair>::const_iterator Bound;
+ //std::lower_bound finds the first number greater than or equal to x
+ Bound lowerBound(std::lower_bound(_xy.begin(), _xy.end(), value, compare));
+
+ //if the lower bound is equal to x
+ if (Op::isEq(x, lowerBound->first)) {
+ return Term::_height * lowerBound->second;
+ }
+ //find the upper bound starting from a copy of lowerBound
+ const Bound upperBound(std::upper_bound(_xy.begin(), _xy.end(), value, compare));
+ --lowerBound; //One arithmetic
+ return Term::_height * Op::scale(x, lowerBound->first, upperBound->first,
+ lowerBound->second, upperBound->second);
+ }
+
+ std::string Discrete::parameters() const {
+ std::ostringstream ss;
+ for (std::size_t i = 0; i < _xy.size(); ++i) {
+ ss << Op::str(_xy.at(i).first) << " " << Op::str(_xy.at(i).second);
+ if (i + 1 < _xy.size()) ss << " ";
+ }
+ if (not Op::isEq(getHeight(), 1.0)) ss << " " << Op::str(getHeight());
+ return ss.str();
+ }
+
+ void Discrete::configure(const std::string& parameters) {
+ if (parameters.empty()) return;
+ std::vector<std::string> strValues = Op::split(parameters, " ");
+ std::vector<scalar> values(strValues.size());
+ for (std::size_t i = 0; i < strValues.size(); ++i) {
+ values.at(i) = Op::toScalar(strValues.at(i));
+ }
+ if (values.size() % 2 == 0) {
+ setHeight(1.0);
+ } else {
+ setHeight(values.back());
+ values.pop_back();
+ }
+ this->_xy = toPairs(values);
+ }
+
+ void Discrete::setXY(const std::vector<Pair>& xy) {
+ this->_xy = xy;
+ }
+
+ const std::vector<Discrete::Pair>& Discrete::xy() const {
+ return this->_xy;
+ }
+
+ std::vector<Discrete::Pair>& Discrete::xy() {
+ return this->_xy;
+ }
+
+ const Discrete::Pair& Discrete::xy(std::size_t index) const {
+ return this->_xy.at(index);
+ }
+
+ Discrete::Pair& Discrete::xy(std::size_t index) {
+ return this->_xy.at(index);
+ }
+
+ std::vector<scalar> Discrete::x() const {
+ std::vector<scalar> result(_xy.size());
+ for (std::size_t i = 0; i < result.size(); ++i) {
+ result.at(i) = _xy.at(i).first;
+ }
+ return result;
+ }
+
+ std::vector<scalar> Discrete::y() const {
+ std::vector<scalar> result(_xy.size());
+ for (std::size_t i = 0; i < result.size(); ++i) {
+ result.at(i) = _xy.at(i).second;
+ }
+ return result;
+ }
+
+ scalar Discrete::x(std::size_t index) const {
+ return _xy.at(index).first;
+ }
+
+ scalar& Discrete::x(std::size_t index) {
+ return _xy.at(index).first;
+ }
+
+ scalar Discrete::y(std::size_t index) const {
+ return _xy.at(index).second;
+ }
+
+ scalar& Discrete::y(std::size_t index) {
+ return _xy.at(index).second;
+ }
+
+ std::vector<Discrete::Pair> Discrete::toPairs(const std::vector<scalar>& xy) {
+ if (xy.size() % 2 != 0) {
+ std::ostringstream os;
+ os << "[discrete error] missing value in set of pairs (|xy|=" << xy.size() << ")";
+ throw Exception(os.str(), FL_AT);
+ }
+
+ std::vector<Pair> result((xy.size() + 1) / 2);
+ for (std::size_t i = 0; i + 1 < xy.size(); i += 2) {
+ result.at(i / 2).first = xy.at(i);
+ result.at(i / 2).second = xy.at(i + 1);
+ }
+ return result;
+ }
+
+ std::vector<Discrete::Pair> Discrete::toPairs(const std::vector<scalar>& xy,
+ scalar missingValue) FL_INOEXCEPT {
+ std::vector<Pair> result((xy.size() + 1) / 2);
+ for (std::size_t i = 0; i + 1 < xy.size(); i += 2) {
+ result.at(i / 2).first = xy.at(i);
+ result.at(i / 2).second = xy.at(i + 1);
+ }
+ if (xy.size() % 2 != 0) {
+ result.back().first = xy.back();
+ result.back().second = missingValue;
+ }
+ return result;
+ }
+
+ std::vector<scalar> Discrete::toVector(const std::vector<Pair>& xy) {
+ std::vector<scalar> result(xy.size() * 2);
+ for (std::size_t i = 0; i < xy.size(); ++i) {
+ result.at(2 * i) = xy.at(i).first;
+ result.at(2 * i + 1) = xy.at(i).second;
+ }
+ return result;
+ }
+
+ std::string Discrete::formatXY(const std::vector<Pair>& xy, const std::string& prefix,
+ const std::string& innerSeparator, const std::string& suffix, const std::string& outerSeparator) {
+ std::ostringstream os;
+ for (std::size_t i = 0; i < xy.size(); ++i) {
+ os << prefix << Op::str(xy.at(i).first) << innerSeparator
+ << Op::str(xy.at(i).second) << suffix;
+ if (i + 1 < xy.size()) os << outerSeparator;
+ }
+ return os.str();
+ }
+
+ Discrete* Discrete::discretize(const Term* term, scalar start, scalar end, int resolution,
+ bool boundedMembershipFunction) {
+ FL_unique_ptr<Discrete> result(new Discrete(term->getName()));
+ scalar dx = (end - start) / resolution;
+ scalar x, y;
+ for (int i = 0; i <= resolution; ++i) {
+ x = start + i * dx;
+ y = term->membership(x);
+ if (boundedMembershipFunction)
+ y = Op::bound(y, scalar(0.0), scalar(1.0));
+ result->xy().push_back(Discrete::Pair(x, y));
+ }
+ return result.release();
+ }
+
+ Discrete* Discrete::clone() const {
+ return new Discrete(*this);
+ }
+
+ Term* Discrete::constructor() {
+ return new Discrete;
+ }
+
+}
diff --git a/fuzzylite/src/term/Function.cpp b/fuzzylite/src/term/Function.cpp
new file mode 100644
index 0000000..42f4aaa
--- /dev/null
+++ b/fuzzylite/src/term/Function.cpp
@@ -0,0 +1,578 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#include "fl/term/Function.h"
+
+#include "fl/Engine.h"
+#include "fl/factory/FactoryManager.h"
+#include "fl/rule/Rule.h"
+#include "fl/variable/InputVariable.h"
+#include "fl/variable/OutputVariable.h"
+
+#include <queue>
+#include <stack>
+
+namespace fl {
+
+ /**
+ * Parsing elements
+ */
+
+
+ Function::Element::Element(const std::string& name, const std::string& description, Type type)
+ : name(name), description(description), type(type), unary(fl::null), binary(fl::null), arity(0),
+ precedence(0), associativity(-1) { }
+
+ Function::Element::Element(const std::string& name, const std::string& description,
+ Type type, Unary unary, int precedence, int associativity)
+ : name(name), description(description), type(type), unary(unary), binary(fl::null), arity(1),
+ precedence(precedence), associativity(associativity) { }
+
+ Function::Element::Element(const std::string& name, const std::string& description,
+ Type type, Binary binary, int precedence, int associativity)
+ : name(name), description(description), type(type), unary(fl::null), binary(binary), arity(2),
+ precedence(precedence), associativity(associativity) { }
+
+ Function::Element::~Element() { }
+
+ bool Function::Element::isOperator() const {
+ return type == Operator;
+ }
+
+ bool Function::Element::isFunction() const {
+ return type == Function;
+ }
+
+ Function::Element* Function::Element::clone() const {
+ return new Element(*this);
+ }
+
+ std::string Function::Element::toString() const {
+ std::ostringstream ss;
+
+ if (type == Operator) {
+ ss << "Operator (name=" << name << ", "
+ << "description=" << description << ", "
+ << "precedence=" << precedence << ", "
+ << "arity=" << arity << ", "
+ << "associativity=" << associativity << ", ";
+ if (arity == 1) ss << "pointer=" << unary;
+ else if (arity == 2) ss << "pointer=" << binary;
+ else ss << "pointer=error";
+ ss << ")";
+ } else if (type == Function) {
+ ss << "Function (name=" << name << ", "
+ << "description=" << description << ", "
+ << "arity=" << arity << ", "
+ << "associativity=" << associativity << ", ";
+ if (arity == 1) ss << "pointer=" << unary;
+ else if (arity == 2) ss << "pointer=" << binary;
+ else ss << "pointer=error";
+ ss << ")";
+ }
+ return ss.str();
+ }
+
+ /******************************
+ * Tree Node Elements
+ ******************************/
+
+ Function::Node::Node(Element* element, Node* left, Node* right)
+ : element(element), left(left), right(right), variable(""), value(fl::nan) { }
+
+ Function::Node::Node(const std::string& variable)
+ : element(fl::null), left(fl::null), right(fl::null), variable(variable), value(fl::nan) { }
+
+ Function::Node::Node(scalar value)
+ : element(fl::null), left(fl::null), right(fl::null), variable(""), value(value) { }
+
+ Function::Node::Node(const Node& other)
+ : element(fl::null), left(fl::null), right(fl::null), variable(""), value(fl::nan) {
+ copyFrom(other);
+ }
+
+ Function::Node& Function::Node::operator=(const Node& other) {
+ if (this != &other) {
+ element.reset(fl::null);
+ left.reset(fl::null);
+ right.reset(fl::null);
+
+ copyFrom(other);
+ }
+ return *this;
+ }
+
+ void Function::Node::copyFrom(const Node& other) {
+ if (other.element.get()) element.reset(other.element->clone());
+ if (other.left.get()) left.reset(other.left->clone());
+ if (other.right.get()) right.reset(other.right->clone());
+ variable = other.variable;
+ value = other.value;
+ }
+
+ Function::Node::~Node() { }
+
+ scalar Function::Node::evaluate(const std::map<std::string, scalar>* variables) const {
+ scalar result = fl::nan;
+ if (element.get()) {
+ if (element->unary) {
+ result = element->unary(left->evaluate(variables));
+ } else if (element->binary) {
+ result = element->binary(right->evaluate(variables), left->evaluate(variables));
+ } else {
+ std::ostringstream ex;
+ ex << "[function error] arity <" << element->arity << "> of "
+ << (element->isOperator() ? "operator" : "function") <<
+ " <" << element->name << "> is fl::null";
+ throw Exception(ex.str(), FL_AT);
+ }
+
+ } else if (not variable.empty()) {
+ if (not variables) {
+ throw Exception("[function error] "
+ "expected a map of variables, but none was provided", FL_AT);
+ }
+ std::map<std::string, scalar>::const_iterator it = variables->find(variable);
+ if (it != variables->end()) result = it->second;
+ else throw Exception("[function error] "
+ "unknown variable <" + variable + ">", FL_AT);
+ } else {
+ result = value;
+ }
+ return result;
+ }
+
+ std::size_t Function::Node::treeSize(const Node* root) const {
+ if (not root) root = this;
+ std::size_t result = 0;
+ if (root->left.get()) {
+ result += treeSize(root->left.get());
+ }
+ if (root->right.get()) {
+ result += treeSize(root->right.get());
+ }
+ if (root->element.get()) {
+ result += 1;
+ }
+ return result;
+ }
+
+ std::size_t Function::Node::treeSize(Element::Type type, const Node* root) const {
+ if (not root) root = this;
+ std::size_t result = 0;
+ if (root->left.get()) {
+ result += treeSize(type, root->left.get());
+ }
+ if (root->right.get()) {
+ result += treeSize(type, root->right.get());
+ }
+ if (root->element.get() and root->element->type == type) {
+ result += 1;
+ }
+ return result;
+ }
+
+ Function::Node* Function::Node::clone() const {
+ return new Node(*this);
+ }
+
+ std::string Function::Node::toString() const {
+ std::ostringstream ss;
+ if (element.get()) ss << element->name;
+ else if (not variable.empty()) ss << variable;
+ else ss << Op::str(value);
+ return ss.str();
+ }
+
+ std::string Function::Node::toPrefix(const Node* node) const {
+ if (not node) node = this;
+ if (not Op::isNaN(node->value)) { //is terminal
+ return Op::str(node->value);
+ }
+ if (not node->variable.empty()) {
+ return node->variable;
+ }
+
+ std::ostringstream ss;
+ ss << node->toString();
+ if (node->left.get())
+ ss << " " << this->toPrefix(node->left.get());
+ if (node->right.get())
+ ss << " " << this->toPrefix(node->right.get());
+ return ss.str();
+ }
+
+ std::string Function::Node::toInfix(const Node* node) const {
+ if (not node) node = this;
+ if (not Op::isNaN(node->value)) { //is proposition
+ return Op::str(node->value);
+ }
+ if (not node->variable.empty()) {
+ return node->variable;
+ }
+
+ std::ostringstream ss;
+ if (node->left.get())
+ ss << this->toInfix(node->left.get()) << " ";
+ ss << node->toString();
+ if (node->right.get())
+ ss << " " << this->toInfix(node->right.get());
+ return ss.str();
+ }
+
+ std::string Function::Node::toPostfix(const Node* node) const {
+ if (not node) node = this;
+ if (not Op::isNaN(node->value)) { //is proposition
+ return Op::str(node->value);
+ }
+ if (not node->variable.empty()) {
+ return node->variable;
+ }
+
+ std::ostringstream ss;
+ if (node->left.get())
+ ss << this->toPostfix(node->left.get()) << " ";
+ if (node->right.get())
+ ss << this->toPostfix(node->right.get()) << " ";
+ ss << node->toString();
+ return ss.str();
+ }
+
+ /**********************************
+ * Function class.
+ **********************************/
+ Function::Function(const std::string& name,
+ const std::string& formula, const Engine* engine)
+ : Term(name), _root(fl::null), _formula(formula), _engine(engine) { }
+
+ Function::Function(const Function& other) : Term(other),
+ _root(fl::null), _formula(other._formula), _engine(other._engine) {
+ if (other._root.get()) _root.reset(other._root->clone());
+ variables = other.variables;
+ }
+
+ Function& Function::operator=(const Function& other) {
+ if (this != &other) {
+ _root.reset(fl::null);
+
+ Term::operator=(other);
+ _formula = other._formula;
+ _engine = other._engine;
+ if (other._root.get()) _root.reset(other._root->clone());
+ variables = other.variables;
+ }
+ return *this;
+ }
+
+ Function::~Function() { }
+
+ std::string Function::className() const {
+ return "Function";
+ }
+
+ Complexity Function::complexity() const {
+ Complexity result;
+ result.comparison(2 + 2); //membership(scalar) + membership(std::map)
+ if (_engine) { //insert variables in map
+ const std::size_t engineVariables = _engine->variables().size();
+ result.function(engineVariables * std::log(scalar(variables.size() + engineVariables)));
+ result.function(1 * std::log(scalar(variables.size() + engineVariables)));
+ }
+ if (_root.get()) {
+ //Node::evaluate multiplies by tree size
+ const scalar treeSize = scalar(_root->treeSize());
+ result.comparison(3 * treeSize); //if element, unary, binary
+ result.function(treeSize * std::log(treeSize)); //only operands in tree
+ }
+ return result;
+ }
+
+ scalar Function::membership(scalar x) const {
+ if (not _root.get()) {
+ throw Exception("[function error] function <" + _formula + "> not loaded.", FL_AT);
+ }
+ if (_engine) {
+ for (std::size_t i = 0; i < _engine->numberOfInputVariables(); ++i) {
+ InputVariable* input = _engine->getInputVariable(i);
+ this->variables[input->getName()] = input->getValue();
+ }
+ for (std::size_t i = 0; i < _engine->numberOfOutputVariables(); ++i) {
+ OutputVariable* output = _engine->getOutputVariable(i);
+ this->variables[output->getName()] = output->getValue();
+ }
+ }
+ this->variables["x"] = x;
+ return this->evaluate(&this->variables);
+ }
+
+ scalar Function::evaluate(const std::map<std::string, scalar>* localVariables) const {
+ if (not _root.get())
+ throw Exception("[function error] evaluation failed because the function is not loaded", FL_AT);
+ if (localVariables)
+ return _root->evaluate(localVariables);
+ return _root->evaluate(&this->variables);
+ }
+
+ std::string Function::parameters() const {
+ return getFormula();
+ }
+
+ void Function::configure(const std::string& parameters) {
+ load(parameters);
+ }
+
+ Function* Function::create(const std::string& name,
+ const std::string& infix, const Engine* engine) {
+ FL_unique_ptr<Function> result(new Function(name));
+ result->load(infix, engine);
+ return result.release();
+ }
+
+ bool Function::isLoaded() const {
+ return this->_root.get() != fl::null;
+ }
+
+ void Function::unload() {
+ this->_root.reset(fl::null);
+ this->variables.clear();
+ }
+
+ void Function::load() {
+ load(getFormula());
+ }
+
+ void Function::load(const std::string& formula) {
+ load(formula, getEngine());
+ }
+
+ void Function::load(const std::string& formula,
+ const Engine* engine) {
+ setFormula(formula);
+ setEngine(engine);
+ this->_root.reset(parse(formula));
+ membership(0.0); //make sure function evaluates without throwing exception.
+ }
+
+ void Function::setFormula(const std::string& formula) {
+ this->_formula = formula;
+ }
+
+ std::string Function::getFormula() const {
+ return this->_formula;
+ }
+
+ void Function::setEngine(const Engine* engine) {
+ this->_engine = engine;
+ }
+
+ const Engine* Function::getEngine() const {
+ return this->_engine;
+ }
+
+ Function::Node* Function::root() const {
+ return this->_root.get();
+ }
+
+ Function* Function::clone() const {
+ return new Function(*this);
+ }
+
+ Term* Function::constructor() {
+ return new Function;
+ }
+
+ void Function::updateReference(const Engine* engine) {
+ setEngine(engine);
+ try {
+ load();
+ } catch (...) {
+ //ignore
+ }
+ }
+
+ std::string Function::space(const std::string& formula) const {
+ std::vector<std::string> chars;
+ chars.push_back("(");
+ chars.push_back(")");
+ chars.push_back(",");
+
+ std::vector<std::string> operators = FactoryManager::instance()->function()->availableOperators();
+ for (std::size_t i = 0; i < operators.size(); ++i) {
+ if (not (operators.at(i) == Rule::andKeyword() or
+ operators.at(i) == Rule::orKeyword())) {
+ chars.push_back(operators.at(i));
+ }
+ }
+
+ std::string result = formula;
+ for (std::size_t i = 0; i < chars.size(); ++i) {
+ result = Op::findReplace(result, chars.at(i), " " + chars.at(i) + " ");
+ }
+ return result;
+ }
+
+ /****************************************
+ * The Glorious Parser
+ * Shunting-yard algorithm
+ * @todo: maybe change it for http://en.wikipedia.org/wiki/Operator-precedence_parser
+ ***************************************/
+
+ std::string Function::toPostfix(const std::string& formula) const {
+ std::string spacedFormula = space(formula);
+
+ std::queue<std::string> queue;
+ std::stack<std::string> stack;
+
+ std::stringstream tokenizer(spacedFormula);
+ std::string token;
+ FunctionFactory* factory = FactoryManager::instance()->function();
+ while (tokenizer >> token) {
+ Element* element = factory->getObject(token);
+ bool isOperand = not element and token != "(" and token != ")" and token != ",";
+
+ if (isOperand) {
+ queue.push(token);
+
+ } else if (element and element->isFunction()) {
+ stack.push(token);
+
+ } else if (token == ",") {
+ while (not stack.empty() and stack.top() != "(") {
+ queue.push(stack.top());
+ stack.pop();
+ }
+ if (stack.empty() or stack.top() != "(") {
+ std::ostringstream ex;
+ ex << "[parsing error] mismatching parentheses in: " << formula;
+ throw Exception(ex.str(), FL_AT);
+ }
+
+ } else if (element and element->isOperator()) {
+ Element* op1 = element;
+ for (;;) {
+ Element* op2 = fl::null;
+ if (not stack.empty()) op2 = factory->getObject(stack.top());
+ if (not op2) break;
+
+ if ((op1->associativity < 0 and op1->precedence == op2->precedence)
+ or op1->precedence < op2->precedence) {
+ queue.push(stack.top());
+ stack.pop();
+ } else
+ break;
+ }
+ stack.push(token);
+
+ } else if (token == "(") {
+ stack.push(token);
+
+ } else if (token == ")") {
+ while (not stack.empty() and stack.top() != "(") {
+ queue.push(stack.top());
+ stack.pop();
+ }
+ if (stack.empty() or stack.top() != "(") {
+ std::ostringstream ex;
+ ex << "[parsing error] mismatching parentheses in: " << formula;
+ throw Exception(ex.str(), FL_AT);
+ }
+ stack.pop(); //get rid of "("
+
+ Element* top = fl::null;
+ if (not stack.empty()) top = factory->getObject(stack.top());
+ if (top and top->isFunction()) {
+ queue.push(stack.top());
+ stack.pop();
+ }
+ } else {
+ std::ostringstream ex;
+ ex << "[parsing error] unexpected error with token <" << token << ">";
+ throw Exception(ex.str(), FL_AT);
+ }
+ }
+
+ while (not stack.empty()) {
+ if (stack.top() == "(" or stack.top() == ")") {
+ std::ostringstream ex;
+ ex << "[parsing error] mismatching parentheses in: " << formula;
+ throw Exception(ex.str(), FL_AT);
+ }
+ queue.push(stack.top());
+ stack.pop();
+ }
+
+ std::stringstream ssPostfix;
+ while (not queue.empty()) {
+ ssPostfix << queue.front();
+ queue.pop();
+ if (not queue.empty()) ssPostfix << " ";
+ }
+ return ssPostfix.str();
+ }
+
+ Function::Node* Function::parse(const std::string& formula) {
+ if (formula.empty())
+ throw Exception("[function error] formula is empty", FL_AT);
+ std::string postfix = toPostfix(formula);
+
+ std::stack<Node*> stack;
+
+ std::istringstream tokenizer(postfix);
+ std::string token;
+ FunctionFactory* factory = FactoryManager::instance()->function();
+ while (tokenizer >> token) {
+ Element* element = factory->getObject(token);
+ bool isOperand = not element and token != "(" and token != ")" and token != ",";
+
+ if (element) {
+ if (element->arity > static_cast<int> (stack.size())) {
+ std::ostringstream ss;
+ ss << "[function error] " << (element->isOperator() ? "operator" : "function") <<
+ " <" << element->name << "> has arity <" << element->arity << ">, "
+ "but found <" << stack.size() << "> element" <<
+ (stack.size() == 1 ? "" : "s");
+ throw Exception(ss.str(), FL_AT);
+ }
+
+ Node* node = new Node(element->clone());
+ node->left.reset(stack.top());
+ stack.pop();
+ if (element->arity == 2) {
+ node->right.reset(stack.top());
+ stack.pop();
+ }
+ stack.push(node);
+
+ } else if (isOperand) {
+ Node* node;
+ try {
+ scalar value = Op::toScalar(token);
+ node = new Node(value);
+ } catch (std::exception& ex) {
+ FL_IUNUSED(ex);
+ node = new Node(token);
+ }
+ stack.push(node);
+ }
+ }
+
+ if (stack.size() != 1)
+ throw Exception("[function error] ill-formed formula <" + formula + ">", FL_AT);
+
+ return stack.top();
+ }
+
+}
diff --git a/fuzzylite/src/term/Gaussian.cpp b/fuzzylite/src/term/Gaussian.cpp
new file mode 100644
index 0000000..8413b59
--- /dev/null
+++ b/fuzzylite/src/term/Gaussian.cpp
@@ -0,0 +1,86 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#include "fl/term/Gaussian.h"
+
+namespace fl {
+
+ Gaussian::Gaussian(const std::string& name,
+ scalar mean, scalar standardDeviation, scalar height)
+ : Term(name, height), _mean(mean), _standardDeviation(standardDeviation) { }
+
+ Gaussian::~Gaussian() { }
+
+ std::string Gaussian::className() const {
+ return "Gaussian";
+ }
+
+ Complexity Gaussian::complexity() const {
+ return Complexity().comparison(1).arithmetic(7).function(1);
+ }
+
+ scalar Gaussian::membership(scalar x) const {
+ if (Op::isNaN(x)) return fl::nan;
+ return Term::_height * std::exp((-(x - _mean) * (x - _mean)) / (2.0 * _standardDeviation * _standardDeviation));
+ }
+
+ std::string Gaussian::parameters() const {
+ return Op::join(2, " ", _mean, _standardDeviation) +
+ (not Op::isEq(getHeight(), 1.0) ? " " + Op::str(getHeight()) : "");
+ }
+
+ void Gaussian::configure(const std::string& parameters) {
+ if (parameters.empty()) return;
+ std::vector<std::string> values = Op::split(parameters, " ");
+ std::size_t required = 2;
+ if (values.size() < required) {
+ std::ostringstream ex;
+ ex << "[configuration error] term <" << className() << ">"
+ << " requires <" << required << "> parameters";
+ throw Exception(ex.str(), FL_AT);
+ }
+ setMean(Op::toScalar(values.at(0)));
+ setStandardDeviation(Op::toScalar(values.at(1)));
+ if (values.size() > required)
+ setHeight(Op::toScalar(values.at(required)));
+ }
+
+ void Gaussian::setMean(scalar mean) {
+ this->_mean = mean;
+ }
+
+ scalar Gaussian::getMean() const {
+ return this->_mean;
+ }
+
+ void Gaussian::setStandardDeviation(scalar standardDeviation) {
+ this->_standardDeviation = standardDeviation;
+ }
+
+ scalar Gaussian::getStandardDeviation() const {
+ return this->_standardDeviation;
+ }
+
+ Gaussian* Gaussian::clone() const {
+ return new Gaussian(*this);
+ }
+
+ Term* Gaussian::constructor() {
+ return new Gaussian;
+ }
+
+
+}
diff --git a/fuzzylite/src/term/GaussianProduct.cpp b/fuzzylite/src/term/GaussianProduct.cpp
new file mode 100644
index 0000000..791790c
--- /dev/null
+++ b/fuzzylite/src/term/GaussianProduct.cpp
@@ -0,0 +1,117 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#include "fl/term/GaussianProduct.h"
+
+namespace fl {
+
+ GaussianProduct::GaussianProduct(const std::string& name,
+ scalar meanA, scalar standardDeviationA, scalar meanB, scalar standardDeviationB,
+ scalar height)
+ : Term(name, height), _meanA(meanA), _standardDeviationA(standardDeviationA),
+ _meanB(meanB), _standardDeviationB(standardDeviationB) { }
+
+ GaussianProduct::~GaussianProduct() { }
+
+ std::string GaussianProduct::className() const {
+ return "GaussianProduct";
+ }
+
+ Complexity GaussianProduct::complexity() const {
+ return Complexity().comparison(1 + 2).arithmetic(9 + 9 + 2).function(2);
+ }
+
+ scalar GaussianProduct::membership(scalar x) const {
+ if (Op::isNaN(x)) return fl::nan;
+
+ scalar a = 1.0, b = 1.0;
+ if (Op::isLt(x, _meanA)) {
+ a = std::exp((-(x - _meanA) * (x - _meanA)) /
+ (2.0 * _standardDeviationA * _standardDeviationA));
+ }
+ if (Op::isGt(x, _meanB)) {
+ b = std::exp((-(x - _meanB) * (x - _meanB)) /
+ (2.0 * _standardDeviationB * _standardDeviationB));
+ }
+
+ return Term::_height * a * b;
+ }
+
+ std::string GaussianProduct::parameters() const {
+ return Op::join(4, " ", _meanA, _standardDeviationA, _meanB, _standardDeviationB) +
+ (not Op::isEq(getHeight(), 1.0) ? " " + Op::str(getHeight()) : "");
+ }
+
+ void GaussianProduct::configure(const std::string& parameters) {
+ if (parameters.empty()) return;
+ std::vector<std::string> values = Op::split(parameters, " ");
+ std::size_t required = 4;
+ if (values.size() < required) {
+ std::ostringstream ex;
+ ex << "[configuration error] term <" << className() << ">"
+ << " requires <" << required << "> parameters";
+ throw Exception(ex.str(), FL_AT);
+ }
+ setMeanA(Op::toScalar(values.at(0)));
+ setStandardDeviationA(Op::toScalar(values.at(1)));
+ setMeanB(Op::toScalar(values.at(2)));
+ setStandardDeviationB(Op::toScalar(values.at(3)));
+ if (values.size() > required)
+ setHeight(Op::toScalar(values.at(required)));
+ }
+
+ void GaussianProduct::setMeanA(scalar meanA) {
+ this->_meanA = meanA;
+ }
+
+ scalar GaussianProduct::getMeanA() const {
+ return this->_meanA;
+ }
+
+ void GaussianProduct::setStandardDeviationA(scalar sigmaA) {
+ this->_standardDeviationA = sigmaA;
+ }
+
+ scalar GaussianProduct::getStandardDeviationA() const {
+ return this->_standardDeviationA;
+ }
+
+ void GaussianProduct::setMeanB(scalar meanB) {
+ this->_meanB = meanB;
+ }
+
+ scalar GaussianProduct::getMeanB() const {
+ return this->_meanB;
+ }
+
+ void GaussianProduct::setStandardDeviationB(scalar sigmaB) {
+ this->_standardDeviationB = sigmaB;
+ }
+
+ scalar GaussianProduct::getStandardDeviationB() const {
+ return this->_standardDeviationB;
+ }
+
+ GaussianProduct* GaussianProduct::clone() const {
+ return new GaussianProduct(*this);
+ }
+
+ Term* GaussianProduct::constructor() {
+ return new GaussianProduct;
+ }
+
+
+}
diff --git a/fuzzylite/src/term/Linear.cpp b/fuzzylite/src/term/Linear.cpp
new file mode 100644
index 0000000..e6efb43
--- /dev/null
+++ b/fuzzylite/src/term/Linear.cpp
@@ -0,0 +1,115 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#include "fl/term/Linear.h"
+
+#include "fl/variable/InputVariable.h"
+
+namespace fl {
+
+ Linear::Linear(const std::string& name,
+ const std::vector<scalar>& coefficients,
+ const Engine* engine)
+ : Term(name), _coefficients(coefficients), _engine(engine) { }
+
+ Linear::~Linear() { }
+
+ std::string Linear::className() const {
+ return "Linear";
+ }
+
+ Complexity Linear::complexity() const {
+ Complexity result;
+ result.comparison(1 + 1);
+ if (_engine) {
+ result.arithmetic(scalar(_engine->variables().size()));
+ result.comparison(scalar(_engine->variables().size())); //if (i < coefficients)
+ }
+ return result;
+ }
+
+ scalar Linear::membership(scalar x) const {
+ FL_IUNUSED(x);
+ if (not _engine)
+ throw Exception("[linear error] term <" + getName() + "> "
+ "is missing a reference to the engine", FL_AT);
+
+ scalar result = 0.0;
+ const std::size_t numberOfInputVariables = _engine->inputVariables().size();
+ const std::size_t numberOfCoefficients = _coefficients.size();
+ for (std::size_t i = 0; i < numberOfInputVariables; ++i) {
+ if (i < numberOfCoefficients)
+ result += _coefficients.at(i) * _engine->inputVariables().at(i)->getValue();
+ }
+ if (numberOfCoefficients > numberOfInputVariables) {
+ result += _coefficients.back();
+ }
+ return result;
+ }
+
+ void Linear::set(const std::vector<scalar>& coefficients, const Engine* engine) {
+ setCoefficients(coefficients);
+ setEngine(engine);
+ }
+
+ void Linear::setCoefficients(const std::vector<scalar>& coefficients) {
+ this->_coefficients = coefficients;
+ }
+
+ const std::vector<scalar>& Linear::coefficients() const {
+ return this->_coefficients;
+ }
+
+ std::vector<scalar>& Linear::coefficients() {
+ return this->_coefficients;
+ }
+
+ void Linear::setEngine(const Engine* engine) {
+ this->_engine = engine;
+ }
+
+ const Engine* Linear::getEngine() const {
+ return this->_engine;
+ }
+
+ std::string Linear::parameters() const {
+ return Op::join(this->_coefficients, " ");
+ }
+
+ void Linear::configure(const std::string& parameters) {
+ this->_coefficients.clear();
+ if (parameters.empty()) return;
+ std::vector<std::string> strValues = Op::split(parameters, " ");
+ std::vector<scalar> values;
+ for (std::size_t i = 0; i < strValues.size(); ++i) {
+ values.push_back(Op::toScalar(strValues.at(i)));
+ }
+ this->_coefficients = values;
+ }
+
+ Linear* Linear::clone() const {
+ return new Linear(*this);
+ }
+
+ void Linear::updateReference(const Engine* engine) {
+ setEngine(engine);
+ }
+
+ Term* Linear::constructor() {
+ return new Linear;
+ }
+
+}
diff --git a/fuzzylite/src/term/PiShape.cpp b/fuzzylite/src/term/PiShape.cpp
new file mode 100644
index 0000000..6c91f54
--- /dev/null
+++ b/fuzzylite/src/term/PiShape.cpp
@@ -0,0 +1,123 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#include "fl/term/PiShape.h"
+
+namespace fl {
+
+ PiShape::PiShape(const std::string& name, scalar bottomLeft, scalar topLeft,
+ scalar topRight, scalar bottomRight, scalar height)
+ : Term(name, height), _bottomLeft(bottomLeft), _topLeft(topLeft),
+ _topRight(topRight), _bottomRight(bottomRight) { }
+
+ PiShape::~PiShape() { }
+
+ std::string PiShape::className() const {
+ return "PiShape";
+ }
+
+ Complexity PiShape::complexity() const {
+ return Complexity().comparison(1 + 6).arithmetic(1 + 5 + 5).function(1 + 1);
+ }
+
+ scalar PiShape::membership(scalar x) const {
+ if (Op::isNaN(x)) return fl::nan;
+
+ scalar sshape;
+ if (Op::isLE(x, _bottomLeft))
+ sshape = 0.0;
+ else if (Op::isLE(x, 0.5 * (_bottomLeft + _topLeft)))
+ sshape = 2.0 * std::pow((x - _bottomLeft) / (_topLeft - _bottomLeft), 2);
+ else if (Op::isLt(x, _topLeft))
+ sshape = 1.0 - 2.0 * std::pow((x - _topLeft) / (_topLeft - _bottomLeft), 2);
+ else sshape = 1.0;
+
+ scalar zshape;
+ if (Op::isLE(x, _topRight))
+ zshape = 1.0;
+ else if (Op::isLE(x, 0.5 * (_topRight + _bottomRight)))
+ zshape = 1.0 - 2.0 * std::pow((x - _topRight) / (_bottomRight - _topRight), 2);
+ else if (Op::isLt(x, _bottomRight))
+ zshape = 2.0 * std::pow((x - _bottomRight) / (_bottomRight - _topRight), 2);
+ else zshape = 0.0;
+
+ return Term::_height * sshape * zshape;
+ }
+
+ std::string PiShape::parameters() const {
+ return Op::join(4, " ", _bottomLeft, _topLeft, _topRight, _bottomRight) +
+ (not Op::isEq(getHeight(), 1.0) ? " " + Op::str(getHeight()) : "");
+ }
+
+ void PiShape::configure(const std::string& parameters) {
+ if (parameters.empty()) return;
+ std::vector<std::string> values = Op::split(parameters, " ");
+ std::size_t required = 4;
+ if (values.size() < required) {
+ std::ostringstream ex;
+ ex << "[configuration error] term <" << className() << ">"
+ << " requires <" << required << "> parameters";
+ throw Exception(ex.str(), FL_AT);
+ }
+ setBottomLeft(Op::toScalar(values.at(0)));
+ setTopLeft(Op::toScalar(values.at(1)));
+ setTopRight(Op::toScalar(values.at(2)));
+ setBottomRight(Op::toScalar(values.at(3)));
+ if (values.size() > required)
+ setHeight(Op::toScalar(values.at(required)));
+ }
+
+ void PiShape::setBottomLeft(scalar a) {
+ this->_bottomLeft = a;
+ }
+
+ scalar PiShape::getBottomLeft() const {
+ return this->_bottomLeft;
+ }
+
+ void PiShape::setTopLeft(scalar b) {
+ this->_topLeft = b;
+ }
+
+ scalar PiShape::getTopLeft() const {
+ return this->_topLeft;
+ }
+
+ void PiShape::setTopRight(scalar d) {
+ this->_topRight = d;
+ }
+
+ scalar PiShape::getTopRight() const {
+ return this->_topRight;
+ }
+
+ void PiShape::setBottomRight(scalar c) {
+ this->_bottomRight = c;
+ }
+
+ scalar PiShape::getBottomRight() const {
+ return this->_bottomRight;
+ }
+
+ PiShape* PiShape::clone() const {
+ return new PiShape(*this);
+ }
+
+ Term* PiShape::constructor() {
+ return new PiShape;
+ }
+
+}
diff --git a/fuzzylite/src/term/Ramp.cpp b/fuzzylite/src/term/Ramp.cpp
new file mode 100644
index 0000000..d29233d
--- /dev/null
+++ b/fuzzylite/src/term/Ramp.cpp
@@ -0,0 +1,119 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#include "fl/term/Ramp.h"
+
+namespace fl {
+
+ Ramp::Ramp(const std::string& name, scalar start, scalar end, scalar height)
+ : Term(name, height), _start(start), _end(end) { }
+
+ Ramp::~Ramp() { }
+
+ std::string Ramp::className() const {
+ return "Ramp";
+ }
+
+ Complexity Ramp::complexity() const {
+ return Complexity().comparison(1 + 4).arithmetic(1 + 3);
+ }
+
+ scalar Ramp::membership(scalar x) const {
+ if (Op::isNaN(x)) return fl::nan;
+
+ if (Op::isEq(_start, _end))
+ return Term::_height * 0.0;
+
+ if (Op::isLt(_start, _end)) {
+ if (Op::isLE(x, _start))
+ return Term::_height * 0.0;
+ if (Op::isGE(x, _end))
+ return Term::_height * 1.0;
+ return Term::_height * (x - _start) / (_end - _start);
+ } else {
+ if (Op::isGE(x, _start))
+ return Term::_height * 0.0;
+ if (Op::isLE(x, _end))
+ return Term::_height * 1.0;
+ return Term::_height * (_start - x) / (_start - _end);
+ }
+ }
+
+ scalar Ramp::tsukamoto(scalar activationDegree, scalar minimum, scalar maximum) const {
+ FL_IUNUSED(minimum);
+ FL_IUNUSED(maximum);
+ return Op::scale(activationDegree, 0, 1, _start, _end);
+ }
+
+ bool Ramp::isMonotonic() const {
+ return true;
+ }
+
+ std::string Ramp::parameters() const {
+ return Op::join(2, " ", _start, _end) +
+ (not Op::isEq(getHeight(), 1.0) ? " " + Op::str(getHeight()) : "");
+ }
+
+ void Ramp::configure(const std::string& parameters) {
+ if (parameters.empty()) return;
+ std::vector<std::string> values = Op::split(parameters, " ");
+ std::size_t required = 2;
+ if (values.size() < required) {
+ std::ostringstream ex;
+ ex << "[configuration error] term <" << className() << ">"
+ << " requires <" << required << "> parameters";
+ throw Exception(ex.str(), FL_AT);
+ }
+ setStart(Op::toScalar(values.at(0)));
+ setEnd(Op::toScalar(values.at(1)));
+ if (values.size() > required)
+ setHeight(Op::toScalar(values.at(required)));
+ }
+
+ void Ramp::setStart(scalar start) {
+ this->_start = start;
+ }
+
+ scalar Ramp::getStart() const {
+ return this->_start;
+ }
+
+ void Ramp::setEnd(scalar end) {
+ this->_end = end;
+ }
+
+ scalar Ramp::getEnd() const {
+ return this->_end;
+ }
+
+ Ramp::Direction Ramp::direction() const {
+ scalar range = this->_end - this->_start;
+ if (not Op::isFinite(range) or Op::isEq(range, 0.0)) return Zero;
+
+ if (Op::isGt(range, 0.0)) return Positive;
+
+ return Negative;
+ }
+
+ Ramp* Ramp::clone() const {
+ return new Ramp(*this);
+ }
+
+ Term* Ramp::constructor() {
+ return new Ramp;
+ }
+
+}
diff --git a/fuzzylite/src/term/Rectangle.cpp b/fuzzylite/src/term/Rectangle.cpp
new file mode 100644
index 0000000..4f975d0
--- /dev/null
+++ b/fuzzylite/src/term/Rectangle.cpp
@@ -0,0 +1,87 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#include "fl/term/Rectangle.h"
+
+namespace fl {
+
+ Rectangle::Rectangle(const std::string& name, scalar start, scalar end, scalar height)
+ : Term(name, height), _start(start), _end(end) { }
+
+ Rectangle::~Rectangle() { }
+
+ std::string Rectangle::className() const {
+ return "Rectangle";
+ }
+
+ Complexity Rectangle::complexity() const {
+ return Complexity().comparison(1 + 2).arithmetic(1);
+ }
+
+ scalar Rectangle::membership(scalar x) const {
+ if (Op::isNaN(x)) return fl::nan;
+ if (Op::isGE(x, _start) and Op::isLE(x, _end))
+ return Term::_height * 1.0;
+ return Term::_height * 0.0;
+ }
+
+ std::string Rectangle::parameters() const {
+ return Op::join(2, " ", _start, _end) +
+ (not Op::isEq(getHeight(), 1.0) ? " " + Op::str(getHeight()) : "");
+ }
+
+ void Rectangle::configure(const std::string& parameters) {
+ if (parameters.empty()) return;
+ std::vector<std::string> values = Op::split(parameters, " ");
+ std::size_t required = 2;
+ if (values.size() < required) {
+ std::ostringstream ex;
+ ex << "[configuration error] term <" << className() << ">"
+ << " requires <" << required << "> parameters";
+ throw Exception(ex.str(), FL_AT);
+ }
+ setStart(Op::toScalar(values.at(0)));
+ setEnd(Op::toScalar(values.at(1)));
+ if (values.size() > required)
+ setHeight(Op::toScalar(values.at(required)));
+ }
+
+ void Rectangle::setStart(scalar minimum) {
+ this->_start = minimum;
+ }
+
+ scalar Rectangle::getStart() const {
+ return this->_start;
+ }
+
+ void Rectangle::setEnd(scalar maximum) {
+ this->_end = maximum;
+ }
+
+ scalar Rectangle::getEnd() const {
+ return this->_end;
+ }
+
+ Rectangle* Rectangle::clone() const {
+ return new Rectangle(*this);
+ }
+
+ Term* Rectangle::constructor() {
+ return new Rectangle;
+ }
+
+
+}
diff --git a/fuzzylite/src/term/SShape.cpp b/fuzzylite/src/term/SShape.cpp
new file mode 100644
index 0000000..65dfd2b
--- /dev/null
+++ b/fuzzylite/src/term/SShape.cpp
@@ -0,0 +1,116 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#include "fl/term/SShape.h"
+
+namespace fl {
+
+ SShape::SShape(const std::string& name, scalar start, scalar end, scalar height)
+ : Term(name, height), _start(start), _end(end) { }
+
+ SShape::~SShape() { }
+
+ std::string SShape::className() const {
+ return "SShape";
+ }
+
+ Complexity SShape::complexity() const {
+ return Complexity().comparison(1 + 3).arithmetic(1 + 3 + 4).function(1);
+ }
+
+ scalar SShape::membership(scalar x) const {
+ if (Op::isNaN(x)) return fl::nan;
+
+ if (Op::isLE(x, _start))
+ return Term::_height * 0.0;
+
+ if (Op::isLE(x, 0.5 * (_start + _end)))
+ return Term::_height * (2.0 * std::pow((x - _start) / (_end - _start), 2));
+
+ if (Op::isLt(x, _end))
+ return Term::_height * (1.0 - 2.0 * std::pow((x - _end) / (_end - _start), 2));
+
+ return Term::_height * 1.0;
+ }
+
+ scalar SShape::tsukamoto(scalar activationDegree, scalar minimum, scalar maximum) const {
+ FL_IUNUSED(minimum);
+ FL_IUNUSED(maximum);
+
+ scalar w = activationDegree;
+ scalar z = fl::nan;
+
+ scalar difference = _end - _start;
+ scalar a = _start + std::sqrt(0.5 * w * difference * difference);
+ scalar b = _end + std::sqrt(-0.5 * (w - 1.0) * difference * difference);
+ if (std::abs(w - membership(a)) < std::abs(w - membership(b))) {
+ z = a;
+ } else {
+ z = b;
+ }
+ return z;
+ }
+
+ bool SShape::isMonotonic() const {
+ return true;
+ }
+
+ std::string SShape::parameters() const {
+ return Op::join(2, " ", _start, _end) +
+ (not Op::isEq(getHeight(), 1.0) ? " " + Op::str(getHeight()) : "");
+ }
+
+ void SShape::configure(const std::string& parameters) {
+ if (parameters.empty()) return;
+ std::vector<std::string> values = Op::split(parameters, " ");
+ std::size_t required = 2;
+ if (values.size() < required) {
+ std::ostringstream ex;
+ ex << "[configuration error] term <" << className() << ">"
+ << " requires <" << required << "> parameters";
+ throw Exception(ex.str(), FL_AT);
+ }
+ setStart(Op::toScalar(values.at(0)));
+ setEnd(Op::toScalar(values.at(1)));
+ if (values.size() > required)
+ setHeight(Op::toScalar(values.at(required)));
+ }
+
+ void SShape::setStart(scalar start) {
+ this->_start = start;
+ }
+
+ scalar SShape::getStart() const {
+ return this->_start;
+ }
+
+ void SShape::setEnd(scalar end) {
+ this->_end = end;
+ }
+
+ scalar SShape::getEnd() const {
+ return this->_end;
+ }
+
+ SShape* SShape::clone() const {
+ return new SShape(*this);
+ }
+
+ Term* SShape::constructor() {
+ return new SShape;
+ }
+
+}
diff --git a/fuzzylite/src/term/Sigmoid.cpp b/fuzzylite/src/term/Sigmoid.cpp
new file mode 100644
index 0000000..fcf165e
--- /dev/null
+++ b/fuzzylite/src/term/Sigmoid.cpp
@@ -0,0 +1,124 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#include "fl/term/Sigmoid.h"
+
+namespace fl {
+
+ Sigmoid::Sigmoid(const std::string& name, scalar inflection, scalar slope, scalar height)
+ : Term(name, height), _inflection(inflection), _slope(slope) { }
+
+ Sigmoid::~Sigmoid() { }
+
+ std::string Sigmoid::className() const {
+ return "Sigmoid";
+ }
+
+ Complexity Sigmoid::complexity() const {
+ return Complexity().comparison(1).arithmetic(1 + 4).function(1);
+ }
+
+ scalar Sigmoid::membership(scalar x) const {
+ if (Op::isNaN(x)) return fl::nan;
+ return Term::_height * 1.0 / (1.0 + std::exp(-_slope * (x - _inflection)));
+ }
+
+ scalar Sigmoid::tsukamoto(scalar activationDegree,
+ scalar minimum, scalar maximum) const {
+
+ scalar w = activationDegree;
+ scalar z = fl::nan;
+
+ if (Op::isEq(w, 1.0)) {
+ if (Op::isGE(_slope, 0.0)) {
+ z = maximum;
+ } else {
+ z = minimum;
+ }
+
+ } else if (Op::isEq(w, 0.0)) {
+ if (Op::isGE(_slope, 0.0)) {
+ z = minimum;
+ } else {
+ z = maximum;
+ }
+ } else {
+ scalar a = _slope;
+ scalar b = _inflection;
+ z = b + (std::log(1.0 / w - 1.0) / -a);
+ }
+
+ return z;
+ }
+
+ bool Sigmoid::isMonotonic() const {
+ return true;
+ }
+
+ std::string Sigmoid::parameters() const {
+ return Op::join(2, " ", _inflection, _slope) +
+ (not Op::isEq(getHeight(), 1.0) ? " " + Op::str(getHeight()) : "");
+ }
+
+ void Sigmoid::configure(const std::string& parameters) {
+ if (parameters.empty()) return;
+ std::vector<std::string> values = Op::split(parameters, " ");
+ std::size_t required = 2;
+ if (values.size() < required) {
+ std::ostringstream ex;
+ ex << "[configuration error] term <" << className() << ">"
+ << " requires <" << required << "> parameters";
+ throw Exception(ex.str(), FL_AT);
+ }
+ setInflection(Op::toScalar(values.at(0)));
+ setSlope(Op::toScalar(values.at(1)));
+ if (values.size() > required)
+ setHeight(Op::toScalar(values.at(required)));
+ }
+
+ void Sigmoid::setSlope(scalar a) {
+ this->_slope = a;
+ }
+
+ scalar Sigmoid::getSlope() const {
+ return this->_slope;
+ }
+
+ void Sigmoid::setInflection(scalar c) {
+ this->_inflection = c;
+ }
+
+ scalar Sigmoid::getInflection() const {
+ return this->_inflection;
+ }
+
+ Sigmoid::Direction Sigmoid::direction() const {
+ if (not Op::isFinite(_slope) or Op::isEq(_slope, 0.0)) return Zero;
+
+ if (Op::isGt(_slope, 0.0)) return Positive;
+
+ return Negative;
+ }
+
+ Sigmoid* Sigmoid::clone() const {
+ return new Sigmoid(*this);
+ }
+
+ Term* Sigmoid::constructor() {
+ return new Sigmoid;
+ }
+
+}
diff --git a/fuzzylite/src/term/SigmoidDifference.cpp b/fuzzylite/src/term/SigmoidDifference.cpp
new file mode 100644
index 0000000..8f7ee80
--- /dev/null
+++ b/fuzzylite/src/term/SigmoidDifference.cpp
@@ -0,0 +1,108 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#include "fl/term/SigmoidDifference.h"
+
+namespace fl {
+
+ SigmoidDifference::SigmoidDifference(const std::string& name,
+ scalar left, scalar rising,
+ scalar falling, scalar right, scalar height)
+ : Term(name, height), _left(left), _rising(rising), _falling(falling), _right(right) { }
+
+ SigmoidDifference::~SigmoidDifference() { }
+
+ std::string SigmoidDifference::className() const {
+ return "SigmoidDifference";
+ }
+
+ Complexity SigmoidDifference::complexity() const {
+ return Complexity().comparison(1).arithmetic(2 + 4 + 4).function(2 + 1);
+ }
+
+ scalar SigmoidDifference::membership(scalar x) const {
+ if (Op::isNaN(x)) return fl::nan;
+
+ const scalar a = 1.0 / (1.0 + std::exp(-_rising * (x - _left)));
+ const scalar b = 1.0 / (1.0 + std::exp(-_falling * (x - _right)));
+ return Term::_height * std::abs(a - b);
+ }
+
+ std::string SigmoidDifference::parameters() const {
+ return Op::join(4, " ", _left, _rising, _falling, _right) +
+ (not Op::isEq(getHeight(), 1.0) ? " " + Op::str(getHeight()) : "");
+ }
+
+ void SigmoidDifference::configure(const std::string& parameters) {
+ if (parameters.empty()) return;
+ std::vector<std::string> values = Op::split(parameters, " ");
+ std::size_t required = 4;
+ if (values.size() < required) {
+ std::ostringstream ex;
+ ex << "[configuration error] term <" << className() << ">"
+ << " requires <" << required << "> parameters";
+ throw Exception(ex.str(), FL_AT);
+ }
+ setLeft(Op::toScalar(values.at(0)));
+ setRising(Op::toScalar(values.at(1)));
+ setFalling(Op::toScalar(values.at(2)));
+ setRight(Op::toScalar(values.at(3)));
+ if (values.size() > required)
+ setHeight(Op::toScalar(values.at(required)));
+ }
+
+ void SigmoidDifference::setLeft(scalar leftInflection) {
+ this->_left = leftInflection;
+ }
+
+ scalar SigmoidDifference::getLeft() const {
+ return this->_left;
+ }
+
+ void SigmoidDifference::setRising(scalar risingSlope) {
+ this->_rising = risingSlope;
+ }
+
+ scalar SigmoidDifference::getRising() const {
+ return this->_rising;
+ }
+
+ void SigmoidDifference::setFalling(scalar fallingSlope) {
+ this->_falling = fallingSlope;
+ }
+
+ scalar SigmoidDifference::getFalling() const {
+ return this->_falling;
+ }
+
+ void SigmoidDifference::setRight(scalar rightInflection) {
+ this->_right = rightInflection;
+ }
+
+ scalar SigmoidDifference::getRight() const {
+ return this->_right;
+ }
+
+ SigmoidDifference* SigmoidDifference::clone() const {
+ return new SigmoidDifference(*this);
+ }
+
+ Term* SigmoidDifference::constructor() {
+ return new SigmoidDifference;
+ }
+
+
+}
diff --git a/fuzzylite/src/term/SigmoidProduct.cpp b/fuzzylite/src/term/SigmoidProduct.cpp
new file mode 100644
index 0000000..5f35750
--- /dev/null
+++ b/fuzzylite/src/term/SigmoidProduct.cpp
@@ -0,0 +1,107 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#include "fl/term/SigmoidProduct.h"
+
+namespace fl {
+
+ SigmoidProduct::SigmoidProduct(const std::string& name,
+ scalar left, scalar rising,
+ scalar falling, scalar right, scalar height)
+ : Term(name, height), _left(left), _rising(rising), _falling(falling), _right(right) { }
+
+ SigmoidProduct::~SigmoidProduct() { }
+
+ std::string SigmoidProduct::className() const {
+ return "SigmoidProduct";
+ }
+
+ Complexity SigmoidProduct::complexity() const {
+ return Complexity().comparison(1).arithmetic(2 + 4 + 4).function(2);
+ }
+
+ scalar SigmoidProduct::membership(scalar x) const {
+ if (Op::isNaN(x)) return fl::nan;
+ const scalar a = 1.0 + std::exp(-_rising * (x - _left));
+ const scalar b = 1.0 + std::exp(-_falling * (x - _right));
+ return Term::_height * 1.0 / (a * b);
+ }
+
+ std::string SigmoidProduct::parameters() const {
+ return Op::join(4, " ", _left, _rising, _falling, _right) +
+ (not Op::isEq(getHeight(), 1.0) ? " " + Op::str(getHeight()) : "");
+ }
+
+ void SigmoidProduct::configure(const std::string& parameters) {
+ if (parameters.empty()) return;
+ std::vector<std::string> values = Op::split(parameters, " ");
+ std::size_t required = 4;
+ if (values.size() < required) {
+ std::ostringstream ex;
+ ex << "[configuration error] term <" << className() << ">"
+ << " requires <" << required << "> parameters";
+ throw Exception(ex.str(), FL_AT);
+ }
+ setLeft(Op::toScalar(values.at(0)));
+ setRising(Op::toScalar(values.at(1)));
+ setFalling(Op::toScalar(values.at(2)));
+ setRight(Op::toScalar(values.at(3)));
+ if (values.size() > required)
+ setHeight(Op::toScalar(values.at(required)));
+
+ }
+
+ void SigmoidProduct::setRising(scalar risingSlope) {
+ this->_rising = risingSlope;
+ }
+
+ scalar SigmoidProduct::getRising() const {
+ return this->_rising;
+ }
+
+ void SigmoidProduct::setLeft(scalar leftInflection) {
+ this->_left = leftInflection;
+ }
+
+ scalar SigmoidProduct::getLeft() const {
+ return this->_left;
+ }
+
+ void SigmoidProduct::setRight(scalar rightInflection) {
+ this->_right = rightInflection;
+ }
+
+ scalar SigmoidProduct::getRight() const {
+ return this->_right;
+ }
+
+ void SigmoidProduct::setFalling(scalar fallingSlope) {
+ this->_falling = fallingSlope;
+ }
+
+ scalar SigmoidProduct::getFalling() const {
+ return this->_falling;
+ }
+
+ SigmoidProduct* SigmoidProduct::clone() const {
+ return new SigmoidProduct(*this);
+ }
+
+ Term* SigmoidProduct::constructor() {
+ return new SigmoidProduct;
+ }
+
+}
diff --git a/fuzzylite/src/term/Spike.cpp b/fuzzylite/src/term/Spike.cpp
new file mode 100644
index 0000000..a19810d
--- /dev/null
+++ b/fuzzylite/src/term/Spike.cpp
@@ -0,0 +1,84 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#include "fl/term/Spike.h"
+
+namespace fl {
+
+ Spike::Spike(const std::string& name, scalar center, scalar width, scalar height)
+ : Term(name, height), _center(center), _width(width) { }
+
+ Spike::~Spike() { }
+
+ std::string Spike::className() const {
+ return "Spike";
+ }
+
+ Complexity Spike::complexity() const {
+ return Complexity().comparison(1).arithmetic(1 + 3).function(2);
+ }
+
+ scalar Spike::membership(scalar x) const {
+ if (Op::isNaN(x)) return fl::nan;
+ return Term::_height * std::exp(-std::abs(10.0 / _width * (x - _center)));
+ }
+
+ std::string Spike::parameters() const {
+ return Op::join(2, " ", _center, _width) +
+ (not Op::isEq(getHeight(), 1.0) ? " " + Op::str(getHeight()) : "");
+ }
+
+ void Spike::configure(const std::string& parameters) {
+ if (parameters.empty()) return;
+ std::vector<std::string> values = Op::split(parameters, " ");
+ std::size_t required = 2;
+ if (values.size() < required) {
+ std::ostringstream ex;
+ ex << "[configuration error] term <" << className() << ">"
+ << " requires <" << required << "> parameters";
+ throw Exception(ex.str(), FL_AT);
+ }
+ setCenter(Op::toScalar(values.at(0)));
+ setWidth(Op::toScalar(values.at(1)));
+ if (values.size() > required)
+ setHeight(Op::toScalar(values.at(required)));
+ }
+
+ void Spike::setCenter(scalar center) {
+ this->_center = center;
+ }
+
+ scalar Spike::getCenter() const {
+ return this->_center;
+ }
+
+ void Spike::setWidth(scalar width) {
+ this->_width = width;
+ }
+
+ scalar Spike::getWidth() const {
+ return this->_width;
+ }
+
+ Spike* Spike::clone() const {
+ return new Spike(*this);
+ }
+
+ Term* Spike::constructor() {
+ return new Spike;
+ }
+
+}
diff --git a/fuzzylite/src/term/Term.cpp b/fuzzylite/src/term/Term.cpp
new file mode 100644
index 0000000..bf7520d
--- /dev/null
+++ b/fuzzylite/src/term/Term.cpp
@@ -0,0 +1,65 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#include "fl/term/Term.h"
+
+#include "fl/imex/FllExporter.h"
+#include "fl/term/Linear.h"
+#include "fl/term/Function.h"
+
+namespace fl {
+
+ Term::Term(const std::string& name, scalar height) : _name(name), _height(height) { }
+
+ Term::~Term() { }
+
+ void Term::setName(const std::string& name) {
+ this->_name = name;
+ }
+
+ std::string Term::getName() const {
+ return this->_name;
+ }
+
+ void Term::setHeight(scalar height) {
+ this->_height = height;
+ }
+
+ scalar Term::getHeight() const {
+ return this->_height;
+ }
+
+ std::string Term::toString() const {
+ return FllExporter().toString(this);
+ }
+
+ void Term::updateReference(const Engine* engine) {
+ FL_IUNUSED(engine);
+ //do nothing
+ }
+
+ scalar Term::tsukamoto(scalar activationDegree, scalar minimum, scalar maximum) const {
+ FL_IUNUSED(minimum);
+ FL_IUNUSED(maximum);
+ return membership(activationDegree);
+ }
+
+ bool Term::isMonotonic() const {
+ return false;
+ }
+
+
+}
diff --git a/fuzzylite/src/term/Trapezoid.cpp b/fuzzylite/src/term/Trapezoid.cpp
new file mode 100644
index 0000000..4773dbb
--- /dev/null
+++ b/fuzzylite/src/term/Trapezoid.cpp
@@ -0,0 +1,128 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#include "fl/term/Trapezoid.h"
+
+namespace fl {
+
+ Trapezoid::Trapezoid(const std::string& name,
+ scalar vertexA, scalar vertexB, scalar vertexC, scalar vertexD, scalar height)
+ : Term(name, height), _vertexA(vertexA), _vertexB(vertexB), _vertexC(vertexC), _vertexD(vertexD) {
+ if (Op::isNaN(vertexC) and Op::isNaN(vertexD)) {
+ this->_vertexD = _vertexB;
+ scalar range = _vertexD - _vertexA;
+ this->_vertexB = _vertexA + range * 1.0 / 5.0;
+ this->_vertexC = _vertexA + range * 4.0 / 5.0;
+ }
+ }
+
+ Trapezoid::~Trapezoid() { }
+
+ std::string Trapezoid::className() const {
+ return "Trapezoid";
+ }
+
+ Complexity Trapezoid::complexity() const {
+ return Complexity().comparison(1 + 6).arithmetic(1 + 3).function(1);
+ }
+
+ scalar Trapezoid::membership(scalar x) const {
+ if (Op::isNaN(x)) return fl::nan;
+
+ if (Op::isLt(x, _vertexA) or Op::isGt(x, _vertexD))
+ return Term::_height * 0.0;
+
+ if (Op::isLt(x, _vertexB)) {
+ if (_vertexA == -fl::inf) return Term::_height * 1.0;
+ return Term::_height * Op::min(scalar(1.0), (x - _vertexA) / (_vertexB - _vertexA));
+ }
+ if (Op::isLE(x, _vertexC))
+ return Term::_height * 1.0;
+
+ if (Op::isLt(x, _vertexD)) {
+ if (_vertexD == fl::inf) return Term::_height * 1.0;
+ return Term::_height * (_vertexD - x) / (_vertexD - _vertexC);
+ }
+
+ if (_vertexD == fl::inf) return Term::_height * 1.0;
+ return Term::_height * 0.0;
+ }
+
+ std::string Trapezoid::parameters() const {
+ return Op::join(4, " ", _vertexA, _vertexB, _vertexC, _vertexD)+
+ (not Op::isEq(getHeight(), 1.0) ? " " + Op::str(getHeight()) : "");
+ }
+
+ void Trapezoid::configure(const std::string& parameters) {
+ if (parameters.empty()) return;
+ std::vector<std::string> values = Op::split(parameters, " ");
+ std::size_t required = 4;
+ if (values.size() < required) {
+ std::ostringstream ex;
+ ex << "[configuration error] term <" << className() << ">"
+ << " requires <" << required << "> parameters";
+ throw Exception(ex.str(), FL_AT);
+ }
+ setVertexA(Op::toScalar(values.at(0)));
+ setVertexB(Op::toScalar(values.at(1)));
+ setVertexC(Op::toScalar(values.at(2)));
+ setVertexD(Op::toScalar(values.at(3)));
+ if (values.size() > required)
+ setHeight(Op::toScalar(values.at(required)));
+ }
+
+ void Trapezoid::setVertexA(scalar a) {
+ this->_vertexA = a;
+ }
+
+ scalar Trapezoid::getVertexA() const {
+ return this->_vertexA;
+ }
+
+ void Trapezoid::setVertexB(scalar b) {
+ this->_vertexB = b;
+ }
+
+ scalar Trapezoid::getVertexB() const {
+ return this->_vertexB;
+ }
+
+ void Trapezoid::setVertexC(scalar c) {
+ this->_vertexC = c;
+ }
+
+ scalar Trapezoid::getVertexC() const {
+ return this->_vertexC;
+ }
+
+ void Trapezoid::setVertexD(scalar d) {
+ this->_vertexD = d;
+ }
+
+ scalar Trapezoid::getVertexD() const {
+ return this->_vertexD;
+ }
+
+ Trapezoid* Trapezoid::clone() const {
+ return new Trapezoid(*this);
+ }
+
+ Term* Trapezoid::constructor() {
+ return new Trapezoid;
+ }
+
+
+}
diff --git a/fuzzylite/src/term/Triangle.cpp b/fuzzylite/src/term/Triangle.cpp
new file mode 100644
index 0000000..9d1835c
--- /dev/null
+++ b/fuzzylite/src/term/Triangle.cpp
@@ -0,0 +1,113 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#include "fl/term/Triangle.h"
+
+namespace fl {
+
+ Triangle::Triangle(const std::string& name, scalar vertexA, scalar vertexB, scalar vertexC, scalar height)
+ : Term(name, height), _vertexA(vertexA), _vertexB(vertexB), _vertexC(vertexC) {
+ if (Op::isNaN(vertexC)) {
+ this->_vertexC = _vertexB;
+ this->_vertexB = 0.5 * (_vertexA + _vertexB);
+ }
+ }
+
+ Triangle::~Triangle() { }
+
+ std::string Triangle::className() const {
+ return "Triangle";
+ }
+
+ Complexity Triangle::complexity() const {
+ return Complexity().comparison(1 + 5).arithmetic(4);
+ }
+
+ scalar Triangle::membership(scalar x) const {
+ if (Op::isNaN(x)) return fl::nan;
+
+ if (Op::isLt(x, _vertexA) or Op::isGt(x, _vertexC))
+ return Term::_height * 0.0;
+
+ if (Op::isEq(x, _vertexB))
+ return Term::_height * 1.0;
+
+ if (Op::isLt(x, _vertexB)) {
+ if (_vertexA == -fl::inf)
+ return Term::_height * 1.0;
+ return Term::_height * (x - _vertexA) / (_vertexB - _vertexA);
+ }
+ if (_vertexC == fl::inf)
+ return Term::_height * 1.0;
+ return Term::_height * (_vertexC - x) / (_vertexC - _vertexB);
+ }
+
+ std::string Triangle::parameters() const {
+ return Op::join(3, " ", _vertexA, _vertexB, _vertexC) +
+ (not Op::isEq(getHeight(), 1.0) ? " " + Op::str(getHeight()) : "");
+ }
+
+ void Triangle::configure(const std::string& parameters) {
+ if (parameters.empty()) return;
+ std::vector<std::string> values = Op::split(parameters, " ");
+ std::size_t required = 3;
+ if (values.size() < required) {
+ std::ostringstream ex;
+ ex << "[configuration error] term <" << className() << ">"
+ << " requires <" << required << "> parameters";
+ throw Exception(ex.str(), FL_AT);
+ }
+ setVertexA(Op::toScalar(values.at(0)));
+ setVertexB(Op::toScalar(values.at(1)));
+ setVertexC(Op::toScalar(values.at(2)));
+ if (values.size() > required)
+ setHeight(Op::toScalar(values.at(required)));
+ }
+
+ void Triangle::setVertexA(scalar a) {
+ this->_vertexA = a;
+ }
+
+ scalar Triangle::getVertexA() const {
+ return this->_vertexA;
+ }
+
+ void Triangle::setVertexB(scalar b) {
+ this->_vertexB = b;
+ }
+
+ scalar Triangle::getVertexB() const {
+ return this->_vertexB;
+ }
+
+ void Triangle::setVertexC(scalar c) {
+ this->_vertexC = c;
+ }
+
+ scalar Triangle::getVertexC() const {
+ return this->_vertexC;
+ }
+
+ Triangle* Triangle::clone() const {
+ return new Triangle(*this);
+ }
+
+ Term* Triangle::constructor() {
+ return new Triangle;
+ }
+
+
+}
diff --git a/fuzzylite/src/term/ZShape.cpp b/fuzzylite/src/term/ZShape.cpp
new file mode 100644
index 0000000..9054b20
--- /dev/null
+++ b/fuzzylite/src/term/ZShape.cpp
@@ -0,0 +1,116 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#include "fl/term/ZShape.h"
+
+namespace fl {
+
+ ZShape::ZShape(const std::string& name, scalar start, scalar end, scalar height)
+ : Term(name, height), _start(start), _end(end) { }
+
+ ZShape::~ZShape() { }
+
+ std::string ZShape::className() const {
+ return "ZShape";
+ }
+
+ Complexity ZShape::complexity() const {
+ return Complexity().comparison(1 + 3).arithmetic(3 + 4).function(1);
+ }
+
+ scalar ZShape::membership(scalar x) const {
+ if (Op::isNaN(x)) return fl::nan;
+
+ if (Op::isLE(x, _start))
+ return Term::_height * 1.0;
+
+ if (Op::isLE(x, 0.5 * (_start + _end)))
+ return Term::_height * (1.0 - 2.0 * std::pow((x - _start) / (_end - _start), 2));
+
+ if (Op::isLt(x, _end))
+ return Term::_height * (2.0 * std::pow((x - _end) / (_end - _start), 2));
+
+ return Term::_height * 0.0;
+ }
+
+ scalar ZShape::tsukamoto(scalar activationDegree, scalar minimum, scalar maximum) const {
+ FL_IUNUSED(minimum);
+ FL_IUNUSED(maximum);
+
+ scalar w = activationDegree;
+ scalar z = fl::nan;
+
+ scalar difference = _end - _start;
+ scalar a = _start + std::sqrt(-0.5 * (w - 1.0) * difference * difference);
+ scalar b = _end + std::sqrt(0.5 * w * difference * difference);
+ if (std::abs(w - membership(a)) < std::abs(w - membership(b))) {
+ z = a;
+ } else {
+ z = b;
+ }
+ return z;
+ }
+
+ bool ZShape::isMonotonic() const {
+ return true;
+ }
+
+ std::string ZShape::parameters() const {
+ return Op::join(2, " ", _start, _end) +
+ (not Op::isEq(getHeight(), 1.0) ? " " + Op::str(getHeight()) : "");
+ }
+
+ void ZShape::configure(const std::string& parameters) {
+ if (parameters.empty()) return;
+ std::vector<std::string> values = Op::split(parameters, " ");
+ std::size_t required = 2;
+ if (values.size() < required) {
+ std::ostringstream ex;
+ ex << "[configuration error] term <" << className() << ">"
+ << " requires <" << required << "> parameters";
+ throw Exception(ex.str(), FL_AT);
+ }
+ setStart(Op::toScalar(values.at(0)));
+ setEnd(Op::toScalar(values.at(1)));
+ if (values.size() > required)
+ setHeight(Op::toScalar(values.at(required)));
+ }
+
+ void ZShape::setStart(scalar start) {
+ this->_start = start;
+ }
+
+ scalar ZShape::getStart() const {
+ return this->_start;
+ }
+
+ void ZShape::setEnd(scalar end) {
+ this->_end = end;
+ }
+
+ scalar ZShape::getEnd() const {
+ return this->_end;
+ }
+
+ ZShape* ZShape::clone() const {
+ return new ZShape(*this);
+ }
+
+ Term* ZShape::constructor() {
+ return new ZShape;
+ }
+
+}
diff --git a/fuzzylite/src/variable/InputVariable.cpp b/fuzzylite/src/variable/InputVariable.cpp
new file mode 100644
index 0000000..1364d8f
--- /dev/null
+++ b/fuzzylite/src/variable/InputVariable.cpp
@@ -0,0 +1,44 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#include "fl/variable/InputVariable.h"
+
+#include "fl/imex/FllExporter.h"
+
+namespace fl {
+
+ InputVariable::InputVariable(const std::string& name, scalar minimum, scalar maximum)
+ : Variable(name, minimum, maximum) { }
+
+ InputVariable::~InputVariable() { }
+
+ std::string InputVariable::fuzzyInputValue() const {
+ return fuzzify(getValue());
+ }
+
+ Variable::Type InputVariable::type() const {
+ return Variable::Input;
+ }
+
+ std::string InputVariable::toString() const {
+ return FllExporter().toString(this);
+ }
+
+ InputVariable* InputVariable::clone() const {
+ return new InputVariable(*this);
+ }
+
+}
diff --git a/fuzzylite/src/variable/OutputVariable.cpp b/fuzzylite/src/variable/OutputVariable.cpp
new file mode 100644
index 0000000..0f85dc4
--- /dev/null
+++ b/fuzzylite/src/variable/OutputVariable.cpp
@@ -0,0 +1,226 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#include "fl/variable/OutputVariable.h"
+
+#include "fl/imex/FllExporter.h"
+
+namespace fl {
+
+ OutputVariable::OutputVariable(const std::string& name,
+ scalar minimum, scalar maximum)
+ : Variable(name, minimum, maximum),
+ _fuzzyOutput(new Aggregated(name, minimum, maximum)),
+ _previousValue(fl::nan), _defaultValue(fl::nan),
+ _lockPreviousValue(false) { }
+
+ OutputVariable::OutputVariable(const OutputVariable& other) : Variable(other) {
+ copyFrom(other);
+ }
+
+ OutputVariable& OutputVariable::operator=(const OutputVariable& other) {
+ if (this != &other) {
+ _fuzzyOutput.reset(fl::null);
+ _defuzzifier.reset(fl::null);
+
+ Variable::operator=(other);
+ copyFrom(other);
+ }
+ return *this;
+ }
+
+ OutputVariable::~OutputVariable() { }
+
+ void OutputVariable::copyFrom(const OutputVariable& other) {
+ _fuzzyOutput.reset(other._fuzzyOutput->clone());
+ if (other._defuzzifier.get()) _defuzzifier.reset(other._defuzzifier->clone());
+ _previousValue = other._previousValue;
+ _defaultValue = other._defaultValue;
+ _lockPreviousValue = other._lockPreviousValue;
+ }
+
+ void OutputVariable::setName(const std::string& name) {
+ Variable::setName(name);
+ _fuzzyOutput->setName(name);
+ }
+
+ Aggregated* OutputVariable::fuzzyOutput() const {
+ return this->_fuzzyOutput.get();
+ }
+
+ void OutputVariable::setMinimum(scalar minimum) {
+ Variable::setMinimum(minimum);
+ _fuzzyOutput->setMinimum(minimum);
+ }
+
+ void OutputVariable::setMaximum(scalar maximum) {
+ Variable::setMaximum(maximum);
+ _fuzzyOutput->setMaximum(maximum);
+ }
+
+ void OutputVariable::setDefuzzifier(Defuzzifier* defuzzifier) {
+ this->_defuzzifier.reset(defuzzifier);
+ }
+
+ Defuzzifier* OutputVariable::getDefuzzifier() const {
+ return this->_defuzzifier.get();
+ }
+
+ void OutputVariable::setAggregation(SNorm* aggregation) {
+ this->_fuzzyOutput->setAggregation(aggregation);
+ }
+
+ SNorm* OutputVariable::getAggregation() const {
+ return this->_fuzzyOutput->getAggregation();
+ }
+
+ void OutputVariable::setPreviousValue(scalar previousOutputValue) {
+ this->_previousValue = previousOutputValue;
+ }
+
+ scalar OutputVariable::getPreviousValue() const {
+ return this->_previousValue;
+ }
+
+ void OutputVariable::setDefaultValue(scalar defaultValue) {
+ this->_defaultValue = defaultValue;
+ }
+
+ scalar OutputVariable::getDefaultValue() const {
+ return this->_defaultValue;
+ }
+
+ void OutputVariable::setLockPreviousValue(bool lockPreviousValue) {
+ this->_lockPreviousValue = lockPreviousValue;
+ }
+
+ bool OutputVariable::isLockPreviousValue() const {
+ return this->_lockPreviousValue;
+ }
+
+ Variable::Type OutputVariable::type() const {
+ return Variable::Output;
+ }
+
+ Complexity OutputVariable::complexity(const Activated& term) const {
+ Aggregated aggregated;
+ if (_fuzzyOutput->getAggregation()) {
+ aggregated.setAggregation(_fuzzyOutput->getAggregation()->clone());
+ }
+ aggregated.addTerm(term);
+ if (_defuzzifier.get()) {
+ return _defuzzifier->complexity(&aggregated);
+ }
+ return aggregated.complexityOfMembership();
+ }
+
+ Complexity OutputVariable::complexityOfDefuzzification() const {
+ Aggregated term;
+ for (std::size_t i = 0; i < _terms.size(); ++i) {
+ term.addTerm(_terms.at(i), fl::nan, fl::null);
+ }
+ if (_defuzzifier.get()) {
+ return _defuzzifier->complexity(&term);
+ }
+ return term.complexityOfMembership();
+ }
+
+ Complexity OutputVariable::currentComplexity() const {
+ if (_defuzzifier.get())
+ return _defuzzifier->complexity(_fuzzyOutput.get());
+ return _fuzzyOutput->complexity();
+ }
+
+ void OutputVariable::defuzzify() {
+ if (not _enabled) return;
+
+ if (Op::isFinite(_value)) {
+ _previousValue = _value;
+ }
+
+ std::string exception;
+ scalar result = fl::nan;
+ bool isValid = not _fuzzyOutput->isEmpty();
+ if (isValid) {
+ /* Checks whether the variable can be defuzzified without exceptions.
+ * If it cannot be defuzzified, be that due to a missing defuzzifier
+ * or aggregation operator, the expected behaviour is to leave the
+ * variable in a state that reflects an invalid defuzzification,
+ * that is, apply logic of default values and previous values.*/
+ isValid = false;
+ if (_defuzzifier.get()) {
+ try {
+ result = _defuzzifier->defuzzify(_fuzzyOutput.get(), _minimum, _maximum);
+ isValid = true;
+ } catch (std::exception& ex) {
+ exception = ex.what();
+ }
+ } else {
+ exception = "[defuzzifier error] "
+ "defuzzifier needed to defuzzify output variable <" + getName() + ">";
+ }
+ }
+
+ if (not isValid) {
+ //if a previous defuzzification was successfully performed and
+ //and the output value is supposed not to change when the output is empty
+ if (_lockPreviousValue and not Op::isNaN(_previousValue)) {
+ result = _previousValue;
+ } else {
+ result = _defaultValue;
+ }
+ }
+
+ setValue(result);
+
+ if (not exception.empty()) {
+ throw Exception(exception, FL_AT);
+ }
+ }
+
+ std::string OutputVariable::fuzzyOutputValue() const {
+ std::ostringstream ss;
+ if (not _terms.empty()) {
+ Term* first = _terms.front();
+ ss << Op::str(fuzzyOutput()->activationDegree(first))
+ << "/" << first->getName();
+ }
+ for (std::size_t i = 1; i < _terms.size(); ++i) {
+ scalar degree = fuzzyOutput()->activationDegree(_terms.at(i));
+ if (Op::isNaN(degree) or Op::isGE(degree, 0.0))
+ ss << " + " << Op::str(degree);
+ else
+ ss << " - " << Op::str(std::abs(degree));
+ ss << "/" << terms().at(i)->getName();
+ }
+ return ss.str();
+ }
+
+ void OutputVariable::clear() {
+ fuzzyOutput()->clear();
+ setValue(fl::nan);
+ setPreviousValue(fl::nan);
+ }
+
+ std::string OutputVariable::toString() const {
+ return FllExporter().toString(this);
+ }
+
+ OutputVariable* OutputVariable::clone() const {
+ return new OutputVariable(*this);
+ }
+
+}
diff --git a/fuzzylite/src/variable/Variable.cpp b/fuzzylite/src/variable/Variable.cpp
new file mode 100644
index 0000000..516b466
--- /dev/null
+++ b/fuzzylite/src/variable/Variable.cpp
@@ -0,0 +1,295 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#include "fl/variable/Variable.h"
+
+#include "fl/imex/FllExporter.h"
+#include "fl/norm/Norm.h"
+#include "fl/term/Constant.h"
+#include "fl/term/Linear.h"
+
+#include <queue>
+
+namespace fl {
+
+ Variable::Variable(const std::string& name, scalar minimum, scalar maximum)
+ : _name(name), _description(""),
+ _value(fl::nan), _minimum(minimum), _maximum(maximum),
+ _enabled(true), _lockValueInRange(false) { }
+
+ Variable::Variable(const Variable& other) {
+ copyFrom(other);
+ }
+
+ Variable& Variable::operator=(const Variable& other) {
+ if (this != &other) {
+ for (std::size_t i = 0; i < _terms.size(); ++i) {
+ delete _terms.at(i);
+ }
+ _terms.clear();
+ copyFrom(other);
+ }
+ return *this;
+ }
+
+ void Variable::copyFrom(const Variable& other) {
+ _name = other._name;
+ _description = other._description;
+ _value = other._value;
+ _minimum = other._minimum;
+ _maximum = other._maximum;
+ _enabled = other._enabled;
+ _lockValueInRange = other._lockValueInRange;
+ for (std::size_t i = 0; i < other._terms.size(); ++i) {
+ _terms.push_back(other._terms.at(i)->clone());
+ }
+ }
+
+ Variable::~Variable() {
+ for (std::size_t i = 0; i < _terms.size(); ++i) {
+ delete _terms.at(i);
+ }
+ }
+
+ void Variable::setName(const std::string& name) {
+ this->_name = name;
+ }
+
+ std::string Variable::getName() const {
+ return this->_name;
+ }
+
+ void Variable::setDescription(const std::string& description) {
+ this->_description = description;
+ }
+
+ std::string Variable::getDescription() const {
+ return this->_description;
+ }
+
+ void Variable::setValue(scalar value) {
+ this->_value = _lockValueInRange
+ ? Op::bound(value, _minimum, _maximum)
+ : value;
+ }
+
+ scalar Variable::getValue() const {
+ return this->_value;
+ }
+
+ void Variable::setRange(scalar minimum, scalar maximum) {
+ setMinimum(minimum);
+ setMaximum(maximum);
+ }
+
+ scalar Variable::range() const {
+ return getMaximum() - getMinimum();
+ }
+
+ void Variable::setMinimum(scalar minimum) {
+ this->_minimum = minimum;
+ }
+
+ scalar Variable::getMinimum() const {
+ return this->_minimum;
+ }
+
+ void Variable::setMaximum(scalar maximum) {
+ this->_maximum = maximum;
+ }
+
+ scalar Variable::getMaximum() const {
+ return this->_maximum;
+ }
+
+ void Variable::setEnabled(bool enabled) {
+ this->_enabled = enabled;
+ }
+
+ bool Variable::isEnabled() const {
+ return this->_enabled;
+ }
+
+ void Variable::setLockValueInRange(bool lockValueInRange) {
+ this->_lockValueInRange = lockValueInRange;
+ }
+
+ bool Variable::isLockValueInRange() const {
+ return this->_lockValueInRange;
+ }
+
+ Variable::Type Variable::type() const {
+ return None;
+ }
+
+ Complexity Variable::complexity() const {
+ Complexity result;
+ if (isEnabled()) {
+ for (std::size_t i = 0; i < _terms.size(); ++i) {
+ result += _terms.at(i)->complexity();
+ }
+ }
+ return result;
+ }
+
+ std::string Variable::fuzzify(scalar x) const {
+ std::ostringstream ss;
+ for (std::size_t i = 0; i < terms().size(); ++i) {
+ Term* term = _terms.at(i);
+ scalar fx = fl::nan;
+ try {
+ fx = term->membership(x);
+ } catch (...) {
+ //ignore
+ }
+ if (i == 0) {
+ ss << Op::str(fx);
+ } else {
+ if (Op::isNaN(fx) or Op::isGE(fx, 0.0))
+ ss << " + " << Op::str(fx);
+ else
+ ss << " - " << Op::str(std::abs(fx));
+ }
+ ss << "/" << term->getName();
+ }
+ return ss.str();
+ }
+
+ Term* Variable::highestMembership(scalar x, scalar* yhighest) const {
+ Term* result = fl::null;
+ scalar ymax = 0.0;
+ for (std::size_t i = 0; i < _terms.size(); ++i) {
+ scalar y = fl::nan;
+ Term* term = _terms.at(i);
+ try {
+ y = term->membership(x);
+ } catch (...) {
+ //ignore
+ }
+ if (Op::isGt(y, ymax)) {
+ ymax = y;
+ result = term;
+ }
+ }
+ if (yhighest) *yhighest = ymax;
+ return result;
+ }
+
+ std::string Variable::toString() const {
+ return FllExporter().toString(this);
+ }
+
+ /**
+ * Operations for datatype _terms
+ */
+
+ typedef std::pair<Term*, scalar> TermCentroid;
+
+ struct Ascending {
+
+ bool operator()(const TermCentroid& a, const TermCentroid& b) const {
+ return a.second > b.second;
+ }
+ };
+
+ void Variable::sort() {
+ std::priority_queue <TermCentroid, std::vector<TermCentroid>, Ascending> termCentroids;
+ Centroid defuzzifier;
+ FL_DBG("Sorting...");
+ for (std::size_t i = 0; i < _terms.size(); ++i) {
+ Term* term = _terms.at(i);
+ scalar centroid = fl::inf;
+ try {
+ if (dynamic_cast<const Constant*> (term) or dynamic_cast<const Linear*> (term)) {
+ centroid = term->membership(0);
+ } else {
+ centroid = defuzzifier.defuzzify(term, getMinimum(), getMaximum());
+ }
+ } catch (...) { //ignore error possibly due to Function not loaded
+ centroid = fl::inf;
+ }
+ termCentroids.push(TermCentroid(term, centroid));
+ FL_DBG(term->toString() << " -> " << centroid)
+ }
+
+ std::vector<Term*> sortedTerms;
+ while (termCentroids.size() > 0) {
+ sortedTerms.push_back(termCentroids.top().first);
+ FL_DBG(termCentroids.top().first->toString() << " -> " << termCentroids.top().second);
+ termCentroids.pop();
+ }
+ setTerms(sortedTerms);
+ }
+
+ void Variable::addTerm(Term* term) {
+ _terms.push_back(term);
+ }
+
+ void Variable::insertTerm(Term* term, std::size_t index) {
+ _terms.insert(_terms.begin() + index, term);
+ }
+
+ Term* Variable::getTerm(std::size_t index) const {
+ return _terms.at(index);
+ }
+
+ Term* Variable::getTerm(const std::string& name) const {
+ for (std::size_t i = 0; i < terms().size(); ++i) {
+ if (_terms.at(i)->getName() == name) {
+ return terms().at(i);
+ }
+ }
+ throw Exception("[variable error] term <" + name + "> "
+ "not found in variable <" + getName() + ">", FL_AT);
+ }
+
+ bool Variable::hasTerm(const std::string& name) const {
+ for (std::size_t i = 0; i < _terms.size(); ++i) {
+ if (_terms.at(i)->getName() == name) {
+ return true;
+ }
+ }
+ return false;
+ }
+
+ Term* Variable::removeTerm(std::size_t index) {
+ Term* result = _terms.at(index);
+ _terms.erase(_terms.begin() + index);
+ return result;
+ }
+
+ std::size_t Variable::numberOfTerms() const {
+ return _terms.size();
+ }
+
+ const std::vector<Term*>& Variable::terms() const {
+ return this->_terms;
+ }
+
+ void Variable::setTerms(const std::vector<Term*>& terms) {
+ this->_terms = terms;
+ }
+
+ std::vector<Term*>& Variable::terms() {
+ return this->_terms;
+ }
+
+ Variable* Variable::clone() const {
+ return new Variable(*this);
+ }
+
+}
+
diff --git a/fuzzylite/test/BenchmarkTest.cpp b/fuzzylite/test/BenchmarkTest.cpp
new file mode 100644
index 0000000..f868ec2
--- /dev/null
+++ b/fuzzylite/test/BenchmarkTest.cpp
@@ -0,0 +1,131 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#include "fl/Benchmark.h"
+
+#include "test/catch.hpp"
+#include "fl/Headers.h"
+
+#include <vector>
+#include <fstream>
+
+namespace fl {
+
+ TEST_CASE("Benchmarks run from Console ", "[benchmark][console]") {
+ // const char* args[] = {"dummy-command", "benchmarks", "../../examples/", "1"};
+ // Console::main(4, args);
+ }
+
+ TEST_CASE("Benchmarks from FLD files", "[benchmark][fld]") {
+ std::string path = "../../examples/";
+ typedef std::pair<std::string, int > Example;
+ std::vector<Example> examples;
+ examples.push_back(Example("mamdani/AllTerms", int(1e4)));
+ examples.push_back(Example("mamdani/SimpleDimmer", int(1e5)));
+ examples.push_back(Example("mamdani/matlab/mam21", 128));
+ examples.push_back(Example("mamdani/matlab/mam22", 128));
+ examples.push_back(Example("mamdani/matlab/shower", 256));
+ examples.push_back(Example("mamdani/matlab/tank", 256));
+ examples.push_back(Example("mamdani/matlab/tank2", 512));
+ examples.push_back(Example("mamdani/matlab/tipper", 256));
+ examples.push_back(Example("mamdani/matlab/tipper1", int(1e5)));
+ examples.push_back(Example("mamdani/octave/investment_portfolio", 256));
+ examples.push_back(Example("mamdani/octave/mamdani_tip_calculator", 256));
+ examples.push_back(Example("takagi-sugeno/approximation", int(1e6)));
+ examples.push_back(Example("takagi-sugeno/SimpleDimmer", int(2e6)));
+ examples.push_back(Example("takagi-sugeno/matlab/fpeaks", 512));
+ examples.push_back(Example("takagi-sugeno/matlab/invkine1", 256));
+ examples.push_back(Example("takagi-sugeno/matlab/invkine2", 256));
+ examples.push_back(Example("takagi-sugeno/matlab/juggler", 512));
+ examples.push_back(Example("takagi-sugeno/matlab/membrn1", 1024));
+ examples.push_back(Example("takagi-sugeno/matlab/membrn2", 512));
+ examples.push_back(Example("takagi-sugeno/matlab/slbb", 20));
+ examples.push_back(Example("takagi-sugeno/matlab/slcp", 20));
+ examples.push_back(Example("takagi-sugeno/matlab/slcp1", 15));
+ examples.push_back(Example("takagi-sugeno/matlab/slcpp1", 9));
+ examples.push_back(Example("takagi-sugeno/matlab/sltbu_fl", 128));
+ examples.push_back(Example("takagi-sugeno/matlab/sugeno1", int(2e6)));
+ examples.push_back(Example("takagi-sugeno/matlab/tanksg", 1024));
+ examples.push_back(Example("takagi-sugeno/matlab/tippersg", 1024));
+ examples.push_back(Example("takagi-sugeno/octave/cubic_approximator", int(2e6)));
+ examples.push_back(Example("takagi-sugeno/octave/heart_disease_risk", 1024));
+ examples.push_back(Example("takagi-sugeno/octave/linear_tip_calculator", 1024));
+ examples.push_back(Example("takagi-sugeno/octave/sugeno_tip_calculator", 512));
+ examples.push_back(Example("tsukamoto/tsukamoto", int(1e6)));
+
+ std::ostringstream writer;
+ std::vector<int> errors = std::vector<int>(examples.size(), 0);
+ for (std::size_t i = 0; i < examples.size(); ++i) {
+ Example example = examples.at(i);
+ FL_LOG("Benchmark " << (i + 1) << "/" << examples.size() << ": "
+ << example.first << ".fll (" << example.second << " values)");
+
+ FL_unique_ptr<Engine> engine(FllImporter().fromFile(path + example.first + ".fll"));
+
+#ifdef FL_USE_FLOAT
+ scalar tolerance = 1e-3;
+#else
+ scalar tolerance = fuzzylite::macheps();
+#endif
+ Benchmark benchmark(example.first, engine.get(), tolerance);
+
+ std::ifstream reader(std::string(path + example.first + ".fld").c_str());
+ if (not reader.is_open()) {
+ throw Exception("File not found: " + path + example.first + ".fld");
+ }
+ benchmark.prepare(reader, 1024);
+ benchmark.run(1);
+ CHECK(benchmark.canComputeErrors() == true);
+ errors.at(i) = benchmark.accuracyErrors();
+
+ if (i == 0) {
+ writer << "\n" << benchmark.format(benchmark.results(),
+ Benchmark::Horizontal, Benchmark::HeaderAndBody) << "\n";
+ } else {
+ writer << benchmark.format(benchmark.results(),
+ Benchmark::Horizontal, Benchmark::Body) << "\n";
+ }
+ }
+ FL_LOG(writer.str());
+ for (std::size_t i = 0; i < errors.size(); ++i) {
+ FL_LOG("Checking for errors in: " << examples.at(i).first);
+ CHECK(errors.at(i) == 0);
+ }
+ }
+
+ TEST_CASE("Time conversions", "[benchmark][time]") {
+ CHECK(Op::isEq(1.0, Benchmark::convert(3600, Benchmark::Seconds, Benchmark::Hours)));
+ FL_LOG(Benchmark::convert(3600, Benchmark::Seconds, Benchmark::Hours));
+ CHECK(Op::isEq(3600, Benchmark::convert(1, Benchmark::Hours, Benchmark::Seconds)));
+ FL_LOG(Benchmark::convert(1, Benchmark::Hours, Benchmark::Seconds));
+
+ CHECK(Op::isEq(1000.0, Benchmark::convert(1.0, Benchmark::Seconds, Benchmark::MilliSeconds)));
+ FL_LOG(Benchmark::convert(1.0, Benchmark::Seconds, Benchmark::MilliSeconds));
+ CHECK(Op::isEq(1.0, Benchmark::convert(1000.0, Benchmark::MilliSeconds, Benchmark::Seconds)));
+ FL_LOG(Benchmark::convert(1000.0, Benchmark::MilliSeconds, Benchmark::Seconds));
+
+ CHECK(Op::isEq(35e9, Benchmark::convert(35, Benchmark::Seconds, Benchmark::NanoSeconds)));
+ CHECK(Op::isEq(35, Benchmark::convert(35e9, Benchmark::NanoSeconds, Benchmark::Seconds)));
+ }
+
+ TEST_CASE("Benchmark headers", "[benchmark][header]") {
+ FL_LOG(Op::join(Benchmark().header(10, true), "\t"));
+ CHECK(Benchmark().header(10).size() == 30);
+
+ FL_LOG(Op::join(Benchmark().header(10, false), "\t"));
+ CHECK(Benchmark().header(10, false).size() == 30 - 8);
+ }
+}
diff --git a/fuzzylite/test/Catch.License b/fuzzylite/test/Catch.License
new file mode 100644
index 0000000..36b7cd9
--- /dev/null
+++ b/fuzzylite/test/Catch.License
@@ -0,0 +1,23 @@
+Boost Software License - Version 1.0 - August 17th, 2003
+
+Permission is hereby granted, free of charge, to any person or organization
+obtaining a copy of the software and accompanying documentation covered by
+this license (the "Software") to use, reproduce, display, distribute,
+execute, and transmit the Software, and to prepare derivative works of the
+Software, and to permit third-parties to whom the Software is furnished to
+do so, all subject to the following:
+
+The copyright notices in the Software and this entire statement, including
+the above license grant, this restriction and the following disclaimer,
+must be included in all copies of the Software, in whole or in part, and
+all derivative works of the Software, unless such copies or derivative
+works are solely in the form of machine-executable object code generated by
+a source language processor.
+
+THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+FITNESS FOR A PARTICULAR PURPOSE, TITLE AND NON-INFRINGEMENT. IN NO EVENT
+SHALL THE COPYRIGHT HOLDERS OR ANYONE DISTRIBUTING THE SOFTWARE BE LIABLE
+FOR ANY DAMAGES OR OTHER LIABILITY, WHETHER IN CONTRACT, TORT OR OTHERWISE,
+ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER
+DEALINGS IN THE SOFTWARE.
diff --git a/fuzzylite/test/MainTest.cpp b/fuzzylite/test/MainTest.cpp
new file mode 100644
index 0000000..c18740a
--- /dev/null
+++ b/fuzzylite/test/MainTest.cpp
@@ -0,0 +1,34 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#define CATCH_CONFIG_RUNNER
+
+#include "test/catch.hpp"
+
+#include "fl/Headers.h"
+
+int main(int argc, char** argv) {
+
+ // global setup...
+ fl::fuzzylite::setDebugging(false);
+ fl::fuzzylite::setLogging(true);
+
+ int result = Catch::Session().run(argc, argv);
+
+ // global clean-up...
+
+ return result;
+}
diff --git a/fuzzylite/test/QuickTest.cpp b/fuzzylite/test/QuickTest.cpp
new file mode 100644
index 0000000..9108fde
--- /dev/null
+++ b/fuzzylite/test/QuickTest.cpp
@@ -0,0 +1,128 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#include "test/catch.hpp"
+#include "fl/Headers.h"
+
+namespace fl {
+
+ TEST_CASE("Increment ", "[op][increment]") {
+ std::vector<int> sampleValues, minSampleValues, maxSampleValues;
+ for (std::size_t i = 0; i < 2; ++i) {
+ sampleValues.push_back(0);
+ minSampleValues.push_back(0);
+ if (i == 0)
+ maxSampleValues.push_back(10);
+ else maxSampleValues.push_back(0);
+ }
+ int times = 0;
+ do {
+ times++;
+ FL_LOG(times << " " << Op::join(sampleValues, ","));
+ } while (Op::increment(sampleValues, minSampleValues, maxSampleValues));
+
+ CHECK(times == 10 + 1);
+ }
+
+ TEST_CASE("Op::split splits multiline", "[op][split]") {
+ std::string multiline = "1\n2\n3\n4";
+ std::vector<std::string> split = Op::split(multiline, "\n");
+ CHECK(split.size() == 4);
+ }
+
+ TEST_CASE("Op::str produces correct numbers", "[op][str]") {
+ fuzzylite::setLogging(true);
+ fuzzylite::setDecimals(3);
+
+ FL_LOG(Op::str(1.0));
+ FL_LOG(Op::str((long) 5000));
+ FL_LOG(Op::str((int) 6000));
+ FL_LOG(Op::str(std::size_t(6000)));
+ FL_LOG(Op::str(scalar(0.333333)));
+ FL_LOG(Op::str(float(0.333333)));
+ FL_LOG(Op::str(double(0.333333)));
+ FL_LOG(Op::str(double(0.333333), 9));
+
+ CHECK(Op::str(0) == "0");
+ CHECK(Op::str(1) == "1");
+ CHECK(Op::str(1.0) == "1.000");
+ CHECK(Op::str((long) 5000) == "5000");
+ CHECK(Op::str((int) 6000) == "6000");
+ CHECK(Op::str(std::size_t(6000)) == "6000");
+ CHECK(Op::str(scalar(0.333333)) == "0.333");
+ CHECK(Op::str(float(0.333333)) == "0.333");
+ CHECK(Op::str(double(0.333333)) == "0.333");
+ CHECK(Op::str(double(0.0000333), 9) == "0.000033300");
+
+ CHECK(Op::str(fuzzylite::macheps()) == "0.000");
+ CHECK(Op::str(fuzzylite::macheps(), 6) == "0.000001");
+ CHECK(Op::str(1e-7) == "0.000");
+ CHECK(Op::str(1e-7, 6) == "0.000000");
+ CHECK(Op::str(1e-7, 7) == "0.0000001");
+
+ FL_LOG("scientific");
+ fuzzylite::setScalarFormat(std::ios_base::scientific);
+ FL_LOG(Op::str(1.0));
+ FL_LOG(Op::str((long) 5000));
+ FL_LOG(Op::str((int) 6000));
+ FL_LOG(Op::str(std::size_t(6000)));
+ FL_LOG(Op::str(scalar(0.333333)));
+ FL_LOG(Op::str(float(0.333333)));
+ FL_LOG(Op::str(double(0.333333)));
+ FL_LOG(Op::str(double(0.0000333), 9));
+
+ CHECK(Op::str(0) == "0");
+ CHECK(Op::str(1.0) == "1.000e+00");
+ CHECK(Op::str((long) 5000) == "5000");
+ CHECK(Op::str((int) 6000) == "6000");
+ CHECK(Op::str(std::size_t(6000)) == "6000");
+ CHECK(Op::str(scalar(0.333333)) == "3.333e-01");
+ CHECK(Op::str(float(0.333333)) == "3.333e-01");
+ CHECK(Op::str(double(0.333333)) == "3.333e-01");
+ CHECK(Op::str(double(0.0000333), 9) == "3.330000000e-05");
+
+ CHECK(Op::isEq(fuzzylite::macheps(), 0.0) == false);
+ CHECK(Op::isEq(fuzzylite::macheps(), 0.0, std::pow(10.0, -6)) == false);
+ CHECK(Op::str(fuzzylite::macheps()) == "0.000e+00");
+ CHECK(Op::str(fuzzylite::macheps(), -1) == "1.000000e-06");
+ CHECK(Op::str(fuzzylite::macheps(), -1, std::ios_base::fmtflags(0x0)) == "1e-06");
+ CHECK(Op::str(1e-7, 6) == "0.000000e+00");
+ CHECK(Op::str(1e-7, 7) == "1.0000000e-07");
+ CHECK(Op::str(1e-7, 7, std::ios_base::fmtflags(0x0)) == "1e-07");
+
+
+ fuzzylite::setScalarFormat(std::ios_base::fixed);
+
+ CHECK(Op::str(0.000001, 6, std::ios_base::fmtflags(0x0)) == "1e-06");
+ CHECK(Op::str(1e-6, 6, std::ios_base::fmtflags(0x0)) == "1e-06");
+ CHECK(Op::str(1e6, 3, std::ios_base::fmtflags(0x0)) == "1e+06");
+ CHECK(Op::str(1000000, 3, std::ios_base::fmtflags(0x0)) == "1000000");
+ CHECK(Op::str(1000000.0, 3, std::ios_base::fmtflags(0x0)) == "1e+06");
+ }
+
+ TEST_CASE("macro expansion does not evaluate parameter before expansion", "[op]") {
+ std::ostringstream os;
+#define FL_MACRO1(x) os << x * 5;
+ FL_MACRO1(4 + 10);
+ CHECK(os.str() == "54");
+
+#define xstr(s) str(s)
+#define str(s) #s
+ CHECK(xstr(4 + 10) == "4 + 10");
+ }
+
+
+}
diff --git a/fuzzylite/test/activation/ThresholdTest.cpp b/fuzzylite/test/activation/ThresholdTest.cpp
new file mode 100644
index 0000000..9f6a9e6
--- /dev/null
+++ b/fuzzylite/test/activation/ThresholdTest.cpp
@@ -0,0 +1,65 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#include "test/catch.hpp"
+#include "fl/Headers.h"
+
+namespace fl {
+
+ /**
+ * Tests: term/Function
+ *
+ * @author Juan Rada-Vilela, Ph.D.
+ *
+ */
+
+ TEST_CASE("Treshold can be clone ", "[activation][threshold]") {
+ Threshold* t = new Threshold("<", 1.0);
+ REQUIRE(t->getComparison() == Threshold::LessThan);
+ REQUIRE(Op::isEq(t->getValue(), 1.0));
+ FL_DBG(FllExporter().toString(t));
+
+ Threshold* clone = t->clone();
+ REQUIRE(clone->getComparison() == Threshold::LessThan);
+ REQUIRE(Op::isEq(clone->getValue(), 1.0));
+ FL_DBG(FllExporter().toString(clone));
+ }
+
+ TEST_CASE("Treshold can be copy-constructed", "[activation][threshold]") {
+ Threshold* t = new Threshold(">=", 1.0);
+ REQUIRE(t->getComparison() == Threshold::GreaterThanOrEqualTo);
+ REQUIRE(Op::isEq(t->getValue(), 1.0));
+ FL_DBG(FllExporter().toString(t));
+
+ Threshold clone(*t);
+ REQUIRE(clone.getComparison() == Threshold::GreaterThanOrEqualTo);
+ REQUIRE(Op::isEq(clone.getValue(), 1.0));
+ FL_DBG(FllExporter().toString(&clone));
+ }
+
+ TEST_CASE("Treshold can be assigned", "[activation][threshold]") {
+ Threshold* t = new Threshold(">=", 1.0);
+ REQUIRE(t->getComparison() == Threshold::GreaterThanOrEqualTo);
+ REQUIRE(Op::isEq(t->getValue(), 1.0));
+ FL_DBG(FllExporter().toString(t));
+
+ Threshold clone = *t;
+ REQUIRE(clone.getComparison() == Threshold::GreaterThanOrEqualTo);
+ REQUIRE(Op::isEq(clone.getValue(), 1.0));
+ FL_DBG(FllExporter().toString(&clone));
+ }
+
+}
diff --git a/fuzzylite/test/catch.hpp b/fuzzylite/test/catch.hpp
new file mode 100644
index 0000000..6f9334b
--- /dev/null
+++ b/fuzzylite/test/catch.hpp
@@ -0,0 +1,11282 @@
+/*
+ * Catch v1.8.1
+ * Generated: 2017-03-01 16:04:19.016511
+ * ----------------------------------------------------------
+ * This file has been merged from multiple headers. Please don't edit it directly
+ * Copyright (c) 2012 Two Blue Cubes Ltd. All rights reserved.
+ *
+ * Distributed under the Boost Software License, Version 1.0. (See accompanying
+ * file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)
+ */
+#ifndef TWOBLUECUBES_SINGLE_INCLUDE_CATCH_HPP_INCLUDED
+#define TWOBLUECUBES_SINGLE_INCLUDE_CATCH_HPP_INCLUDED
+
+#define TWOBLUECUBES_CATCH_HPP_INCLUDED
+
+#ifdef __clang__
+# pragma clang system_header
+#elif defined __GNUC__
+# pragma GCC system_header
+#endif
+
+// #included from: internal/catch_suppress_warnings.h
+
+#ifdef __clang__
+# ifdef __ICC // icpc defines the __clang__ macro
+# pragma warning(push)
+# pragma warning(disable: 161 1682)
+# else // __ICC
+# pragma clang diagnostic ignored "-Wglobal-constructors"
+# pragma clang diagnostic ignored "-Wvariadic-macros"
+# pragma clang diagnostic ignored "-Wc99-extensions"
+# pragma clang diagnostic ignored "-Wunused-variable"
+# pragma clang diagnostic push
+# pragma clang diagnostic ignored "-Wpadded"
+# pragma clang diagnostic ignored "-Wc++98-compat"
+# pragma clang diagnostic ignored "-Wc++98-compat-pedantic"
+# pragma clang diagnostic ignored "-Wswitch-enum"
+# pragma clang diagnostic ignored "-Wcovered-switch-default"
+# endif
+#elif defined __GNUC__
+# pragma GCC diagnostic ignored "-Wvariadic-macros"
+# pragma GCC diagnostic ignored "-Wunused-variable"
+
+ // For newer version we can use __Pragma to disable the warnings locally
+# if __GNUC__ == 4 && __GNUC_MINOR__ >= 4 && __GNUC_MINOR__ <= 7
+# pragma GCC diagnostic ignored "-Wparentheses"
+# endif
+
+# pragma GCC diagnostic push
+# pragma GCC diagnostic ignored "-Wpadded"
+#endif
+#if defined(CATCH_CONFIG_MAIN) || defined(CATCH_CONFIG_RUNNER)
+# define CATCH_IMPL
+#endif
+
+#ifdef CATCH_IMPL
+# ifndef CLARA_CONFIG_MAIN
+# define CLARA_CONFIG_MAIN_NOT_DEFINED
+# define CLARA_CONFIG_MAIN
+# endif
+#endif
+
+// #included from: internal/catch_notimplemented_exception.h
+#define TWOBLUECUBES_CATCH_NOTIMPLEMENTED_EXCEPTION_H_INCLUDED
+
+// #included from: catch_common.h
+#define TWOBLUECUBES_CATCH_COMMON_H_INCLUDED
+
+// #included from: catch_compiler_capabilities.h
+#define TWOBLUECUBES_CATCH_COMPILER_CAPABILITIES_HPP_INCLUDED
+
+// Detect a number of compiler features - mostly C++11/14 conformance - by compiler
+// The following features are defined:
+//
+// CATCH_CONFIG_CPP11_NULLPTR : is nullptr supported?
+// CATCH_CONFIG_CPP11_NOEXCEPT : is noexcept supported?
+// CATCH_CONFIG_CPP11_GENERATED_METHODS : The delete and default keywords for compiler generated methods
+// CATCH_CONFIG_CPP11_IS_ENUM : std::is_enum is supported?
+// CATCH_CONFIG_CPP11_TUPLE : std::tuple is supported
+// CATCH_CONFIG_CPP11_LONG_LONG : is long long supported?
+// CATCH_CONFIG_CPP11_OVERRIDE : is override supported?
+// CATCH_CONFIG_CPP11_UNIQUE_PTR : is unique_ptr supported (otherwise use auto_ptr)
+// CATCH_CONFIG_CPP11_SHUFFLE : is std::shuffle supported?
+// CATCH_CONFIG_CPP11_TYPE_TRAITS : are type_traits and enable_if supported?
+
+// CATCH_CONFIG_CPP11_OR_GREATER : Is C++11 supported?
+
+// CATCH_CONFIG_VARIADIC_MACROS : are variadic macros supported?
+// CATCH_CONFIG_COUNTER : is the __COUNTER__ macro supported?
+// CATCH_CONFIG_WINDOWS_SEH : is Windows SEH supported?
+// CATCH_CONFIG_POSIX_SIGNALS : are POSIX signals supported?
+// ****************
+// Note to maintainers: if new toggles are added please document them
+// in configuration.md, too
+// ****************
+
+// In general each macro has a _NO_<feature name> form
+// (e.g. CATCH_CONFIG_CPP11_NO_NULLPTR) which disables the feature.
+// Many features, at point of detection, define an _INTERNAL_ macro, so they
+// can be combined, en-mass, with the _NO_ forms later.
+
+// All the C++11 features can be disabled with CATCH_CONFIG_NO_CPP11
+
+#ifdef __cplusplus
+
+# if __cplusplus >= 201103L
+# define CATCH_CPP11_OR_GREATER
+# endif
+
+# if __cplusplus >= 201402L
+# define CATCH_CPP14_OR_GREATER
+# endif
+
+#endif
+
+#ifdef __clang__
+
+# if __has_feature(cxx_nullptr)
+# define CATCH_INTERNAL_CONFIG_CPP11_NULLPTR
+# endif
+
+# if __has_feature(cxx_noexcept)
+# define CATCH_INTERNAL_CONFIG_CPP11_NOEXCEPT
+# endif
+
+# if defined(CATCH_CPP11_OR_GREATER)
+# define CATCH_INTERNAL_SUPPRESS_PARENTHESES_WARNINGS \
+ _Pragma( "clang diagnostic push" ) \
+ _Pragma( "clang diagnostic ignored \"-Wparentheses\"" )
+# define CATCH_INTERNAL_UNSUPPRESS_PARENTHESES_WARNINGS \
+ _Pragma( "clang diagnostic pop" )
+# endif
+
+#endif // __clang__
+
+////////////////////////////////////////////////////////////////////////////////
+// Cygwin
+#ifdef __CYGWIN__
+
+# if !defined(CATCH_CONFIG_POSIX_SIGNALS)
+# define CATCH_INTERNAL_CONFIG_NO_POSIX_SIGNALS
+# endif
+
+// Required for some versions of Cygwin to declare gettimeofday
+// see: http://stackoverflow.com/questions/36901803/gettimeofday-not-declared-in-this-scope-cygwin
+# define _BSD_SOURCE
+
+#endif // __CYGWIN__
+
+////////////////////////////////////////////////////////////////////////////////
+// Borland
+#ifdef __BORLANDC__
+
+#endif // __BORLANDC__
+
+////////////////////////////////////////////////////////////////////////////////
+// EDG
+#ifdef __EDG_VERSION__
+
+#endif // __EDG_VERSION__
+
+////////////////////////////////////////////////////////////////////////////////
+// Digital Mars
+#ifdef __DMC__
+
+#endif // __DMC__
+
+////////////////////////////////////////////////////////////////////////////////
+// GCC
+#ifdef __GNUC__
+
+# if __GNUC__ > 4 || (__GNUC__ == 4 && __GNUC_MINOR__ >= 8)
+# define CATCH_GCC_HAS_NEW_PRAGMA
+# endif
+
+# if __GNUC__ == 4 && __GNUC_MINOR__ >= 6 && defined(__GXX_EXPERIMENTAL_CXX0X__)
+# define CATCH_INTERNAL_CONFIG_CPP11_NULLPTR
+# endif
+
+# if !defined(CATCH_INTERNAL_SUPPRESS_PARENTHESES_WARNINGS) && defined(CATCH_GCC_HAS_NEW_PRAGMA)
+# define CATCH_INTERNAL_SUPPRESS_PARENTHESES_WARNINGS \
+ _Pragma( "GCC diagnostic push" ) \
+ _Pragma( "GCC diagnostic ignored \"-Wparentheses\"" )
+# define CATCH_INTERNAL_UNSUPPRESS_PARENTHESES_WARNINGS \
+ _Pragma( "GCC diagnostic pop" )
+# endif
+
+// - otherwise more recent versions define __cplusplus >= 201103L
+// and will get picked up below
+
+#endif // __GNUC__
+
+////////////////////////////////////////////////////////////////////////////////
+// Visual C++
+#ifdef _MSC_VER
+
+#define CATCH_INTERNAL_CONFIG_WINDOWS_SEH
+
+#if (_MSC_VER >= 1600)
+# define CATCH_INTERNAL_CONFIG_CPP11_NULLPTR
+# define CATCH_INTERNAL_CONFIG_CPP11_UNIQUE_PTR
+#endif
+
+#if (_MSC_VER >= 1900 ) // (VC++ 13 (VS2015))
+#define CATCH_INTERNAL_CONFIG_CPP11_NOEXCEPT
+#define CATCH_INTERNAL_CONFIG_CPP11_GENERATED_METHODS
+#define CATCH_INTERNAL_CONFIG_CPP11_SHUFFLE
+#define CATCH_INTERNAL_CONFIG_CPP11_TYPE_TRAITS
+#endif
+
+#endif // _MSC_VER
+
+////////////////////////////////////////////////////////////////////////////////
+
+// Use variadic macros if the compiler supports them
+#if ( defined _MSC_VER && _MSC_VER > 1400 && !defined __EDGE__) || \
+ ( defined __WAVE__ && __WAVE_HAS_VARIADICS ) || \
+ ( defined __GNUC__ && __GNUC__ >= 3 ) || \
+ ( !defined __cplusplus && __STDC_VERSION__ >= 199901L || __cplusplus >= 201103L )
+
+#define CATCH_INTERNAL_CONFIG_VARIADIC_MACROS
+
+#endif
+
+// Use __COUNTER__ if the compiler supports it
+#if ( defined _MSC_VER && _MSC_VER >= 1300 ) || \
+ ( defined __GNUC__ && __GNUC__ >= 4 && __GNUC_MINOR__ >= 3 ) || \
+ ( defined __clang__ && __clang_major__ >= 3 )
+
+#define CATCH_INTERNAL_CONFIG_COUNTER
+
+#endif
+
+////////////////////////////////////////////////////////////////////////////////
+// C++ language feature support
+
+// catch all support for C++11
+#if defined(CATCH_CPP11_OR_GREATER)
+
+# if !defined(CATCH_INTERNAL_CONFIG_CPP11_NULLPTR)
+# define CATCH_INTERNAL_CONFIG_CPP11_NULLPTR
+# endif
+
+# ifndef CATCH_INTERNAL_CONFIG_CPP11_NOEXCEPT
+# define CATCH_INTERNAL_CONFIG_CPP11_NOEXCEPT
+# endif
+
+# ifndef CATCH_INTERNAL_CONFIG_CPP11_GENERATED_METHODS
+# define CATCH_INTERNAL_CONFIG_CPP11_GENERATED_METHODS
+# endif
+
+# ifndef CATCH_INTERNAL_CONFIG_CPP11_IS_ENUM
+# define CATCH_INTERNAL_CONFIG_CPP11_IS_ENUM
+# endif
+
+# ifndef CATCH_INTERNAL_CONFIG_CPP11_TUPLE
+# define CATCH_INTERNAL_CONFIG_CPP11_TUPLE
+# endif
+
+# ifndef CATCH_INTERNAL_CONFIG_VARIADIC_MACROS
+# define CATCH_INTERNAL_CONFIG_VARIADIC_MACROS
+# endif
+
+# if !defined(CATCH_INTERNAL_CONFIG_CPP11_LONG_LONG)
+# define CATCH_INTERNAL_CONFIG_CPP11_LONG_LONG
+# endif
+
+# if !defined(CATCH_INTERNAL_CONFIG_CPP11_OVERRIDE)
+# define CATCH_INTERNAL_CONFIG_CPP11_OVERRIDE
+# endif
+# if !defined(CATCH_INTERNAL_CONFIG_CPP11_UNIQUE_PTR)
+# define CATCH_INTERNAL_CONFIG_CPP11_UNIQUE_PTR
+# endif
+# if !defined(CATCH_INTERNAL_CONFIG_CPP11_SHUFFLE)
+# define CATCH_INTERNAL_CONFIG_CPP11_SHUFFLE
+# endif
+# if !defined(CATCH_INTERNAL_CONFIG_CPP11_TYPE_TRAITS)
+# define CATCH_INTERNAL_CONFIG_CPP11_TYPE_TRAITS
+# endif
+
+#endif // __cplusplus >= 201103L
+
+// Now set the actual defines based on the above + anything the user has configured
+#if defined(CATCH_INTERNAL_CONFIG_CPP11_NULLPTR) && !defined(CATCH_CONFIG_CPP11_NO_NULLPTR) && !defined(CATCH_CONFIG_CPP11_NULLPTR) && !defined(CATCH_CONFIG_NO_CPP11)
+# define CATCH_CONFIG_CPP11_NULLPTR
+#endif
+#if defined(CATCH_INTERNAL_CONFIG_CPP11_NOEXCEPT) && !defined(CATCH_CONFIG_CPP11_NO_NOEXCEPT) && !defined(CATCH_CONFIG_CPP11_NOEXCEPT) && !defined(CATCH_CONFIG_NO_CPP11)
+# define CATCH_CONFIG_CPP11_NOEXCEPT
+#endif
+#if defined(CATCH_INTERNAL_CONFIG_CPP11_GENERATED_METHODS) && !defined(CATCH_CONFIG_CPP11_NO_GENERATED_METHODS) && !defined(CATCH_CONFIG_CPP11_GENERATED_METHODS) && !defined(CATCH_CONFIG_NO_CPP11)
+# define CATCH_CONFIG_CPP11_GENERATED_METHODS
+#endif
+#if defined(CATCH_INTERNAL_CONFIG_CPP11_IS_ENUM) && !defined(CATCH_CONFIG_CPP11_NO_IS_ENUM) && !defined(CATCH_CONFIG_CPP11_IS_ENUM) && !defined(CATCH_CONFIG_NO_CPP11)
+# define CATCH_CONFIG_CPP11_IS_ENUM
+#endif
+#if defined(CATCH_INTERNAL_CONFIG_CPP11_TUPLE) && !defined(CATCH_CONFIG_CPP11_NO_TUPLE) && !defined(CATCH_CONFIG_CPP11_TUPLE) && !defined(CATCH_CONFIG_NO_CPP11)
+# define CATCH_CONFIG_CPP11_TUPLE
+#endif
+#if defined(CATCH_INTERNAL_CONFIG_VARIADIC_MACROS) && !defined(CATCH_CONFIG_NO_VARIADIC_MACROS) && !defined(CATCH_CONFIG_VARIADIC_MACROS)
+# define CATCH_CONFIG_VARIADIC_MACROS
+#endif
+#if defined(CATCH_INTERNAL_CONFIG_CPP11_LONG_LONG) && !defined(CATCH_CONFIG_CPP11_NO_LONG_LONG) && !defined(CATCH_CONFIG_CPP11_LONG_LONG) && !defined(CATCH_CONFIG_NO_CPP11)
+# define CATCH_CONFIG_CPP11_LONG_LONG
+#endif
+#if defined(CATCH_INTERNAL_CONFIG_CPP11_OVERRIDE) && !defined(CATCH_CONFIG_CPP11_NO_OVERRIDE) && !defined(CATCH_CONFIG_CPP11_OVERRIDE) && !defined(CATCH_CONFIG_NO_CPP11)
+# define CATCH_CONFIG_CPP11_OVERRIDE
+#endif
+#if defined(CATCH_INTERNAL_CONFIG_CPP11_UNIQUE_PTR) && !defined(CATCH_CONFIG_CPP11_NO_UNIQUE_PTR) && !defined(CATCH_CONFIG_CPP11_UNIQUE_PTR) && !defined(CATCH_CONFIG_NO_CPP11)
+# define CATCH_CONFIG_CPP11_UNIQUE_PTR
+#endif
+// Use of __COUNTER__ is suppressed if __JETBRAINS_IDE__ is #defined (meaning we're being parsed by a JetBrains IDE for
+// analytics) because, at time of writing, __COUNTER__ is not properly handled by it.
+// This does not affect compilation
+#if defined(CATCH_INTERNAL_CONFIG_COUNTER) && !defined(CATCH_CONFIG_NO_COUNTER) && !defined(CATCH_CONFIG_COUNTER) && !defined(__JETBRAINS_IDE__)
+# define CATCH_CONFIG_COUNTER
+#endif
+#if defined(CATCH_INTERNAL_CONFIG_CPP11_SHUFFLE) && !defined(CATCH_CONFIG_CPP11_NO_SHUFFLE) && !defined(CATCH_CONFIG_CPP11_SHUFFLE) && !defined(CATCH_CONFIG_NO_CPP11)
+# define CATCH_CONFIG_CPP11_SHUFFLE
+#endif
+# if defined(CATCH_INTERNAL_CONFIG_CPP11_TYPE_TRAITS) && !defined(CATCH_CONFIG_CPP11_NO_TYPE_TRAITS) && !defined(CATCH_CONFIG_CPP11_TYPE_TRAITS) && !defined(CATCH_CONFIG_NO_CPP11)
+# define CATCH_CONFIG_CPP11_TYPE_TRAITS
+# endif
+#if defined(CATCH_INTERNAL_CONFIG_WINDOWS_SEH) && !defined(CATCH_CONFIG_NO_WINDOWS_SEH) && !defined(CATCH_CONFIG_WINDOWS_SEH)
+# define CATCH_CONFIG_WINDOWS_SEH
+#endif
+// This is set by default, because we assume that unix compilers are posix-signal-compatible by default.
+#if !defined(CATCH_INTERNAL_CONFIG_NO_POSIX_SIGNALS) && !defined(CATCH_CONFIG_NO_POSIX_SIGNALS) && !defined(CATCH_CONFIG_POSIX_SIGNALS)
+# define CATCH_CONFIG_POSIX_SIGNALS
+#endif
+
+#if !defined(CATCH_INTERNAL_SUPPRESS_PARENTHESES_WARNINGS)
+# define CATCH_INTERNAL_SUPPRESS_PARENTHESES_WARNINGS
+# define CATCH_INTERNAL_UNSUPPRESS_PARENTHESES_WARNINGS
+#endif
+
+// noexcept support:
+#if defined(CATCH_CONFIG_CPP11_NOEXCEPT) && !defined(CATCH_NOEXCEPT)
+# define CATCH_NOEXCEPT noexcept
+# define CATCH_NOEXCEPT_IS(x) noexcept(x)
+#else
+# define CATCH_NOEXCEPT throw()
+# define CATCH_NOEXCEPT_IS(x)
+#endif
+
+// nullptr support
+#ifdef CATCH_CONFIG_CPP11_NULLPTR
+# define CATCH_NULL nullptr
+#else
+# define CATCH_NULL NULL
+#endif
+
+// override support
+#ifdef CATCH_CONFIG_CPP11_OVERRIDE
+# define CATCH_OVERRIDE override
+#else
+# define CATCH_OVERRIDE
+#endif
+
+// unique_ptr support
+#ifdef CATCH_CONFIG_CPP11_UNIQUE_PTR
+# define CATCH_AUTO_PTR( T ) std::unique_ptr<T>
+#else
+# define CATCH_AUTO_PTR( T ) std::auto_ptr<T>
+#endif
+
+#define INTERNAL_CATCH_UNIQUE_NAME_LINE2( name, line ) name##line
+#define INTERNAL_CATCH_UNIQUE_NAME_LINE( name, line ) INTERNAL_CATCH_UNIQUE_NAME_LINE2( name, line )
+#ifdef CATCH_CONFIG_COUNTER
+# define INTERNAL_CATCH_UNIQUE_NAME( name ) INTERNAL_CATCH_UNIQUE_NAME_LINE( name, __COUNTER__ )
+#else
+# define INTERNAL_CATCH_UNIQUE_NAME( name ) INTERNAL_CATCH_UNIQUE_NAME_LINE( name, __LINE__ )
+#endif
+
+#define INTERNAL_CATCH_STRINGIFY2( expr ) #expr
+#define INTERNAL_CATCH_STRINGIFY( expr ) INTERNAL_CATCH_STRINGIFY2( expr )
+
+#include <sstream>
+#include <algorithm>
+
+namespace Catch {
+
+ struct IConfig;
+
+ struct CaseSensitive { enum Choice {
+ Yes,
+ No
+ }; };
+
+ class NonCopyable {
+#ifdef CATCH_CONFIG_CPP11_GENERATED_METHODS
+ NonCopyable( NonCopyable const& ) = delete;
+ NonCopyable( NonCopyable && ) = delete;
+ NonCopyable& operator = ( NonCopyable const& ) = delete;
+ NonCopyable& operator = ( NonCopyable && ) = delete;
+#else
+ NonCopyable( NonCopyable const& info );
+ NonCopyable& operator = ( NonCopyable const& );
+#endif
+
+ protected:
+ NonCopyable() {}
+ virtual ~NonCopyable();
+ };
+
+ class SafeBool {
+ public:
+ typedef void (SafeBool::*type)() const;
+
+ static type makeSafe( bool value ) {
+ return value ? &SafeBool::trueValue : 0;
+ }
+ private:
+ void trueValue() const {}
+ };
+
+ template<typename ContainerT>
+ inline void deleteAll( ContainerT& container ) {
+ typename ContainerT::const_iterator it = container.begin();
+ typename ContainerT::const_iterator itEnd = container.end();
+ for(; it != itEnd; ++it )
+ delete *it;
+ }
+ template<typename AssociativeContainerT>
+ inline void deleteAllValues( AssociativeContainerT& container ) {
+ typename AssociativeContainerT::const_iterator it = container.begin();
+ typename AssociativeContainerT::const_iterator itEnd = container.end();
+ for(; it != itEnd; ++it )
+ delete it->second;
+ }
+
+ bool startsWith( std::string const& s, std::string const& prefix );
+ bool startsWith( std::string const& s, char prefix );
+ bool endsWith( std::string const& s, std::string const& suffix );
+ bool endsWith( std::string const& s, char suffix );
+ bool contains( std::string const& s, std::string const& infix );
+ void toLowerInPlace( std::string& s );
+ std::string toLower( std::string const& s );
+ std::string trim( std::string const& str );
+ bool replaceInPlace( std::string& str, std::string const& replaceThis, std::string const& withThis );
+
+ struct pluralise {
+ pluralise( std::size_t count, std::string const& label );
+
+ friend std::ostream& operator << ( std::ostream& os, pluralise const& pluraliser );
+
+ std::size_t m_count;
+ std::string m_label;
+ };
+
+ struct SourceLineInfo {
+
+ SourceLineInfo();
+ SourceLineInfo( char const* _file, std::size_t _line );
+# ifdef CATCH_CONFIG_CPP11_GENERATED_METHODS
+ SourceLineInfo(SourceLineInfo const& other) = default;
+ SourceLineInfo( SourceLineInfo && ) = default;
+ SourceLineInfo& operator = ( SourceLineInfo const& ) = default;
+ SourceLineInfo& operator = ( SourceLineInfo && ) = default;
+# endif
+ bool empty() const;
+ bool operator == ( SourceLineInfo const& other ) const;
+ bool operator < ( SourceLineInfo const& other ) const;
+
+ char const* file;
+ std::size_t line;
+ };
+
+ std::ostream& operator << ( std::ostream& os, SourceLineInfo const& info );
+
+ // This is just here to avoid compiler warnings with macro constants and boolean literals
+ inline bool isTrue( bool value ){ return value; }
+ inline bool alwaysTrue() { return true; }
+ inline bool alwaysFalse() { return false; }
+
+ void throwLogicError( std::string const& message, SourceLineInfo const& locationInfo );
+
+ void seedRng( IConfig const& config );
+ unsigned int rngSeed();
+
+ // Use this in variadic streaming macros to allow
+ // >> +StreamEndStop
+ // as well as
+ // >> stuff +StreamEndStop
+ struct StreamEndStop {
+ std::string operator+() {
+ return std::string();
+ }
+ };
+ template<typename T>
+ T const& operator + ( T const& value, StreamEndStop ) {
+ return value;
+ }
+}
+
+#define CATCH_INTERNAL_LINEINFO ::Catch::SourceLineInfo( __FILE__, static_cast<std::size_t>( __LINE__ ) )
+#define CATCH_INTERNAL_ERROR( msg ) ::Catch::throwLogicError( msg, CATCH_INTERNAL_LINEINFO );
+
+namespace Catch {
+
+ class NotImplementedException : public std::exception
+ {
+ public:
+ NotImplementedException( SourceLineInfo const& lineInfo );
+ NotImplementedException( NotImplementedException const& ) {}
+
+ virtual ~NotImplementedException() CATCH_NOEXCEPT {}
+
+ virtual const char* what() const CATCH_NOEXCEPT;
+
+ private:
+ std::string m_what;
+ SourceLineInfo m_lineInfo;
+ };
+
+} // end namespace Catch
+
+///////////////////////////////////////////////////////////////////////////////
+#define CATCH_NOT_IMPLEMENTED throw Catch::NotImplementedException( CATCH_INTERNAL_LINEINFO )
+
+// #included from: internal/catch_context.h
+#define TWOBLUECUBES_CATCH_CONTEXT_H_INCLUDED
+
+// #included from: catch_interfaces_generators.h
+#define TWOBLUECUBES_CATCH_INTERFACES_GENERATORS_H_INCLUDED
+
+#include <string>
+
+namespace Catch {
+
+ struct IGeneratorInfo {
+ virtual ~IGeneratorInfo();
+ virtual bool moveNext() = 0;
+ virtual std::size_t getCurrentIndex() const = 0;
+ };
+
+ struct IGeneratorsForTest {
+ virtual ~IGeneratorsForTest();
+
+ virtual IGeneratorInfo& getGeneratorInfo( std::string const& fileInfo, std::size_t size ) = 0;
+ virtual bool moveNext() = 0;
+ };
+
+ IGeneratorsForTest* createGeneratorsForTest();
+
+} // end namespace Catch
+
+// #included from: catch_ptr.hpp
+#define TWOBLUECUBES_CATCH_PTR_HPP_INCLUDED
+
+#ifdef __clang__
+#pragma clang diagnostic push
+#pragma clang diagnostic ignored "-Wpadded"
+#endif
+
+namespace Catch {
+
+ // An intrusive reference counting smart pointer.
+ // T must implement addRef() and release() methods
+ // typically implementing the IShared interface
+ template<typename T>
+ class Ptr {
+ public:
+ Ptr() : m_p( CATCH_NULL ){}
+ Ptr( T* p ) : m_p( p ){
+ if( m_p )
+ m_p->addRef();
+ }
+ Ptr( Ptr const& other ) : m_p( other.m_p ){
+ if( m_p )
+ m_p->addRef();
+ }
+ ~Ptr(){
+ if( m_p )
+ m_p->release();
+ }
+ void reset() {
+ if( m_p )
+ m_p->release();
+ m_p = CATCH_NULL;
+ }
+ Ptr& operator = ( T* p ){
+ Ptr temp( p );
+ swap( temp );
+ return *this;
+ }
+ Ptr& operator = ( Ptr const& other ){
+ Ptr temp( other );
+ swap( temp );
+ return *this;
+ }
+ void swap( Ptr& other ) { std::swap( m_p, other.m_p ); }
+ T* get() const{ return m_p; }
+ T& operator*() const { return *m_p; }
+ T* operator->() const { return m_p; }
+ bool operator !() const { return m_p == CATCH_NULL; }
+ operator SafeBool::type() const { return SafeBool::makeSafe( m_p != CATCH_NULL ); }
+
+ private:
+ T* m_p;
+ };
+
+ struct IShared : NonCopyable {
+ virtual ~IShared();
+ virtual void addRef() const = 0;
+ virtual void release() const = 0;
+ };
+
+ template<typename T = IShared>
+ struct SharedImpl : T {
+
+ SharedImpl() : m_rc( 0 ){}
+
+ virtual void addRef() const {
+ ++m_rc;
+ }
+ virtual void release() const {
+ if( --m_rc == 0 )
+ delete this;
+ }
+
+ mutable unsigned int m_rc;
+ };
+
+} // end namespace Catch
+
+#ifdef __clang__
+#pragma clang diagnostic pop
+#endif
+
+namespace Catch {
+
+ class TestCase;
+ class Stream;
+ struct IResultCapture;
+ struct IRunner;
+ struct IGeneratorsForTest;
+ struct IConfig;
+
+ struct IContext
+ {
+ virtual ~IContext();
+
+ virtual IResultCapture* getResultCapture() = 0;
+ virtual IRunner* getRunner() = 0;
+ virtual size_t getGeneratorIndex( std::string const& fileInfo, size_t totalSize ) = 0;
+ virtual bool advanceGeneratorsForCurrentTest() = 0;
+ virtual Ptr<IConfig const> getConfig() const = 0;
+ };
+
+ struct IMutableContext : IContext
+ {
+ virtual ~IMutableContext();
+ virtual void setResultCapture( IResultCapture* resultCapture ) = 0;
+ virtual void setRunner( IRunner* runner ) = 0;
+ virtual void setConfig( Ptr<IConfig const> const& config ) = 0;
+ };
+
+ IContext& getCurrentContext();
+ IMutableContext& getCurrentMutableContext();
+ void cleanUpContext();
+ Stream createStream( std::string const& streamName );
+
+}
+
+// #included from: internal/catch_test_registry.hpp
+#define TWOBLUECUBES_CATCH_TEST_REGISTRY_HPP_INCLUDED
+
+// #included from: catch_interfaces_testcase.h
+#define TWOBLUECUBES_CATCH_INTERFACES_TESTCASE_H_INCLUDED
+
+#include <vector>
+
+namespace Catch {
+
+ class TestSpec;
+
+ struct ITestCase : IShared {
+ virtual void invoke () const = 0;
+ protected:
+ virtual ~ITestCase();
+ };
+
+ class TestCase;
+ struct IConfig;
+
+ struct ITestCaseRegistry {
+ virtual ~ITestCaseRegistry();
+ virtual std::vector<TestCase> const& getAllTests() const = 0;
+ virtual std::vector<TestCase> const& getAllTestsSorted( IConfig const& config ) const = 0;
+ };
+
+ bool matchTest( TestCase const& testCase, TestSpec const& testSpec, IConfig const& config );
+ std::vector<TestCase> filterTests( std::vector<TestCase> const& testCases, TestSpec const& testSpec, IConfig const& config );
+ std::vector<TestCase> const& getAllTestCasesSorted( IConfig const& config );
+
+}
+
+namespace Catch {
+
+template<typename C>
+class MethodTestCase : public SharedImpl<ITestCase> {
+
+public:
+ MethodTestCase( void (C::*method)() ) : m_method( method ) {}
+
+ virtual void invoke() const {
+ C obj;
+ (obj.*m_method)();
+ }
+
+private:
+ virtual ~MethodTestCase() {}
+
+ void (C::*m_method)();
+};
+
+typedef void(*TestFunction)();
+
+struct NameAndDesc {
+ NameAndDesc( const char* _name = "", const char* _description= "" )
+ : name( _name ), description( _description )
+ {}
+
+ const char* name;
+ const char* description;
+};
+
+void registerTestCase
+ ( ITestCase* testCase,
+ char const* className,
+ NameAndDesc const& nameAndDesc,
+ SourceLineInfo const& lineInfo );
+
+struct AutoReg {
+
+ AutoReg
+ ( TestFunction function,
+ SourceLineInfo const& lineInfo,
+ NameAndDesc const& nameAndDesc );
+
+ template<typename C>
+ AutoReg
+ ( void (C::*method)(),
+ char const* className,
+ NameAndDesc const& nameAndDesc,
+ SourceLineInfo const& lineInfo ) {
+
+ registerTestCase
+ ( new MethodTestCase<C>( method ),
+ className,
+ nameAndDesc,
+ lineInfo );
+ }
+
+ ~AutoReg();
+
+private:
+ AutoReg( AutoReg const& );
+ void operator= ( AutoReg const& );
+};
+
+void registerTestCaseFunction
+ ( TestFunction function,
+ SourceLineInfo const& lineInfo,
+ NameAndDesc const& nameAndDesc );
+
+} // end namespace Catch
+
+#ifdef CATCH_CONFIG_VARIADIC_MACROS
+ ///////////////////////////////////////////////////////////////////////////////
+ #define INTERNAL_CATCH_TESTCASE2( TestName, ... ) \
+ static void TestName(); \
+ namespace{ Catch::AutoReg INTERNAL_CATCH_UNIQUE_NAME( autoRegistrar )( &TestName, CATCH_INTERNAL_LINEINFO, Catch::NameAndDesc( __VA_ARGS__ ) ); }\
+ static void TestName()
+ #define INTERNAL_CATCH_TESTCASE( ... ) \
+ INTERNAL_CATCH_TESTCASE2( INTERNAL_CATCH_UNIQUE_NAME( ____C_A_T_C_H____T_E_S_T____ ), __VA_ARGS__ )
+
+ ///////////////////////////////////////////////////////////////////////////////
+ #define INTERNAL_CATCH_METHOD_AS_TEST_CASE( QualifiedMethod, ... ) \
+ namespace{ Catch::AutoReg INTERNAL_CATCH_UNIQUE_NAME( autoRegistrar )( &QualifiedMethod, "&" #QualifiedMethod, Catch::NameAndDesc( __VA_ARGS__ ), CATCH_INTERNAL_LINEINFO ); }
+
+ ///////////////////////////////////////////////////////////////////////////////
+ #define INTERNAL_CATCH_TEST_CASE_METHOD2( TestName, ClassName, ... )\
+ namespace{ \
+ struct TestName : ClassName{ \
+ void test(); \
+ }; \
+ Catch::AutoReg INTERNAL_CATCH_UNIQUE_NAME( autoRegistrar ) ( &TestName::test, #ClassName, Catch::NameAndDesc( __VA_ARGS__ ), CATCH_INTERNAL_LINEINFO ); \
+ } \
+ void TestName::test()
+ #define INTERNAL_CATCH_TEST_CASE_METHOD( ClassName, ... ) \
+ INTERNAL_CATCH_TEST_CASE_METHOD2( INTERNAL_CATCH_UNIQUE_NAME( ____C_A_T_C_H____T_E_S_T____ ), ClassName, __VA_ARGS__ )
+
+ ///////////////////////////////////////////////////////////////////////////////
+ #define INTERNAL_CATCH_REGISTER_TESTCASE( Function, ... ) \
+ Catch::AutoReg( Function, CATCH_INTERNAL_LINEINFO, Catch::NameAndDesc( __VA_ARGS__ ) );
+
+#else
+ ///////////////////////////////////////////////////////////////////////////////
+ #define INTERNAL_CATCH_TESTCASE2( TestName, Name, Desc ) \
+ static void TestName(); \
+ namespace{ Catch::AutoReg INTERNAL_CATCH_UNIQUE_NAME( autoRegistrar )( &TestName, CATCH_INTERNAL_LINEINFO, Catch::NameAndDesc( Name, Desc ) ); }\
+ static void TestName()
+ #define INTERNAL_CATCH_TESTCASE( Name, Desc ) \
+ INTERNAL_CATCH_TESTCASE2( INTERNAL_CATCH_UNIQUE_NAME( ____C_A_T_C_H____T_E_S_T____ ), Name, Desc )
+
+ ///////////////////////////////////////////////////////////////////////////////
+ #define INTERNAL_CATCH_METHOD_AS_TEST_CASE( QualifiedMethod, Name, Desc ) \
+ namespace{ Catch::AutoReg INTERNAL_CATCH_UNIQUE_NAME( autoRegistrar )( &QualifiedMethod, "&" #QualifiedMethod, Catch::NameAndDesc( Name, Desc ), CATCH_INTERNAL_LINEINFO ); }
+
+ ///////////////////////////////////////////////////////////////////////////////
+ #define INTERNAL_CATCH_TEST_CASE_METHOD2( TestCaseName, ClassName, TestName, Desc )\
+ namespace{ \
+ struct TestCaseName : ClassName{ \
+ void test(); \
+ }; \
+ Catch::AutoReg INTERNAL_CATCH_UNIQUE_NAME( autoRegistrar ) ( &TestCaseName::test, #ClassName, Catch::NameAndDesc( TestName, Desc ), CATCH_INTERNAL_LINEINFO ); \
+ } \
+ void TestCaseName::test()
+ #define INTERNAL_CATCH_TEST_CASE_METHOD( ClassName, TestName, Desc )\
+ INTERNAL_CATCH_TEST_CASE_METHOD2( INTERNAL_CATCH_UNIQUE_NAME( ____C_A_T_C_H____T_E_S_T____ ), ClassName, TestName, Desc )
+
+ ///////////////////////////////////////////////////////////////////////////////
+ #define INTERNAL_CATCH_REGISTER_TESTCASE( Function, Name, Desc ) \
+ Catch::AutoReg( Function, CATCH_INTERNAL_LINEINFO, Catch::NameAndDesc( Name, Desc ) );
+#endif
+
+// #included from: internal/catch_capture.hpp
+#define TWOBLUECUBES_CATCH_CAPTURE_HPP_INCLUDED
+
+// #included from: catch_result_builder.h
+#define TWOBLUECUBES_CATCH_RESULT_BUILDER_H_INCLUDED
+
+// #included from: catch_result_type.h
+#define TWOBLUECUBES_CATCH_RESULT_TYPE_H_INCLUDED
+
+namespace Catch {
+
+ // ResultWas::OfType enum
+ struct ResultWas { enum OfType {
+ Unknown = -1,
+ Ok = 0,
+ Info = 1,
+ Warning = 2,
+
+ FailureBit = 0x10,
+
+ ExpressionFailed = FailureBit | 1,
+ ExplicitFailure = FailureBit | 2,
+
+ Exception = 0x100 | FailureBit,
+
+ ThrewException = Exception | 1,
+ DidntThrowException = Exception | 2,
+
+ FatalErrorCondition = 0x200 | FailureBit
+
+ }; };
+
+ inline bool isOk( ResultWas::OfType resultType ) {
+ return ( resultType & ResultWas::FailureBit ) == 0;
+ }
+ inline bool isJustInfo( int flags ) {
+ return flags == ResultWas::Info;
+ }
+
+ // ResultDisposition::Flags enum
+ struct ResultDisposition { enum Flags {
+ Normal = 0x01,
+
+ ContinueOnFailure = 0x02, // Failures fail test, but execution continues
+ FalseTest = 0x04, // Prefix expression with !
+ SuppressFail = 0x08 // Failures are reported but do not fail the test
+ }; };
+
+ inline ResultDisposition::Flags operator | ( ResultDisposition::Flags lhs, ResultDisposition::Flags rhs ) {
+ return static_cast<ResultDisposition::Flags>( static_cast<int>( lhs ) | static_cast<int>( rhs ) );
+ }
+
+ inline bool shouldContinueOnFailure( int flags ) { return ( flags & ResultDisposition::ContinueOnFailure ) != 0; }
+ inline bool isFalseTest( int flags ) { return ( flags & ResultDisposition::FalseTest ) != 0; }
+ inline bool shouldSuppressFailure( int flags ) { return ( flags & ResultDisposition::SuppressFail ) != 0; }
+
+} // end namespace Catch
+
+// #included from: catch_assertionresult.h
+#define TWOBLUECUBES_CATCH_ASSERTIONRESULT_H_INCLUDED
+
+#include <string>
+
+namespace Catch {
+
+ struct STATIC_ASSERT_Expression_Too_Complex_Please_Rewrite_As_Binary_Comparison;
+
+ struct DecomposedExpression
+ {
+ virtual ~DecomposedExpression() {}
+ virtual bool isBinaryExpression() const {
+ return false;
+ }
+ virtual void reconstructExpression( std::string& dest ) const = 0;
+
+ // Only simple binary comparisons can be decomposed.
+ // If more complex check is required then wrap sub-expressions in parentheses.
+ template<typename T> STATIC_ASSERT_Expression_Too_Complex_Please_Rewrite_As_Binary_Comparison& operator + ( T const& );
+ template<typename T> STATIC_ASSERT_Expression_Too_Complex_Please_Rewrite_As_Binary_Comparison& operator - ( T const& );
+ template<typename T> STATIC_ASSERT_Expression_Too_Complex_Please_Rewrite_As_Binary_Comparison& operator * ( T const& );
+ template<typename T> STATIC_ASSERT_Expression_Too_Complex_Please_Rewrite_As_Binary_Comparison& operator / ( T const& );
+ template<typename T> STATIC_ASSERT_Expression_Too_Complex_Please_Rewrite_As_Binary_Comparison& operator % ( T const& );
+ template<typename T> STATIC_ASSERT_Expression_Too_Complex_Please_Rewrite_As_Binary_Comparison& operator && ( T const& );
+ template<typename T> STATIC_ASSERT_Expression_Too_Complex_Please_Rewrite_As_Binary_Comparison& operator || ( T const& );
+
+ private:
+ DecomposedExpression& operator = (DecomposedExpression const&);
+ };
+
+ struct AssertionInfo
+ {
+ AssertionInfo() {}
+ AssertionInfo( std::string const& _macroName,
+ SourceLineInfo const& _lineInfo,
+ std::string const& _capturedExpression,
+ ResultDisposition::Flags _resultDisposition );
+
+ std::string macroName;
+ SourceLineInfo lineInfo;
+ std::string capturedExpression;
+ ResultDisposition::Flags resultDisposition;
+ };
+
+ struct AssertionResultData
+ {
+ AssertionResultData() : decomposedExpression( CATCH_NULL )
+ , resultType( ResultWas::Unknown )
+ , negated( false )
+ , parenthesized( false ) {}
+
+ void negate( bool parenthesize ) {
+ negated = !negated;
+ parenthesized = parenthesize;
+ if( resultType == ResultWas::Ok )
+ resultType = ResultWas::ExpressionFailed;
+ else if( resultType == ResultWas::ExpressionFailed )
+ resultType = ResultWas::Ok;
+ }
+
+ std::string const& reconstructExpression() const {
+ if( decomposedExpression != CATCH_NULL ) {
+ decomposedExpression->reconstructExpression( reconstructedExpression );
+ if( parenthesized ) {
+ reconstructedExpression.insert( 0, 1, '(' );
+ reconstructedExpression.append( 1, ')' );
+ }
+ if( negated ) {
+ reconstructedExpression.insert( 0, 1, '!' );
+ }
+ decomposedExpression = CATCH_NULL;
+ }
+ return reconstructedExpression;
+ }
+
+ mutable DecomposedExpression const* decomposedExpression;
+ mutable std::string reconstructedExpression;
+ std::string message;
+ ResultWas::OfType resultType;
+ bool negated;
+ bool parenthesized;
+ };
+
+ class AssertionResult {
+ public:
+ AssertionResult();
+ AssertionResult( AssertionInfo const& info, AssertionResultData const& data );
+ ~AssertionResult();
+# ifdef CATCH_CONFIG_CPP11_GENERATED_METHODS
+ AssertionResult( AssertionResult const& ) = default;
+ AssertionResult( AssertionResult && ) = default;
+ AssertionResult& operator = ( AssertionResult const& ) = default;
+ AssertionResult& operator = ( AssertionResult && ) = default;
+# endif
+
+ bool isOk() const;
+ bool succeeded() const;
+ ResultWas::OfType getResultType() const;
+ bool hasExpression() const;
+ bool hasMessage() const;
+ std::string getExpression() const;
+ std::string getExpressionInMacro() const;
+ bool hasExpandedExpression() const;
+ std::string getExpandedExpression() const;
+ std::string getMessage() const;
+ SourceLineInfo getSourceInfo() const;
+ std::string getTestMacroName() const;
+ void discardDecomposedExpression() const;
+ void expandDecomposedExpression() const;
+
+ protected:
+ AssertionInfo m_info;
+ AssertionResultData m_resultData;
+ };
+
+} // end namespace Catch
+
+// #included from: catch_matchers.hpp
+#define TWOBLUECUBES_CATCH_MATCHERS_HPP_INCLUDED
+
+namespace Catch {
+namespace Matchers {
+ namespace Impl {
+
+ template<typename ArgT> struct MatchAllOf;
+ template<typename ArgT> struct MatchAnyOf;
+ template<typename ArgT> struct MatchNotOf;
+
+ class MatcherUntypedBase {
+ public:
+ std::string toString() const {
+ if( m_cachedToString.empty() )
+ m_cachedToString = describe();
+ return m_cachedToString;
+ }
+
+ protected:
+ virtual std::string describe() const = 0;
+ mutable std::string m_cachedToString;
+ private:
+ MatcherUntypedBase& operator = ( MatcherUntypedBase const& );
+ };
+
+ template<typename ObjectT, typename ComparatorT = ObjectT>
+ struct MatcherBase : MatcherUntypedBase {
+
+ virtual bool match( ObjectT const& arg ) const = 0;
+
+ MatchAllOf<ComparatorT> operator && ( MatcherBase const& other ) const;
+ MatchAnyOf<ComparatorT> operator || ( MatcherBase const& other ) const;
+ MatchNotOf<ComparatorT> operator ! () const;
+ };
+
+ template<typename ArgT>
+ struct MatchAllOf : MatcherBase<ArgT> {
+ virtual bool match( ArgT const& arg ) const CATCH_OVERRIDE {
+ for( std::size_t i = 0; i < m_matchers.size(); ++i ) {
+ if (!m_matchers[i]->match(arg))
+ return false;
+ }
+ return true;
+ }
+ virtual std::string describe() const CATCH_OVERRIDE {
+ std::string description;
+ description.reserve( 4 + m_matchers.size()*32 );
+ description += "( ";
+ for( std::size_t i = 0; i < m_matchers.size(); ++i ) {
+ if( i != 0 )
+ description += " and ";
+ description += m_matchers[i]->toString();
+ }
+ description += " )";
+ return description;
+ }
+
+ MatchAllOf<ArgT>& operator && ( MatcherBase<ArgT> const& other ) {
+ m_matchers.push_back( &other );
+ return *this;
+ }
+
+ std::vector<MatcherBase<ArgT> const*> m_matchers;
+ };
+ template<typename ArgT>
+ struct MatchAnyOf : MatcherBase<ArgT> {
+
+ virtual bool match( ArgT const& arg ) const CATCH_OVERRIDE {
+ for( std::size_t i = 0; i < m_matchers.size(); ++i ) {
+ if (m_matchers[i]->match(arg))
+ return true;
+ }
+ return false;
+ }
+ virtual std::string describe() const CATCH_OVERRIDE {
+ std::string description;
+ description.reserve( 4 + m_matchers.size()*32 );
+ description += "( ";
+ for( std::size_t i = 0; i < m_matchers.size(); ++i ) {
+ if( i != 0 )
+ description += " or ";
+ description += m_matchers[i]->toString();
+ }
+ description += " )";
+ return description;
+ }
+
+ MatchAnyOf<ArgT>& operator || ( MatcherBase<ArgT> const& other ) {
+ m_matchers.push_back( &other );
+ return *this;
+ }
+
+ std::vector<MatcherBase<ArgT> const*> m_matchers;
+ };
+
+ template<typename ArgT>
+ struct MatchNotOf : MatcherBase<ArgT> {
+
+ MatchNotOf( MatcherBase<ArgT> const& underlyingMatcher ) : m_underlyingMatcher( underlyingMatcher ) {}
+
+ virtual bool match( ArgT const& arg ) const CATCH_OVERRIDE {
+ return !m_underlyingMatcher.match( arg );
+ }
+
+ virtual std::string describe() const CATCH_OVERRIDE {
+ return "not " + m_underlyingMatcher.toString();
+ }
+ MatcherBase<ArgT> const& m_underlyingMatcher;
+ };
+
+ template<typename ObjectT, typename ComparatorT>
+ MatchAllOf<ComparatorT> MatcherBase<ObjectT, ComparatorT>::operator && ( MatcherBase const& other ) const {
+ return MatchAllOf<ComparatorT>() && *this && other;
+ }
+ template<typename ObjectT, typename ComparatorT>
+ MatchAnyOf<ComparatorT> MatcherBase<ObjectT, ComparatorT>::operator || ( MatcherBase const& other ) const {
+ return MatchAnyOf<ComparatorT>() || *this || other;
+ }
+ template<typename ObjectT, typename ComparatorT>
+ MatchNotOf<ComparatorT> MatcherBase<ObjectT, ComparatorT>::operator ! () const {
+ return MatchNotOf<ComparatorT>( *this );
+ }
+
+ } // namespace Impl
+
+ // The following functions create the actual matcher objects.
+ // This allows the types to be inferred
+ // - deprecated: prefer ||, && and !
+ template<typename T>
+ inline Impl::MatchNotOf<T> Not( Impl::MatcherBase<T> const& underlyingMatcher ) {
+ return Impl::MatchNotOf<T>( underlyingMatcher );
+ }
+ template<typename T>
+ inline Impl::MatchAllOf<T> AllOf( Impl::MatcherBase<T> const& m1, Impl::MatcherBase<T> const& m2 ) {
+ return Impl::MatchAllOf<T>() && m1 && m2;
+ }
+ template<typename T>
+ inline Impl::MatchAllOf<T> AllOf( Impl::MatcherBase<T> const& m1, Impl::MatcherBase<T> const& m2, Impl::MatcherBase<T> const& m3 ) {
+ return Impl::MatchAllOf<T>() && m1 && m2 && m3;
+ }
+ template<typename T>
+ inline Impl::MatchAnyOf<T> AnyOf( Impl::MatcherBase<T> const& m1, Impl::MatcherBase<T> const& m2 ) {
+ return Impl::MatchAnyOf<T>() || m1 || m2;
+ }
+ template<typename T>
+ inline Impl::MatchAnyOf<T> AnyOf( Impl::MatcherBase<T> const& m1, Impl::MatcherBase<T> const& m2, Impl::MatcherBase<T> const& m3 ) {
+ return Impl::MatchAnyOf<T>() || m1 || m2 || m3;
+ }
+
+} // namespace Matchers
+
+using namespace Matchers;
+using Matchers::Impl::MatcherBase;
+
+} // namespace Catch
+
+namespace Catch {
+
+ struct TestFailureException{};
+
+ template<typename T> class ExpressionLhs;
+
+ struct CopyableStream {
+ CopyableStream() {}
+ CopyableStream( CopyableStream const& other ) {
+ oss << other.oss.str();
+ }
+ CopyableStream& operator=( CopyableStream const& other ) {
+ oss.str(std::string());
+ oss << other.oss.str();
+ return *this;
+ }
+ std::ostringstream oss;
+ };
+
+ class ResultBuilder : public DecomposedExpression {
+ public:
+ ResultBuilder( char const* macroName,
+ SourceLineInfo const& lineInfo,
+ char const* capturedExpression,
+ ResultDisposition::Flags resultDisposition,
+ char const* secondArg = "" );
+
+ template<typename T>
+ ExpressionLhs<T const&> operator <= ( T const& operand );
+ ExpressionLhs<bool> operator <= ( bool value );
+
+ template<typename T>
+ ResultBuilder& operator << ( T const& value ) {
+ m_stream.oss << value;
+ return *this;
+ }
+
+ ResultBuilder& setResultType( ResultWas::OfType result );
+ ResultBuilder& setResultType( bool result );
+
+ void endExpression( DecomposedExpression const& expr );
+
+ virtual void reconstructExpression( std::string& dest ) const CATCH_OVERRIDE;
+
+ AssertionResult build() const;
+ AssertionResult build( DecomposedExpression const& expr ) const;
+
+ void useActiveException( ResultDisposition::Flags resultDisposition = ResultDisposition::Normal );
+ void captureResult( ResultWas::OfType resultType );
+ void captureExpression();
+ void captureExpectedException( std::string const& expectedMessage );
+ void captureExpectedException( Matchers::Impl::MatcherBase<std::string> const& matcher );
+ void handleResult( AssertionResult const& result );
+ void react();
+ bool shouldDebugBreak() const;
+ bool allowThrows() const;
+
+ template<typename ArgT, typename MatcherT>
+ void captureMatch( ArgT const& arg, MatcherT const& matcher, char const* matcherString );
+
+ private:
+ AssertionInfo m_assertionInfo;
+ AssertionResultData m_data;
+ CopyableStream m_stream;
+
+ bool m_shouldDebugBreak;
+ bool m_shouldThrow;
+ };
+
+} // namespace Catch
+
+// Include after due to circular dependency:
+// #included from: catch_expression_lhs.hpp
+#define TWOBLUECUBES_CATCH_EXPRESSION_LHS_HPP_INCLUDED
+
+// #included from: catch_evaluate.hpp
+#define TWOBLUECUBES_CATCH_EVALUATE_HPP_INCLUDED
+
+#ifdef _MSC_VER
+#pragma warning(push)
+#pragma warning(disable:4389) // '==' : signed/unsigned mismatch
+#pragma warning(disable:4312) // Converting int to T* using reinterpret_cast (issue on x64 platform)
+#endif
+
+#include <cstddef>
+
+namespace Catch {
+namespace Internal {
+
+ enum Operator {
+ IsEqualTo,
+ IsNotEqualTo,
+ IsLessThan,
+ IsGreaterThan,
+ IsLessThanOrEqualTo,
+ IsGreaterThanOrEqualTo
+ };
+
+ template<Operator Op> struct OperatorTraits { static const char* getName(){ return "*error*"; } };
+ template<> struct OperatorTraits<IsEqualTo> { static const char* getName(){ return "=="; } };
+ template<> struct OperatorTraits<IsNotEqualTo> { static const char* getName(){ return "!="; } };
+ template<> struct OperatorTraits<IsLessThan> { static const char* getName(){ return "<"; } };
+ template<> struct OperatorTraits<IsGreaterThan> { static const char* getName(){ return ">"; } };
+ template<> struct OperatorTraits<IsLessThanOrEqualTo> { static const char* getName(){ return "<="; } };
+ template<> struct OperatorTraits<IsGreaterThanOrEqualTo>{ static const char* getName(){ return ">="; } };
+
+ template<typename T>
+ inline T& opCast(T const& t) { return const_cast<T&>(t); }
+
+// nullptr_t support based on pull request #154 from Konstantin Baumann
+#ifdef CATCH_CONFIG_CPP11_NULLPTR
+ inline std::nullptr_t opCast(std::nullptr_t) { return nullptr; }
+#endif // CATCH_CONFIG_CPP11_NULLPTR
+
+ // So the compare overloads can be operator agnostic we convey the operator as a template
+ // enum, which is used to specialise an Evaluator for doing the comparison.
+ template<typename T1, typename T2, Operator Op>
+ class Evaluator{};
+
+ template<typename T1, typename T2>
+ struct Evaluator<T1, T2, IsEqualTo> {
+ static bool evaluate( T1 const& lhs, T2 const& rhs) {
+ return bool( opCast( lhs ) == opCast( rhs ) );
+ }
+ };
+ template<typename T1, typename T2>
+ struct Evaluator<T1, T2, IsNotEqualTo> {
+ static bool evaluate( T1 const& lhs, T2 const& rhs ) {
+ return bool( opCast( lhs ) != opCast( rhs ) );
+ }
+ };
+ template<typename T1, typename T2>
+ struct Evaluator<T1, T2, IsLessThan> {
+ static bool evaluate( T1 const& lhs, T2 const& rhs ) {
+ return bool( opCast( lhs ) < opCast( rhs ) );
+ }
+ };
+ template<typename T1, typename T2>
+ struct Evaluator<T1, T2, IsGreaterThan> {
+ static bool evaluate( T1 const& lhs, T2 const& rhs ) {
+ return bool( opCast( lhs ) > opCast( rhs ) );
+ }
+ };
+ template<typename T1, typename T2>
+ struct Evaluator<T1, T2, IsGreaterThanOrEqualTo> {
+ static bool evaluate( T1 const& lhs, T2 const& rhs ) {
+ return bool( opCast( lhs ) >= opCast( rhs ) );
+ }
+ };
+ template<typename T1, typename T2>
+ struct Evaluator<T1, T2, IsLessThanOrEqualTo> {
+ static bool evaluate( T1 const& lhs, T2 const& rhs ) {
+ return bool( opCast( lhs ) <= opCast( rhs ) );
+ }
+ };
+
+ template<Operator Op, typename T1, typename T2>
+ bool applyEvaluator( T1 const& lhs, T2 const& rhs ) {
+ return Evaluator<T1, T2, Op>::evaluate( lhs, rhs );
+ }
+
+ // This level of indirection allows us to specialise for integer types
+ // to avoid signed/ unsigned warnings
+
+ // "base" overload
+ template<Operator Op, typename T1, typename T2>
+ bool compare( T1 const& lhs, T2 const& rhs ) {
+ return Evaluator<T1, T2, Op>::evaluate( lhs, rhs );
+ }
+
+ // unsigned X to int
+ template<Operator Op> bool compare( unsigned int lhs, int rhs ) {
+ return applyEvaluator<Op>( lhs, static_cast<unsigned int>( rhs ) );
+ }
+ template<Operator Op> bool compare( unsigned long lhs, int rhs ) {
+ return applyEvaluator<Op>( lhs, static_cast<unsigned int>( rhs ) );
+ }
+ template<Operator Op> bool compare( unsigned char lhs, int rhs ) {
+ return applyEvaluator<Op>( lhs, static_cast<unsigned int>( rhs ) );
+ }
+
+ // unsigned X to long
+ template<Operator Op> bool compare( unsigned int lhs, long rhs ) {
+ return applyEvaluator<Op>( lhs, static_cast<unsigned long>( rhs ) );
+ }
+ template<Operator Op> bool compare( unsigned long lhs, long rhs ) {
+ return applyEvaluator<Op>( lhs, static_cast<unsigned long>( rhs ) );
+ }
+ template<Operator Op> bool compare( unsigned char lhs, long rhs ) {
+ return applyEvaluator<Op>( lhs, static_cast<unsigned long>( rhs ) );
+ }
+
+ // int to unsigned X
+ template<Operator Op> bool compare( int lhs, unsigned int rhs ) {
+ return applyEvaluator<Op>( static_cast<unsigned int>( lhs ), rhs );
+ }
+ template<Operator Op> bool compare( int lhs, unsigned long rhs ) {
+ return applyEvaluator<Op>( static_cast<unsigned int>( lhs ), rhs );
+ }
+ template<Operator Op> bool compare( int lhs, unsigned char rhs ) {
+ return applyEvaluator<Op>( static_cast<unsigned int>( lhs ), rhs );
+ }
+
+ // long to unsigned X
+ template<Operator Op> bool compare( long lhs, unsigned int rhs ) {
+ return applyEvaluator<Op>( static_cast<unsigned long>( lhs ), rhs );
+ }
+ template<Operator Op> bool compare( long lhs, unsigned long rhs ) {
+ return applyEvaluator<Op>( static_cast<unsigned long>( lhs ), rhs );
+ }
+ template<Operator Op> bool compare( long lhs, unsigned char rhs ) {
+ return applyEvaluator<Op>( static_cast<unsigned long>( lhs ), rhs );
+ }
+
+ // pointer to long (when comparing against NULL)
+ template<Operator Op, typename T> bool compare( long lhs, T* rhs ) {
+ return Evaluator<T*, T*, Op>::evaluate( reinterpret_cast<T*>( lhs ), rhs );
+ }
+ template<Operator Op, typename T> bool compare( T* lhs, long rhs ) {
+ return Evaluator<T*, T*, Op>::evaluate( lhs, reinterpret_cast<T*>( rhs ) );
+ }
+
+ // pointer to int (when comparing against NULL)
+ template<Operator Op, typename T> bool compare( int lhs, T* rhs ) {
+ return Evaluator<T*, T*, Op>::evaluate( reinterpret_cast<T*>( lhs ), rhs );
+ }
+ template<Operator Op, typename T> bool compare( T* lhs, int rhs ) {
+ return Evaluator<T*, T*, Op>::evaluate( lhs, reinterpret_cast<T*>( rhs ) );
+ }
+
+#ifdef CATCH_CONFIG_CPP11_LONG_LONG
+ // long long to unsigned X
+ template<Operator Op> bool compare( long long lhs, unsigned int rhs ) {
+ return applyEvaluator<Op>( static_cast<unsigned long>( lhs ), rhs );
+ }
+ template<Operator Op> bool compare( long long lhs, unsigned long rhs ) {
+ return applyEvaluator<Op>( static_cast<unsigned long>( lhs ), rhs );
+ }
+ template<Operator Op> bool compare( long long lhs, unsigned long long rhs ) {
+ return applyEvaluator<Op>( static_cast<unsigned long>( lhs ), rhs );
+ }
+ template<Operator Op> bool compare( long long lhs, unsigned char rhs ) {
+ return applyEvaluator<Op>( static_cast<unsigned long>( lhs ), rhs );
+ }
+
+ // unsigned long long to X
+ template<Operator Op> bool compare( unsigned long long lhs, int rhs ) {
+ return applyEvaluator<Op>( static_cast<long>( lhs ), rhs );
+ }
+ template<Operator Op> bool compare( unsigned long long lhs, long rhs ) {
+ return applyEvaluator<Op>( static_cast<long>( lhs ), rhs );
+ }
+ template<Operator Op> bool compare( unsigned long long lhs, long long rhs ) {
+ return applyEvaluator<Op>( static_cast<long>( lhs ), rhs );
+ }
+ template<Operator Op> bool compare( unsigned long long lhs, char rhs ) {
+ return applyEvaluator<Op>( static_cast<long>( lhs ), rhs );
+ }
+
+ // pointer to long long (when comparing against NULL)
+ template<Operator Op, typename T> bool compare( long long lhs, T* rhs ) {
+ return Evaluator<T*, T*, Op>::evaluate( reinterpret_cast<T*>( lhs ), rhs );
+ }
+ template<Operator Op, typename T> bool compare( T* lhs, long long rhs ) {
+ return Evaluator<T*, T*, Op>::evaluate( lhs, reinterpret_cast<T*>( rhs ) );
+ }
+#endif // CATCH_CONFIG_CPP11_LONG_LONG
+
+#ifdef CATCH_CONFIG_CPP11_NULLPTR
+ // pointer to nullptr_t (when comparing against nullptr)
+ template<Operator Op, typename T> bool compare( std::nullptr_t, T* rhs ) {
+ return Evaluator<T*, T*, Op>::evaluate( nullptr, rhs );
+ }
+ template<Operator Op, typename T> bool compare( T* lhs, std::nullptr_t ) {
+ return Evaluator<T*, T*, Op>::evaluate( lhs, nullptr );
+ }
+#endif // CATCH_CONFIG_CPP11_NULLPTR
+
+} // end of namespace Internal
+} // end of namespace Catch
+
+#ifdef _MSC_VER
+#pragma warning(pop)
+#endif
+
+// #included from: catch_tostring.h
+#define TWOBLUECUBES_CATCH_TOSTRING_H_INCLUDED
+
+#include <sstream>
+#include <iomanip>
+#include <limits>
+#include <vector>
+#include <cstddef>
+
+#ifdef __OBJC__
+// #included from: catch_objc_arc.hpp
+#define TWOBLUECUBES_CATCH_OBJC_ARC_HPP_INCLUDED
+
+#import <Foundation/Foundation.h>
+
+#ifdef __has_feature
+#define CATCH_ARC_ENABLED __has_feature(objc_arc)
+#else
+#define CATCH_ARC_ENABLED 0
+#endif
+
+void arcSafeRelease( NSObject* obj );
+id performOptionalSelector( id obj, SEL sel );
+
+#if !CATCH_ARC_ENABLED
+inline void arcSafeRelease( NSObject* obj ) {
+ [obj release];
+}
+inline id performOptionalSelector( id obj, SEL sel ) {
+ if( [obj respondsToSelector: sel] )
+ return [obj performSelector: sel];
+ return nil;
+}
+#define CATCH_UNSAFE_UNRETAINED
+#define CATCH_ARC_STRONG
+#else
+inline void arcSafeRelease( NSObject* ){}
+inline id performOptionalSelector( id obj, SEL sel ) {
+#ifdef __clang__
+#pragma clang diagnostic push
+#pragma clang diagnostic ignored "-Warc-performSelector-leaks"
+#endif
+ if( [obj respondsToSelector: sel] )
+ return [obj performSelector: sel];
+#ifdef __clang__
+#pragma clang diagnostic pop
+#endif
+ return nil;
+}
+#define CATCH_UNSAFE_UNRETAINED __unsafe_unretained
+#define CATCH_ARC_STRONG __strong
+#endif
+
+#endif
+
+#ifdef CATCH_CONFIG_CPP11_TUPLE
+#include <tuple>
+#endif
+
+#ifdef CATCH_CONFIG_CPP11_IS_ENUM
+#include <type_traits>
+#endif
+
+namespace Catch {
+
+// Why we're here.
+template<typename T>
+std::string toString( T const& value );
+
+// Built in overloads
+
+std::string toString( std::string const& value );
+std::string toString( std::wstring const& value );
+std::string toString( const char* const value );
+std::string toString( char* const value );
+std::string toString( const wchar_t* const value );
+std::string toString( wchar_t* const value );
+std::string toString( int value );
+std::string toString( unsigned long value );
+std::string toString( unsigned int value );
+std::string toString( const double value );
+std::string toString( const float value );
+std::string toString( bool value );
+std::string toString( char value );
+std::string toString( signed char value );
+std::string toString( unsigned char value );
+
+#ifdef CATCH_CONFIG_CPP11_LONG_LONG
+std::string toString( long long value );
+std::string toString( unsigned long long value );
+#endif
+
+#ifdef CATCH_CONFIG_CPP11_NULLPTR
+std::string toString( std::nullptr_t );
+#endif
+
+#ifdef __OBJC__
+ std::string toString( NSString const * const& nsstring );
+ std::string toString( NSString * CATCH_ARC_STRONG const& nsstring );
+ std::string toString( NSObject* const& nsObject );
+#endif
+
+namespace Detail {
+
+ extern const std::string unprintableString;
+
+ struct BorgType {
+ template<typename T> BorgType( T const& );
+ };
+
+ struct TrueType { char sizer[1]; };
+ struct FalseType { char sizer[2]; };
+
+ TrueType& testStreamable( std::ostream& );
+ FalseType testStreamable( FalseType );
+
+ FalseType operator<<( std::ostream const&, BorgType const& );
+
+ template<typename T>
+ struct IsStreamInsertable {
+ static std::ostream &s;
+ static T const&t;
+ enum { value = sizeof( testStreamable(s << t) ) == sizeof( TrueType ) };
+ };
+
+#if defined(CATCH_CONFIG_CPP11_IS_ENUM)
+ template<typename T,
+ bool IsEnum = std::is_enum<T>::value
+ >
+ struct EnumStringMaker
+ {
+ static std::string convert( T const& ) { return unprintableString; }
+ };
+
+ template<typename T>
+ struct EnumStringMaker<T,true>
+ {
+ static std::string convert( T const& v )
+ {
+ return ::Catch::toString(
+ static_cast<typename std::underlying_type<T>::type>(v)
+ );
+ }
+ };
+#endif
+ template<bool C>
+ struct StringMakerBase {
+#if defined(CATCH_CONFIG_CPP11_IS_ENUM)
+ template<typename T>
+ static std::string convert( T const& v )
+ {
+ return EnumStringMaker<T>::convert( v );
+ }
+#else
+ template<typename T>
+ static std::string convert( T const& ) { return unprintableString; }
+#endif
+ };
+
+ template<>
+ struct StringMakerBase<true> {
+ template<typename T>
+ static std::string convert( T const& _value ) {
+ std::ostringstream oss;
+ oss << _value;
+ return oss.str();
+ }
+ };
+
+ std::string rawMemoryToString( const void *object, std::size_t size );
+
+ template<typename T>
+ inline std::string rawMemoryToString( const T& object ) {
+ return rawMemoryToString( &object, sizeof(object) );
+ }
+
+} // end namespace Detail
+
+template<typename T>
+struct StringMaker :
+ Detail::StringMakerBase<Detail::IsStreamInsertable<T>::value> {};
+
+template<typename T>
+struct StringMaker<T*> {
+ template<typename U>
+ static std::string convert( U* p ) {
+ if( !p )
+ return "NULL";
+ else
+ return Detail::rawMemoryToString( p );
+ }
+};
+
+template<typename R, typename C>
+struct StringMaker<R C::*> {
+ static std::string convert( R C::* p ) {
+ if( !p )
+ return "NULL";
+ else
+ return Detail::rawMemoryToString( p );
+ }
+};
+
+namespace Detail {
+ template<typename InputIterator>
+ std::string rangeToString( InputIterator first, InputIterator last );
+}
+
+//template<typename T, typename Allocator>
+//struct StringMaker<std::vector<T, Allocator> > {
+// static std::string convert( std::vector<T,Allocator> const& v ) {
+// return Detail::rangeToString( v.begin(), v.end() );
+// }
+//};
+
+template<typename T, typename Allocator>
+std::string toString( std::vector<T,Allocator> const& v ) {
+ return Detail::rangeToString( v.begin(), v.end() );
+}
+
+#ifdef CATCH_CONFIG_CPP11_TUPLE
+
+// toString for tuples
+namespace TupleDetail {
+ template<
+ typename Tuple,
+ std::size_t N = 0,
+ bool = (N < std::tuple_size<Tuple>::value)
+ >
+ struct ElementPrinter {
+ static void print( const Tuple& tuple, std::ostream& os )
+ {
+ os << ( N ? ", " : " " )
+ << Catch::toString(std::get<N>(tuple));
+ ElementPrinter<Tuple,N+1>::print(tuple,os);
+ }
+ };
+
+ template<
+ typename Tuple,
+ std::size_t N
+ >
+ struct ElementPrinter<Tuple,N,false> {
+ static void print( const Tuple&, std::ostream& ) {}
+ };
+
+}
+
+template<typename ...Types>
+struct StringMaker<std::tuple<Types...>> {
+
+ static std::string convert( const std::tuple<Types...>& tuple )
+ {
+ std::ostringstream os;
+ os << '{';
+ TupleDetail::ElementPrinter<std::tuple<Types...>>::print( tuple, os );
+ os << " }";
+ return os.str();
+ }
+};
+#endif // CATCH_CONFIG_CPP11_TUPLE
+
+namespace Detail {
+ template<typename T>
+ std::string makeString( T const& value ) {
+ return StringMaker<T>::convert( value );
+ }
+} // end namespace Detail
+
+/// \brief converts any type to a string
+///
+/// The default template forwards on to ostringstream - except when an
+/// ostringstream overload does not exist - in which case it attempts to detect
+/// that and writes {?}.
+/// Overload (not specialise) this template for custom typs that you don't want
+/// to provide an ostream overload for.
+template<typename T>
+std::string toString( T const& value ) {
+ return StringMaker<T>::convert( value );
+}
+
+ namespace Detail {
+ template<typename InputIterator>
+ std::string rangeToString( InputIterator first, InputIterator last ) {
+ std::ostringstream oss;
+ oss << "{ ";
+ if( first != last ) {
+ oss << Catch::toString( *first );
+ for( ++first ; first != last ; ++first )
+ oss << ", " << Catch::toString( *first );
+ }
+ oss << " }";
+ return oss.str();
+ }
+}
+
+} // end namespace Catch
+
+namespace Catch {
+
+template<typename LhsT, Internal::Operator Op, typename RhsT>
+class BinaryExpression;
+
+template<typename ArgT, typename MatcherT>
+class MatchExpression;
+
+// Wraps the LHS of an expression and overloads comparison operators
+// for also capturing those and RHS (if any)
+template<typename T>
+class ExpressionLhs : public DecomposedExpression {
+public:
+ ExpressionLhs( ResultBuilder& rb, T lhs ) : m_rb( rb ), m_lhs( lhs ), m_truthy(false) {}
+
+ ExpressionLhs& operator = ( const ExpressionLhs& );
+
+ template<typename RhsT>
+ BinaryExpression<T, Internal::IsEqualTo, RhsT const&>
+ operator == ( RhsT const& rhs ) {
+ return captureExpression<Internal::IsEqualTo>( rhs );
+ }
+
+ template<typename RhsT>
+ BinaryExpression<T, Internal::IsNotEqualTo, RhsT const&>
+ operator != ( RhsT const& rhs ) {
+ return captureExpression<Internal::IsNotEqualTo>( rhs );
+ }
+
+ template<typename RhsT>
+ BinaryExpression<T, Internal::IsLessThan, RhsT const&>
+ operator < ( RhsT const& rhs ) {
+ return captureExpression<Internal::IsLessThan>( rhs );
+ }
+
+ template<typename RhsT>
+ BinaryExpression<T, Internal::IsGreaterThan, RhsT const&>
+ operator > ( RhsT const& rhs ) {
+ return captureExpression<Internal::IsGreaterThan>( rhs );
+ }
+
+ template<typename RhsT>
+ BinaryExpression<T, Internal::IsLessThanOrEqualTo, RhsT const&>
+ operator <= ( RhsT const& rhs ) {
+ return captureExpression<Internal::IsLessThanOrEqualTo>( rhs );
+ }
+
+ template<typename RhsT>
+ BinaryExpression<T, Internal::IsGreaterThanOrEqualTo, RhsT const&>
+ operator >= ( RhsT const& rhs ) {
+ return captureExpression<Internal::IsGreaterThanOrEqualTo>( rhs );
+ }
+
+ BinaryExpression<T, Internal::IsEqualTo, bool> operator == ( bool rhs ) {
+ return captureExpression<Internal::IsEqualTo>( rhs );
+ }
+
+ BinaryExpression<T, Internal::IsNotEqualTo, bool> operator != ( bool rhs ) {
+ return captureExpression<Internal::IsNotEqualTo>( rhs );
+ }
+
+ void endExpression() {
+ m_truthy = m_lhs ? true : false;
+ m_rb
+ .setResultType( m_truthy )
+ .endExpression( *this );
+ }
+
+ virtual void reconstructExpression( std::string& dest ) const CATCH_OVERRIDE {
+ dest = Catch::toString( m_truthy );
+ }
+
+private:
+ template<Internal::Operator Op, typename RhsT>
+ BinaryExpression<T, Op, RhsT&> captureExpression( RhsT& rhs ) const {
+ return BinaryExpression<T, Op, RhsT&>( m_rb, m_lhs, rhs );
+ }
+
+ template<Internal::Operator Op>
+ BinaryExpression<T, Op, bool> captureExpression( bool rhs ) const {
+ return BinaryExpression<T, Op, bool>( m_rb, m_lhs, rhs );
+ }
+
+private:
+ ResultBuilder& m_rb;
+ T m_lhs;
+ bool m_truthy;
+};
+
+template<typename LhsT, Internal::Operator Op, typename RhsT>
+class BinaryExpression : public DecomposedExpression {
+public:
+ BinaryExpression( ResultBuilder& rb, LhsT lhs, RhsT rhs )
+ : m_rb( rb ), m_lhs( lhs ), m_rhs( rhs ) {}
+
+ BinaryExpression& operator = ( BinaryExpression& );
+
+ void endExpression() const {
+ m_rb
+ .setResultType( Internal::compare<Op>( m_lhs, m_rhs ) )
+ .endExpression( *this );
+ }
+
+ virtual bool isBinaryExpression() const CATCH_OVERRIDE {
+ return true;
+ }
+
+ virtual void reconstructExpression( std::string& dest ) const CATCH_OVERRIDE {
+ std::string lhs = Catch::toString( m_lhs );
+ std::string rhs = Catch::toString( m_rhs );
+ char delim = lhs.size() + rhs.size() < 40 &&
+ lhs.find('\n') == std::string::npos &&
+ rhs.find('\n') == std::string::npos ? ' ' : '\n';
+ dest.reserve( 7 + lhs.size() + rhs.size() );
+ // 2 for spaces around operator
+ // 2 for operator
+ // 2 for parentheses (conditionally added later)
+ // 1 for negation (conditionally added later)
+ dest = lhs;
+ dest += delim;
+ dest += Internal::OperatorTraits<Op>::getName();
+ dest += delim;
+ dest += rhs;
+ }
+
+private:
+ ResultBuilder& m_rb;
+ LhsT m_lhs;
+ RhsT m_rhs;
+};
+
+template<typename ArgT, typename MatcherT>
+class MatchExpression : public DecomposedExpression {
+public:
+ MatchExpression( ArgT arg, MatcherT matcher, char const* matcherString )
+ : m_arg( arg ), m_matcher( matcher ), m_matcherString( matcherString ) {}
+
+ virtual bool isBinaryExpression() const CATCH_OVERRIDE {
+ return true;
+ }
+
+ virtual void reconstructExpression( std::string& dest ) const CATCH_OVERRIDE {
+ std::string matcherAsString = m_matcher.toString();
+ dest = Catch::toString( m_arg );
+ dest += ' ';
+ if( matcherAsString == Detail::unprintableString )
+ dest += m_matcherString;
+ else
+ dest += matcherAsString;
+ }
+
+private:
+ ArgT m_arg;
+ MatcherT m_matcher;
+ char const* m_matcherString;
+};
+
+} // end namespace Catch
+
+
+namespace Catch {
+
+ template<typename T>
+ inline ExpressionLhs<T const&> ResultBuilder::operator <= ( T const& operand ) {
+ return ExpressionLhs<T const&>( *this, operand );
+ }
+
+ inline ExpressionLhs<bool> ResultBuilder::operator <= ( bool value ) {
+ return ExpressionLhs<bool>( *this, value );
+ }
+
+ template<typename ArgT, typename MatcherT>
+ inline void ResultBuilder::captureMatch( ArgT const& arg, MatcherT const& matcher,
+ char const* matcherString ) {
+ MatchExpression<ArgT const&, MatcherT const&> expr( arg, matcher, matcherString );
+ setResultType( matcher.match( arg ) );
+ endExpression( expr );
+ }
+
+} // namespace Catch
+
+// #included from: catch_message.h
+#define TWOBLUECUBES_CATCH_MESSAGE_H_INCLUDED
+
+#include <string>
+
+namespace Catch {
+
+ struct MessageInfo {
+ MessageInfo( std::string const& _macroName,
+ SourceLineInfo const& _lineInfo,
+ ResultWas::OfType _type );
+
+ std::string macroName;
+ SourceLineInfo lineInfo;
+ ResultWas::OfType type;
+ std::string message;
+ unsigned int sequence;
+
+ bool operator == ( MessageInfo const& other ) const {
+ return sequence == other.sequence;
+ }
+ bool operator < ( MessageInfo const& other ) const {
+ return sequence < other.sequence;
+ }
+ private:
+ static unsigned int globalCount;
+ };
+
+ struct MessageBuilder {
+ MessageBuilder( std::string const& macroName,
+ SourceLineInfo const& lineInfo,
+ ResultWas::OfType type )
+ : m_info( macroName, lineInfo, type )
+ {}
+
+ template<typename T>
+ MessageBuilder& operator << ( T const& value ) {
+ m_stream << value;
+ return *this;
+ }
+
+ MessageInfo m_info;
+ std::ostringstream m_stream;
+ };
+
+ class ScopedMessage {
+ public:
+ ScopedMessage( MessageBuilder const& builder );
+ ScopedMessage( ScopedMessage const& other );
+ ~ScopedMessage();
+
+ MessageInfo m_info;
+ };
+
+} // end namespace Catch
+
+// #included from: catch_interfaces_capture.h
+#define TWOBLUECUBES_CATCH_INTERFACES_CAPTURE_H_INCLUDED
+
+#include <string>
+
+namespace Catch {
+
+ class TestCase;
+ class AssertionResult;
+ struct AssertionInfo;
+ struct SectionInfo;
+ struct SectionEndInfo;
+ struct MessageInfo;
+ class ScopedMessageBuilder;
+ struct Counts;
+
+ struct IResultCapture {
+
+ virtual ~IResultCapture();
+
+ virtual void assertionEnded( AssertionResult const& result ) = 0;
+ virtual bool sectionStarted( SectionInfo const& sectionInfo,
+ Counts& assertions ) = 0;
+ virtual void sectionEnded( SectionEndInfo const& endInfo ) = 0;
+ virtual void sectionEndedEarly( SectionEndInfo const& endInfo ) = 0;
+ virtual void pushScopedMessage( MessageInfo const& message ) = 0;
+ virtual void popScopedMessage( MessageInfo const& message ) = 0;
+
+ virtual std::string getCurrentTestName() const = 0;
+ virtual const AssertionResult* getLastResult() const = 0;
+
+ virtual void handleFatalErrorCondition( std::string const& message ) = 0;
+ };
+
+ IResultCapture& getResultCapture();
+}
+
+// #included from: catch_debugger.h
+#define TWOBLUECUBES_CATCH_DEBUGGER_H_INCLUDED
+
+// #included from: catch_platform.h
+#define TWOBLUECUBES_CATCH_PLATFORM_H_INCLUDED
+
+#if defined(__MAC_OS_X_VERSION_MIN_REQUIRED)
+# define CATCH_PLATFORM_MAC
+#elif defined(__IPHONE_OS_VERSION_MIN_REQUIRED)
+# define CATCH_PLATFORM_IPHONE
+#elif defined(linux) || defined(__linux) || defined(__linux__)
+# define CATCH_PLATFORM_LINUX
+#elif defined(WIN32) || defined(__WIN32__) || defined(_WIN32) || defined(_MSC_VER)
+# define CATCH_PLATFORM_WINDOWS
+# if !defined(NOMINMAX) && !defined(CATCH_CONFIG_NO_NOMINMAX)
+# define CATCH_DEFINES_NOMINMAX
+# endif
+# if !defined(WIN32_LEAN_AND_MEAN) && !defined(CATCH_CONFIG_NO_WIN32_LEAN_AND_MEAN)
+# define CATCH_DEFINES_WIN32_LEAN_AND_MEAN
+# endif
+#endif
+
+#include <string>
+
+namespace Catch{
+
+ bool isDebuggerActive();
+ void writeToDebugConsole( std::string const& text );
+}
+
+#ifdef CATCH_PLATFORM_MAC
+
+ // The following code snippet based on:
+ // http://cocoawithlove.com/2008/03/break-into-debugger.html
+ #if defined(__ppc64__) || defined(__ppc__)
+ #define CATCH_TRAP() \
+ __asm__("li r0, 20\nsc\nnop\nli r0, 37\nli r4, 2\nsc\nnop\n" \
+ : : : "memory","r0","r3","r4" )
+ #else
+ #define CATCH_TRAP() __asm__("int $3\n" : : )
+ #endif
+
+#elif defined(CATCH_PLATFORM_LINUX)
+ // If we can use inline assembler, do it because this allows us to break
+ // directly at the location of the failing check instead of breaking inside
+ // raise() called from it, i.e. one stack frame below.
+ #if defined(__GNUC__) && (defined(__i386) || defined(__x86_64))
+ #define CATCH_TRAP() asm volatile ("int $3")
+ #else // Fall back to the generic way.
+ #include <signal.h>
+
+ #define CATCH_TRAP() raise(SIGTRAP)
+ #endif
+#elif defined(_MSC_VER)
+ #define CATCH_TRAP() __debugbreak()
+#elif defined(__MINGW32__)
+ extern "C" __declspec(dllimport) void __stdcall DebugBreak();
+ #define CATCH_TRAP() DebugBreak()
+#endif
+
+#ifdef CATCH_TRAP
+ #define CATCH_BREAK_INTO_DEBUGGER() if( Catch::isDebuggerActive() ) { CATCH_TRAP(); }
+#else
+ #define CATCH_BREAK_INTO_DEBUGGER() Catch::alwaysTrue();
+#endif
+
+// #included from: catch_interfaces_runner.h
+#define TWOBLUECUBES_CATCH_INTERFACES_RUNNER_H_INCLUDED
+
+namespace Catch {
+ class TestCase;
+
+ struct IRunner {
+ virtual ~IRunner();
+ virtual bool aborting() const = 0;
+ };
+}
+
+// #included from: catch_type_traits.hpp
+#define TWOBLUECUBES_CATCH_TYPE_TRAITS_HPP_INCLUDED
+
+#if defined(CATCH_CONFIG_CPP11_TYPE_TRAITS)
+#include <type_traits>
+#endif
+
+namespace Catch {
+
+#if defined(CATCH_CONFIG_CPP11_TYPE_TRAITS)
+
+ template <typename T>
+ using add_lvalue_reference = std::add_lvalue_reference<T>;
+
+ template <typename T>
+ using add_const = std::add_const<T>;
+
+#else
+
+ template <typename T>
+ struct add_const {
+ typedef const T type;
+ };
+
+ template <typename T>
+ struct add_lvalue_reference {
+ typedef T& type;
+ };
+ template <typename T>
+ struct add_lvalue_reference<T&> {
+ typedef T& type;
+ };
+ // No && overload, because that is C++11, in which case we have
+ // proper type_traits implementation from the standard library
+
+#endif
+
+}
+
+#if defined(CATCH_CONFIG_FAST_COMPILE)
+///////////////////////////////////////////////////////////////////////////////
+// We can speedup compilation significantly by breaking into debugger lower in
+// the callstack, because then we don't have to expand CATCH_BREAK_INTO_DEBUGGER
+// macro in each assertion
+#define INTERNAL_CATCH_REACT( resultBuilder ) \
+ resultBuilder.react();
+#else
+///////////////////////////////////////////////////////////////////////////////
+// In the event of a failure works out if the debugger needs to be invoked
+// and/or an exception thrown and takes appropriate action.
+// This needs to be done as a macro so the debugger will stop in the user
+// source code rather than in Catch library code
+#define INTERNAL_CATCH_REACT( resultBuilder ) \
+ if( resultBuilder.shouldDebugBreak() ) CATCH_BREAK_INTO_DEBUGGER(); \
+ resultBuilder.react();
+#endif
+
+///////////////////////////////////////////////////////////////////////////////
+#define INTERNAL_CATCH_TEST( expr, resultDisposition, macroName ) \
+ do { \
+ Catch::ResultBuilder __catchResult( macroName, CATCH_INTERNAL_LINEINFO, #expr, resultDisposition ); \
+ try { \
+ CATCH_INTERNAL_SUPPRESS_PARENTHESES_WARNINGS \
+ ( __catchResult <= expr ).endExpression(); \
+ CATCH_INTERNAL_UNSUPPRESS_PARENTHESES_WARNINGS \
+ } \
+ catch( ... ) { \
+ __catchResult.useActiveException( resultDisposition ); \
+ } \
+ INTERNAL_CATCH_REACT( __catchResult ) \
+ } while( Catch::isTrue( false && static_cast<bool>( !!(expr) ) ) ) // expr here is never evaluated at runtime but it forces the compiler to give it a look
+ // The double negation silences MSVC's C4800 warning, the static_cast forces short-circuit evaluation if the type has overloaded &&.
+
+///////////////////////////////////////////////////////////////////////////////
+#define INTERNAL_CATCH_IF( expr, resultDisposition, macroName ) \
+ INTERNAL_CATCH_TEST( expr, resultDisposition, macroName ); \
+ if( Catch::getResultCapture().getLastResult()->succeeded() )
+
+///////////////////////////////////////////////////////////////////////////////
+#define INTERNAL_CATCH_ELSE( expr, resultDisposition, macroName ) \
+ INTERNAL_CATCH_TEST( expr, resultDisposition, macroName ); \
+ if( !Catch::getResultCapture().getLastResult()->succeeded() )
+
+///////////////////////////////////////////////////////////////////////////////
+#define INTERNAL_CATCH_NO_THROW( expr, resultDisposition, macroName ) \
+ do { \
+ Catch::ResultBuilder __catchResult( macroName, CATCH_INTERNAL_LINEINFO, #expr, resultDisposition ); \
+ try { \
+ static_cast<void>(expr); \
+ __catchResult.captureResult( Catch::ResultWas::Ok ); \
+ } \
+ catch( ... ) { \
+ __catchResult.useActiveException( resultDisposition ); \
+ } \
+ INTERNAL_CATCH_REACT( __catchResult ) \
+ } while( Catch::alwaysFalse() )
+
+///////////////////////////////////////////////////////////////////////////////
+#define INTERNAL_CATCH_THROWS( expr, resultDisposition, matcher, macroName ) \
+ do { \
+ Catch::ResultBuilder __catchResult( macroName, CATCH_INTERNAL_LINEINFO, #expr, resultDisposition, #matcher ); \
+ if( __catchResult.allowThrows() ) \
+ try { \
+ static_cast<void>(expr); \
+ __catchResult.captureResult( Catch::ResultWas::DidntThrowException ); \
+ } \
+ catch( ... ) { \
+ __catchResult.captureExpectedException( matcher ); \
+ } \
+ else \
+ __catchResult.captureResult( Catch::ResultWas::Ok ); \
+ INTERNAL_CATCH_REACT( __catchResult ) \
+ } while( Catch::alwaysFalse() )
+
+///////////////////////////////////////////////////////////////////////////////
+#define INTERNAL_CATCH_THROWS_AS( expr, exceptionType, resultDisposition, macroName ) \
+ do { \
+ Catch::ResultBuilder __catchResult( macroName, CATCH_INTERNAL_LINEINFO, #expr ", " #exceptionType, resultDisposition ); \
+ if( __catchResult.allowThrows() ) \
+ try { \
+ static_cast<void>(expr); \
+ __catchResult.captureResult( Catch::ResultWas::DidntThrowException ); \
+ } \
+ catch( Catch::add_const<Catch::add_lvalue_reference<exceptionType>::type>::type ) { \
+ __catchResult.captureResult( Catch::ResultWas::Ok ); \
+ } \
+ catch( ... ) { \
+ __catchResult.useActiveException( resultDisposition ); \
+ } \
+ else \
+ __catchResult.captureResult( Catch::ResultWas::Ok ); \
+ INTERNAL_CATCH_REACT( __catchResult ) \
+ } while( Catch::alwaysFalse() )
+
+///////////////////////////////////////////////////////////////////////////////
+#ifdef CATCH_CONFIG_VARIADIC_MACROS
+ #define INTERNAL_CATCH_MSG( messageType, resultDisposition, macroName, ... ) \
+ do { \
+ Catch::ResultBuilder __catchResult( macroName, CATCH_INTERNAL_LINEINFO, "", resultDisposition ); \
+ __catchResult << __VA_ARGS__ + ::Catch::StreamEndStop(); \
+ __catchResult.captureResult( messageType ); \
+ INTERNAL_CATCH_REACT( __catchResult ) \
+ } while( Catch::alwaysFalse() )
+#else
+ #define INTERNAL_CATCH_MSG( messageType, resultDisposition, macroName, log ) \
+ do { \
+ Catch::ResultBuilder __catchResult( macroName, CATCH_INTERNAL_LINEINFO, "", resultDisposition ); \
+ __catchResult << log + ::Catch::StreamEndStop(); \
+ __catchResult.captureResult( messageType ); \
+ INTERNAL_CATCH_REACT( __catchResult ) \
+ } while( Catch::alwaysFalse() )
+#endif
+
+///////////////////////////////////////////////////////////////////////////////
+#define INTERNAL_CATCH_INFO( log, macroName ) \
+ Catch::ScopedMessage INTERNAL_CATCH_UNIQUE_NAME( scopedMessage ) = Catch::MessageBuilder( macroName, CATCH_INTERNAL_LINEINFO, Catch::ResultWas::Info ) << log;
+
+///////////////////////////////////////////////////////////////////////////////
+#define INTERNAL_CHECK_THAT( arg, matcher, resultDisposition, macroName ) \
+ do { \
+ Catch::ResultBuilder __catchResult( macroName, CATCH_INTERNAL_LINEINFO, #arg ", " #matcher, resultDisposition ); \
+ try { \
+ __catchResult.captureMatch( arg, matcher, #matcher ); \
+ } catch( ... ) { \
+ __catchResult.useActiveException( resultDisposition | Catch::ResultDisposition::ContinueOnFailure ); \
+ } \
+ INTERNAL_CATCH_REACT( __catchResult ) \
+ } while( Catch::alwaysFalse() )
+
+// #included from: internal/catch_section.h
+#define TWOBLUECUBES_CATCH_SECTION_H_INCLUDED
+
+// #included from: catch_section_info.h
+#define TWOBLUECUBES_CATCH_SECTION_INFO_H_INCLUDED
+
+// #included from: catch_totals.hpp
+#define TWOBLUECUBES_CATCH_TOTALS_HPP_INCLUDED
+
+#include <cstddef>
+
+namespace Catch {
+
+ struct Counts {
+ Counts() : passed( 0 ), failed( 0 ), failedButOk( 0 ) {}
+
+ Counts operator - ( Counts const& other ) const {
+ Counts diff;
+ diff.passed = passed - other.passed;
+ diff.failed = failed - other.failed;
+ diff.failedButOk = failedButOk - other.failedButOk;
+ return diff;
+ }
+ Counts& operator += ( Counts const& other ) {
+ passed += other.passed;
+ failed += other.failed;
+ failedButOk += other.failedButOk;
+ return *this;
+ }
+
+ std::size_t total() const {
+ return passed + failed + failedButOk;
+ }
+ bool allPassed() const {
+ return failed == 0 && failedButOk == 0;
+ }
+ bool allOk() const {
+ return failed == 0;
+ }
+
+ std::size_t passed;
+ std::size_t failed;
+ std::size_t failedButOk;
+ };
+
+ struct Totals {
+
+ Totals operator - ( Totals const& other ) const {
+ Totals diff;
+ diff.assertions = assertions - other.assertions;
+ diff.testCases = testCases - other.testCases;
+ return diff;
+ }
+
+ Totals delta( Totals const& prevTotals ) const {
+ Totals diff = *this - prevTotals;
+ if( diff.assertions.failed > 0 )
+ ++diff.testCases.failed;
+ else if( diff.assertions.failedButOk > 0 )
+ ++diff.testCases.failedButOk;
+ else
+ ++diff.testCases.passed;
+ return diff;
+ }
+
+ Totals& operator += ( Totals const& other ) {
+ assertions += other.assertions;
+ testCases += other.testCases;
+ return *this;
+ }
+
+ Counts assertions;
+ Counts testCases;
+ };
+}
+
+#include <string>
+
+namespace Catch {
+
+ struct SectionInfo {
+ SectionInfo
+ ( SourceLineInfo const& _lineInfo,
+ std::string const& _name,
+ std::string const& _description = std::string() );
+
+ std::string name;
+ std::string description;
+ SourceLineInfo lineInfo;
+ };
+
+ struct SectionEndInfo {
+ SectionEndInfo( SectionInfo const& _sectionInfo, Counts const& _prevAssertions, double _durationInSeconds )
+ : sectionInfo( _sectionInfo ), prevAssertions( _prevAssertions ), durationInSeconds( _durationInSeconds )
+ {}
+
+ SectionInfo sectionInfo;
+ Counts prevAssertions;
+ double durationInSeconds;
+ };
+
+} // end namespace Catch
+
+// #included from: catch_timer.h
+#define TWOBLUECUBES_CATCH_TIMER_H_INCLUDED
+
+#ifdef CATCH_PLATFORM_WINDOWS
+typedef unsigned long long uint64_t;
+#else
+#include <stdint.h>
+#endif
+
+namespace Catch {
+
+ class Timer {
+ public:
+ Timer() : m_ticks( 0 ) {}
+ void start();
+ unsigned int getElapsedMicroseconds() const;
+ unsigned int getElapsedMilliseconds() const;
+ double getElapsedSeconds() const;
+
+ private:
+ uint64_t m_ticks;
+ };
+
+} // namespace Catch
+
+#include <string>
+
+namespace Catch {
+
+ class Section : NonCopyable {
+ public:
+ Section( SectionInfo const& info );
+ ~Section();
+
+ // This indicates whether the section should be executed or not
+ operator bool() const;
+
+ private:
+ SectionInfo m_info;
+
+ std::string m_name;
+ Counts m_assertions;
+ bool m_sectionIncluded;
+ Timer m_timer;
+ };
+
+} // end namespace Catch
+
+#ifdef CATCH_CONFIG_VARIADIC_MACROS
+ #define INTERNAL_CATCH_SECTION( ... ) \
+ if( Catch::Section const& INTERNAL_CATCH_UNIQUE_NAME( catch_internal_Section ) = Catch::SectionInfo( CATCH_INTERNAL_LINEINFO, __VA_ARGS__ ) )
+#else
+ #define INTERNAL_CATCH_SECTION( name, desc ) \
+ if( Catch::Section const& INTERNAL_CATCH_UNIQUE_NAME( catch_internal_Section ) = Catch::SectionInfo( CATCH_INTERNAL_LINEINFO, name, desc ) )
+#endif
+
+// #included from: internal/catch_generators.hpp
+#define TWOBLUECUBES_CATCH_GENERATORS_HPP_INCLUDED
+
+#include <iterator>
+#include <vector>
+#include <string>
+#include <stdlib.h>
+
+namespace Catch {
+
+template<typename T>
+struct IGenerator {
+ virtual ~IGenerator() {}
+ virtual T getValue( std::size_t index ) const = 0;
+ virtual std::size_t size () const = 0;
+};
+
+template<typename T>
+class BetweenGenerator : public IGenerator<T> {
+public:
+ BetweenGenerator( T from, T to ) : m_from( from ), m_to( to ){}
+
+ virtual T getValue( std::size_t index ) const {
+ return m_from+static_cast<int>( index );
+ }
+
+ virtual std::size_t size() const {
+ return static_cast<std::size_t>( 1+m_to-m_from );
+ }
+
+private:
+
+ T m_from;
+ T m_to;
+};
+
+template<typename T>
+class ValuesGenerator : public IGenerator<T> {
+public:
+ ValuesGenerator(){}
+
+ void add( T value ) {
+ m_values.push_back( value );
+ }
+
+ virtual T getValue( std::size_t index ) const {
+ return m_values[index];
+ }
+
+ virtual std::size_t size() const {
+ return m_values.size();
+ }
+
+private:
+ std::vector<T> m_values;
+};
+
+template<typename T>
+class CompositeGenerator {
+public:
+ CompositeGenerator() : m_totalSize( 0 ) {}
+
+ // *** Move semantics, similar to auto_ptr ***
+ CompositeGenerator( CompositeGenerator& other )
+ : m_fileInfo( other.m_fileInfo ),
+ m_totalSize( 0 )
+ {
+ move( other );
+ }
+
+ CompositeGenerator& setFileInfo( const char* fileInfo ) {
+ m_fileInfo = fileInfo;
+ return *this;
+ }
+
+ ~CompositeGenerator() {
+ deleteAll( m_composed );
+ }
+
+ operator T () const {
+ size_t overallIndex = getCurrentContext().getGeneratorIndex( m_fileInfo, m_totalSize );
+
+ typename std::vector<const IGenerator<T>*>::const_iterator it = m_composed.begin();
+ typename std::vector<const IGenerator<T>*>::const_iterator itEnd = m_composed.end();
+ for( size_t index = 0; it != itEnd; ++it )
+ {
+ const IGenerator<T>* generator = *it;
+ if( overallIndex >= index && overallIndex < index + generator->size() )
+ {
+ return generator->getValue( overallIndex-index );
+ }
+ index += generator->size();
+ }
+ CATCH_INTERNAL_ERROR( "Indexed past end of generated range" );
+ return T(); // Suppress spurious "not all control paths return a value" warning in Visual Studio - if you know how to fix this please do so
+ }
+
+ void add( const IGenerator<T>* generator ) {
+ m_totalSize += generator->size();
+ m_composed.push_back( generator );
+ }
+
+ CompositeGenerator& then( CompositeGenerator& other ) {
+ move( other );
+ return *this;
+ }
+
+ CompositeGenerator& then( T value ) {
+ ValuesGenerator<T>* valuesGen = new ValuesGenerator<T>();
+ valuesGen->add( value );
+ add( valuesGen );
+ return *this;
+ }
+
+private:
+
+ void move( CompositeGenerator& other ) {
+ std::copy( other.m_composed.begin(), other.m_composed.end(), std::back_inserter( m_composed ) );
+ m_totalSize += other.m_totalSize;
+ other.m_composed.clear();
+ }
+
+ std::vector<const IGenerator<T>*> m_composed;
+ std::string m_fileInfo;
+ size_t m_totalSize;
+};
+
+namespace Generators
+{
+ template<typename T>
+ CompositeGenerator<T> between( T from, T to ) {
+ CompositeGenerator<T> generators;
+ generators.add( new BetweenGenerator<T>( from, to ) );
+ return generators;
+ }
+
+ template<typename T>
+ CompositeGenerator<T> values( T val1, T val2 ) {
+ CompositeGenerator<T> generators;
+ ValuesGenerator<T>* valuesGen = new ValuesGenerator<T>();
+ valuesGen->add( val1 );
+ valuesGen->add( val2 );
+ generators.add( valuesGen );
+ return generators;
+ }
+
+ template<typename T>
+ CompositeGenerator<T> values( T val1, T val2, T val3 ){
+ CompositeGenerator<T> generators;
+ ValuesGenerator<T>* valuesGen = new ValuesGenerator<T>();
+ valuesGen->add( val1 );
+ valuesGen->add( val2 );
+ valuesGen->add( val3 );
+ generators.add( valuesGen );
+ return generators;
+ }
+
+ template<typename T>
+ CompositeGenerator<T> values( T val1, T val2, T val3, T val4 ) {
+ CompositeGenerator<T> generators;
+ ValuesGenerator<T>* valuesGen = new ValuesGenerator<T>();
+ valuesGen->add( val1 );
+ valuesGen->add( val2 );
+ valuesGen->add( val3 );
+ valuesGen->add( val4 );
+ generators.add( valuesGen );
+ return generators;
+ }
+
+} // end namespace Generators
+
+using namespace Generators;
+
+} // end namespace Catch
+
+#define INTERNAL_CATCH_LINESTR2( line ) #line
+#define INTERNAL_CATCH_LINESTR( line ) INTERNAL_CATCH_LINESTR2( line )
+
+#define INTERNAL_CATCH_GENERATE( expr ) expr.setFileInfo( __FILE__ "(" INTERNAL_CATCH_LINESTR( __LINE__ ) ")" )
+
+// #included from: internal/catch_interfaces_exception.h
+#define TWOBLUECUBES_CATCH_INTERFACES_EXCEPTION_H_INCLUDED
+
+#include <string>
+#include <vector>
+
+// #included from: catch_interfaces_registry_hub.h
+#define TWOBLUECUBES_CATCH_INTERFACES_REGISTRY_HUB_H_INCLUDED
+
+#include <string>
+
+namespace Catch {
+
+ class TestCase;
+ struct ITestCaseRegistry;
+ struct IExceptionTranslatorRegistry;
+ struct IExceptionTranslator;
+ struct IReporterRegistry;
+ struct IReporterFactory;
+
+ struct IRegistryHub {
+ virtual ~IRegistryHub();
+
+ virtual IReporterRegistry const& getReporterRegistry() const = 0;
+ virtual ITestCaseRegistry const& getTestCaseRegistry() const = 0;
+ virtual IExceptionTranslatorRegistry& getExceptionTranslatorRegistry() = 0;
+ };
+
+ struct IMutableRegistryHub {
+ virtual ~IMutableRegistryHub();
+ virtual void registerReporter( std::string const& name, Ptr<IReporterFactory> const& factory ) = 0;
+ virtual void registerListener( Ptr<IReporterFactory> const& factory ) = 0;
+ virtual void registerTest( TestCase const& testInfo ) = 0;
+ virtual void registerTranslator( const IExceptionTranslator* translator ) = 0;
+ };
+
+ IRegistryHub& getRegistryHub();
+ IMutableRegistryHub& getMutableRegistryHub();
+ void cleanUp();
+ std::string translateActiveException();
+
+}
+
+namespace Catch {
+
+ typedef std::string(*exceptionTranslateFunction)();
+
+ struct IExceptionTranslator;
+ typedef std::vector<const IExceptionTranslator*> ExceptionTranslators;
+
+ struct IExceptionTranslator {
+ virtual ~IExceptionTranslator();
+ virtual std::string translate( ExceptionTranslators::const_iterator it, ExceptionTranslators::const_iterator itEnd ) const = 0;
+ };
+
+ struct IExceptionTranslatorRegistry {
+ virtual ~IExceptionTranslatorRegistry();
+
+ virtual std::string translateActiveException() const = 0;
+ };
+
+ class ExceptionTranslatorRegistrar {
+ template<typename T>
+ class ExceptionTranslator : public IExceptionTranslator {
+ public:
+
+ ExceptionTranslator( std::string(*translateFunction)( T& ) )
+ : m_translateFunction( translateFunction )
+ {}
+
+ virtual std::string translate( ExceptionTranslators::const_iterator it, ExceptionTranslators::const_iterator itEnd ) const CATCH_OVERRIDE {
+ try {
+ if( it == itEnd )
+ throw;
+ else
+ return (*it)->translate( it+1, itEnd );
+ }
+ catch( T& ex ) {
+ return m_translateFunction( ex );
+ }
+ }
+
+ protected:
+ std::string(*m_translateFunction)( T& );
+ };
+
+ public:
+ template<typename T>
+ ExceptionTranslatorRegistrar( std::string(*translateFunction)( T& ) ) {
+ getMutableRegistryHub().registerTranslator
+ ( new ExceptionTranslator<T>( translateFunction ) );
+ }
+ };
+}
+
+///////////////////////////////////////////////////////////////////////////////
+#define INTERNAL_CATCH_TRANSLATE_EXCEPTION2( translatorName, signature ) \
+ static std::string translatorName( signature ); \
+ namespace{ Catch::ExceptionTranslatorRegistrar INTERNAL_CATCH_UNIQUE_NAME( catch_internal_ExceptionRegistrar )( &translatorName ); }\
+ static std::string translatorName( signature )
+
+#define INTERNAL_CATCH_TRANSLATE_EXCEPTION( signature ) INTERNAL_CATCH_TRANSLATE_EXCEPTION2( INTERNAL_CATCH_UNIQUE_NAME( catch_internal_ExceptionTranslator ), signature )
+
+// #included from: internal/catch_approx.hpp
+#define TWOBLUECUBES_CATCH_APPROX_HPP_INCLUDED
+
+#include <cmath>
+#include <limits>
+
+#if defined(CATCH_CONFIG_CPP11_TYPE_TRAITS)
+#include <type_traits>
+#endif
+
+namespace Catch {
+namespace Detail {
+
+ class Approx {
+ public:
+ explicit Approx ( double value )
+ : m_epsilon( std::numeric_limits<float>::epsilon()*100 ),
+ m_margin( 0.0 ),
+ m_scale( 1.0 ),
+ m_value( value )
+ {}
+
+ Approx( Approx const& other )
+ : m_epsilon( other.m_epsilon ),
+ m_margin( other.m_margin ),
+ m_scale( other.m_scale ),
+ m_value( other.m_value )
+ {}
+
+ static Approx custom() {
+ return Approx( 0 );
+ }
+
+ Approx operator()( double value ) {
+ Approx approx( value );
+ approx.epsilon( m_epsilon );
+ approx.margin( m_margin );
+ approx.scale( m_scale );
+ return approx;
+ }
+
+#if defined(CATCH_CONFIG_CPP11_TYPE_TRAITS)
+ template <typename T, typename = typename std::enable_if<std::is_constructible<double, T>::value>::type>
+ friend bool operator == ( const T& lhs, Approx const& rhs ) {
+ // Thanks to Richard Harris for his help refining this formula
+ auto lhs_v = double(lhs);
+ bool relativeOK = std::fabs(lhs_v - rhs.m_value) < rhs.m_epsilon * (rhs.m_scale + (std::max)(std::fabs(lhs_v), std::fabs(rhs.m_value)));
+ if (relativeOK) {
+ return true;
+ }
+ return std::fabs(lhs_v - rhs.m_value) < rhs.m_margin;
+ }
+
+ template <typename T, typename = typename std::enable_if<std::is_constructible<double, T>::value>::type>
+ friend bool operator == ( Approx const& lhs, const T& rhs ) {
+ return operator==( rhs, lhs );
+ }
+
+ template <typename T, typename = typename std::enable_if<std::is_constructible<double, T>::value>::type>
+ friend bool operator != ( T lhs, Approx const& rhs ) {
+ return !operator==( lhs, rhs );
+ }
+
+ template <typename T, typename = typename std::enable_if<std::is_constructible<double, T>::value>::type>
+ friend bool operator != ( Approx const& lhs, T rhs ) {
+ return !operator==( rhs, lhs );
+ }
+
+ template <typename T, typename = typename std::enable_if<std::is_constructible<double, T>::value>::type>
+ friend bool operator <= ( T lhs, Approx const& rhs )
+ {
+ return double(lhs) < rhs.m_value || lhs == rhs;
+ }
+
+ template <typename T, typename = typename std::enable_if<std::is_constructible<double, T>::value>::type>
+ friend bool operator <= ( Approx const& lhs, T rhs )
+ {
+ return lhs.m_value < double(rhs) || lhs == rhs;
+ }
+
+ template <typename T, typename = typename std::enable_if<std::is_constructible<double, T>::value>::type>
+ friend bool operator >= ( T lhs, Approx const& rhs )
+ {
+ return double(lhs) > rhs.m_value || lhs == rhs;
+ }
+
+ template <typename T, typename = typename std::enable_if<std::is_constructible<double, T>::value>::type>
+ friend bool operator >= ( Approx const& lhs, T rhs )
+ {
+ return lhs.m_value > double(rhs) || lhs == rhs;
+ }
+#else
+ friend bool operator == ( double lhs, Approx const& rhs ) {
+ // Thanks to Richard Harris for his help refining this formula
+ bool relativeOK = std::fabs( lhs - rhs.m_value ) < rhs.m_epsilon * (rhs.m_scale + (std::max)( std::fabs(lhs), std::fabs(rhs.m_value) ) );
+ if (relativeOK) {
+ return true;
+ }
+ return std::fabs(lhs - rhs.m_value) < rhs.m_margin;
+ }
+
+ friend bool operator == ( Approx const& lhs, double rhs ) {
+ return operator==( rhs, lhs );
+ }
+
+ friend bool operator != ( double lhs, Approx const& rhs ) {
+ return !operator==( lhs, rhs );
+ }
+
+ friend bool operator != ( Approx const& lhs, double rhs ) {
+ return !operator==( rhs, lhs );
+ }
+
+ friend bool operator <= ( double lhs, Approx const& rhs )
+ {
+ return lhs < rhs.m_value || lhs == rhs;
+ }
+
+ friend bool operator <= ( Approx const& lhs, double rhs )
+ {
+ return lhs.m_value < rhs || lhs == rhs;
+ }
+
+ friend bool operator >= ( double lhs, Approx const& rhs )
+ {
+ return lhs > rhs.m_value || lhs == rhs;
+ }
+
+ friend bool operator >= ( Approx const& lhs, double rhs )
+ {
+ return lhs.m_value > rhs || lhs == rhs;
+ }
+#endif
+
+ Approx& epsilon( double newEpsilon ) {
+ m_epsilon = newEpsilon;
+ return *this;
+ }
+
+ Approx& margin( double newMargin ) {
+ m_margin = newMargin;
+ return *this;
+ }
+
+ Approx& scale( double newScale ) {
+ m_scale = newScale;
+ return *this;
+ }
+
+ std::string toString() const {
+ std::ostringstream oss;
+ oss << "Approx( " << Catch::toString( m_value ) << " )";
+ return oss.str();
+ }
+
+ private:
+ double m_epsilon;
+ double m_margin;
+ double m_scale;
+ double m_value;
+ };
+}
+
+template<>
+inline std::string toString<Detail::Approx>( Detail::Approx const& value ) {
+ return value.toString();
+}
+
+} // end namespace Catch
+
+// #included from: internal/catch_matchers_string.h
+#define TWOBLUECUBES_CATCH_MATCHERS_STRING_H_INCLUDED
+
+namespace Catch {
+namespace Matchers {
+
+ namespace StdString {
+
+ struct CasedString
+ {
+ CasedString( std::string const& str, CaseSensitive::Choice caseSensitivity );
+ std::string adjustString( std::string const& str ) const;
+ std::string caseSensitivitySuffix() const;
+
+ CaseSensitive::Choice m_caseSensitivity;
+ std::string m_str;
+ };
+
+ struct StringMatcherBase : MatcherBase<std::string> {
+ StringMatcherBase( std::string operation, CasedString const& comparator );
+ virtual std::string describe() const CATCH_OVERRIDE;
+
+ CasedString m_comparator;
+ std::string m_operation;
+ };
+
+ struct EqualsMatcher : StringMatcherBase {
+ EqualsMatcher( CasedString const& comparator );
+ virtual bool match( std::string const& source ) const CATCH_OVERRIDE;
+ };
+ struct ContainsMatcher : StringMatcherBase {
+ ContainsMatcher( CasedString const& comparator );
+ virtual bool match( std::string const& source ) const CATCH_OVERRIDE;
+ };
+ struct StartsWithMatcher : StringMatcherBase {
+ StartsWithMatcher( CasedString const& comparator );
+ virtual bool match( std::string const& source ) const CATCH_OVERRIDE;
+ };
+ struct EndsWithMatcher : StringMatcherBase {
+ EndsWithMatcher( CasedString const& comparator );
+ virtual bool match( std::string const& source ) const CATCH_OVERRIDE;
+ };
+
+ } // namespace StdString
+
+ // The following functions create the actual matcher objects.
+ // This allows the types to be inferred
+
+ StdString::EqualsMatcher Equals( std::string const& str, CaseSensitive::Choice caseSensitivity = CaseSensitive::Yes );
+ StdString::ContainsMatcher Contains( std::string const& str, CaseSensitive::Choice caseSensitivity = CaseSensitive::Yes );
+ StdString::EndsWithMatcher EndsWith( std::string const& str, CaseSensitive::Choice caseSensitivity = CaseSensitive::Yes );
+ StdString::StartsWithMatcher StartsWith( std::string const& str, CaseSensitive::Choice caseSensitivity = CaseSensitive::Yes );
+
+} // namespace Matchers
+} // namespace Catch
+
+// #included from: internal/catch_matchers_vector.h
+#define TWOBLUECUBES_CATCH_MATCHERS_VECTOR_H_INCLUDED
+
+namespace Catch {
+namespace Matchers {
+
+ namespace Vector {
+
+ template<typename T>
+ struct ContainsElementMatcher : MatcherBase<std::vector<T>, T> {
+
+ ContainsElementMatcher(T const &comparator) : m_comparator( comparator) {}
+
+ bool match(std::vector<T> const &v) const CATCH_OVERRIDE {
+ return std::find(v.begin(), v.end(), m_comparator) != v.end();
+ }
+
+ virtual std::string describe() const CATCH_OVERRIDE {
+ return "Contains: " + Catch::toString( m_comparator );
+ }
+
+ T const& m_comparator;
+ };
+
+ template<typename T>
+ struct ContainsMatcher : MatcherBase<std::vector<T>, std::vector<T> > {
+
+ ContainsMatcher(std::vector<T> const &comparator) : m_comparator( comparator ) {}
+
+ bool match(std::vector<T> const &v) const CATCH_OVERRIDE {
+ // !TBD: see note in EqualsMatcher
+ if (m_comparator.size() > v.size())
+ return false;
+ for (size_t i = 0; i < m_comparator.size(); ++i)
+ if (std::find(v.begin(), v.end(), m_comparator[i]) == v.end())
+ return false;
+ return true;
+ }
+ virtual std::string describe() const CATCH_OVERRIDE {
+ return "Contains: " + Catch::toString( m_comparator );
+ }
+
+ std::vector<T> const& m_comparator;
+ };
+
+ template<typename T>
+ struct EqualsMatcher : MatcherBase<std::vector<T>, std::vector<T> > {
+
+ EqualsMatcher(std::vector<T> const &comparator) : m_comparator( comparator ) {}
+
+ bool match(std::vector<T> const &v) const CATCH_OVERRIDE {
+ // !TBD: This currently works if all elements can be compared using !=
+ // - a more general approach would be via a compare template that defaults
+ // to using !=. but could be specialised for, e.g. std::vector<T> etc
+ // - then just call that directly
+ if (m_comparator.size() != v.size())
+ return false;
+ for (size_t i = 0; i < v.size(); ++i)
+ if (m_comparator[i] != v[i])
+ return false;
+ return true;
+ }
+ virtual std::string describe() const CATCH_OVERRIDE {
+ return "Equals: " + Catch::toString( m_comparator );
+ }
+ std::vector<T> const& m_comparator;
+ };
+
+ } // namespace Vector
+
+ // The following functions create the actual matcher objects.
+ // This allows the types to be inferred
+
+ template<typename T>
+ Vector::ContainsMatcher<T> Contains( std::vector<T> const& comparator ) {
+ return Vector::ContainsMatcher<T>( comparator );
+ }
+
+ template<typename T>
+ Vector::ContainsElementMatcher<T> VectorContains( T const& comparator ) {
+ return Vector::ContainsElementMatcher<T>( comparator );
+ }
+
+ template<typename T>
+ Vector::EqualsMatcher<T> Equals( std::vector<T> const& comparator ) {
+ return Vector::EqualsMatcher<T>( comparator );
+ }
+
+} // namespace Matchers
+} // namespace Catch
+
+// #included from: internal/catch_interfaces_tag_alias_registry.h
+#define TWOBLUECUBES_CATCH_INTERFACES_TAG_ALIAS_REGISTRY_H_INCLUDED
+
+// #included from: catch_tag_alias.h
+#define TWOBLUECUBES_CATCH_TAG_ALIAS_H_INCLUDED
+
+#include <string>
+
+namespace Catch {
+
+ struct TagAlias {
+ TagAlias( std::string _tag, SourceLineInfo _lineInfo ) : tag( _tag ), lineInfo( _lineInfo ) {}
+
+ std::string tag;
+ SourceLineInfo lineInfo;
+ };
+
+ struct RegistrarForTagAliases {
+ RegistrarForTagAliases( char const* alias, char const* tag, SourceLineInfo const& lineInfo );
+ };
+
+} // end namespace Catch
+
+#define CATCH_REGISTER_TAG_ALIAS( alias, spec ) namespace{ Catch::RegistrarForTagAliases INTERNAL_CATCH_UNIQUE_NAME( AutoRegisterTagAlias )( alias, spec, CATCH_INTERNAL_LINEINFO ); }
+// #included from: catch_option.hpp
+#define TWOBLUECUBES_CATCH_OPTION_HPP_INCLUDED
+
+namespace Catch {
+
+ // An optional type
+ template<typename T>
+ class Option {
+ public:
+ Option() : nullableValue( CATCH_NULL ) {}
+ Option( T const& _value )
+ : nullableValue( new( storage ) T( _value ) )
+ {}
+ Option( Option const& _other )
+ : nullableValue( _other ? new( storage ) T( *_other ) : CATCH_NULL )
+ {}
+
+ ~Option() {
+ reset();
+ }
+
+ Option& operator= ( Option const& _other ) {
+ if( &_other != this ) {
+ reset();
+ if( _other )
+ nullableValue = new( storage ) T( *_other );
+ }
+ return *this;
+ }
+ Option& operator = ( T const& _value ) {
+ reset();
+ nullableValue = new( storage ) T( _value );
+ return *this;
+ }
+
+ void reset() {
+ if( nullableValue )
+ nullableValue->~T();
+ nullableValue = CATCH_NULL;
+ }
+
+ T& operator*() { return *nullableValue; }
+ T const& operator*() const { return *nullableValue; }
+ T* operator->() { return nullableValue; }
+ const T* operator->() const { return nullableValue; }
+
+ T valueOr( T const& defaultValue ) const {
+ return nullableValue ? *nullableValue : defaultValue;
+ }
+
+ bool some() const { return nullableValue != CATCH_NULL; }
+ bool none() const { return nullableValue == CATCH_NULL; }
+
+ bool operator !() const { return nullableValue == CATCH_NULL; }
+ operator SafeBool::type() const {
+ return SafeBool::makeSafe( some() );
+ }
+
+ private:
+ T* nullableValue;
+ char storage[sizeof(T)];
+ };
+
+} // end namespace Catch
+
+namespace Catch {
+
+ struct ITagAliasRegistry {
+ virtual ~ITagAliasRegistry();
+ virtual Option<TagAlias> find( std::string const& alias ) const = 0;
+ virtual std::string expandAliases( std::string const& unexpandedTestSpec ) const = 0;
+
+ static ITagAliasRegistry const& get();
+ };
+
+} // end namespace Catch
+
+// These files are included here so the single_include script doesn't put them
+// in the conditionally compiled sections
+// #included from: internal/catch_test_case_info.h
+#define TWOBLUECUBES_CATCH_TEST_CASE_INFO_H_INCLUDED
+
+#include <string>
+#include <set>
+
+#ifdef __clang__
+#pragma clang diagnostic push
+#pragma clang diagnostic ignored "-Wpadded"
+#endif
+
+namespace Catch {
+
+ struct ITestCase;
+
+ struct TestCaseInfo {
+ enum SpecialProperties{
+ None = 0,
+ IsHidden = 1 << 1,
+ ShouldFail = 1 << 2,
+ MayFail = 1 << 3,
+ Throws = 1 << 4,
+ NonPortable = 1 << 5
+ };
+
+ TestCaseInfo( std::string const& _name,
+ std::string const& _className,
+ std::string const& _description,
+ std::set<std::string> const& _tags,
+ SourceLineInfo const& _lineInfo );
+
+ TestCaseInfo( TestCaseInfo const& other );
+
+ friend void setTags( TestCaseInfo& testCaseInfo, std::set<std::string> const& tags );
+
+ bool isHidden() const;
+ bool throws() const;
+ bool okToFail() const;
+ bool expectedToFail() const;
+
+ std::string name;
+ std::string className;
+ std::string description;
+ std::set<std::string> tags;
+ std::set<std::string> lcaseTags;
+ std::string tagsAsString;
+ SourceLineInfo lineInfo;
+ SpecialProperties properties;
+ };
+
+ class TestCase : public TestCaseInfo {
+ public:
+
+ TestCase( ITestCase* testCase, TestCaseInfo const& info );
+ TestCase( TestCase const& other );
+
+ TestCase withName( std::string const& _newName ) const;
+
+ void invoke() const;
+
+ TestCaseInfo const& getTestCaseInfo() const;
+
+ void swap( TestCase& other );
+ bool operator == ( TestCase const& other ) const;
+ bool operator < ( TestCase const& other ) const;
+ TestCase& operator = ( TestCase const& other );
+
+ private:
+ Ptr<ITestCase> test;
+ };
+
+ TestCase makeTestCase( ITestCase* testCase,
+ std::string const& className,
+ std::string const& name,
+ std::string const& description,
+ SourceLineInfo const& lineInfo );
+}
+
+#ifdef __clang__
+#pragma clang diagnostic pop
+#endif
+
+
+#ifdef __OBJC__
+// #included from: internal/catch_objc.hpp
+#define TWOBLUECUBES_CATCH_OBJC_HPP_INCLUDED
+
+#import <objc/runtime.h>
+
+#include <string>
+
+// NB. Any general catch headers included here must be included
+// in catch.hpp first to make sure they are included by the single
+// header for non obj-usage
+
+///////////////////////////////////////////////////////////////////////////////
+// This protocol is really only here for (self) documenting purposes, since
+// all its methods are optional.
+@protocol OcFixture
+
+@optional
+
+-(void) setUp;
+-(void) tearDown;
+
+@end
+
+namespace Catch {
+
+ class OcMethod : public SharedImpl<ITestCase> {
+
+ public:
+ OcMethod( Class cls, SEL sel ) : m_cls( cls ), m_sel( sel ) {}
+
+ virtual void invoke() const {
+ id obj = [[m_cls alloc] init];
+
+ performOptionalSelector( obj, @selector(setUp) );
+ performOptionalSelector( obj, m_sel );
+ performOptionalSelector( obj, @selector(tearDown) );
+
+ arcSafeRelease( obj );
+ }
+ private:
+ virtual ~OcMethod() {}
+
+ Class m_cls;
+ SEL m_sel;
+ };
+
+ namespace Detail{
+
+ inline std::string getAnnotation( Class cls,
+ std::string const& annotationName,
+ std::string const& testCaseName ) {
+ NSString* selStr = [[NSString alloc] initWithFormat:@"Catch_%s_%s", annotationName.c_str(), testCaseName.c_str()];
+ SEL sel = NSSelectorFromString( selStr );
+ arcSafeRelease( selStr );
+ id value = performOptionalSelector( cls, sel );
+ if( value )
+ return [(NSString*)value UTF8String];
+ return "";
+ }
+ }
+
+ inline size_t registerTestMethods() {
+ size_t noTestMethods = 0;
+ int noClasses = objc_getClassList( CATCH_NULL, 0 );
+
+ Class* classes = (CATCH_UNSAFE_UNRETAINED Class *)malloc( sizeof(Class) * noClasses);
+ objc_getClassList( classes, noClasses );
+
+ for( int c = 0; c < noClasses; c++ ) {
+ Class cls = classes[c];
+ {
+ u_int count;
+ Method* methods = class_copyMethodList( cls, &count );
+ for( u_int m = 0; m < count ; m++ ) {
+ SEL selector = method_getName(methods[m]);
+ std::string methodName = sel_getName(selector);
+ if( startsWith( methodName, "Catch_TestCase_" ) ) {
+ std::string testCaseName = methodName.substr( 15 );
+ std::string name = Detail::getAnnotation( cls, "Name", testCaseName );
+ std::string desc = Detail::getAnnotation( cls, "Description", testCaseName );
+ const char* className = class_getName( cls );
+
+ getMutableRegistryHub().registerTest( makeTestCase( new OcMethod( cls, selector ), className, name.c_str(), desc.c_str(), SourceLineInfo() ) );
+ noTestMethods++;
+ }
+ }
+ free(methods);
+ }
+ }
+ return noTestMethods;
+ }
+
+ namespace Matchers {
+ namespace Impl {
+ namespace NSStringMatchers {
+
+ template<typename MatcherT>
+ struct StringHolder : MatcherImpl<MatcherT, NSString*>{
+ StringHolder( NSString* substr ) : m_substr( [substr copy] ){}
+ StringHolder( StringHolder const& other ) : m_substr( [other.m_substr copy] ){}
+ StringHolder() {
+ arcSafeRelease( m_substr );
+ }
+
+ NSString* m_substr;
+ };
+
+ struct Equals : StringHolder<Equals> {
+ Equals( NSString* substr ) : StringHolder( substr ){}
+
+ virtual bool match( ExpressionType const& str ) const {
+ return (str != nil || m_substr == nil ) &&
+ [str isEqualToString:m_substr];
+ }
+
+ virtual std::string toString() const {
+ return "equals string: " + Catch::toString( m_substr );
+ }
+ };
+
+ struct Contains : StringHolder<Contains> {
+ Contains( NSString* substr ) : StringHolder( substr ){}
+
+ virtual bool match( ExpressionType const& str ) const {
+ return (str != nil || m_substr == nil ) &&
+ [str rangeOfString:m_substr].location != NSNotFound;
+ }
+
+ virtual std::string toString() const {
+ return "contains string: " + Catch::toString( m_substr );
+ }
+ };
+
+ struct StartsWith : StringHolder<StartsWith> {
+ StartsWith( NSString* substr ) : StringHolder( substr ){}
+
+ virtual bool match( ExpressionType const& str ) const {
+ return (str != nil || m_substr == nil ) &&
+ [str rangeOfString:m_substr].location == 0;
+ }
+
+ virtual std::string toString() const {
+ return "starts with: " + Catch::toString( m_substr );
+ }
+ };
+ struct EndsWith : StringHolder<EndsWith> {
+ EndsWith( NSString* substr ) : StringHolder( substr ){}
+
+ virtual bool match( ExpressionType const& str ) const {
+ return (str != nil || m_substr == nil ) &&
+ [str rangeOfString:m_substr].location == [str length] - [m_substr length];
+ }
+
+ virtual std::string toString() const {
+ return "ends with: " + Catch::toString( m_substr );
+ }
+ };
+
+ } // namespace NSStringMatchers
+ } // namespace Impl
+
+ inline Impl::NSStringMatchers::Equals
+ Equals( NSString* substr ){ return Impl::NSStringMatchers::Equals( substr ); }
+
+ inline Impl::NSStringMatchers::Contains
+ Contains( NSString* substr ){ return Impl::NSStringMatchers::Contains( substr ); }
+
+ inline Impl::NSStringMatchers::StartsWith
+ StartsWith( NSString* substr ){ return Impl::NSStringMatchers::StartsWith( substr ); }
+
+ inline Impl::NSStringMatchers::EndsWith
+ EndsWith( NSString* substr ){ return Impl::NSStringMatchers::EndsWith( substr ); }
+
+ } // namespace Matchers
+
+ using namespace Matchers;
+
+} // namespace Catch
+
+///////////////////////////////////////////////////////////////////////////////
+#define OC_TEST_CASE( name, desc )\
++(NSString*) INTERNAL_CATCH_UNIQUE_NAME( Catch_Name_test ) \
+{\
+return @ name; \
+}\
++(NSString*) INTERNAL_CATCH_UNIQUE_NAME( Catch_Description_test ) \
+{ \
+return @ desc; \
+} \
+-(void) INTERNAL_CATCH_UNIQUE_NAME( Catch_TestCase_test )
+
+#endif
+
+#ifdef CATCH_IMPL
+
+// !TBD: Move the leak detector code into a separate header
+#ifdef CATCH_CONFIG_WINDOWS_CRTDBG
+#include <crtdbg.h>
+class LeakDetector {
+public:
+ LeakDetector() {
+ int flag = _CrtSetDbgFlag(_CRTDBG_REPORT_FLAG);
+ flag |= _CRTDBG_LEAK_CHECK_DF;
+ flag |= _CRTDBG_ALLOC_MEM_DF;
+ _CrtSetDbgFlag(flag);
+ _CrtSetReportMode(_CRT_WARN, _CRTDBG_MODE_FILE | _CRTDBG_MODE_DEBUG);
+ _CrtSetReportFile(_CRT_WARN, _CRTDBG_FILE_STDERR);
+ // Change this to leaking allocation's number to break there
+ _CrtSetBreakAlloc(-1);
+ }
+};
+#else
+class LeakDetector {};
+#endif
+
+LeakDetector leakDetector;
+
+// #included from: internal/catch_impl.hpp
+#define TWOBLUECUBES_CATCH_IMPL_HPP_INCLUDED
+
+// Collect all the implementation files together here
+// These are the equivalent of what would usually be cpp files
+
+#ifdef __clang__
+#pragma clang diagnostic push
+#pragma clang diagnostic ignored "-Wweak-vtables"
+#endif
+
+// #included from: ../catch_session.hpp
+#define TWOBLUECUBES_CATCH_RUNNER_HPP_INCLUDED
+
+// #included from: internal/catch_commandline.hpp
+#define TWOBLUECUBES_CATCH_COMMANDLINE_HPP_INCLUDED
+
+// #included from: catch_config.hpp
+#define TWOBLUECUBES_CATCH_CONFIG_HPP_INCLUDED
+
+// #included from: catch_test_spec_parser.hpp
+#define TWOBLUECUBES_CATCH_TEST_SPEC_PARSER_HPP_INCLUDED
+
+#ifdef __clang__
+#pragma clang diagnostic push
+#pragma clang diagnostic ignored "-Wpadded"
+#endif
+
+// #included from: catch_test_spec.hpp
+#define TWOBLUECUBES_CATCH_TEST_SPEC_HPP_INCLUDED
+
+#ifdef __clang__
+#pragma clang diagnostic push
+#pragma clang diagnostic ignored "-Wpadded"
+#endif
+
+// #included from: catch_wildcard_pattern.hpp
+#define TWOBLUECUBES_CATCH_WILDCARD_PATTERN_HPP_INCLUDED
+
+#include <stdexcept>
+
+namespace Catch
+{
+ class WildcardPattern {
+ enum WildcardPosition {
+ NoWildcard = 0,
+ WildcardAtStart = 1,
+ WildcardAtEnd = 2,
+ WildcardAtBothEnds = WildcardAtStart | WildcardAtEnd
+ };
+
+ public:
+
+ WildcardPattern( std::string const& pattern, CaseSensitive::Choice caseSensitivity )
+ : m_caseSensitivity( caseSensitivity ),
+ m_wildcard( NoWildcard ),
+ m_pattern( adjustCase( pattern ) )
+ {
+ if( startsWith( m_pattern, '*' ) ) {
+ m_pattern = m_pattern.substr( 1 );
+ m_wildcard = WildcardAtStart;
+ }
+ if( endsWith( m_pattern, '*' ) ) {
+ m_pattern = m_pattern.substr( 0, m_pattern.size()-1 );
+ m_wildcard = static_cast<WildcardPosition>( m_wildcard | WildcardAtEnd );
+ }
+ }
+ virtual ~WildcardPattern();
+ virtual bool matches( std::string const& str ) const {
+ switch( m_wildcard ) {
+ case NoWildcard:
+ return m_pattern == adjustCase( str );
+ case WildcardAtStart:
+ return endsWith( adjustCase( str ), m_pattern );
+ case WildcardAtEnd:
+ return startsWith( adjustCase( str ), m_pattern );
+ case WildcardAtBothEnds:
+ return contains( adjustCase( str ), m_pattern );
+ }
+
+#ifdef __clang__
+#pragma clang diagnostic push
+#pragma clang diagnostic ignored "-Wunreachable-code"
+#endif
+ throw std::logic_error( "Unknown enum" );
+#ifdef __clang__
+#pragma clang diagnostic pop
+#endif
+ }
+ private:
+ std::string adjustCase( std::string const& str ) const {
+ return m_caseSensitivity == CaseSensitive::No ? toLower( str ) : str;
+ }
+ CaseSensitive::Choice m_caseSensitivity;
+ WildcardPosition m_wildcard;
+ std::string m_pattern;
+ };
+}
+
+#include <string>
+#include <vector>
+
+namespace Catch {
+
+ class TestSpec {
+ struct Pattern : SharedImpl<> {
+ virtual ~Pattern();
+ virtual bool matches( TestCaseInfo const& testCase ) const = 0;
+ };
+ class NamePattern : public Pattern {
+ public:
+ NamePattern( std::string const& name )
+ : m_wildcardPattern( toLower( name ), CaseSensitive::No )
+ {}
+ virtual ~NamePattern();
+ virtual bool matches( TestCaseInfo const& testCase ) const {
+ return m_wildcardPattern.matches( toLower( testCase.name ) );
+ }
+ private:
+ WildcardPattern m_wildcardPattern;
+ };
+
+ class TagPattern : public Pattern {
+ public:
+ TagPattern( std::string const& tag ) : m_tag( toLower( tag ) ) {}
+ virtual ~TagPattern();
+ virtual bool matches( TestCaseInfo const& testCase ) const {
+ return testCase.lcaseTags.find( m_tag ) != testCase.lcaseTags.end();
+ }
+ private:
+ std::string m_tag;
+ };
+
+ class ExcludedPattern : public Pattern {
+ public:
+ ExcludedPattern( Ptr<Pattern> const& underlyingPattern ) : m_underlyingPattern( underlyingPattern ) {}
+ virtual ~ExcludedPattern();
+ virtual bool matches( TestCaseInfo const& testCase ) const { return !m_underlyingPattern->matches( testCase ); }
+ private:
+ Ptr<Pattern> m_underlyingPattern;
+ };
+
+ struct Filter {
+ std::vector<Ptr<Pattern> > m_patterns;
+
+ bool matches( TestCaseInfo const& testCase ) const {
+ // All patterns in a filter must match for the filter to be a match
+ for( std::vector<Ptr<Pattern> >::const_iterator it = m_patterns.begin(), itEnd = m_patterns.end(); it != itEnd; ++it ) {
+ if( !(*it)->matches( testCase ) )
+ return false;
+ }
+ return true;
+ }
+ };
+
+ public:
+ bool hasFilters() const {
+ return !m_filters.empty();
+ }
+ bool matches( TestCaseInfo const& testCase ) const {
+ // A TestSpec matches if any filter matches
+ for( std::vector<Filter>::const_iterator it = m_filters.begin(), itEnd = m_filters.end(); it != itEnd; ++it )
+ if( it->matches( testCase ) )
+ return true;
+ return false;
+ }
+
+ private:
+ std::vector<Filter> m_filters;
+
+ friend class TestSpecParser;
+ };
+}
+
+#ifdef __clang__
+#pragma clang diagnostic pop
+#endif
+
+namespace Catch {
+
+ class TestSpecParser {
+ enum Mode{ None, Name, QuotedName, Tag, EscapedName };
+ Mode m_mode;
+ bool m_exclusion;
+ std::size_t m_start, m_pos;
+ std::string m_arg;
+ std::vector<std::size_t> m_escapeChars;
+ TestSpec::Filter m_currentFilter;
+ TestSpec m_testSpec;
+ ITagAliasRegistry const* m_tagAliases;
+
+ public:
+ TestSpecParser( ITagAliasRegistry const& tagAliases ) : m_tagAliases( &tagAliases ) {}
+
+ TestSpecParser& parse( std::string const& arg ) {
+ m_mode = None;
+ m_exclusion = false;
+ m_start = std::string::npos;
+ m_arg = m_tagAliases->expandAliases( arg );
+ m_escapeChars.clear();
+ for( m_pos = 0; m_pos < m_arg.size(); ++m_pos )
+ visitChar( m_arg[m_pos] );
+ if( m_mode == Name )
+ addPattern<TestSpec::NamePattern>();
+ return *this;
+ }
+ TestSpec testSpec() {
+ addFilter();
+ return m_testSpec;
+ }
+ private:
+ void visitChar( char c ) {
+ if( m_mode == None ) {
+ switch( c ) {
+ case ' ': return;
+ case '~': m_exclusion = true; return;
+ case '[': return startNewMode( Tag, ++m_pos );
+ case '"': return startNewMode( QuotedName, ++m_pos );
+ case '\\': return escape();
+ default: startNewMode( Name, m_pos ); break;
+ }
+ }
+ if( m_mode == Name ) {
+ if( c == ',' ) {
+ addPattern<TestSpec::NamePattern>();
+ addFilter();
+ }
+ else if( c == '[' ) {
+ if( subString() == "exclude:" )
+ m_exclusion = true;
+ else
+ addPattern<TestSpec::NamePattern>();
+ startNewMode( Tag, ++m_pos );
+ }
+ else if( c == '\\' )
+ escape();
+ }
+ else if( m_mode == EscapedName )
+ m_mode = Name;
+ else if( m_mode == QuotedName && c == '"' )
+ addPattern<TestSpec::NamePattern>();
+ else if( m_mode == Tag && c == ']' )
+ addPattern<TestSpec::TagPattern>();
+ }
+ void startNewMode( Mode mode, std::size_t start ) {
+ m_mode = mode;
+ m_start = start;
+ }
+ void escape() {
+ if( m_mode == None )
+ m_start = m_pos;
+ m_mode = EscapedName;
+ m_escapeChars.push_back( m_pos );
+ }
+ std::string subString() const { return m_arg.substr( m_start, m_pos - m_start ); }
+ template<typename T>
+ void addPattern() {
+ std::string token = subString();
+ for( size_t i = 0; i < m_escapeChars.size(); ++i )
+ token = token.substr( 0, m_escapeChars[i]-m_start-i ) + token.substr( m_escapeChars[i]-m_start-i+1 );
+ m_escapeChars.clear();
+ if( startsWith( token, "exclude:" ) ) {
+ m_exclusion = true;
+ token = token.substr( 8 );
+ }
+ if( !token.empty() ) {
+ Ptr<TestSpec::Pattern> pattern = new T( token );
+ if( m_exclusion )
+ pattern = new TestSpec::ExcludedPattern( pattern );
+ m_currentFilter.m_patterns.push_back( pattern );
+ }
+ m_exclusion = false;
+ m_mode = None;
+ }
+ void addFilter() {
+ if( !m_currentFilter.m_patterns.empty() ) {
+ m_testSpec.m_filters.push_back( m_currentFilter );
+ m_currentFilter = TestSpec::Filter();
+ }
+ }
+ };
+ inline TestSpec parseTestSpec( std::string const& arg ) {
+ return TestSpecParser( ITagAliasRegistry::get() ).parse( arg ).testSpec();
+ }
+
+} // namespace Catch
+
+#ifdef __clang__
+#pragma clang diagnostic pop
+#endif
+
+// #included from: catch_interfaces_config.h
+#define TWOBLUECUBES_CATCH_INTERFACES_CONFIG_H_INCLUDED
+
+#include <iosfwd>
+#include <string>
+#include <vector>
+
+namespace Catch {
+
+ struct Verbosity { enum Level {
+ NoOutput = 0,
+ Quiet,
+ Normal
+ }; };
+
+ struct WarnAbout { enum What {
+ Nothing = 0x00,
+ NoAssertions = 0x01
+ }; };
+
+ struct ShowDurations { enum OrNot {
+ DefaultForReporter,
+ Always,
+ Never
+ }; };
+ struct RunTests { enum InWhatOrder {
+ InDeclarationOrder,
+ InLexicographicalOrder,
+ InRandomOrder
+ }; };
+ struct UseColour { enum YesOrNo {
+ Auto,
+ Yes,
+ No
+ }; };
+
+ class TestSpec;
+
+ struct IConfig : IShared {
+
+ virtual ~IConfig();
+
+ virtual bool allowThrows() const = 0;
+ virtual std::ostream& stream() const = 0;
+ virtual std::string name() const = 0;
+ virtual bool includeSuccessfulResults() const = 0;
+ virtual bool shouldDebugBreak() const = 0;
+ virtual bool warnAboutMissingAssertions() const = 0;
+ virtual int abortAfter() const = 0;
+ virtual bool showInvisibles() const = 0;
+ virtual ShowDurations::OrNot showDurations() const = 0;
+ virtual TestSpec const& testSpec() const = 0;
+ virtual RunTests::InWhatOrder runOrder() const = 0;
+ virtual unsigned int rngSeed() const = 0;
+ virtual UseColour::YesOrNo useColour() const = 0;
+ virtual std::vector<std::string> const& getSectionsToRun() const = 0;
+
+ };
+}
+
+// #included from: catch_stream.h
+#define TWOBLUECUBES_CATCH_STREAM_H_INCLUDED
+
+// #included from: catch_streambuf.h
+#define TWOBLUECUBES_CATCH_STREAMBUF_H_INCLUDED
+
+#include <streambuf>
+
+namespace Catch {
+
+ class StreamBufBase : public std::streambuf {
+ public:
+ virtual ~StreamBufBase() CATCH_NOEXCEPT;
+ };
+}
+
+#include <streambuf>
+#include <ostream>
+#include <fstream>
+#include <memory>
+
+namespace Catch {
+
+ std::ostream& cout();
+ std::ostream& cerr();
+
+ struct IStream {
+ virtual ~IStream() CATCH_NOEXCEPT;
+ virtual std::ostream& stream() const = 0;
+ };
+
+ class FileStream : public IStream {
+ mutable std::ofstream m_ofs;
+ public:
+ FileStream( std::string const& filename );
+ virtual ~FileStream() CATCH_NOEXCEPT;
+ public: // IStream
+ virtual std::ostream& stream() const CATCH_OVERRIDE;
+ };
+
+ class CoutStream : public IStream {
+ mutable std::ostream m_os;
+ public:
+ CoutStream();
+ virtual ~CoutStream() CATCH_NOEXCEPT;
+
+ public: // IStream
+ virtual std::ostream& stream() const CATCH_OVERRIDE;
+ };
+
+ class DebugOutStream : public IStream {
+ CATCH_AUTO_PTR( StreamBufBase ) m_streamBuf;
+ mutable std::ostream m_os;
+ public:
+ DebugOutStream();
+ virtual ~DebugOutStream() CATCH_NOEXCEPT;
+
+ public: // IStream
+ virtual std::ostream& stream() const CATCH_OVERRIDE;
+ };
+}
+
+#include <memory>
+#include <vector>
+#include <string>
+#include <stdexcept>
+
+#ifndef CATCH_CONFIG_CONSOLE_WIDTH
+#define CATCH_CONFIG_CONSOLE_WIDTH 80
+#endif
+
+namespace Catch {
+
+ struct ConfigData {
+
+ ConfigData()
+ : listTests( false ),
+ listTags( false ),
+ listReporters( false ),
+ listTestNamesOnly( false ),
+ showSuccessfulTests( false ),
+ shouldDebugBreak( false ),
+ noThrow( false ),
+ showHelp( false ),
+ showInvisibles( false ),
+ filenamesAsTags( false ),
+ abortAfter( -1 ),
+ rngSeed( 0 ),
+ verbosity( Verbosity::Normal ),
+ warnings( WarnAbout::Nothing ),
+ showDurations( ShowDurations::DefaultForReporter ),
+ runOrder( RunTests::InDeclarationOrder ),
+ useColour( UseColour::Auto )
+ {}
+
+ bool listTests;
+ bool listTags;
+ bool listReporters;
+ bool listTestNamesOnly;
+
+ bool showSuccessfulTests;
+ bool shouldDebugBreak;
+ bool noThrow;
+ bool showHelp;
+ bool showInvisibles;
+ bool filenamesAsTags;
+
+ int abortAfter;
+ unsigned int rngSeed;
+
+ Verbosity::Level verbosity;
+ WarnAbout::What warnings;
+ ShowDurations::OrNot showDurations;
+ RunTests::InWhatOrder runOrder;
+ UseColour::YesOrNo useColour;
+
+ std::string outputFilename;
+ std::string name;
+ std::string processName;
+
+ std::vector<std::string> reporterNames;
+ std::vector<std::string> testsOrTags;
+ std::vector<std::string> sectionsToRun;
+ };
+
+ class Config : public SharedImpl<IConfig> {
+ private:
+ Config( Config const& other );
+ Config& operator = ( Config const& other );
+ virtual void dummy();
+ public:
+
+ Config()
+ {}
+
+ Config( ConfigData const& data )
+ : m_data( data ),
+ m_stream( openStream() )
+ {
+ if( !data.testsOrTags.empty() ) {
+ TestSpecParser parser( ITagAliasRegistry::get() );
+ for( std::size_t i = 0; i < data.testsOrTags.size(); ++i )
+ parser.parse( data.testsOrTags[i] );
+ m_testSpec = parser.testSpec();
+ }
+ }
+
+ virtual ~Config() {}
+
+ std::string const& getFilename() const {
+ return m_data.outputFilename ;
+ }
+
+ bool listTests() const { return m_data.listTests; }
+ bool listTestNamesOnly() const { return m_data.listTestNamesOnly; }
+ bool listTags() const { return m_data.listTags; }
+ bool listReporters() const { return m_data.listReporters; }
+
+ std::string getProcessName() const { return m_data.processName; }
+
+ std::vector<std::string> const& getReporterNames() const { return m_data.reporterNames; }
+ std::vector<std::string> const& getSectionsToRun() const CATCH_OVERRIDE { return m_data.sectionsToRun; }
+
+ virtual TestSpec const& testSpec() const CATCH_OVERRIDE { return m_testSpec; }
+
+ bool showHelp() const { return m_data.showHelp; }
+
+ // IConfig interface
+ virtual bool allowThrows() const CATCH_OVERRIDE { return !m_data.noThrow; }
+ virtual std::ostream& stream() const CATCH_OVERRIDE { return m_stream->stream(); }
+ virtual std::string name() const CATCH_OVERRIDE { return m_data.name.empty() ? m_data.processName : m_data.name; }
+ virtual bool includeSuccessfulResults() const CATCH_OVERRIDE { return m_data.showSuccessfulTests; }
+ virtual bool warnAboutMissingAssertions() const CATCH_OVERRIDE { return m_data.warnings & WarnAbout::NoAssertions; }
+ virtual ShowDurations::OrNot showDurations() const CATCH_OVERRIDE { return m_data.showDurations; }
+ virtual RunTests::InWhatOrder runOrder() const CATCH_OVERRIDE { return m_data.runOrder; }
+ virtual unsigned int rngSeed() const CATCH_OVERRIDE { return m_data.rngSeed; }
+ virtual UseColour::YesOrNo useColour() const CATCH_OVERRIDE { return m_data.useColour; }
+ virtual bool shouldDebugBreak() const CATCH_OVERRIDE { return m_data.shouldDebugBreak; }
+ virtual int abortAfter() const CATCH_OVERRIDE { return m_data.abortAfter; }
+ virtual bool showInvisibles() const CATCH_OVERRIDE { return m_data.showInvisibles; }
+
+ private:
+
+ IStream const* openStream() {
+ if( m_data.outputFilename.empty() )
+ return new CoutStream();
+ else if( m_data.outputFilename[0] == '%' ) {
+ if( m_data.outputFilename == "%debug" )
+ return new DebugOutStream();
+ else
+ throw std::domain_error( "Unrecognised stream: " + m_data.outputFilename );
+ }
+ else
+ return new FileStream( m_data.outputFilename );
+ }
+ ConfigData m_data;
+
+ CATCH_AUTO_PTR( IStream const ) m_stream;
+ TestSpec m_testSpec;
+ };
+
+} // end namespace Catch
+
+// #included from: catch_clara.h
+#define TWOBLUECUBES_CATCH_CLARA_H_INCLUDED
+
+// Use Catch's value for console width (store Clara's off to the side, if present)
+#ifdef CLARA_CONFIG_CONSOLE_WIDTH
+#define CATCH_TEMP_CLARA_CONFIG_CONSOLE_WIDTH CLARA_CONFIG_CONSOLE_WIDTH
+#undef CLARA_CONFIG_CONSOLE_WIDTH
+#endif
+#define CLARA_CONFIG_CONSOLE_WIDTH CATCH_CONFIG_CONSOLE_WIDTH
+
+// Declare Clara inside the Catch namespace
+#define STITCH_CLARA_OPEN_NAMESPACE namespace Catch {
+// #included from: ../external/clara.h
+
+// Version 0.0.2.4
+
+// Only use header guard if we are not using an outer namespace
+#if !defined(TWOBLUECUBES_CLARA_H_INCLUDED) || defined(STITCH_CLARA_OPEN_NAMESPACE)
+
+#ifndef STITCH_CLARA_OPEN_NAMESPACE
+#define TWOBLUECUBES_CLARA_H_INCLUDED
+#define STITCH_CLARA_OPEN_NAMESPACE
+#define STITCH_CLARA_CLOSE_NAMESPACE
+#else
+#define STITCH_CLARA_CLOSE_NAMESPACE }
+#endif
+
+#define STITCH_TBC_TEXT_FORMAT_OPEN_NAMESPACE STITCH_CLARA_OPEN_NAMESPACE
+
+// ----------- #included from tbc_text_format.h -----------
+
+// Only use header guard if we are not using an outer namespace
+#if !defined(TBC_TEXT_FORMAT_H_INCLUDED) || defined(STITCH_TBC_TEXT_FORMAT_OUTER_NAMESPACE)
+#ifndef STITCH_TBC_TEXT_FORMAT_OUTER_NAMESPACE
+#define TBC_TEXT_FORMAT_H_INCLUDED
+#endif
+
+#include <string>
+#include <vector>
+#include <sstream>
+#include <algorithm>
+
+// Use optional outer namespace
+#ifdef STITCH_TBC_TEXT_FORMAT_OUTER_NAMESPACE
+namespace STITCH_TBC_TEXT_FORMAT_OUTER_NAMESPACE {
+#endif
+
+namespace Tbc {
+
+#ifdef TBC_TEXT_FORMAT_CONSOLE_WIDTH
+ const unsigned int consoleWidth = TBC_TEXT_FORMAT_CONSOLE_WIDTH;
+#else
+ const unsigned int consoleWidth = 80;
+#endif
+
+ struct TextAttributes {
+ TextAttributes()
+ : initialIndent( std::string::npos ),
+ indent( 0 ),
+ width( consoleWidth-1 ),
+ tabChar( '\t' )
+ {}
+
+ TextAttributes& setInitialIndent( std::size_t _value ) { initialIndent = _value; return *this; }
+ TextAttributes& setIndent( std::size_t _value ) { indent = _value; return *this; }
+ TextAttributes& setWidth( std::size_t _value ) { width = _value; return *this; }
+ TextAttributes& setTabChar( char _value ) { tabChar = _value; return *this; }
+
+ std::size_t initialIndent; // indent of first line, or npos
+ std::size_t indent; // indent of subsequent lines, or all if initialIndent is npos
+ std::size_t width; // maximum width of text, including indent. Longer text will wrap
+ char tabChar; // If this char is seen the indent is changed to current pos
+ };
+
+ class Text {
+ public:
+ Text( std::string const& _str, TextAttributes const& _attr = TextAttributes() )
+ : attr( _attr )
+ {
+ std::string wrappableChars = " [({.,/|\\-";
+ std::size_t indent = _attr.initialIndent != std::string::npos
+ ? _attr.initialIndent
+ : _attr.indent;
+ std::string remainder = _str;
+
+ while( !remainder.empty() ) {
+ if( lines.size() >= 1000 ) {
+ lines.push_back( "... message truncated due to excessive size" );
+ return;
+ }
+ std::size_t tabPos = std::string::npos;
+ std::size_t width = (std::min)( remainder.size(), _attr.width - indent );
+ std::size_t pos = remainder.find_first_of( '\n' );
+ if( pos <= width ) {
+ width = pos;
+ }
+ pos = remainder.find_last_of( _attr.tabChar, width );
+ if( pos != std::string::npos ) {
+ tabPos = pos;
+ if( remainder[width] == '\n' )
+ width--;
+ remainder = remainder.substr( 0, tabPos ) + remainder.substr( tabPos+1 );
+ }
+
+ if( width == remainder.size() ) {
+ spliceLine( indent, remainder, width );
+ }
+ else if( remainder[width] == '\n' ) {
+ spliceLine( indent, remainder, width );
+ if( width <= 1 || remainder.size() != 1 )
+ remainder = remainder.substr( 1 );
+ indent = _attr.indent;
+ }
+ else {
+ pos = remainder.find_last_of( wrappableChars, width );
+ if( pos != std::string::npos && pos > 0 ) {
+ spliceLine( indent, remainder, pos );
+ if( remainder[0] == ' ' )
+ remainder = remainder.substr( 1 );
+ }
+ else {
+ spliceLine( indent, remainder, width-1 );
+ lines.back() += "-";
+ }
+ if( lines.size() == 1 )
+ indent = _attr.indent;
+ if( tabPos != std::string::npos )
+ indent += tabPos;
+ }
+ }
+ }
+
+ void spliceLine( std::size_t _indent, std::string& _remainder, std::size_t _pos ) {
+ lines.push_back( std::string( _indent, ' ' ) + _remainder.substr( 0, _pos ) );
+ _remainder = _remainder.substr( _pos );
+ }
+
+ typedef std::vector<std::string>::const_iterator const_iterator;
+
+ const_iterator begin() const { return lines.begin(); }
+ const_iterator end() const { return lines.end(); }
+ std::string const& last() const { return lines.back(); }
+ std::size_t size() const { return lines.size(); }
+ std::string const& operator[]( std::size_t _index ) const { return lines[_index]; }
+ std::string toString() const {
+ std::ostringstream oss;
+ oss << *this;
+ return oss.str();
+ }
+
+ inline friend std::ostream& operator << ( std::ostream& _stream, Text const& _text ) {
+ for( Text::const_iterator it = _text.begin(), itEnd = _text.end();
+ it != itEnd; ++it ) {
+ if( it != _text.begin() )
+ _stream << "\n";
+ _stream << *it;
+ }
+ return _stream;
+ }
+
+ private:
+ std::string str;
+ TextAttributes attr;
+ std::vector<std::string> lines;
+ };
+
+} // end namespace Tbc
+
+#ifdef STITCH_TBC_TEXT_FORMAT_OUTER_NAMESPACE
+} // end outer namespace
+#endif
+
+#endif // TBC_TEXT_FORMAT_H_INCLUDED
+
+// ----------- end of #include from tbc_text_format.h -----------
+// ........... back in clara.h
+
+#undef STITCH_TBC_TEXT_FORMAT_OPEN_NAMESPACE
+
+// ----------- #included from clara_compilers.h -----------
+
+#ifndef TWOBLUECUBES_CLARA_COMPILERS_H_INCLUDED
+#define TWOBLUECUBES_CLARA_COMPILERS_H_INCLUDED
+
+// Detect a number of compiler features - mostly C++11/14 conformance - by compiler
+// The following features are defined:
+//
+// CLARA_CONFIG_CPP11_NULLPTR : is nullptr supported?
+// CLARA_CONFIG_CPP11_NOEXCEPT : is noexcept supported?
+// CLARA_CONFIG_CPP11_GENERATED_METHODS : The delete and default keywords for compiler generated methods
+// CLARA_CONFIG_CPP11_OVERRIDE : is override supported?
+// CLARA_CONFIG_CPP11_UNIQUE_PTR : is unique_ptr supported (otherwise use auto_ptr)
+
+// CLARA_CONFIG_CPP11_OR_GREATER : Is C++11 supported?
+
+// CLARA_CONFIG_VARIADIC_MACROS : are variadic macros supported?
+
+// In general each macro has a _NO_<feature name> form
+// (e.g. CLARA_CONFIG_CPP11_NO_NULLPTR) which disables the feature.
+// Many features, at point of detection, define an _INTERNAL_ macro, so they
+// can be combined, en-mass, with the _NO_ forms later.
+
+// All the C++11 features can be disabled with CLARA_CONFIG_NO_CPP11
+
+#ifdef __clang__
+
+#if __has_feature(cxx_nullptr)
+#define CLARA_INTERNAL_CONFIG_CPP11_NULLPTR
+#endif
+
+#if __has_feature(cxx_noexcept)
+#define CLARA_INTERNAL_CONFIG_CPP11_NOEXCEPT
+#endif
+
+#endif // __clang__
+
+////////////////////////////////////////////////////////////////////////////////
+// GCC
+#ifdef __GNUC__
+
+#if __GNUC__ == 4 && __GNUC_MINOR__ >= 6 && defined(__GXX_EXPERIMENTAL_CXX0X__)
+#define CLARA_INTERNAL_CONFIG_CPP11_NULLPTR
+#endif
+
+// - otherwise more recent versions define __cplusplus >= 201103L
+// and will get picked up below
+
+#endif // __GNUC__
+
+////////////////////////////////////////////////////////////////////////////////
+// Visual C++
+#ifdef _MSC_VER
+
+#if (_MSC_VER >= 1600)
+#define CLARA_INTERNAL_CONFIG_CPP11_NULLPTR
+#define CLARA_INTERNAL_CONFIG_CPP11_UNIQUE_PTR
+#endif
+
+#if (_MSC_VER >= 1900 ) // (VC++ 13 (VS2015))
+#define CLARA_INTERNAL_CONFIG_CPP11_NOEXCEPT
+#define CLARA_INTERNAL_CONFIG_CPP11_GENERATED_METHODS
+#endif
+
+#endif // _MSC_VER
+
+////////////////////////////////////////////////////////////////////////////////
+// C++ language feature support
+
+// catch all support for C++11
+#if defined(__cplusplus) && __cplusplus >= 201103L
+
+#define CLARA_CPP11_OR_GREATER
+
+#if !defined(CLARA_INTERNAL_CONFIG_CPP11_NULLPTR)
+#define CLARA_INTERNAL_CONFIG_CPP11_NULLPTR
+#endif
+
+#ifndef CLARA_INTERNAL_CONFIG_CPP11_NOEXCEPT
+#define CLARA_INTERNAL_CONFIG_CPP11_NOEXCEPT
+#endif
+
+#ifndef CLARA_INTERNAL_CONFIG_CPP11_GENERATED_METHODS
+#define CLARA_INTERNAL_CONFIG_CPP11_GENERATED_METHODS
+#endif
+
+#if !defined(CLARA_INTERNAL_CONFIG_CPP11_OVERRIDE)
+#define CLARA_INTERNAL_CONFIG_CPP11_OVERRIDE
+#endif
+#if !defined(CLARA_INTERNAL_CONFIG_CPP11_UNIQUE_PTR)
+#define CLARA_INTERNAL_CONFIG_CPP11_UNIQUE_PTR
+#endif
+
+#endif // __cplusplus >= 201103L
+
+// Now set the actual defines based on the above + anything the user has configured
+#if defined(CLARA_INTERNAL_CONFIG_CPP11_NULLPTR) && !defined(CLARA_CONFIG_CPP11_NO_NULLPTR) && !defined(CLARA_CONFIG_CPP11_NULLPTR) && !defined(CLARA_CONFIG_NO_CPP11)
+#define CLARA_CONFIG_CPP11_NULLPTR
+#endif
+#if defined(CLARA_INTERNAL_CONFIG_CPP11_NOEXCEPT) && !defined(CLARA_CONFIG_CPP11_NO_NOEXCEPT) && !defined(CLARA_CONFIG_CPP11_NOEXCEPT) && !defined(CLARA_CONFIG_NO_CPP11)
+#define CLARA_CONFIG_CPP11_NOEXCEPT
+#endif
+#if defined(CLARA_INTERNAL_CONFIG_CPP11_GENERATED_METHODS) && !defined(CLARA_CONFIG_CPP11_NO_GENERATED_METHODS) && !defined(CLARA_CONFIG_CPP11_GENERATED_METHODS) && !defined(CLARA_CONFIG_NO_CPP11)
+#define CLARA_CONFIG_CPP11_GENERATED_METHODS
+#endif
+#if defined(CLARA_INTERNAL_CONFIG_CPP11_OVERRIDE) && !defined(CLARA_CONFIG_NO_OVERRIDE) && !defined(CLARA_CONFIG_CPP11_OVERRIDE) && !defined(CLARA_CONFIG_NO_CPP11)
+#define CLARA_CONFIG_CPP11_OVERRIDE
+#endif
+#if defined(CLARA_INTERNAL_CONFIG_CPP11_UNIQUE_PTR) && !defined(CLARA_CONFIG_NO_UNIQUE_PTR) && !defined(CLARA_CONFIG_CPP11_UNIQUE_PTR) && !defined(CLARA_CONFIG_NO_CPP11)
+#define CLARA_CONFIG_CPP11_UNIQUE_PTR
+#endif
+
+// noexcept support:
+#if defined(CLARA_CONFIG_CPP11_NOEXCEPT) && !defined(CLARA_NOEXCEPT)
+#define CLARA_NOEXCEPT noexcept
+# define CLARA_NOEXCEPT_IS(x) noexcept(x)
+#else
+#define CLARA_NOEXCEPT throw()
+# define CLARA_NOEXCEPT_IS(x)
+#endif
+
+// nullptr support
+#ifdef CLARA_CONFIG_CPP11_NULLPTR
+#define CLARA_NULL nullptr
+#else
+#define CLARA_NULL NULL
+#endif
+
+// override support
+#ifdef CLARA_CONFIG_CPP11_OVERRIDE
+#define CLARA_OVERRIDE override
+#else
+#define CLARA_OVERRIDE
+#endif
+
+// unique_ptr support
+#ifdef CLARA_CONFIG_CPP11_UNIQUE_PTR
+# define CLARA_AUTO_PTR( T ) std::unique_ptr<T>
+#else
+# define CLARA_AUTO_PTR( T ) std::auto_ptr<T>
+#endif
+
+#endif // TWOBLUECUBES_CLARA_COMPILERS_H_INCLUDED
+
+// ----------- end of #include from clara_compilers.h -----------
+// ........... back in clara.h
+
+#include <map>
+#include <stdexcept>
+#include <memory>
+
+#if defined(WIN32) || defined(__WIN32__) || defined(_WIN32) || defined(_MSC_VER)
+#define CLARA_PLATFORM_WINDOWS
+#endif
+
+// Use optional outer namespace
+#ifdef STITCH_CLARA_OPEN_NAMESPACE
+STITCH_CLARA_OPEN_NAMESPACE
+#endif
+
+namespace Clara {
+
+ struct UnpositionalTag {};
+
+ extern UnpositionalTag _;
+
+#ifdef CLARA_CONFIG_MAIN
+ UnpositionalTag _;
+#endif
+
+ namespace Detail {
+
+#ifdef CLARA_CONSOLE_WIDTH
+ const unsigned int consoleWidth = CLARA_CONFIG_CONSOLE_WIDTH;
+#else
+ const unsigned int consoleWidth = 80;
+#endif
+
+ using namespace Tbc;
+
+ inline bool startsWith( std::string const& str, std::string const& prefix ) {
+ return str.size() >= prefix.size() && str.substr( 0, prefix.size() ) == prefix;
+ }
+
+ template<typename T> struct RemoveConstRef{ typedef T type; };
+ template<typename T> struct RemoveConstRef<T&>{ typedef T type; };
+ template<typename T> struct RemoveConstRef<T const&>{ typedef T type; };
+ template<typename T> struct RemoveConstRef<T const>{ typedef T type; };
+
+ template<typename T> struct IsBool { static const bool value = false; };
+ template<> struct IsBool<bool> { static const bool value = true; };
+
+ template<typename T>
+ void convertInto( std::string const& _source, T& _dest ) {
+ std::stringstream ss;
+ ss << _source;
+ ss >> _dest;
+ if( ss.fail() )
+ throw std::runtime_error( "Unable to convert " + _source + " to destination type" );
+ }
+ inline void convertInto( std::string const& _source, std::string& _dest ) {
+ _dest = _source;
+ }
+ char toLowerCh(char c) {
+ return static_cast<char>( ::tolower( c ) );
+ }
+ inline void convertInto( std::string const& _source, bool& _dest ) {
+ std::string sourceLC = _source;
+ std::transform( sourceLC.begin(), sourceLC.end(), sourceLC.begin(), toLowerCh );
+ if( sourceLC == "y" || sourceLC == "1" || sourceLC == "true" || sourceLC == "yes" || sourceLC == "on" )
+ _dest = true;
+ else if( sourceLC == "n" || sourceLC == "0" || sourceLC == "false" || sourceLC == "no" || sourceLC == "off" )
+ _dest = false;
+ else
+ throw std::runtime_error( "Expected a boolean value but did not recognise:\n '" + _source + "'" );
+ }
+
+ template<typename ConfigT>
+ struct IArgFunction {
+ virtual ~IArgFunction() {}
+#ifdef CLARA_CONFIG_CPP11_GENERATED_METHODS
+ IArgFunction() = default;
+ IArgFunction( IArgFunction const& ) = default;
+#endif
+ virtual void set( ConfigT& config, std::string const& value ) const = 0;
+ virtual bool takesArg() const = 0;
+ virtual IArgFunction* clone() const = 0;
+ };
+
+ template<typename ConfigT>
+ class BoundArgFunction {
+ public:
+ BoundArgFunction() : functionObj( CLARA_NULL ) {}
+ BoundArgFunction( IArgFunction<ConfigT>* _functionObj ) : functionObj( _functionObj ) {}
+ BoundArgFunction( BoundArgFunction const& other ) : functionObj( other.functionObj ? other.functionObj->clone() : CLARA_NULL ) {}
+ BoundArgFunction& operator = ( BoundArgFunction const& other ) {
+ IArgFunction<ConfigT>* newFunctionObj = other.functionObj ? other.functionObj->clone() : CLARA_NULL;
+ delete functionObj;
+ functionObj = newFunctionObj;
+ return *this;
+ }
+ ~BoundArgFunction() { delete functionObj; }
+
+ void set( ConfigT& config, std::string const& value ) const {
+ functionObj->set( config, value );
+ }
+ bool takesArg() const { return functionObj->takesArg(); }
+
+ bool isSet() const {
+ return functionObj != CLARA_NULL;
+ }
+ private:
+ IArgFunction<ConfigT>* functionObj;
+ };
+
+ template<typename C>
+ struct NullBinder : IArgFunction<C>{
+ virtual void set( C&, std::string const& ) const {}
+ virtual bool takesArg() const { return true; }
+ virtual IArgFunction<C>* clone() const { return new NullBinder( *this ); }
+ };
+
+ template<typename C, typename M>
+ struct BoundDataMember : IArgFunction<C>{
+ BoundDataMember( M C::* _member ) : member( _member ) {}
+ virtual void set( C& p, std::string const& stringValue ) const {
+ convertInto( stringValue, p.*member );
+ }
+ virtual bool takesArg() const { return !IsBool<M>::value; }
+ virtual IArgFunction<C>* clone() const { return new BoundDataMember( *this ); }
+ M C::* member;
+ };
+ template<typename C, typename M>
+ struct BoundUnaryMethod : IArgFunction<C>{
+ BoundUnaryMethod( void (C::*_member)( M ) ) : member( _member ) {}
+ virtual void set( C& p, std::string const& stringValue ) const {
+ typename RemoveConstRef<M>::type value;
+ convertInto( stringValue, value );
+ (p.*member)( value );
+ }
+ virtual bool takesArg() const { return !IsBool<M>::value; }
+ virtual IArgFunction<C>* clone() const { return new BoundUnaryMethod( *this ); }
+ void (C::*member)( M );
+ };
+ template<typename C>
+ struct BoundNullaryMethod : IArgFunction<C>{
+ BoundNullaryMethod( void (C::*_member)() ) : member( _member ) {}
+ virtual void set( C& p, std::string const& stringValue ) const {
+ bool value;
+ convertInto( stringValue, value );
+ if( value )
+ (p.*member)();
+ }
+ virtual bool takesArg() const { return false; }
+ virtual IArgFunction<C>* clone() const { return new BoundNullaryMethod( *this ); }
+ void (C::*member)();
+ };
+
+ template<typename C>
+ struct BoundUnaryFunction : IArgFunction<C>{
+ BoundUnaryFunction( void (*_function)( C& ) ) : function( _function ) {}
+ virtual void set( C& obj, std::string const& stringValue ) const {
+ bool value;
+ convertInto( stringValue, value );
+ if( value )
+ function( obj );
+ }
+ virtual bool takesArg() const { return false; }
+ virtual IArgFunction<C>* clone() const { return new BoundUnaryFunction( *this ); }
+ void (*function)( C& );
+ };
+
+ template<typename C, typename T>
+ struct BoundBinaryFunction : IArgFunction<C>{
+ BoundBinaryFunction( void (*_function)( C&, T ) ) : function( _function ) {}
+ virtual void set( C& obj, std::string const& stringValue ) const {
+ typename RemoveConstRef<T>::type value;
+ convertInto( stringValue, value );
+ function( obj, value );
+ }
+ virtual bool takesArg() const { return !IsBool<T>::value; }
+ virtual IArgFunction<C>* clone() const { return new BoundBinaryFunction( *this ); }
+ void (*function)( C&, T );
+ };
+
+ } // namespace Detail
+
+ inline std::vector<std::string> argsToVector( int argc, char const* const* const argv ) {
+ std::vector<std::string> args( static_cast<std::size_t>( argc ) );
+ for( std::size_t i = 0; i < static_cast<std::size_t>( argc ); ++i )
+ args[i] = argv[i];
+
+ return args;
+ }
+
+ class Parser {
+ enum Mode { None, MaybeShortOpt, SlashOpt, ShortOpt, LongOpt, Positional };
+ Mode mode;
+ std::size_t from;
+ bool inQuotes;
+ public:
+
+ struct Token {
+ enum Type { Positional, ShortOpt, LongOpt };
+ Token( Type _type, std::string const& _data ) : type( _type ), data( _data ) {}
+ Type type;
+ std::string data;
+ };
+
+ Parser() : mode( None ), from( 0 ), inQuotes( false ){}
+
+ void parseIntoTokens( std::vector<std::string> const& args, std::vector<Token>& tokens ) {
+ const std::string doubleDash = "--";
+ for( std::size_t i = 1; i < args.size() && args[i] != doubleDash; ++i )
+ parseIntoTokens( args[i], tokens);
+ }
+
+ void parseIntoTokens( std::string const& arg, std::vector<Token>& tokens ) {
+ for( std::size_t i = 0; i <= arg.size(); ++i ) {
+ char c = arg[i];
+ if( c == '"' )
+ inQuotes = !inQuotes;
+ mode = handleMode( i, c, arg, tokens );
+ }
+ }
+ Mode handleMode( std::size_t i, char c, std::string const& arg, std::vector<Token>& tokens ) {
+ switch( mode ) {
+ case None: return handleNone( i, c );
+ case MaybeShortOpt: return handleMaybeShortOpt( i, c );
+ case ShortOpt:
+ case LongOpt:
+ case SlashOpt: return handleOpt( i, c, arg, tokens );
+ case Positional: return handlePositional( i, c, arg, tokens );
+ default: throw std::logic_error( "Unknown mode" );
+ }
+ }
+
+ Mode handleNone( std::size_t i, char c ) {
+ if( inQuotes ) {
+ from = i;
+ return Positional;
+ }
+ switch( c ) {
+ case '-': return MaybeShortOpt;
+#ifdef CLARA_PLATFORM_WINDOWS
+ case '/': from = i+1; return SlashOpt;
+#endif
+ default: from = i; return Positional;
+ }
+ }
+ Mode handleMaybeShortOpt( std::size_t i, char c ) {
+ switch( c ) {
+ case '-': from = i+1; return LongOpt;
+ default: from = i; return ShortOpt;
+ }
+ }
+ Mode handleOpt( std::size_t i, char c, std::string const& arg, std::vector<Token>& tokens ) {
+ if( std::string( ":=\0", 3 ).find( c ) == std::string::npos )
+ return mode;
+
+ std::string optName = arg.substr( from, i-from );
+ if( mode == ShortOpt )
+ for( std::size_t j = 0; j < optName.size(); ++j )
+ tokens.push_back( Token( Token::ShortOpt, optName.substr( j, 1 ) ) );
+ else if( mode == SlashOpt && optName.size() == 1 )
+ tokens.push_back( Token( Token::ShortOpt, optName ) );
+ else
+ tokens.push_back( Token( Token::LongOpt, optName ) );
+ return None;
+ }
+ Mode handlePositional( std::size_t i, char c, std::string const& arg, std::vector<Token>& tokens ) {
+ if( inQuotes || std::string( "\0", 1 ).find( c ) == std::string::npos )
+ return mode;
+
+ std::string data = arg.substr( from, i-from );
+ tokens.push_back( Token( Token::Positional, data ) );
+ return None;
+ }
+ };
+
+ template<typename ConfigT>
+ struct CommonArgProperties {
+ CommonArgProperties() {}
+ CommonArgProperties( Detail::BoundArgFunction<ConfigT> const& _boundField ) : boundField( _boundField ) {}
+
+ Detail::BoundArgFunction<ConfigT> boundField;
+ std::string description;
+ std::string detail;
+ std::string placeholder; // Only value if boundField takes an arg
+
+ bool takesArg() const {
+ return !placeholder.empty();
+ }
+ void validate() const {
+ if( !boundField.isSet() )
+ throw std::logic_error( "option not bound" );
+ }
+ };
+ struct OptionArgProperties {
+ std::vector<std::string> shortNames;
+ std::string longName;
+
+ bool hasShortName( std::string const& shortName ) const {
+ return std::find( shortNames.begin(), shortNames.end(), shortName ) != shortNames.end();
+ }
+ bool hasLongName( std::string const& _longName ) const {
+ return _longName == longName;
+ }
+ };
+ struct PositionalArgProperties {
+ PositionalArgProperties() : position( -1 ) {}
+ int position; // -1 means non-positional (floating)
+
+ bool isFixedPositional() const {
+ return position != -1;
+ }
+ };
+
+ template<typename ConfigT>
+ class CommandLine {
+
+ struct Arg : CommonArgProperties<ConfigT>, OptionArgProperties, PositionalArgProperties {
+ Arg() {}
+ Arg( Detail::BoundArgFunction<ConfigT> const& _boundField ) : CommonArgProperties<ConfigT>( _boundField ) {}
+
+ using CommonArgProperties<ConfigT>::placeholder; // !TBD
+
+ std::string dbgName() const {
+ if( !longName.empty() )
+ return "--" + longName;
+ if( !shortNames.empty() )
+ return "-" + shortNames[0];
+ return "positional args";
+ }
+ std::string commands() const {
+ std::ostringstream oss;
+ bool first = true;
+ std::vector<std::string>::const_iterator it = shortNames.begin(), itEnd = shortNames.end();
+ for(; it != itEnd; ++it ) {
+ if( first )
+ first = false;
+ else
+ oss << ", ";
+ oss << "-" << *it;
+ }
+ if( !longName.empty() ) {
+ if( !first )
+ oss << ", ";
+ oss << "--" << longName;
+ }
+ if( !placeholder.empty() )
+ oss << " <" << placeholder << ">";
+ return oss.str();
+ }
+ };
+
+ typedef CLARA_AUTO_PTR( Arg ) ArgAutoPtr;
+
+ friend void addOptName( Arg& arg, std::string const& optName )
+ {
+ if( optName.empty() )
+ return;
+ if( Detail::startsWith( optName, "--" ) ) {
+ if( !arg.longName.empty() )
+ throw std::logic_error( "Only one long opt may be specified. '"
+ + arg.longName
+ + "' already specified, now attempting to add '"
+ + optName + "'" );
+ arg.longName = optName.substr( 2 );
+ }
+ else if( Detail::startsWith( optName, "-" ) )
+ arg.shortNames.push_back( optName.substr( 1 ) );
+ else
+ throw std::logic_error( "option must begin with - or --. Option was: '" + optName + "'" );
+ }
+ friend void setPositionalArg( Arg& arg, int position )
+ {
+ arg.position = position;
+ }
+
+ class ArgBuilder {
+ public:
+ ArgBuilder( Arg* arg ) : m_arg( arg ) {}
+
+ // Bind a non-boolean data member (requires placeholder string)
+ template<typename C, typename M>
+ void bind( M C::* field, std::string const& placeholder ) {
+ m_arg->boundField = new Detail::BoundDataMember<C,M>( field );
+ m_arg->placeholder = placeholder;
+ }
+ // Bind a boolean data member (no placeholder required)
+ template<typename C>
+ void bind( bool C::* field ) {
+ m_arg->boundField = new Detail::BoundDataMember<C,bool>( field );
+ }
+
+ // Bind a method taking a single, non-boolean argument (requires a placeholder string)
+ template<typename C, typename M>
+ void bind( void (C::* unaryMethod)( M ), std::string const& placeholder ) {
+ m_arg->boundField = new Detail::BoundUnaryMethod<C,M>( unaryMethod );
+ m_arg->placeholder = placeholder;
+ }
+
+ // Bind a method taking a single, boolean argument (no placeholder string required)
+ template<typename C>
+ void bind( void (C::* unaryMethod)( bool ) ) {
+ m_arg->boundField = new Detail::BoundUnaryMethod<C,bool>( unaryMethod );
+ }
+
+ // Bind a method that takes no arguments (will be called if opt is present)
+ template<typename C>
+ void bind( void (C::* nullaryMethod)() ) {
+ m_arg->boundField = new Detail::BoundNullaryMethod<C>( nullaryMethod );
+ }
+
+ // Bind a free function taking a single argument - the object to operate on (no placeholder string required)
+ template<typename C>
+ void bind( void (* unaryFunction)( C& ) ) {
+ m_arg->boundField = new Detail::BoundUnaryFunction<C>( unaryFunction );
+ }
+
+ // Bind a free function taking a single argument - the object to operate on (requires a placeholder string)
+ template<typename C, typename T>
+ void bind( void (* binaryFunction)( C&, T ), std::string const& placeholder ) {
+ m_arg->boundField = new Detail::BoundBinaryFunction<C, T>( binaryFunction );
+ m_arg->placeholder = placeholder;
+ }
+
+ ArgBuilder& describe( std::string const& description ) {
+ m_arg->description = description;
+ return *this;
+ }
+ ArgBuilder& detail( std::string const& detail ) {
+ m_arg->detail = detail;
+ return *this;
+ }
+
+ protected:
+ Arg* m_arg;
+ };
+
+ class OptBuilder : public ArgBuilder {
+ public:
+ OptBuilder( Arg* arg ) : ArgBuilder( arg ) {}
+ OptBuilder( OptBuilder& other ) : ArgBuilder( other ) {}
+
+ OptBuilder& operator[]( std::string const& optName ) {
+ addOptName( *ArgBuilder::m_arg, optName );
+ return *this;
+ }
+ };
+
+ public:
+
+ CommandLine()
+ : m_boundProcessName( new Detail::NullBinder<ConfigT>() ),
+ m_highestSpecifiedArgPosition( 0 ),
+ m_throwOnUnrecognisedTokens( false )
+ {}
+ CommandLine( CommandLine const& other )
+ : m_boundProcessName( other.m_boundProcessName ),
+ m_options ( other.m_options ),
+ m_positionalArgs( other.m_positionalArgs ),
+ m_highestSpecifiedArgPosition( other.m_highestSpecifiedArgPosition ),
+ m_throwOnUnrecognisedTokens( other.m_throwOnUnrecognisedTokens )
+ {
+ if( other.m_floatingArg.get() )
+ m_floatingArg.reset( new Arg( *other.m_floatingArg ) );
+ }
+
+ CommandLine& setThrowOnUnrecognisedTokens( bool shouldThrow = true ) {
+ m_throwOnUnrecognisedTokens = shouldThrow;
+ return *this;
+ }
+
+ OptBuilder operator[]( std::string const& optName ) {
+ m_options.push_back( Arg() );
+ addOptName( m_options.back(), optName );
+ OptBuilder builder( &m_options.back() );
+ return builder;
+ }
+
+ ArgBuilder operator[]( int position ) {
+ m_positionalArgs.insert( std::make_pair( position, Arg() ) );
+ if( position > m_highestSpecifiedArgPosition )
+ m_highestSpecifiedArgPosition = position;
+ setPositionalArg( m_positionalArgs[position], position );
+ ArgBuilder builder( &m_positionalArgs[position] );
+ return builder;
+ }
+
+ // Invoke this with the _ instance
+ ArgBuilder operator[]( UnpositionalTag ) {
+ if( m_floatingArg.get() )
+ throw std::logic_error( "Only one unpositional argument can be added" );
+ m_floatingArg.reset( new Arg() );
+ ArgBuilder builder( m_floatingArg.get() );
+ return builder;
+ }
+
+ template<typename C, typename M>
+ void bindProcessName( M C::* field ) {
+ m_boundProcessName = new Detail::BoundDataMember<C,M>( field );
+ }
+ template<typename C, typename M>
+ void bindProcessName( void (C::*_unaryMethod)( M ) ) {
+ m_boundProcessName = new Detail::BoundUnaryMethod<C,M>( _unaryMethod );
+ }
+
+ void optUsage( std::ostream& os, std::size_t indent = 0, std::size_t width = Detail::consoleWidth ) const {
+ typename std::vector<Arg>::const_iterator itBegin = m_options.begin(), itEnd = m_options.end(), it;
+ std::size_t maxWidth = 0;
+ for( it = itBegin; it != itEnd; ++it )
+ maxWidth = (std::max)( maxWidth, it->commands().size() );
+
+ for( it = itBegin; it != itEnd; ++it ) {
+ Detail::Text usage( it->commands(), Detail::TextAttributes()
+ .setWidth( maxWidth+indent )
+ .setIndent( indent ) );
+ Detail::Text desc( it->description, Detail::TextAttributes()
+ .setWidth( width - maxWidth - 3 ) );
+
+ for( std::size_t i = 0; i < (std::max)( usage.size(), desc.size() ); ++i ) {
+ std::string usageCol = i < usage.size() ? usage[i] : "";
+ os << usageCol;
+
+ if( i < desc.size() && !desc[i].empty() )
+ os << std::string( indent + 2 + maxWidth - usageCol.size(), ' ' )
+ << desc[i];
+ os << "\n";
+ }
+ }
+ }
+ std::string optUsage() const {
+ std::ostringstream oss;
+ optUsage( oss );
+ return oss.str();
+ }
+
+ void argSynopsis( std::ostream& os ) const {
+ for( int i = 1; i <= m_highestSpecifiedArgPosition; ++i ) {
+ if( i > 1 )
+ os << " ";
+ typename std::map<int, Arg>::const_iterator it = m_positionalArgs.find( i );
+ if( it != m_positionalArgs.end() )
+ os << "<" << it->second.placeholder << ">";
+ else if( m_floatingArg.get() )
+ os << "<" << m_floatingArg->placeholder << ">";
+ else
+ throw std::logic_error( "non consecutive positional arguments with no floating args" );
+ }
+ // !TBD No indication of mandatory args
+ if( m_floatingArg.get() ) {
+ if( m_highestSpecifiedArgPosition > 1 )
+ os << " ";
+ os << "[<" << m_floatingArg->placeholder << "> ...]";
+ }
+ }
+ std::string argSynopsis() const {
+ std::ostringstream oss;
+ argSynopsis( oss );
+ return oss.str();
+ }
+
+ void usage( std::ostream& os, std::string const& procName ) const {
+ validate();
+ os << "usage:\n " << procName << " ";
+ argSynopsis( os );
+ if( !m_options.empty() ) {
+ os << " [options]\n\nwhere options are: \n";
+ optUsage( os, 2 );
+ }
+ os << "\n";
+ }
+ std::string usage( std::string const& procName ) const {
+ std::ostringstream oss;
+ usage( oss, procName );
+ return oss.str();
+ }
+
+ ConfigT parse( std::vector<std::string> const& args ) const {
+ ConfigT config;
+ parseInto( args, config );
+ return config;
+ }
+
+ std::vector<Parser::Token> parseInto( std::vector<std::string> const& args, ConfigT& config ) const {
+ std::string processName = args[0];
+ std::size_t lastSlash = processName.find_last_of( "/\\" );
+ if( lastSlash != std::string::npos )
+ processName = processName.substr( lastSlash+1 );
+ m_boundProcessName.set( config, processName );
+ std::vector<Parser::Token> tokens;
+ Parser parser;
+ parser.parseIntoTokens( args, tokens );
+ return populate( tokens, config );
+ }
+
+ std::vector<Parser::Token> populate( std::vector<Parser::Token> const& tokens, ConfigT& config ) const {
+ validate();
+ std::vector<Parser::Token> unusedTokens = populateOptions( tokens, config );
+ unusedTokens = populateFixedArgs( unusedTokens, config );
+ unusedTokens = populateFloatingArgs( unusedTokens, config );
+ return unusedTokens;
+ }
+
+ std::vector<Parser::Token> populateOptions( std::vector<Parser::Token> const& tokens, ConfigT& config ) const {
+ std::vector<Parser::Token> unusedTokens;
+ std::vector<std::string> errors;
+ for( std::size_t i = 0; i < tokens.size(); ++i ) {
+ Parser::Token const& token = tokens[i];
+ typename std::vector<Arg>::const_iterator it = m_options.begin(), itEnd = m_options.end();
+ for(; it != itEnd; ++it ) {
+ Arg const& arg = *it;
+
+ try {
+ if( ( token.type == Parser::Token::ShortOpt && arg.hasShortName( token.data ) ) ||
+ ( token.type == Parser::Token::LongOpt && arg.hasLongName( token.data ) ) ) {
+ if( arg.takesArg() ) {
+ if( i == tokens.size()-1 || tokens[i+1].type != Parser::Token::Positional )
+ errors.push_back( "Expected argument to option: " + token.data );
+ else
+ arg.boundField.set( config, tokens[++i].data );
+ }
+ else {
+ arg.boundField.set( config, "true" );
+ }
+ break;
+ }
+ }
+ catch( std::exception& ex ) {
+ errors.push_back( std::string( ex.what() ) + "\n- while parsing: (" + arg.commands() + ")" );
+ }
+ }
+ if( it == itEnd ) {
+ if( token.type == Parser::Token::Positional || !m_throwOnUnrecognisedTokens )
+ unusedTokens.push_back( token );
+ else if( errors.empty() && m_throwOnUnrecognisedTokens )
+ errors.push_back( "unrecognised option: " + token.data );
+ }
+ }
+ if( !errors.empty() ) {
+ std::ostringstream oss;
+ for( std::vector<std::string>::const_iterator it = errors.begin(), itEnd = errors.end();
+ it != itEnd;
+ ++it ) {
+ if( it != errors.begin() )
+ oss << "\n";
+ oss << *it;
+ }
+ throw std::runtime_error( oss.str() );
+ }
+ return unusedTokens;
+ }
+ std::vector<Parser::Token> populateFixedArgs( std::vector<Parser::Token> const& tokens, ConfigT& config ) const {
+ std::vector<Parser::Token> unusedTokens;
+ int position = 1;
+ for( std::size_t i = 0; i < tokens.size(); ++i ) {
+ Parser::Token const& token = tokens[i];
+ typename std::map<int, Arg>::const_iterator it = m_positionalArgs.find( position );
+ if( it != m_positionalArgs.end() )
+ it->second.boundField.set( config, token.data );
+ else
+ unusedTokens.push_back( token );
+ if( token.type == Parser::Token::Positional )
+ position++;
+ }
+ return unusedTokens;
+ }
+ std::vector<Parser::Token> populateFloatingArgs( std::vector<Parser::Token> const& tokens, ConfigT& config ) const {
+ if( !m_floatingArg.get() )
+ return tokens;
+ std::vector<Parser::Token> unusedTokens;
+ for( std::size_t i = 0; i < tokens.size(); ++i ) {
+ Parser::Token const& token = tokens[i];
+ if( token.type == Parser::Token::Positional )
+ m_floatingArg->boundField.set( config, token.data );
+ else
+ unusedTokens.push_back( token );
+ }
+ return unusedTokens;
+ }
+
+ void validate() const
+ {
+ if( m_options.empty() && m_positionalArgs.empty() && !m_floatingArg.get() )
+ throw std::logic_error( "No options or arguments specified" );
+
+ for( typename std::vector<Arg>::const_iterator it = m_options.begin(),
+ itEnd = m_options.end();
+ it != itEnd; ++it )
+ it->validate();
+ }
+
+ private:
+ Detail::BoundArgFunction<ConfigT> m_boundProcessName;
+ std::vector<Arg> m_options;
+ std::map<int, Arg> m_positionalArgs;
+ ArgAutoPtr m_floatingArg;
+ int m_highestSpecifiedArgPosition;
+ bool m_throwOnUnrecognisedTokens;
+ };
+
+} // end namespace Clara
+
+STITCH_CLARA_CLOSE_NAMESPACE
+#undef STITCH_CLARA_OPEN_NAMESPACE
+#undef STITCH_CLARA_CLOSE_NAMESPACE
+
+#endif // TWOBLUECUBES_CLARA_H_INCLUDED
+#undef STITCH_CLARA_OPEN_NAMESPACE
+
+// Restore Clara's value for console width, if present
+#ifdef CATCH_TEMP_CLARA_CONFIG_CONSOLE_WIDTH
+#define CLARA_CONFIG_CONSOLE_WIDTH CATCH_TEMP_CLARA_CONFIG_CONSOLE_WIDTH
+#undef CATCH_TEMP_CLARA_CONFIG_CONSOLE_WIDTH
+#endif
+
+#include <fstream>
+#include <ctime>
+
+namespace Catch {
+
+ inline void abortAfterFirst( ConfigData& config ) { config.abortAfter = 1; }
+ inline void abortAfterX( ConfigData& config, int x ) {
+ if( x < 1 )
+ throw std::runtime_error( "Value after -x or --abortAfter must be greater than zero" );
+ config.abortAfter = x;
+ }
+ inline void addTestOrTags( ConfigData& config, std::string const& _testSpec ) { config.testsOrTags.push_back( _testSpec ); }
+ inline void addSectionToRun( ConfigData& config, std::string const& sectionName ) { config.sectionsToRun.push_back( sectionName ); }
+ inline void addReporterName( ConfigData& config, std::string const& _reporterName ) { config.reporterNames.push_back( _reporterName ); }
+
+ inline void addWarning( ConfigData& config, std::string const& _warning ) {
+ if( _warning == "NoAssertions" )
+ config.warnings = static_cast<WarnAbout::What>( config.warnings | WarnAbout::NoAssertions );
+ else
+ throw std::runtime_error( "Unrecognised warning: '" + _warning + '\'' );
+ }
+ inline void setOrder( ConfigData& config, std::string const& order ) {
+ if( startsWith( "declared", order ) )
+ config.runOrder = RunTests::InDeclarationOrder;
+ else if( startsWith( "lexical", order ) )
+ config.runOrder = RunTests::InLexicographicalOrder;
+ else if( startsWith( "random", order ) )
+ config.runOrder = RunTests::InRandomOrder;
+ else
+ throw std::runtime_error( "Unrecognised ordering: '" + order + '\'' );
+ }
+ inline void setRngSeed( ConfigData& config, std::string const& seed ) {
+ if( seed == "time" ) {
+ config.rngSeed = static_cast<unsigned int>( std::time(0) );
+ }
+ else {
+ std::stringstream ss;
+ ss << seed;
+ ss >> config.rngSeed;
+ if( ss.fail() )
+ throw std::runtime_error( "Argument to --rng-seed should be the word 'time' or a number" );
+ }
+ }
+ inline void setVerbosity( ConfigData& config, int level ) {
+ // !TBD: accept strings?
+ config.verbosity = static_cast<Verbosity::Level>( level );
+ }
+ inline void setShowDurations( ConfigData& config, bool _showDurations ) {
+ config.showDurations = _showDurations
+ ? ShowDurations::Always
+ : ShowDurations::Never;
+ }
+ inline void setUseColour( ConfigData& config, std::string const& value ) {
+ std::string mode = toLower( value );
+
+ if( mode == "yes" )
+ config.useColour = UseColour::Yes;
+ else if( mode == "no" )
+ config.useColour = UseColour::No;
+ else if( mode == "auto" )
+ config.useColour = UseColour::Auto;
+ else
+ throw std::runtime_error( "colour mode must be one of: auto, yes or no" );
+ }
+ inline void forceColour( ConfigData& config ) {
+ config.useColour = UseColour::Yes;
+ }
+ inline void loadTestNamesFromFile( ConfigData& config, std::string const& _filename ) {
+ std::ifstream f( _filename.c_str() );
+ if( !f.is_open() )
+ throw std::domain_error( "Unable to load input file: " + _filename );
+
+ std::string line;
+ while( std::getline( f, line ) ) {
+ line = trim(line);
+ if( !line.empty() && !startsWith( line, '#' ) ) {
+ if( !startsWith( line, '"' ) )
+ line = '"' + line + '"';
+ addTestOrTags( config, line + ',' );
+ }
+ }
+ }
+
+ inline Clara::CommandLine<ConfigData> makeCommandLineParser() {
+
+ using namespace Clara;
+ CommandLine<ConfigData> cli;
+
+ cli.bindProcessName( &ConfigData::processName );
+
+ cli["-?"]["-h"]["--help"]
+ .describe( "display usage information" )
+ .bind( &ConfigData::showHelp );
+
+ cli["-l"]["--list-tests"]
+ .describe( "list all/matching test cases" )
+ .bind( &ConfigData::listTests );
+
+ cli["-t"]["--list-tags"]
+ .describe( "list all/matching tags" )
+ .bind( &ConfigData::listTags );
+
+ cli["-s"]["--success"]
+ .describe( "include successful tests in output" )
+ .bind( &ConfigData::showSuccessfulTests );
+
+ cli["-b"]["--break"]
+ .describe( "break into debugger on failure" )
+ .bind( &ConfigData::shouldDebugBreak );
+
+ cli["-e"]["--nothrow"]
+ .describe( "skip exception tests" )
+ .bind( &ConfigData::noThrow );
+
+ cli["-i"]["--invisibles"]
+ .describe( "show invisibles (tabs, newlines)" )
+ .bind( &ConfigData::showInvisibles );
+
+ cli["-o"]["--out"]
+ .describe( "output filename" )
+ .bind( &ConfigData::outputFilename, "filename" );
+
+ cli["-r"]["--reporter"]
+// .placeholder( "name[:filename]" )
+ .describe( "reporter to use (defaults to console)" )
+ .bind( &addReporterName, "name" );
+
+ cli["-n"]["--name"]
+ .describe( "suite name" )
+ .bind( &ConfigData::name, "name" );
+
+ cli["-a"]["--abort"]
+ .describe( "abort at first failure" )
+ .bind( &abortAfterFirst );
+
+ cli["-x"]["--abortx"]
+ .describe( "abort after x failures" )
+ .bind( &abortAfterX, "no. failures" );
+
+ cli["-w"]["--warn"]
+ .describe( "enable warnings" )
+ .bind( &addWarning, "warning name" );
+
+// - needs updating if reinstated
+// cli.into( &setVerbosity )
+// .describe( "level of verbosity (0=no output)" )
+// .shortOpt( "v")
+// .longOpt( "verbosity" )
+// .placeholder( "level" );
+
+ cli[_]
+ .describe( "which test or tests to use" )
+ .bind( &addTestOrTags, "test name, pattern or tags" );
+
+ cli["-d"]["--durations"]
+ .describe( "show test durations" )
+ .bind( &setShowDurations, "yes|no" );
+
+ cli["-f"]["--input-file"]
+ .describe( "load test names to run from a file" )
+ .bind( &loadTestNamesFromFile, "filename" );
+
+ cli["-#"]["--filenames-as-tags"]
+ .describe( "adds a tag for the filename" )
+ .bind( &ConfigData::filenamesAsTags );
+
+ cli["-c"]["--section"]
+ .describe( "specify section to run" )
+ .bind( &addSectionToRun, "section name" );
+
+ // Less common commands which don't have a short form
+ cli["--list-test-names-only"]
+ .describe( "list all/matching test cases names only" )
+ .bind( &ConfigData::listTestNamesOnly );
+
+ cli["--list-reporters"]
+ .describe( "list all reporters" )
+ .bind( &ConfigData::listReporters );
+
+ cli["--order"]
+ .describe( "test case order (defaults to decl)" )
+ .bind( &setOrder, "decl|lex|rand" );
+
+ cli["--rng-seed"]
+ .describe( "set a specific seed for random numbers" )
+ .bind( &setRngSeed, "'time'|number" );
+
+ cli["--force-colour"]
+ .describe( "force colourised output (deprecated)" )
+ .bind( &forceColour );
+
+ cli["--use-colour"]
+ .describe( "should output be colourised" )
+ .bind( &setUseColour, "yes|no" );
+
+ return cli;
+ }
+
+} // end namespace Catch
+
+// #included from: internal/catch_list.hpp
+#define TWOBLUECUBES_CATCH_LIST_HPP_INCLUDED
+
+// #included from: catch_text.h
+#define TWOBLUECUBES_CATCH_TEXT_H_INCLUDED
+
+#define TBC_TEXT_FORMAT_CONSOLE_WIDTH CATCH_CONFIG_CONSOLE_WIDTH
+
+#define CLICHE_TBC_TEXT_FORMAT_OUTER_NAMESPACE Catch
+// #included from: ../external/tbc_text_format.h
+// Only use header guard if we are not using an outer namespace
+#ifndef CLICHE_TBC_TEXT_FORMAT_OUTER_NAMESPACE
+# ifdef TWOBLUECUBES_TEXT_FORMAT_H_INCLUDED
+# ifndef TWOBLUECUBES_TEXT_FORMAT_H_ALREADY_INCLUDED
+# define TWOBLUECUBES_TEXT_FORMAT_H_ALREADY_INCLUDED
+# endif
+# else
+# define TWOBLUECUBES_TEXT_FORMAT_H_INCLUDED
+# endif
+#endif
+#ifndef TWOBLUECUBES_TEXT_FORMAT_H_ALREADY_INCLUDED
+#include <string>
+#include <vector>
+#include <sstream>
+
+// Use optional outer namespace
+#ifdef CLICHE_TBC_TEXT_FORMAT_OUTER_NAMESPACE
+namespace CLICHE_TBC_TEXT_FORMAT_OUTER_NAMESPACE {
+#endif
+
+namespace Tbc {
+
+#ifdef TBC_TEXT_FORMAT_CONSOLE_WIDTH
+ const unsigned int consoleWidth = TBC_TEXT_FORMAT_CONSOLE_WIDTH;
+#else
+ const unsigned int consoleWidth = 80;
+#endif
+
+ struct TextAttributes {
+ TextAttributes()
+ : initialIndent( std::string::npos ),
+ indent( 0 ),
+ width( consoleWidth-1 )
+ {}
+
+ TextAttributes& setInitialIndent( std::size_t _value ) { initialIndent = _value; return *this; }
+ TextAttributes& setIndent( std::size_t _value ) { indent = _value; return *this; }
+ TextAttributes& setWidth( std::size_t _value ) { width = _value; return *this; }
+
+ std::size_t initialIndent; // indent of first line, or npos
+ std::size_t indent; // indent of subsequent lines, or all if initialIndent is npos
+ std::size_t width; // maximum width of text, including indent. Longer text will wrap
+ };
+
+ class Text {
+ public:
+ Text( std::string const& _str, TextAttributes const& _attr = TextAttributes() )
+ : attr( _attr )
+ {
+ const std::string wrappableBeforeChars = "[({<\t";
+ const std::string wrappableAfterChars = "])}>-,./|\\";
+ const std::string wrappableInsteadOfChars = " \n\r";
+ std::string indent = _attr.initialIndent != std::string::npos
+ ? std::string( _attr.initialIndent, ' ' )
+ : std::string( _attr.indent, ' ' );
+
+ typedef std::string::const_iterator iterator;
+ iterator it = _str.begin();
+ const iterator strEnd = _str.end();
+
+ while( it != strEnd ) {
+
+ if( lines.size() >= 1000 ) {
+ lines.push_back( "... message truncated due to excessive size" );
+ return;
+ }
+
+ std::string suffix;
+ std::size_t width = (std::min)( static_cast<size_t>( strEnd-it ), _attr.width-static_cast<size_t>( indent.size() ) );
+ iterator itEnd = it+width;
+ iterator itNext = _str.end();
+
+ iterator itNewLine = std::find( it, itEnd, '\n' );
+ if( itNewLine != itEnd )
+ itEnd = itNewLine;
+
+ if( itEnd != strEnd ) {
+ bool foundWrapPoint = false;
+ iterator findIt = itEnd;
+ do {
+ if( wrappableAfterChars.find( *findIt ) != std::string::npos && findIt != itEnd ) {
+ itEnd = findIt+1;
+ itNext = findIt+1;
+ foundWrapPoint = true;
+ }
+ else if( findIt > it && wrappableBeforeChars.find( *findIt ) != std::string::npos ) {
+ itEnd = findIt;
+ itNext = findIt;
+ foundWrapPoint = true;
+ }
+ else if( wrappableInsteadOfChars.find( *findIt ) != std::string::npos ) {
+ itNext = findIt+1;
+ itEnd = findIt;
+ foundWrapPoint = true;
+ }
+ if( findIt == it )
+ break;
+ else
+ --findIt;
+ }
+ while( !foundWrapPoint );
+
+ if( !foundWrapPoint ) {
+ // No good wrap char, so we'll break mid word and add a hyphen
+ --itEnd;
+ itNext = itEnd;
+ suffix = "-";
+ }
+ else {
+ while( itEnd > it && wrappableInsteadOfChars.find( *(itEnd-1) ) != std::string::npos )
+ --itEnd;
+ }
+ }
+ lines.push_back( indent + std::string( it, itEnd ) + suffix );
+
+ if( indent.size() != _attr.indent )
+ indent = std::string( _attr.indent, ' ' );
+ it = itNext;
+ }
+ }
+
+ typedef std::vector<std::string>::const_iterator const_iterator;
+
+ const_iterator begin() const { return lines.begin(); }
+ const_iterator end() const { return lines.end(); }
+ std::string const& last() const { return lines.back(); }
+ std::size_t size() const { return lines.size(); }
+ std::string const& operator[]( std::size_t _index ) const { return lines[_index]; }
+ std::string toString() const {
+ std::ostringstream oss;
+ oss << *this;
+ return oss.str();
+ }
+
+ inline friend std::ostream& operator << ( std::ostream& _stream, Text const& _text ) {
+ for( Text::const_iterator it = _text.begin(), itEnd = _text.end();
+ it != itEnd; ++it ) {
+ if( it != _text.begin() )
+ _stream << "\n";
+ _stream << *it;
+ }
+ return _stream;
+ }
+
+ private:
+ std::string str;
+ TextAttributes attr;
+ std::vector<std::string> lines;
+ };
+
+} // end namespace Tbc
+
+#ifdef CLICHE_TBC_TEXT_FORMAT_OUTER_NAMESPACE
+} // end outer namespace
+#endif
+
+#endif // TWOBLUECUBES_TEXT_FORMAT_H_ALREADY_INCLUDED
+#undef CLICHE_TBC_TEXT_FORMAT_OUTER_NAMESPACE
+
+namespace Catch {
+ using Tbc::Text;
+ using Tbc::TextAttributes;
+}
+
+// #included from: catch_console_colour.hpp
+#define TWOBLUECUBES_CATCH_CONSOLE_COLOUR_HPP_INCLUDED
+
+namespace Catch {
+
+ struct Colour {
+ enum Code {
+ None = 0,
+
+ White,
+ Red,
+ Green,
+ Blue,
+ Cyan,
+ Yellow,
+ Grey,
+
+ Bright = 0x10,
+
+ BrightRed = Bright | Red,
+ BrightGreen = Bright | Green,
+ LightGrey = Bright | Grey,
+ BrightWhite = Bright | White,
+
+ // By intention
+ FileName = LightGrey,
+ Warning = Yellow,
+ ResultError = BrightRed,
+ ResultSuccess = BrightGreen,
+ ResultExpectedFailure = Warning,
+
+ Error = BrightRed,
+ Success = Green,
+
+ OriginalExpression = Cyan,
+ ReconstructedExpression = Yellow,
+
+ SecondaryText = LightGrey,
+ Headers = White
+ };
+
+ // Use constructed object for RAII guard
+ Colour( Code _colourCode );
+ Colour( Colour const& other );
+ ~Colour();
+
+ // Use static method for one-shot changes
+ static void use( Code _colourCode );
+
+ private:
+ bool m_moved;
+ };
+
+ inline std::ostream& operator << ( std::ostream& os, Colour const& ) { return os; }
+
+} // end namespace Catch
+
+// #included from: catch_interfaces_reporter.h
+#define TWOBLUECUBES_CATCH_INTERFACES_REPORTER_H_INCLUDED
+
+#include <string>
+#include <ostream>
+#include <map>
+
+namespace Catch
+{
+ struct ReporterConfig {
+ explicit ReporterConfig( Ptr<IConfig const> const& _fullConfig )
+ : m_stream( &_fullConfig->stream() ), m_fullConfig( _fullConfig ) {}
+
+ ReporterConfig( Ptr<IConfig const> const& _fullConfig, std::ostream& _stream )
+ : m_stream( &_stream ), m_fullConfig( _fullConfig ) {}
+
+ std::ostream& stream() const { return *m_stream; }
+ Ptr<IConfig const> fullConfig() const { return m_fullConfig; }
+
+ private:
+ std::ostream* m_stream;
+ Ptr<IConfig const> m_fullConfig;
+ };
+
+ struct ReporterPreferences {
+ ReporterPreferences()
+ : shouldRedirectStdOut( false )
+ {}
+
+ bool shouldRedirectStdOut;
+ };
+
+ template<typename T>
+ struct LazyStat : Option<T> {
+ LazyStat() : used( false ) {}
+ LazyStat& operator=( T const& _value ) {
+ Option<T>::operator=( _value );
+ used = false;
+ return *this;
+ }
+ void reset() {
+ Option<T>::reset();
+ used = false;
+ }
+ bool used;
+ };
+
+ struct TestRunInfo {
+ TestRunInfo( std::string const& _name ) : name( _name ) {}
+ std::string name;
+ };
+ struct GroupInfo {
+ GroupInfo( std::string const& _name,
+ std::size_t _groupIndex,
+ std::size_t _groupsCount )
+ : name( _name ),
+ groupIndex( _groupIndex ),
+ groupsCounts( _groupsCount )
+ {}
+
+ std::string name;
+ std::size_t groupIndex;
+ std::size_t groupsCounts;
+ };
+
+ struct AssertionStats {
+ AssertionStats( AssertionResult const& _assertionResult,
+ std::vector<MessageInfo> const& _infoMessages,
+ Totals const& _totals )
+ : assertionResult( _assertionResult ),
+ infoMessages( _infoMessages ),
+ totals( _totals )
+ {
+ if( assertionResult.hasMessage() ) {
+ // Copy message into messages list.
+ // !TBD This should have been done earlier, somewhere
+ MessageBuilder builder( assertionResult.getTestMacroName(), assertionResult.getSourceInfo(), assertionResult.getResultType() );
+ builder << assertionResult.getMessage();
+ builder.m_info.message = builder.m_stream.str();
+
+ infoMessages.push_back( builder.m_info );
+ }
+ }
+ virtual ~AssertionStats();
+
+# ifdef CATCH_CONFIG_CPP11_GENERATED_METHODS
+ AssertionStats( AssertionStats const& ) = default;
+ AssertionStats( AssertionStats && ) = default;
+ AssertionStats& operator = ( AssertionStats const& ) = default;
+ AssertionStats& operator = ( AssertionStats && ) = default;
+# endif
+
+ AssertionResult assertionResult;
+ std::vector<MessageInfo> infoMessages;
+ Totals totals;
+ };
+
+ struct SectionStats {
+ SectionStats( SectionInfo const& _sectionInfo,
+ Counts const& _assertions,
+ double _durationInSeconds,
+ bool _missingAssertions )
+ : sectionInfo( _sectionInfo ),
+ assertions( _assertions ),
+ durationInSeconds( _durationInSeconds ),
+ missingAssertions( _missingAssertions )
+ {}
+ virtual ~SectionStats();
+# ifdef CATCH_CONFIG_CPP11_GENERATED_METHODS
+ SectionStats( SectionStats const& ) = default;
+ SectionStats( SectionStats && ) = default;
+ SectionStats& operator = ( SectionStats const& ) = default;
+ SectionStats& operator = ( SectionStats && ) = default;
+# endif
+
+ SectionInfo sectionInfo;
+ Counts assertions;
+ double durationInSeconds;
+ bool missingAssertions;
+ };
+
+ struct TestCaseStats {
+ TestCaseStats( TestCaseInfo const& _testInfo,
+ Totals const& _totals,
+ std::string const& _stdOut,
+ std::string const& _stdErr,
+ bool _aborting )
+ : testInfo( _testInfo ),
+ totals( _totals ),
+ stdOut( _stdOut ),
+ stdErr( _stdErr ),
+ aborting( _aborting )
+ {}
+ virtual ~TestCaseStats();
+
+# ifdef CATCH_CONFIG_CPP11_GENERATED_METHODS
+ TestCaseStats( TestCaseStats const& ) = default;
+ TestCaseStats( TestCaseStats && ) = default;
+ TestCaseStats& operator = ( TestCaseStats const& ) = default;
+ TestCaseStats& operator = ( TestCaseStats && ) = default;
+# endif
+
+ TestCaseInfo testInfo;
+ Totals totals;
+ std::string stdOut;
+ std::string stdErr;
+ bool aborting;
+ };
+
+ struct TestGroupStats {
+ TestGroupStats( GroupInfo const& _groupInfo,
+ Totals const& _totals,
+ bool _aborting )
+ : groupInfo( _groupInfo ),
+ totals( _totals ),
+ aborting( _aborting )
+ {}
+ TestGroupStats( GroupInfo const& _groupInfo )
+ : groupInfo( _groupInfo ),
+ aborting( false )
+ {}
+ virtual ~TestGroupStats();
+
+# ifdef CATCH_CONFIG_CPP11_GENERATED_METHODS
+ TestGroupStats( TestGroupStats const& ) = default;
+ TestGroupStats( TestGroupStats && ) = default;
+ TestGroupStats& operator = ( TestGroupStats const& ) = default;
+ TestGroupStats& operator = ( TestGroupStats && ) = default;
+# endif
+
+ GroupInfo groupInfo;
+ Totals totals;
+ bool aborting;
+ };
+
+ struct TestRunStats {
+ TestRunStats( TestRunInfo const& _runInfo,
+ Totals const& _totals,
+ bool _aborting )
+ : runInfo( _runInfo ),
+ totals( _totals ),
+ aborting( _aborting )
+ {}
+ virtual ~TestRunStats();
+
+# ifndef CATCH_CONFIG_CPP11_GENERATED_METHODS
+ TestRunStats( TestRunStats const& _other )
+ : runInfo( _other.runInfo ),
+ totals( _other.totals ),
+ aborting( _other.aborting )
+ {}
+# else
+ TestRunStats( TestRunStats const& ) = default;
+ TestRunStats( TestRunStats && ) = default;
+ TestRunStats& operator = ( TestRunStats const& ) = default;
+ TestRunStats& operator = ( TestRunStats && ) = default;
+# endif
+
+ TestRunInfo runInfo;
+ Totals totals;
+ bool aborting;
+ };
+
+ class MultipleReporters;
+
+ struct IStreamingReporter : IShared {
+ virtual ~IStreamingReporter();
+
+ // Implementing class must also provide the following static method:
+ // static std::string getDescription();
+
+ virtual ReporterPreferences getPreferences() const = 0;
+
+ virtual void noMatchingTestCases( std::string const& spec ) = 0;
+
+ virtual void testRunStarting( TestRunInfo const& testRunInfo ) = 0;
+ virtual void testGroupStarting( GroupInfo const& groupInfo ) = 0;
+
+ virtual void testCaseStarting( TestCaseInfo const& testInfo ) = 0;
+ virtual void sectionStarting( SectionInfo const& sectionInfo ) = 0;
+
+ virtual void assertionStarting( AssertionInfo const& assertionInfo ) = 0;
+
+ // The return value indicates if the messages buffer should be cleared:
+ virtual bool assertionEnded( AssertionStats const& assertionStats ) = 0;
+
+ virtual void sectionEnded( SectionStats const& sectionStats ) = 0;
+ virtual void testCaseEnded( TestCaseStats const& testCaseStats ) = 0;
+ virtual void testGroupEnded( TestGroupStats const& testGroupStats ) = 0;
+ virtual void testRunEnded( TestRunStats const& testRunStats ) = 0;
+
+ virtual void skipTest( TestCaseInfo const& testInfo ) = 0;
+
+ virtual MultipleReporters* tryAsMulti() { return CATCH_NULL; }
+ };
+
+ struct IReporterFactory : IShared {
+ virtual ~IReporterFactory();
+ virtual IStreamingReporter* create( ReporterConfig const& config ) const = 0;
+ virtual std::string getDescription() const = 0;
+ };
+
+ struct IReporterRegistry {
+ typedef std::map<std::string, Ptr<IReporterFactory> > FactoryMap;
+ typedef std::vector<Ptr<IReporterFactory> > Listeners;
+
+ virtual ~IReporterRegistry();
+ virtual IStreamingReporter* create( std::string const& name, Ptr<IConfig const> const& config ) const = 0;
+ virtual FactoryMap const& getFactories() const = 0;
+ virtual Listeners const& getListeners() const = 0;
+ };
+
+ Ptr<IStreamingReporter> addReporter( Ptr<IStreamingReporter> const& existingReporter, Ptr<IStreamingReporter> const& additionalReporter );
+
+}
+
+#include <limits>
+#include <algorithm>
+
+namespace Catch {
+
+ inline std::size_t listTests( Config const& config ) {
+
+ TestSpec testSpec = config.testSpec();
+ if( config.testSpec().hasFilters() )
+ Catch::cout() << "Matching test cases:\n";
+ else {
+ Catch::cout() << "All available test cases:\n";
+ testSpec = TestSpecParser( ITagAliasRegistry::get() ).parse( "*" ).testSpec();
+ }
+
+ std::size_t matchedTests = 0;
+ TextAttributes nameAttr, tagsAttr;
+ nameAttr.setInitialIndent( 2 ).setIndent( 4 );
+ tagsAttr.setIndent( 6 );
+
+ std::vector<TestCase> matchedTestCases = filterTests( getAllTestCasesSorted( config ), testSpec, config );
+ for( std::vector<TestCase>::const_iterator it = matchedTestCases.begin(), itEnd = matchedTestCases.end();
+ it != itEnd;
+ ++it ) {
+ matchedTests++;
+ TestCaseInfo const& testCaseInfo = it->getTestCaseInfo();
+ Colour::Code colour = testCaseInfo.isHidden()
+ ? Colour::SecondaryText
+ : Colour::None;
+ Colour colourGuard( colour );
+
+ Catch::cout() << Text( testCaseInfo.name, nameAttr ) << std::endl;
+ if( !testCaseInfo.tags.empty() )
+ Catch::cout() << Text( testCaseInfo.tagsAsString, tagsAttr ) << std::endl;
+ }
+
+ if( !config.testSpec().hasFilters() )
+ Catch::cout() << pluralise( matchedTests, "test case" ) << '\n' << std::endl;
+ else
+ Catch::cout() << pluralise( matchedTests, "matching test case" ) << '\n' << std::endl;
+ return matchedTests;
+ }
+
+ inline std::size_t listTestsNamesOnly( Config const& config ) {
+ TestSpec testSpec = config.testSpec();
+ if( !config.testSpec().hasFilters() )
+ testSpec = TestSpecParser( ITagAliasRegistry::get() ).parse( "*" ).testSpec();
+ std::size_t matchedTests = 0;
+ std::vector<TestCase> matchedTestCases = filterTests( getAllTestCasesSorted( config ), testSpec, config );
+ for( std::vector<TestCase>::const_iterator it = matchedTestCases.begin(), itEnd = matchedTestCases.end();
+ it != itEnd;
+ ++it ) {
+ matchedTests++;
+ TestCaseInfo const& testCaseInfo = it->getTestCaseInfo();
+ if( startsWith( testCaseInfo.name, '#' ) )
+ Catch::cout() << '"' << testCaseInfo.name << '"' << std::endl;
+ else
+ Catch::cout() << testCaseInfo.name << std::endl;
+ }
+ return matchedTests;
+ }
+
+ struct TagInfo {
+ TagInfo() : count ( 0 ) {}
+ void add( std::string const& spelling ) {
+ ++count;
+ spellings.insert( spelling );
+ }
+ std::string all() const {
+ std::string out;
+ for( std::set<std::string>::const_iterator it = spellings.begin(), itEnd = spellings.end();
+ it != itEnd;
+ ++it )
+ out += "[" + *it + "]";
+ return out;
+ }
+ std::set<std::string> spellings;
+ std::size_t count;
+ };
+
+ inline std::size_t listTags( Config const& config ) {
+ TestSpec testSpec = config.testSpec();
+ if( config.testSpec().hasFilters() )
+ Catch::cout() << "Tags for matching test cases:\n";
+ else {
+ Catch::cout() << "All available tags:\n";
+ testSpec = TestSpecParser( ITagAliasRegistry::get() ).parse( "*" ).testSpec();
+ }
+
+ std::map<std::string, TagInfo> tagCounts;
+
+ std::vector<TestCase> matchedTestCases = filterTests( getAllTestCasesSorted( config ), testSpec, config );
+ for( std::vector<TestCase>::const_iterator it = matchedTestCases.begin(), itEnd = matchedTestCases.end();
+ it != itEnd;
+ ++it ) {
+ for( std::set<std::string>::const_iterator tagIt = it->getTestCaseInfo().tags.begin(),
+ tagItEnd = it->getTestCaseInfo().tags.end();
+ tagIt != tagItEnd;
+ ++tagIt ) {
+ std::string tagName = *tagIt;
+ std::string lcaseTagName = toLower( tagName );
+ std::map<std::string, TagInfo>::iterator countIt = tagCounts.find( lcaseTagName );
+ if( countIt == tagCounts.end() )
+ countIt = tagCounts.insert( std::make_pair( lcaseTagName, TagInfo() ) ).first;
+ countIt->second.add( tagName );
+ }
+ }
+
+ for( std::map<std::string, TagInfo>::const_iterator countIt = tagCounts.begin(),
+ countItEnd = tagCounts.end();
+ countIt != countItEnd;
+ ++countIt ) {
+ std::ostringstream oss;
+ oss << " " << std::setw(2) << countIt->second.count << " ";
+ Text wrapper( countIt->second.all(), TextAttributes()
+ .setInitialIndent( 0 )
+ .setIndent( oss.str().size() )
+ .setWidth( CATCH_CONFIG_CONSOLE_WIDTH-10 ) );
+ Catch::cout() << oss.str() << wrapper << '\n';
+ }
+ Catch::cout() << pluralise( tagCounts.size(), "tag" ) << '\n' << std::endl;
+ return tagCounts.size();
+ }
+
+ inline std::size_t listReporters( Config const& /*config*/ ) {
+ Catch::cout() << "Available reporters:\n";
+ IReporterRegistry::FactoryMap const& factories = getRegistryHub().getReporterRegistry().getFactories();
+ IReporterRegistry::FactoryMap::const_iterator itBegin = factories.begin(), itEnd = factories.end(), it;
+ std::size_t maxNameLen = 0;
+ for(it = itBegin; it != itEnd; ++it )
+ maxNameLen = (std::max)( maxNameLen, it->first.size() );
+
+ for(it = itBegin; it != itEnd; ++it ) {
+ Text wrapper( it->second->getDescription(), TextAttributes()
+ .setInitialIndent( 0 )
+ .setIndent( 7+maxNameLen )
+ .setWidth( CATCH_CONFIG_CONSOLE_WIDTH - maxNameLen-8 ) );
+ Catch::cout() << " "
+ << it->first
+ << ':'
+ << std::string( maxNameLen - it->first.size() + 2, ' ' )
+ << wrapper << '\n';
+ }
+ Catch::cout() << std::endl;
+ return factories.size();
+ }
+
+ inline Option<std::size_t> list( Config const& config ) {
+ Option<std::size_t> listedCount;
+ if( config.listTests() )
+ listedCount = listedCount.valueOr(0) + listTests( config );
+ if( config.listTestNamesOnly() )
+ listedCount = listedCount.valueOr(0) + listTestsNamesOnly( config );
+ if( config.listTags() )
+ listedCount = listedCount.valueOr(0) + listTags( config );
+ if( config.listReporters() )
+ listedCount = listedCount.valueOr(0) + listReporters( config );
+ return listedCount;
+ }
+
+} // end namespace Catch
+
+// #included from: internal/catch_run_context.hpp
+#define TWOBLUECUBES_CATCH_RUNNER_IMPL_HPP_INCLUDED
+
+// #included from: catch_test_case_tracker.hpp
+#define TWOBLUECUBES_CATCH_TEST_CASE_TRACKER_HPP_INCLUDED
+
+#include <map>
+#include <string>
+#include <assert.h>
+#include <vector>
+#include <iterator>
+#include <stdexcept>
+
+namespace Catch {
+namespace TestCaseTracking {
+
+ struct NameAndLocation {
+ std::string name;
+ SourceLineInfo location;
+
+ NameAndLocation( std::string const& _name, SourceLineInfo const& _location )
+ : name( _name ),
+ location( _location )
+ {}
+ };
+
+ struct ITracker : SharedImpl<> {
+ virtual ~ITracker();
+
+ // static queries
+ virtual NameAndLocation const& nameAndLocation() const = 0;
+
+ // dynamic queries
+ virtual bool isComplete() const = 0; // Successfully completed or failed
+ virtual bool isSuccessfullyCompleted() const = 0;
+ virtual bool isOpen() const = 0; // Started but not complete
+ virtual bool hasChildren() const = 0;
+
+ virtual ITracker& parent() = 0;
+
+ // actions
+ virtual void close() = 0; // Successfully complete
+ virtual void fail() = 0;
+ virtual void markAsNeedingAnotherRun() = 0;
+
+ virtual void addChild( Ptr<ITracker> const& child ) = 0;
+ virtual ITracker* findChild( NameAndLocation const& nameAndLocation ) = 0;
+ virtual void openChild() = 0;
+
+ // Debug/ checking
+ virtual bool isSectionTracker() const = 0;
+ virtual bool isIndexTracker() const = 0;
+ };
+
+ class TrackerContext {
+
+ enum RunState {
+ NotStarted,
+ Executing,
+ CompletedCycle
+ };
+
+ Ptr<ITracker> m_rootTracker;
+ ITracker* m_currentTracker;
+ RunState m_runState;
+
+ public:
+
+ static TrackerContext& instance() {
+ static TrackerContext s_instance;
+ return s_instance;
+ }
+
+ TrackerContext()
+ : m_currentTracker( CATCH_NULL ),
+ m_runState( NotStarted )
+ {}
+
+ ITracker& startRun();
+
+ void endRun() {
+ m_rootTracker.reset();
+ m_currentTracker = CATCH_NULL;
+ m_runState = NotStarted;
+ }
+
+ void startCycle() {
+ m_currentTracker = m_rootTracker.get();
+ m_runState = Executing;
+ }
+ void completeCycle() {
+ m_runState = CompletedCycle;
+ }
+
+ bool completedCycle() const {
+ return m_runState == CompletedCycle;
+ }
+ ITracker& currentTracker() {
+ return *m_currentTracker;
+ }
+ void setCurrentTracker( ITracker* tracker ) {
+ m_currentTracker = tracker;
+ }
+ };
+
+ class TrackerBase : public ITracker {
+ protected:
+ enum CycleState {
+ NotStarted,
+ Executing,
+ ExecutingChildren,
+ NeedsAnotherRun,
+ CompletedSuccessfully,
+ Failed
+ };
+ class TrackerHasName {
+ NameAndLocation m_nameAndLocation;
+ public:
+ TrackerHasName( NameAndLocation const& nameAndLocation ) : m_nameAndLocation( nameAndLocation ) {}
+ bool operator ()( Ptr<ITracker> const& tracker ) {
+ return
+ tracker->nameAndLocation().name == m_nameAndLocation.name &&
+ tracker->nameAndLocation().location == m_nameAndLocation.location;
+ }
+ };
+ typedef std::vector<Ptr<ITracker> > Children;
+ NameAndLocation m_nameAndLocation;
+ TrackerContext& m_ctx;
+ ITracker* m_parent;
+ Children m_children;
+ CycleState m_runState;
+ public:
+ TrackerBase( NameAndLocation const& nameAndLocation, TrackerContext& ctx, ITracker* parent )
+ : m_nameAndLocation( nameAndLocation ),
+ m_ctx( ctx ),
+ m_parent( parent ),
+ m_runState( NotStarted )
+ {}
+ virtual ~TrackerBase();
+
+ virtual NameAndLocation const& nameAndLocation() const CATCH_OVERRIDE {
+ return m_nameAndLocation;
+ }
+ virtual bool isComplete() const CATCH_OVERRIDE {
+ return m_runState == CompletedSuccessfully || m_runState == Failed;
+ }
+ virtual bool isSuccessfullyCompleted() const CATCH_OVERRIDE {
+ return m_runState == CompletedSuccessfully;
+ }
+ virtual bool isOpen() const CATCH_OVERRIDE {
+ return m_runState != NotStarted && !isComplete();
+ }
+ virtual bool hasChildren() const CATCH_OVERRIDE {
+ return !m_children.empty();
+ }
+
+ virtual void addChild( Ptr<ITracker> const& child ) CATCH_OVERRIDE {
+ m_children.push_back( child );
+ }
+
+ virtual ITracker* findChild( NameAndLocation const& nameAndLocation ) CATCH_OVERRIDE {
+ Children::const_iterator it = std::find_if( m_children.begin(), m_children.end(), TrackerHasName( nameAndLocation ) );
+ return( it != m_children.end() )
+ ? it->get()
+ : CATCH_NULL;
+ }
+ virtual ITracker& parent() CATCH_OVERRIDE {
+ assert( m_parent ); // Should always be non-null except for root
+ return *m_parent;
+ }
+
+ virtual void openChild() CATCH_OVERRIDE {
+ if( m_runState != ExecutingChildren ) {
+ m_runState = ExecutingChildren;
+ if( m_parent )
+ m_parent->openChild();
+ }
+ }
+
+ virtual bool isSectionTracker() const CATCH_OVERRIDE { return false; }
+ virtual bool isIndexTracker() const CATCH_OVERRIDE { return false; }
+
+ void open() {
+ m_runState = Executing;
+ moveToThis();
+ if( m_parent )
+ m_parent->openChild();
+ }
+
+ virtual void close() CATCH_OVERRIDE {
+
+ // Close any still open children (e.g. generators)
+ while( &m_ctx.currentTracker() != this )
+ m_ctx.currentTracker().close();
+
+ switch( m_runState ) {
+ case NotStarted:
+ case CompletedSuccessfully:
+ case Failed:
+ throw std::logic_error( "Illogical state" );
+
+ case NeedsAnotherRun:
+ break;;
+
+ case Executing:
+ m_runState = CompletedSuccessfully;
+ break;
+ case ExecutingChildren:
+ if( m_children.empty() || m_children.back()->isComplete() )
+ m_runState = CompletedSuccessfully;
+ break;
+
+ default:
+ throw std::logic_error( "Unexpected state" );
+ }
+ moveToParent();
+ m_ctx.completeCycle();
+ }
+ virtual void fail() CATCH_OVERRIDE {
+ m_runState = Failed;
+ if( m_parent )
+ m_parent->markAsNeedingAnotherRun();
+ moveToParent();
+ m_ctx.completeCycle();
+ }
+ virtual void markAsNeedingAnotherRun() CATCH_OVERRIDE {
+ m_runState = NeedsAnotherRun;
+ }
+ private:
+ void moveToParent() {
+ assert( m_parent );
+ m_ctx.setCurrentTracker( m_parent );
+ }
+ void moveToThis() {
+ m_ctx.setCurrentTracker( this );
+ }
+ };
+
+ class SectionTracker : public TrackerBase {
+ std::vector<std::string> m_filters;
+ public:
+ SectionTracker( NameAndLocation const& nameAndLocation, TrackerContext& ctx, ITracker* parent )
+ : TrackerBase( nameAndLocation, ctx, parent )
+ {
+ if( parent ) {
+ while( !parent->isSectionTracker() )
+ parent = &parent->parent();
+
+ SectionTracker& parentSection = static_cast<SectionTracker&>( *parent );
+ addNextFilters( parentSection.m_filters );
+ }
+ }
+ virtual ~SectionTracker();
+
+ virtual bool isSectionTracker() const CATCH_OVERRIDE { return true; }
+
+ static SectionTracker& acquire( TrackerContext& ctx, NameAndLocation const& nameAndLocation ) {
+ SectionTracker* section = CATCH_NULL;
+
+ ITracker& currentTracker = ctx.currentTracker();
+ if( ITracker* childTracker = currentTracker.findChild( nameAndLocation ) ) {
+ assert( childTracker );
+ assert( childTracker->isSectionTracker() );
+ section = static_cast<SectionTracker*>( childTracker );
+ }
+ else {
+ section = new SectionTracker( nameAndLocation, ctx, &currentTracker );
+ currentTracker.addChild( section );
+ }
+ if( !ctx.completedCycle() )
+ section->tryOpen();
+ return *section;
+ }
+
+ void tryOpen() {
+ if( !isComplete() && (m_filters.empty() || m_filters[0].empty() || m_filters[0] == m_nameAndLocation.name ) )
+ open();
+ }
+
+ void addInitialFilters( std::vector<std::string> const& filters ) {
+ if( !filters.empty() ) {
+ m_filters.push_back(""); // Root - should never be consulted
+ m_filters.push_back(""); // Test Case - not a section filter
+ std::copy( filters.begin(), filters.end(), std::back_inserter( m_filters ) );
+ }
+ }
+ void addNextFilters( std::vector<std::string> const& filters ) {
+ if( filters.size() > 1 )
+ std::copy( filters.begin()+1, filters.end(), std::back_inserter( m_filters ) );
+ }
+ };
+
+ class IndexTracker : public TrackerBase {
+ int m_size;
+ int m_index;
+ public:
+ IndexTracker( NameAndLocation const& nameAndLocation, TrackerContext& ctx, ITracker* parent, int size )
+ : TrackerBase( nameAndLocation, ctx, parent ),
+ m_size( size ),
+ m_index( -1 )
+ {}
+ virtual ~IndexTracker();
+
+ virtual bool isIndexTracker() const CATCH_OVERRIDE { return true; }
+
+ static IndexTracker& acquire( TrackerContext& ctx, NameAndLocation const& nameAndLocation, int size ) {
+ IndexTracker* tracker = CATCH_NULL;
+
+ ITracker& currentTracker = ctx.currentTracker();
+ if( ITracker* childTracker = currentTracker.findChild( nameAndLocation ) ) {
+ assert( childTracker );
+ assert( childTracker->isIndexTracker() );
+ tracker = static_cast<IndexTracker*>( childTracker );
+ }
+ else {
+ tracker = new IndexTracker( nameAndLocation, ctx, &currentTracker, size );
+ currentTracker.addChild( tracker );
+ }
+
+ if( !ctx.completedCycle() && !tracker->isComplete() ) {
+ if( tracker->m_runState != ExecutingChildren && tracker->m_runState != NeedsAnotherRun )
+ tracker->moveNext();
+ tracker->open();
+ }
+
+ return *tracker;
+ }
+
+ int index() const { return m_index; }
+
+ void moveNext() {
+ m_index++;
+ m_children.clear();
+ }
+
+ virtual void close() CATCH_OVERRIDE {
+ TrackerBase::close();
+ if( m_runState == CompletedSuccessfully && m_index < m_size-1 )
+ m_runState = Executing;
+ }
+ };
+
+ inline ITracker& TrackerContext::startRun() {
+ m_rootTracker = new SectionTracker( NameAndLocation( "{root}", CATCH_INTERNAL_LINEINFO ), *this, CATCH_NULL );
+ m_currentTracker = CATCH_NULL;
+ m_runState = Executing;
+ return *m_rootTracker;
+ }
+
+} // namespace TestCaseTracking
+
+using TestCaseTracking::ITracker;
+using TestCaseTracking::TrackerContext;
+using TestCaseTracking::SectionTracker;
+using TestCaseTracking::IndexTracker;
+
+} // namespace Catch
+
+// #included from: catch_fatal_condition.hpp
+#define TWOBLUECUBES_CATCH_FATAL_CONDITION_H_INCLUDED
+
+namespace Catch {
+
+ // Report the error condition
+ inline void reportFatal( std::string const& message ) {
+ IContext& context = Catch::getCurrentContext();
+ IResultCapture* resultCapture = context.getResultCapture();
+ resultCapture->handleFatalErrorCondition( message );
+ }
+
+} // namespace Catch
+
+#if defined ( CATCH_PLATFORM_WINDOWS ) /////////////////////////////////////////
+// #included from: catch_windows_h_proxy.h
+
+#define TWOBLUECUBES_CATCH_WINDOWS_H_PROXY_H_INCLUDED
+
+#ifdef CATCH_DEFINES_NOMINMAX
+# define NOMINMAX
+#endif
+#ifdef CATCH_DEFINES_WIN32_LEAN_AND_MEAN
+# define WIN32_LEAN_AND_MEAN
+#endif
+
+#ifdef __AFXDLL
+#include <AfxWin.h>
+#else
+#include <windows.h>
+#endif
+
+#ifdef CATCH_DEFINES_NOMINMAX
+# undef NOMINMAX
+#endif
+#ifdef CATCH_DEFINES_WIN32_LEAN_AND_MEAN
+# undef WIN32_LEAN_AND_MEAN
+#endif
+
+
+# if !defined ( CATCH_CONFIG_WINDOWS_SEH )
+
+namespace Catch {
+ struct FatalConditionHandler {
+ void reset() {}
+ };
+}
+
+# else // CATCH_CONFIG_WINDOWS_SEH is defined
+
+namespace Catch {
+
+ struct SignalDefs { DWORD id; const char* name; };
+ extern SignalDefs signalDefs[];
+ // There is no 1-1 mapping between signals and windows exceptions.
+ // Windows can easily distinguish between SO and SigSegV,
+ // but SigInt, SigTerm, etc are handled differently.
+ SignalDefs signalDefs[] = {
+ { EXCEPTION_ILLEGAL_INSTRUCTION, "SIGILL - Illegal instruction signal" },
+ { EXCEPTION_STACK_OVERFLOW, "SIGSEGV - Stack overflow" },
+ { EXCEPTION_ACCESS_VIOLATION, "SIGSEGV - Segmentation violation signal" },
+ { EXCEPTION_INT_DIVIDE_BY_ZERO, "Divide by zero error" },
+ };
+
+ struct FatalConditionHandler {
+
+ static LONG CALLBACK handleVectoredException(PEXCEPTION_POINTERS ExceptionInfo) {
+ for (int i = 0; i < sizeof(signalDefs) / sizeof(SignalDefs); ++i) {
+ if (ExceptionInfo->ExceptionRecord->ExceptionCode == signalDefs[i].id) {
+ reset();
+ reportFatal(signalDefs[i].name);
+ }
+ }
+ // If its not an exception we care about, pass it along.
+ // This stops us from eating debugger breaks etc.
+ return EXCEPTION_CONTINUE_SEARCH;
+ }
+
+ FatalConditionHandler() {
+ isSet = true;
+ // 32k seems enough for Catch to handle stack overflow,
+ // but the value was found experimentally, so there is no strong guarantee
+ guaranteeSize = 32 * 1024;
+ exceptionHandlerHandle = CATCH_NULL;
+ // Register as first handler in current chain
+ exceptionHandlerHandle = AddVectoredExceptionHandler(1, handleVectoredException);
+ // Pass in guarantee size to be filled
+ SetThreadStackGuarantee(&guaranteeSize);
+ }
+
+ static void reset() {
+ if (isSet) {
+ // Unregister handler and restore the old guarantee
+ RemoveVectoredExceptionHandler(exceptionHandlerHandle);
+ SetThreadStackGuarantee(&guaranteeSize);
+ exceptionHandlerHandle = CATCH_NULL;
+ isSet = false;
+ }
+ }
+
+ ~FatalConditionHandler() {
+ reset();
+ }
+ private:
+ static bool isSet;
+ static ULONG guaranteeSize;
+ static PVOID exceptionHandlerHandle;
+ };
+
+ bool FatalConditionHandler::isSet = false;
+ ULONG FatalConditionHandler::guaranteeSize = 0;
+ PVOID FatalConditionHandler::exceptionHandlerHandle = CATCH_NULL;
+
+} // namespace Catch
+
+# endif // CATCH_CONFIG_WINDOWS_SEH
+
+#else // Not Windows - assumed to be POSIX compatible //////////////////////////
+
+# if !defined(CATCH_CONFIG_POSIX_SIGNALS)
+
+namespace Catch {
+ struct FatalConditionHandler {
+ void reset() {}
+ };
+}
+
+# else // CATCH_CONFIG_POSIX_SIGNALS is defined
+
+#include <signal.h>
+
+namespace Catch {
+
+ struct SignalDefs {
+ int id;
+ const char* name;
+ };
+ extern SignalDefs signalDefs[];
+ SignalDefs signalDefs[] = {
+ { SIGINT, "SIGINT - Terminal interrupt signal" },
+ { SIGILL, "SIGILL - Illegal instruction signal" },
+ { SIGFPE, "SIGFPE - Floating point error signal" },
+ { SIGSEGV, "SIGSEGV - Segmentation violation signal" },
+ { SIGTERM, "SIGTERM - Termination request signal" },
+ { SIGABRT, "SIGABRT - Abort (abnormal termination) signal" }
+ };
+
+ struct FatalConditionHandler {
+
+ static bool isSet;
+ static struct sigaction oldSigActions [sizeof(signalDefs)/sizeof(SignalDefs)];
+ static stack_t oldSigStack;
+ static char altStackMem[SIGSTKSZ];
+
+ static void handleSignal( int sig ) {
+ std::string name = "<unknown signal>";
+ for (std::size_t i = 0; i < sizeof(signalDefs) / sizeof(SignalDefs); ++i) {
+ SignalDefs &def = signalDefs[i];
+ if (sig == def.id) {
+ name = def.name;
+ break;
+ }
+ }
+ reset();
+ reportFatal(name);
+ raise( sig );
+ }
+
+ FatalConditionHandler() {
+ isSet = true;
+ stack_t sigStack;
+ sigStack.ss_sp = altStackMem;
+ sigStack.ss_size = SIGSTKSZ;
+ sigStack.ss_flags = 0;
+ sigaltstack(&sigStack, &oldSigStack);
+ struct sigaction sa = { 0 };
+
+ sa.sa_handler = handleSignal;
+ sa.sa_flags = SA_ONSTACK;
+ for (std::size_t i = 0; i < sizeof(signalDefs)/sizeof(SignalDefs); ++i) {
+ sigaction(signalDefs[i].id, &sa, &oldSigActions[i]);
+ }
+ }
+
+ ~FatalConditionHandler() {
+ reset();
+ }
+ static void reset() {
+ if( isSet ) {
+ // Set signals back to previous values -- hopefully nobody overwrote them in the meantime
+ for( std::size_t i = 0; i < sizeof(signalDefs)/sizeof(SignalDefs); ++i ) {
+ sigaction(signalDefs[i].id, &oldSigActions[i], CATCH_NULL);
+ }
+ // Return the old stack
+ sigaltstack(&oldSigStack, CATCH_NULL);
+ isSet = false;
+ }
+ }
+ };
+
+ bool FatalConditionHandler::isSet = false;
+ struct sigaction FatalConditionHandler::oldSigActions[sizeof(signalDefs)/sizeof(SignalDefs)] = {};
+ stack_t FatalConditionHandler::oldSigStack = {};
+ char FatalConditionHandler::altStackMem[SIGSTKSZ] = {};
+
+} // namespace Catch
+
+# endif // CATCH_CONFIG_POSIX_SIGNALS
+
+#endif // not Windows
+
+#include <set>
+#include <string>
+
+namespace Catch {
+
+ class StreamRedirect {
+
+ public:
+ StreamRedirect( std::ostream& stream, std::string& targetString )
+ : m_stream( stream ),
+ m_prevBuf( stream.rdbuf() ),
+ m_targetString( targetString )
+ {
+ stream.rdbuf( m_oss.rdbuf() );
+ }
+
+ ~StreamRedirect() {
+ m_targetString += m_oss.str();
+ m_stream.rdbuf( m_prevBuf );
+ }
+
+ private:
+ std::ostream& m_stream;
+ std::streambuf* m_prevBuf;
+ std::ostringstream m_oss;
+ std::string& m_targetString;
+ };
+
+ ///////////////////////////////////////////////////////////////////////////
+
+ class RunContext : public IResultCapture, public IRunner {
+
+ RunContext( RunContext const& );
+ void operator =( RunContext const& );
+
+ public:
+
+ explicit RunContext( Ptr<IConfig const> const& _config, Ptr<IStreamingReporter> const& reporter )
+ : m_runInfo( _config->name() ),
+ m_context( getCurrentMutableContext() ),
+ m_activeTestCase( CATCH_NULL ),
+ m_config( _config ),
+ m_reporter( reporter )
+ {
+ m_context.setRunner( this );
+ m_context.setConfig( m_config );
+ m_context.setResultCapture( this );
+ m_reporter->testRunStarting( m_runInfo );
+ }
+
+ virtual ~RunContext() {
+ m_reporter->testRunEnded( TestRunStats( m_runInfo, m_totals, aborting() ) );
+ }
+
+ void testGroupStarting( std::string const& testSpec, std::size_t groupIndex, std::size_t groupsCount ) {
+ m_reporter->testGroupStarting( GroupInfo( testSpec, groupIndex, groupsCount ) );
+ }
+ void testGroupEnded( std::string const& testSpec, Totals const& totals, std::size_t groupIndex, std::size_t groupsCount ) {
+ m_reporter->testGroupEnded( TestGroupStats( GroupInfo( testSpec, groupIndex, groupsCount ), totals, aborting() ) );
+ }
+
+ Totals runTest( TestCase const& testCase ) {
+ Totals prevTotals = m_totals;
+
+ std::string redirectedCout;
+ std::string redirectedCerr;
+
+ TestCaseInfo testInfo = testCase.getTestCaseInfo();
+
+ m_reporter->testCaseStarting( testInfo );
+
+ m_activeTestCase = &testCase;
+
+ do {
+ ITracker& rootTracker = m_trackerContext.startRun();
+ assert( rootTracker.isSectionTracker() );
+ static_cast<SectionTracker&>( rootTracker ).addInitialFilters( m_config->getSectionsToRun() );
+ do {
+ m_trackerContext.startCycle();
+ m_testCaseTracker = &SectionTracker::acquire( m_trackerContext, TestCaseTracking::NameAndLocation( testInfo.name, testInfo.lineInfo ) );
+ runCurrentTest( redirectedCout, redirectedCerr );
+ }
+ while( !m_testCaseTracker->isSuccessfullyCompleted() && !aborting() );
+ }
+ // !TBD: deprecated - this will be replaced by indexed trackers
+ while( getCurrentContext().advanceGeneratorsForCurrentTest() && !aborting() );
+
+ Totals deltaTotals = m_totals.delta( prevTotals );
+ if( testInfo.expectedToFail() && deltaTotals.testCases.passed > 0 ) {
+ deltaTotals.assertions.failed++;
+ deltaTotals.testCases.passed--;
+ deltaTotals.testCases.failed++;
+ }
+ m_totals.testCases += deltaTotals.testCases;
+ m_reporter->testCaseEnded( TestCaseStats( testInfo,
+ deltaTotals,
+ redirectedCout,
+ redirectedCerr,
+ aborting() ) );
+
+ m_activeTestCase = CATCH_NULL;
+ m_testCaseTracker = CATCH_NULL;
+
+ return deltaTotals;
+ }
+
+ Ptr<IConfig const> config() const {
+ return m_config;
+ }
+
+ private: // IResultCapture
+
+ virtual void assertionEnded( AssertionResult const& result ) {
+ if( result.getResultType() == ResultWas::Ok ) {
+ m_totals.assertions.passed++;
+ }
+ else if( !result.isOk() ) {
+ m_totals.assertions.failed++;
+ }
+
+ if( m_reporter->assertionEnded( AssertionStats( result, m_messages, m_totals ) ) )
+ m_messages.clear();
+
+ // Reset working state
+ m_lastAssertionInfo = AssertionInfo( std::string(), m_lastAssertionInfo.lineInfo, "{Unknown expression after the reported line}" , m_lastAssertionInfo.resultDisposition );
+ m_lastResult = result;
+ }
+
+ virtual bool sectionStarted (
+ SectionInfo const& sectionInfo,
+ Counts& assertions
+ )
+ {
+ ITracker& sectionTracker = SectionTracker::acquire( m_trackerContext, TestCaseTracking::NameAndLocation( sectionInfo.name, sectionInfo.lineInfo ) );
+ if( !sectionTracker.isOpen() )
+ return false;
+ m_activeSections.push_back( &sectionTracker );
+
+ m_lastAssertionInfo.lineInfo = sectionInfo.lineInfo;
+
+ m_reporter->sectionStarting( sectionInfo );
+
+ assertions = m_totals.assertions;
+
+ return true;
+ }
+ bool testForMissingAssertions( Counts& assertions ) {
+ if( assertions.total() != 0 )
+ return false;
+ if( !m_config->warnAboutMissingAssertions() )
+ return false;
+ if( m_trackerContext.currentTracker().hasChildren() )
+ return false;
+ m_totals.assertions.failed++;
+ assertions.failed++;
+ return true;
+ }
+
+ virtual void sectionEnded( SectionEndInfo const& endInfo ) {
+ Counts assertions = m_totals.assertions - endInfo.prevAssertions;
+ bool missingAssertions = testForMissingAssertions( assertions );
+
+ if( !m_activeSections.empty() ) {
+ m_activeSections.back()->close();
+ m_activeSections.pop_back();
+ }
+
+ m_reporter->sectionEnded( SectionStats( endInfo.sectionInfo, assertions, endInfo.durationInSeconds, missingAssertions ) );
+ m_messages.clear();
+ }
+
+ virtual void sectionEndedEarly( SectionEndInfo const& endInfo ) {
+ if( m_unfinishedSections.empty() )
+ m_activeSections.back()->fail();
+ else
+ m_activeSections.back()->close();
+ m_activeSections.pop_back();
+
+ m_unfinishedSections.push_back( endInfo );
+ }
+
+ virtual void pushScopedMessage( MessageInfo const& message ) {
+ m_messages.push_back( message );
+ }
+
+ virtual void popScopedMessage( MessageInfo const& message ) {
+ m_messages.erase( std::remove( m_messages.begin(), m_messages.end(), message ), m_messages.end() );
+ }
+
+ virtual std::string getCurrentTestName() const {
+ return m_activeTestCase
+ ? m_activeTestCase->getTestCaseInfo().name
+ : std::string();
+ }
+
+ virtual const AssertionResult* getLastResult() const {
+ return &m_lastResult;
+ }
+
+ virtual void handleFatalErrorCondition( std::string const& message ) {
+ ResultBuilder resultBuilder = makeUnexpectedResultBuilder();
+ resultBuilder.setResultType( ResultWas::FatalErrorCondition );
+ resultBuilder << message;
+ resultBuilder.captureExpression();
+
+ handleUnfinishedSections();
+
+ // Recreate section for test case (as we will lose the one that was in scope)
+ TestCaseInfo const& testCaseInfo = m_activeTestCase->getTestCaseInfo();
+ SectionInfo testCaseSection( testCaseInfo.lineInfo, testCaseInfo.name, testCaseInfo.description );
+
+ Counts assertions;
+ assertions.failed = 1;
+ SectionStats testCaseSectionStats( testCaseSection, assertions, 0, false );
+ m_reporter->sectionEnded( testCaseSectionStats );
+
+ TestCaseInfo testInfo = m_activeTestCase->getTestCaseInfo();
+
+ Totals deltaTotals;
+ deltaTotals.testCases.failed = 1;
+ m_reporter->testCaseEnded( TestCaseStats( testInfo,
+ deltaTotals,
+ std::string(),
+ std::string(),
+ false ) );
+ m_totals.testCases.failed++;
+ testGroupEnded( std::string(), m_totals, 1, 1 );
+ m_reporter->testRunEnded( TestRunStats( m_runInfo, m_totals, false ) );
+ }
+
+ public:
+ // !TBD We need to do this another way!
+ bool aborting() const {
+ return m_totals.assertions.failed == static_cast<std::size_t>( m_config->abortAfter() );
+ }
+
+ private:
+
+ void runCurrentTest( std::string& redirectedCout, std::string& redirectedCerr ) {
+ TestCaseInfo const& testCaseInfo = m_activeTestCase->getTestCaseInfo();
+ SectionInfo testCaseSection( testCaseInfo.lineInfo, testCaseInfo.name, testCaseInfo.description );
+ m_reporter->sectionStarting( testCaseSection );
+ Counts prevAssertions = m_totals.assertions;
+ double duration = 0;
+ try {
+ m_lastAssertionInfo = AssertionInfo( "TEST_CASE", testCaseInfo.lineInfo, std::string(), ResultDisposition::Normal );
+
+ seedRng( *m_config );
+
+ Timer timer;
+ timer.start();
+ if( m_reporter->getPreferences().shouldRedirectStdOut ) {
+ StreamRedirect coutRedir( Catch::cout(), redirectedCout );
+ StreamRedirect cerrRedir( Catch::cerr(), redirectedCerr );
+ invokeActiveTestCase();
+ }
+ else {
+ invokeActiveTestCase();
+ }
+ duration = timer.getElapsedSeconds();
+ }
+ catch( TestFailureException& ) {
+ // This just means the test was aborted due to failure
+ }
+ catch(...) {
+ makeUnexpectedResultBuilder().useActiveException();
+ }
+ m_testCaseTracker->close();
+ handleUnfinishedSections();
+ m_messages.clear();
+
+ Counts assertions = m_totals.assertions - prevAssertions;
+ bool missingAssertions = testForMissingAssertions( assertions );
+
+ if( testCaseInfo.okToFail() ) {
+ std::swap( assertions.failedButOk, assertions.failed );
+ m_totals.assertions.failed -= assertions.failedButOk;
+ m_totals.assertions.failedButOk += assertions.failedButOk;
+ }
+
+ SectionStats testCaseSectionStats( testCaseSection, assertions, duration, missingAssertions );
+ m_reporter->sectionEnded( testCaseSectionStats );
+ }
+
+ void invokeActiveTestCase() {
+ FatalConditionHandler fatalConditionHandler; // Handle signals
+ m_activeTestCase->invoke();
+ fatalConditionHandler.reset();
+ }
+
+ private:
+
+ ResultBuilder makeUnexpectedResultBuilder() const {
+ return ResultBuilder( m_lastAssertionInfo.macroName.c_str(),
+ m_lastAssertionInfo.lineInfo,
+ m_lastAssertionInfo.capturedExpression.c_str(),
+ m_lastAssertionInfo.resultDisposition );
+ }
+
+ void handleUnfinishedSections() {
+ // If sections ended prematurely due to an exception we stored their
+ // infos here so we can tear them down outside the unwind process.
+ for( std::vector<SectionEndInfo>::const_reverse_iterator it = m_unfinishedSections.rbegin(),
+ itEnd = m_unfinishedSections.rend();
+ it != itEnd;
+ ++it )
+ sectionEnded( *it );
+ m_unfinishedSections.clear();
+ }
+
+ TestRunInfo m_runInfo;
+ IMutableContext& m_context;
+ TestCase const* m_activeTestCase;
+ ITracker* m_testCaseTracker;
+ ITracker* m_currentSectionTracker;
+ AssertionResult m_lastResult;
+
+ Ptr<IConfig const> m_config;
+ Totals m_totals;
+ Ptr<IStreamingReporter> m_reporter;
+ std::vector<MessageInfo> m_messages;
+ AssertionInfo m_lastAssertionInfo;
+ std::vector<SectionEndInfo> m_unfinishedSections;
+ std::vector<ITracker*> m_activeSections;
+ TrackerContext m_trackerContext;
+ };
+
+ IResultCapture& getResultCapture() {
+ if( IResultCapture* capture = getCurrentContext().getResultCapture() )
+ return *capture;
+ else
+ throw std::logic_error( "No result capture instance" );
+ }
+
+} // end namespace Catch
+
+// #included from: internal/catch_version.h
+#define TWOBLUECUBES_CATCH_VERSION_H_INCLUDED
+
+namespace Catch {
+
+ // Versioning information
+ struct Version {
+ Version( unsigned int _majorVersion,
+ unsigned int _minorVersion,
+ unsigned int _patchNumber,
+ std::string const& _branchName,
+ unsigned int _buildNumber );
+
+ unsigned int const majorVersion;
+ unsigned int const minorVersion;
+ unsigned int const patchNumber;
+
+ // buildNumber is only used if branchName is not null
+ std::string const branchName;
+ unsigned int const buildNumber;
+
+ friend std::ostream& operator << ( std::ostream& os, Version const& version );
+
+ private:
+ void operator=( Version const& );
+ };
+
+ extern Version libraryVersion;
+}
+
+#include <fstream>
+#include <stdlib.h>
+#include <limits>
+
+namespace Catch {
+
+ Ptr<IStreamingReporter> createReporter( std::string const& reporterName, Ptr<Config> const& config ) {
+ Ptr<IStreamingReporter> reporter = getRegistryHub().getReporterRegistry().create( reporterName, config.get() );
+ if( !reporter ) {
+ std::ostringstream oss;
+ oss << "No reporter registered with name: '" << reporterName << "'";
+ throw std::domain_error( oss.str() );
+ }
+ return reporter;
+ }
+
+ Ptr<IStreamingReporter> makeReporter( Ptr<Config> const& config ) {
+ std::vector<std::string> reporters = config->getReporterNames();
+ if( reporters.empty() )
+ reporters.push_back( "console" );
+
+ Ptr<IStreamingReporter> reporter;
+ for( std::vector<std::string>::const_iterator it = reporters.begin(), itEnd = reporters.end();
+ it != itEnd;
+ ++it )
+ reporter = addReporter( reporter, createReporter( *it, config ) );
+ return reporter;
+ }
+ Ptr<IStreamingReporter> addListeners( Ptr<IConfig const> const& config, Ptr<IStreamingReporter> reporters ) {
+ IReporterRegistry::Listeners listeners = getRegistryHub().getReporterRegistry().getListeners();
+ for( IReporterRegistry::Listeners::const_iterator it = listeners.begin(), itEnd = listeners.end();
+ it != itEnd;
+ ++it )
+ reporters = addReporter(reporters, (*it)->create( ReporterConfig( config ) ) );
+ return reporters;
+ }
+
+ Totals runTests( Ptr<Config> const& config ) {
+
+ Ptr<IConfig const> iconfig = config.get();
+
+ Ptr<IStreamingReporter> reporter = makeReporter( config );
+ reporter = addListeners( iconfig, reporter );
+
+ RunContext context( iconfig, reporter );
+
+ Totals totals;
+
+ context.testGroupStarting( config->name(), 1, 1 );
+
+ TestSpec testSpec = config->testSpec();
+ if( !testSpec.hasFilters() )
+ testSpec = TestSpecParser( ITagAliasRegistry::get() ).parse( "~[.]" ).testSpec(); // All not hidden tests
+
+ std::vector<TestCase> const& allTestCases = getAllTestCasesSorted( *iconfig );
+ for( std::vector<TestCase>::const_iterator it = allTestCases.begin(), itEnd = allTestCases.end();
+ it != itEnd;
+ ++it ) {
+ if( !context.aborting() && matchTest( *it, testSpec, *iconfig ) )
+ totals += context.runTest( *it );
+ else
+ reporter->skipTest( *it );
+ }
+
+ context.testGroupEnded( iconfig->name(), totals, 1, 1 );
+ return totals;
+ }
+
+ void applyFilenamesAsTags( IConfig const& config ) {
+ std::vector<TestCase> const& tests = getAllTestCasesSorted( config );
+ for(std::size_t i = 0; i < tests.size(); ++i ) {
+ TestCase& test = const_cast<TestCase&>( tests[i] );
+ std::set<std::string> tags = test.tags;
+
+ std::string filename = test.lineInfo.file;
+ std::string::size_type lastSlash = filename.find_last_of( "\\/" );
+ if( lastSlash != std::string::npos )
+ filename = filename.substr( lastSlash+1 );
+
+ std::string::size_type lastDot = filename.find_last_of( "." );
+ if( lastDot != std::string::npos )
+ filename = filename.substr( 0, lastDot );
+
+ tags.insert( "#" + filename );
+ setTags( test, tags );
+ }
+ }
+
+ class Session : NonCopyable {
+ static bool alreadyInstantiated;
+
+ public:
+
+ struct OnUnusedOptions { enum DoWhat { Ignore, Fail }; };
+
+ Session()
+ : m_cli( makeCommandLineParser() ) {
+ if( alreadyInstantiated ) {
+ std::string msg = "Only one instance of Catch::Session can ever be used";
+ Catch::cerr() << msg << std::endl;
+ throw std::logic_error( msg );
+ }
+ alreadyInstantiated = true;
+ }
+ ~Session() {
+ Catch::cleanUp();
+ }
+
+ void showHelp( std::string const& processName ) {
+ Catch::cout() << "\nCatch v" << libraryVersion << "\n";
+
+ m_cli.usage( Catch::cout(), processName );
+ Catch::cout() << "For more detail usage please see the project docs\n" << std::endl;
+ }
+
+ int applyCommandLine( int argc, char const* const* const argv, OnUnusedOptions::DoWhat unusedOptionBehaviour = OnUnusedOptions::Fail ) {
+ try {
+ m_cli.setThrowOnUnrecognisedTokens( unusedOptionBehaviour == OnUnusedOptions::Fail );
+ m_unusedTokens = m_cli.parseInto( Clara::argsToVector( argc, argv ), m_configData );
+ if( m_configData.showHelp )
+ showHelp( m_configData.processName );
+ m_config.reset();
+ }
+ catch( std::exception& ex ) {
+ {
+ Colour colourGuard( Colour::Red );
+ Catch::cerr()
+ << "\nError(s) in input:\n"
+ << Text( ex.what(), TextAttributes().setIndent(2) )
+ << "\n\n";
+ }
+ m_cli.usage( Catch::cout(), m_configData.processName );
+ return (std::numeric_limits<int>::max)();
+ }
+ return 0;
+ }
+
+ void useConfigData( ConfigData const& _configData ) {
+ m_configData = _configData;
+ m_config.reset();
+ }
+
+ int run( int argc, char const* const* const argv ) {
+
+ int returnCode = applyCommandLine( argc, argv );
+ if( returnCode == 0 )
+ returnCode = run();
+ return returnCode;
+ }
+
+ int run() {
+ if( m_configData.showHelp )
+ return 0;
+
+ try
+ {
+ config(); // Force config to be constructed
+
+ seedRng( *m_config );
+
+ if( m_configData.filenamesAsTags )
+ applyFilenamesAsTags( *m_config );
+
+ // Handle list request
+ if( Option<std::size_t> listed = list( config() ) )
+ return static_cast<int>( *listed );
+
+ return static_cast<int>( runTests( m_config ).assertions.failed );
+ }
+ catch( std::exception& ex ) {
+ Catch::cerr() << ex.what() << std::endl;
+ return (std::numeric_limits<int>::max)();
+ }
+ }
+
+ Clara::CommandLine<ConfigData> const& cli() const {
+ return m_cli;
+ }
+ std::vector<Clara::Parser::Token> const& unusedTokens() const {
+ return m_unusedTokens;
+ }
+ ConfigData& configData() {
+ return m_configData;
+ }
+ Config& config() {
+ if( !m_config )
+ m_config = new Config( m_configData );
+ return *m_config;
+ }
+ private:
+ Clara::CommandLine<ConfigData> m_cli;
+ std::vector<Clara::Parser::Token> m_unusedTokens;
+ ConfigData m_configData;
+ Ptr<Config> m_config;
+ };
+
+ bool Session::alreadyInstantiated = false;
+
+} // end namespace Catch
+
+// #included from: catch_registry_hub.hpp
+#define TWOBLUECUBES_CATCH_REGISTRY_HUB_HPP_INCLUDED
+
+// #included from: catch_test_case_registry_impl.hpp
+#define TWOBLUECUBES_CATCH_TEST_CASE_REGISTRY_IMPL_HPP_INCLUDED
+
+#include <vector>
+#include <set>
+#include <sstream>
+#include <algorithm>
+
+namespace Catch {
+
+ struct RandomNumberGenerator {
+ typedef std::ptrdiff_t result_type;
+
+ result_type operator()( result_type n ) const { return std::rand() % n; }
+
+#ifdef CATCH_CONFIG_CPP11_SHUFFLE
+ static constexpr result_type min() { return 0; }
+ static constexpr result_type max() { return 1000000; }
+ result_type operator()() const { return std::rand() % max(); }
+#endif
+ template<typename V>
+ static void shuffle( V& vector ) {
+ RandomNumberGenerator rng;
+#ifdef CATCH_CONFIG_CPP11_SHUFFLE
+ std::shuffle( vector.begin(), vector.end(), rng );
+#else
+ std::random_shuffle( vector.begin(), vector.end(), rng );
+#endif
+ }
+ };
+
+ inline std::vector<TestCase> sortTests( IConfig const& config, std::vector<TestCase> const& unsortedTestCases ) {
+
+ std::vector<TestCase> sorted = unsortedTestCases;
+
+ switch( config.runOrder() ) {
+ case RunTests::InLexicographicalOrder:
+ std::sort( sorted.begin(), sorted.end() );
+ break;
+ case RunTests::InRandomOrder:
+ {
+ seedRng( config );
+ RandomNumberGenerator::shuffle( sorted );
+ }
+ break;
+ case RunTests::InDeclarationOrder:
+ // already in declaration order
+ break;
+ }
+ return sorted;
+ }
+ bool matchTest( TestCase const& testCase, TestSpec const& testSpec, IConfig const& config ) {
+ return testSpec.matches( testCase ) && ( config.allowThrows() || !testCase.throws() );
+ }
+
+ void enforceNoDuplicateTestCases( std::vector<TestCase> const& functions ) {
+ std::set<TestCase> seenFunctions;
+ for( std::vector<TestCase>::const_iterator it = functions.begin(), itEnd = functions.end();
+ it != itEnd;
+ ++it ) {
+ std::pair<std::set<TestCase>::const_iterator, bool> prev = seenFunctions.insert( *it );
+ if( !prev.second ) {
+ std::ostringstream ss;
+
+ ss << Colour( Colour::Red )
+ << "error: TEST_CASE( \"" << it->name << "\" ) already defined.\n"
+ << "\tFirst seen at " << prev.first->getTestCaseInfo().lineInfo << '\n'
+ << "\tRedefined at " << it->getTestCaseInfo().lineInfo << std::endl;
+
+ throw std::runtime_error(ss.str());
+ }
+ }
+ }
+
+ std::vector<TestCase> filterTests( std::vector<TestCase> const& testCases, TestSpec const& testSpec, IConfig const& config ) {
+ std::vector<TestCase> filtered;
+ filtered.reserve( testCases.size() );
+ for( std::vector<TestCase>::const_iterator it = testCases.begin(), itEnd = testCases.end();
+ it != itEnd;
+ ++it )
+ if( matchTest( *it, testSpec, config ) )
+ filtered.push_back( *it );
+ return filtered;
+ }
+ std::vector<TestCase> const& getAllTestCasesSorted( IConfig const& config ) {
+ return getRegistryHub().getTestCaseRegistry().getAllTestsSorted( config );
+ }
+
+ class TestRegistry : public ITestCaseRegistry {
+ public:
+ TestRegistry()
+ : m_currentSortOrder( RunTests::InDeclarationOrder ),
+ m_unnamedCount( 0 )
+ {}
+ virtual ~TestRegistry();
+
+ virtual void registerTest( TestCase const& testCase ) {
+ std::string name = testCase.getTestCaseInfo().name;
+ if( name.empty() ) {
+ std::ostringstream oss;
+ oss << "Anonymous test case " << ++m_unnamedCount;
+ return registerTest( testCase.withName( oss.str() ) );
+ }
+ m_functions.push_back( testCase );
+ }
+
+ virtual std::vector<TestCase> const& getAllTests() const {
+ return m_functions;
+ }
+ virtual std::vector<TestCase> const& getAllTestsSorted( IConfig const& config ) const {
+ if( m_sortedFunctions.empty() )
+ enforceNoDuplicateTestCases( m_functions );
+
+ if( m_currentSortOrder != config.runOrder() || m_sortedFunctions.empty() ) {
+ m_sortedFunctions = sortTests( config, m_functions );
+ m_currentSortOrder = config.runOrder();
+ }
+ return m_sortedFunctions;
+ }
+
+ private:
+ std::vector<TestCase> m_functions;
+ mutable RunTests::InWhatOrder m_currentSortOrder;
+ mutable std::vector<TestCase> m_sortedFunctions;
+ size_t m_unnamedCount;
+ std::ios_base::Init m_ostreamInit; // Forces cout/ cerr to be initialised
+ };
+
+ ///////////////////////////////////////////////////////////////////////////
+
+ class FreeFunctionTestCase : public SharedImpl<ITestCase> {
+ public:
+
+ FreeFunctionTestCase( TestFunction fun ) : m_fun( fun ) {}
+
+ virtual void invoke() const {
+ m_fun();
+ }
+
+ private:
+ virtual ~FreeFunctionTestCase();
+
+ TestFunction m_fun;
+ };
+
+ inline std::string extractClassName( std::string const& classOrQualifiedMethodName ) {
+ std::string className = classOrQualifiedMethodName;
+ if( startsWith( className, '&' ) )
+ {
+ std::size_t lastColons = className.rfind( "::" );
+ std::size_t penultimateColons = className.rfind( "::", lastColons-1 );
+ if( penultimateColons == std::string::npos )
+ penultimateColons = 1;
+ className = className.substr( penultimateColons, lastColons-penultimateColons );
+ }
+ return className;
+ }
+
+ void registerTestCase
+ ( ITestCase* testCase,
+ char const* classOrQualifiedMethodName,
+ NameAndDesc const& nameAndDesc,
+ SourceLineInfo const& lineInfo ) {
+
+ getMutableRegistryHub().registerTest
+ ( makeTestCase
+ ( testCase,
+ extractClassName( classOrQualifiedMethodName ),
+ nameAndDesc.name,
+ nameAndDesc.description,
+ lineInfo ) );
+ }
+ void registerTestCaseFunction
+ ( TestFunction function,
+ SourceLineInfo const& lineInfo,
+ NameAndDesc const& nameAndDesc ) {
+ registerTestCase( new FreeFunctionTestCase( function ), "", nameAndDesc, lineInfo );
+ }
+
+ ///////////////////////////////////////////////////////////////////////////
+
+ AutoReg::AutoReg
+ ( TestFunction function,
+ SourceLineInfo const& lineInfo,
+ NameAndDesc const& nameAndDesc ) {
+ registerTestCaseFunction( function, lineInfo, nameAndDesc );
+ }
+
+ AutoReg::~AutoReg() {}
+
+} // end namespace Catch
+
+// #included from: catch_reporter_registry.hpp
+#define TWOBLUECUBES_CATCH_REPORTER_REGISTRY_HPP_INCLUDED
+
+#include <map>
+
+namespace Catch {
+
+ class ReporterRegistry : public IReporterRegistry {
+
+ public:
+
+ virtual ~ReporterRegistry() CATCH_OVERRIDE {}
+
+ virtual IStreamingReporter* create( std::string const& name, Ptr<IConfig const> const& config ) const CATCH_OVERRIDE {
+ FactoryMap::const_iterator it = m_factories.find( name );
+ if( it == m_factories.end() )
+ return CATCH_NULL;
+ return it->second->create( ReporterConfig( config ) );
+ }
+
+ void registerReporter( std::string const& name, Ptr<IReporterFactory> const& factory ) {
+ m_factories.insert( std::make_pair( name, factory ) );
+ }
+ void registerListener( Ptr<IReporterFactory> const& factory ) {
+ m_listeners.push_back( factory );
+ }
+
+ virtual FactoryMap const& getFactories() const CATCH_OVERRIDE {
+ return m_factories;
+ }
+ virtual Listeners const& getListeners() const CATCH_OVERRIDE {
+ return m_listeners;
+ }
+
+ private:
+ FactoryMap m_factories;
+ Listeners m_listeners;
+ };
+}
+
+// #included from: catch_exception_translator_registry.hpp
+#define TWOBLUECUBES_CATCH_EXCEPTION_TRANSLATOR_REGISTRY_HPP_INCLUDED
+
+#ifdef __OBJC__
+#import "Foundation/Foundation.h"
+#endif
+
+namespace Catch {
+
+ class ExceptionTranslatorRegistry : public IExceptionTranslatorRegistry {
+ public:
+ ~ExceptionTranslatorRegistry() {
+ deleteAll( m_translators );
+ }
+
+ virtual void registerTranslator( const IExceptionTranslator* translator ) {
+ m_translators.push_back( translator );
+ }
+
+ virtual std::string translateActiveException() const {
+ try {
+#ifdef __OBJC__
+ // In Objective-C try objective-c exceptions first
+ @try {
+ return tryTranslators();
+ }
+ @catch (NSException *exception) {
+ return Catch::toString( [exception description] );
+ }
+#else
+ return tryTranslators();
+#endif
+ }
+ catch( TestFailureException& ) {
+ throw;
+ }
+ catch( std::exception& ex ) {
+ return ex.what();
+ }
+ catch( std::string& msg ) {
+ return msg;
+ }
+ catch( const char* msg ) {
+ return msg;
+ }
+ catch(...) {
+ return "Unknown exception";
+ }
+ }
+
+ std::string tryTranslators() const {
+ if( m_translators.empty() )
+ throw;
+ else
+ return m_translators[0]->translate( m_translators.begin()+1, m_translators.end() );
+ }
+
+ private:
+ std::vector<const IExceptionTranslator*> m_translators;
+ };
+}
+
+namespace Catch {
+
+ namespace {
+
+ class RegistryHub : public IRegistryHub, public IMutableRegistryHub {
+
+ RegistryHub( RegistryHub const& );
+ void operator=( RegistryHub const& );
+
+ public: // IRegistryHub
+ RegistryHub() {
+ }
+ virtual IReporterRegistry const& getReporterRegistry() const CATCH_OVERRIDE {
+ return m_reporterRegistry;
+ }
+ virtual ITestCaseRegistry const& getTestCaseRegistry() const CATCH_OVERRIDE {
+ return m_testCaseRegistry;
+ }
+ virtual IExceptionTranslatorRegistry& getExceptionTranslatorRegistry() CATCH_OVERRIDE {
+ return m_exceptionTranslatorRegistry;
+ }
+
+ public: // IMutableRegistryHub
+ virtual void registerReporter( std::string const& name, Ptr<IReporterFactory> const& factory ) CATCH_OVERRIDE {
+ m_reporterRegistry.registerReporter( name, factory );
+ }
+ virtual void registerListener( Ptr<IReporterFactory> const& factory ) CATCH_OVERRIDE {
+ m_reporterRegistry.registerListener( factory );
+ }
+ virtual void registerTest( TestCase const& testInfo ) CATCH_OVERRIDE {
+ m_testCaseRegistry.registerTest( testInfo );
+ }
+ virtual void registerTranslator( const IExceptionTranslator* translator ) CATCH_OVERRIDE {
+ m_exceptionTranslatorRegistry.registerTranslator( translator );
+ }
+
+ private:
+ TestRegistry m_testCaseRegistry;
+ ReporterRegistry m_reporterRegistry;
+ ExceptionTranslatorRegistry m_exceptionTranslatorRegistry;
+ };
+
+ // Single, global, instance
+ inline RegistryHub*& getTheRegistryHub() {
+ static RegistryHub* theRegistryHub = CATCH_NULL;
+ if( !theRegistryHub )
+ theRegistryHub = new RegistryHub();
+ return theRegistryHub;
+ }
+ }
+
+ IRegistryHub& getRegistryHub() {
+ return *getTheRegistryHub();
+ }
+ IMutableRegistryHub& getMutableRegistryHub() {
+ return *getTheRegistryHub();
+ }
+ void cleanUp() {
+ delete getTheRegistryHub();
+ getTheRegistryHub() = CATCH_NULL;
+ cleanUpContext();
+ }
+ std::string translateActiveException() {
+ return getRegistryHub().getExceptionTranslatorRegistry().translateActiveException();
+ }
+
+} // end namespace Catch
+
+// #included from: catch_notimplemented_exception.hpp
+#define TWOBLUECUBES_CATCH_NOTIMPLEMENTED_EXCEPTION_HPP_INCLUDED
+
+#include <sstream>
+
+namespace Catch {
+
+ NotImplementedException::NotImplementedException( SourceLineInfo const& lineInfo )
+ : m_lineInfo( lineInfo ) {
+ std::ostringstream oss;
+ oss << lineInfo << ": function ";
+ oss << "not implemented";
+ m_what = oss.str();
+ }
+
+ const char* NotImplementedException::what() const CATCH_NOEXCEPT {
+ return m_what.c_str();
+ }
+
+} // end namespace Catch
+
+// #included from: catch_context_impl.hpp
+#define TWOBLUECUBES_CATCH_CONTEXT_IMPL_HPP_INCLUDED
+
+// #included from: catch_stream.hpp
+#define TWOBLUECUBES_CATCH_STREAM_HPP_INCLUDED
+
+#include <stdexcept>
+#include <cstdio>
+#include <iostream>
+
+namespace Catch {
+
+ template<typename WriterF, size_t bufferSize=256>
+ class StreamBufImpl : public StreamBufBase {
+ char data[bufferSize];
+ WriterF m_writer;
+
+ public:
+ StreamBufImpl() {
+ setp( data, data + sizeof(data) );
+ }
+
+ ~StreamBufImpl() CATCH_NOEXCEPT {
+ sync();
+ }
+
+ private:
+ int overflow( int c ) {
+ sync();
+
+ if( c != EOF ) {
+ if( pbase() == epptr() )
+ m_writer( std::string( 1, static_cast<char>( c ) ) );
+ else
+ sputc( static_cast<char>( c ) );
+ }
+ return 0;
+ }
+
+ int sync() {
+ if( pbase() != pptr() ) {
+ m_writer( std::string( pbase(), static_cast<std::string::size_type>( pptr() - pbase() ) ) );
+ setp( pbase(), epptr() );
+ }
+ return 0;
+ }
+ };
+
+ ///////////////////////////////////////////////////////////////////////////
+
+ FileStream::FileStream( std::string const& filename ) {
+ m_ofs.open( filename.c_str() );
+ if( m_ofs.fail() ) {
+ std::ostringstream oss;
+ oss << "Unable to open file: '" << filename << '\'';
+ throw std::domain_error( oss.str() );
+ }
+ }
+
+ std::ostream& FileStream::stream() const {
+ return m_ofs;
+ }
+
+ struct OutputDebugWriter {
+
+ void operator()( std::string const&str ) {
+ writeToDebugConsole( str );
+ }
+ };
+
+ DebugOutStream::DebugOutStream()
+ : m_streamBuf( new StreamBufImpl<OutputDebugWriter>() ),
+ m_os( m_streamBuf.get() )
+ {}
+
+ std::ostream& DebugOutStream::stream() const {
+ return m_os;
+ }
+
+ // Store the streambuf from cout up-front because
+ // cout may get redirected when running tests
+ CoutStream::CoutStream()
+ : m_os( Catch::cout().rdbuf() )
+ {}
+
+ std::ostream& CoutStream::stream() const {
+ return m_os;
+ }
+
+#ifndef CATCH_CONFIG_NOSTDOUT // If you #define this you must implement these functions
+ std::ostream& cout() {
+ return std::cout;
+ }
+ std::ostream& cerr() {
+ return std::cerr;
+ }
+#endif
+}
+
+namespace Catch {
+
+ class Context : public IMutableContext {
+
+ Context() : m_config( CATCH_NULL ), m_runner( CATCH_NULL ), m_resultCapture( CATCH_NULL ) {}
+ Context( Context const& );
+ void operator=( Context const& );
+
+ public:
+ virtual ~Context() {
+ deleteAllValues( m_generatorsByTestName );
+ }
+
+ public: // IContext
+ virtual IResultCapture* getResultCapture() {
+ return m_resultCapture;
+ }
+ virtual IRunner* getRunner() {
+ return m_runner;
+ }
+ virtual size_t getGeneratorIndex( std::string const& fileInfo, size_t totalSize ) {
+ return getGeneratorsForCurrentTest()
+ .getGeneratorInfo( fileInfo, totalSize )
+ .getCurrentIndex();
+ }
+ virtual bool advanceGeneratorsForCurrentTest() {
+ IGeneratorsForTest* generators = findGeneratorsForCurrentTest();
+ return generators && generators->moveNext();
+ }
+
+ virtual Ptr<IConfig const> getConfig() const {
+ return m_config;
+ }
+
+ public: // IMutableContext
+ virtual void setResultCapture( IResultCapture* resultCapture ) {
+ m_resultCapture = resultCapture;
+ }
+ virtual void setRunner( IRunner* runner ) {
+ m_runner = runner;
+ }
+ virtual void setConfig( Ptr<IConfig const> const& config ) {
+ m_config = config;
+ }
+
+ friend IMutableContext& getCurrentMutableContext();
+
+ private:
+ IGeneratorsForTest* findGeneratorsForCurrentTest() {
+ std::string testName = getResultCapture()->getCurrentTestName();
+
+ std::map<std::string, IGeneratorsForTest*>::const_iterator it =
+ m_generatorsByTestName.find( testName );
+ return it != m_generatorsByTestName.end()
+ ? it->second
+ : CATCH_NULL;
+ }
+
+ IGeneratorsForTest& getGeneratorsForCurrentTest() {
+ IGeneratorsForTest* generators = findGeneratorsForCurrentTest();
+ if( !generators ) {
+ std::string testName = getResultCapture()->getCurrentTestName();
+ generators = createGeneratorsForTest();
+ m_generatorsByTestName.insert( std::make_pair( testName, generators ) );
+ }
+ return *generators;
+ }
+
+ private:
+ Ptr<IConfig const> m_config;
+ IRunner* m_runner;
+ IResultCapture* m_resultCapture;
+ std::map<std::string, IGeneratorsForTest*> m_generatorsByTestName;
+ };
+
+ namespace {
+ Context* currentContext = CATCH_NULL;
+ }
+ IMutableContext& getCurrentMutableContext() {
+ if( !currentContext )
+ currentContext = new Context();
+ return *currentContext;
+ }
+ IContext& getCurrentContext() {
+ return getCurrentMutableContext();
+ }
+
+ void cleanUpContext() {
+ delete currentContext;
+ currentContext = CATCH_NULL;
+ }
+}
+
+// #included from: catch_console_colour_impl.hpp
+#define TWOBLUECUBES_CATCH_CONSOLE_COLOUR_IMPL_HPP_INCLUDED
+
+namespace Catch {
+ namespace {
+
+ struct IColourImpl {
+ virtual ~IColourImpl() {}
+ virtual void use( Colour::Code _colourCode ) = 0;
+ };
+
+ struct NoColourImpl : IColourImpl {
+ void use( Colour::Code ) {}
+
+ static IColourImpl* instance() {
+ static NoColourImpl s_instance;
+ return &s_instance;
+ }
+ };
+
+ } // anon namespace
+} // namespace Catch
+
+#if !defined( CATCH_CONFIG_COLOUR_NONE ) && !defined( CATCH_CONFIG_COLOUR_WINDOWS ) && !defined( CATCH_CONFIG_COLOUR_ANSI )
+# ifdef CATCH_PLATFORM_WINDOWS
+# define CATCH_CONFIG_COLOUR_WINDOWS
+# else
+# define CATCH_CONFIG_COLOUR_ANSI
+# endif
+#endif
+
+#if defined ( CATCH_CONFIG_COLOUR_WINDOWS ) /////////////////////////////////////////
+
+namespace Catch {
+namespace {
+
+ class Win32ColourImpl : public IColourImpl {
+ public:
+ Win32ColourImpl() : stdoutHandle( GetStdHandle(STD_OUTPUT_HANDLE) )
+ {
+ CONSOLE_SCREEN_BUFFER_INFO csbiInfo;
+ GetConsoleScreenBufferInfo( stdoutHandle, &csbiInfo );
+ originalForegroundAttributes = csbiInfo.wAttributes & ~( BACKGROUND_GREEN | BACKGROUND_RED | BACKGROUND_BLUE | BACKGROUND_INTENSITY );
+ originalBackgroundAttributes = csbiInfo.wAttributes & ~( FOREGROUND_GREEN | FOREGROUND_RED | FOREGROUND_BLUE | FOREGROUND_INTENSITY );
+ }
+
+ virtual void use( Colour::Code _colourCode ) {
+ switch( _colourCode ) {
+ case Colour::None: return setTextAttribute( originalForegroundAttributes );
+ case Colour::White: return setTextAttribute( FOREGROUND_GREEN | FOREGROUND_RED | FOREGROUND_BLUE );
+ case Colour::Red: return setTextAttribute( FOREGROUND_RED );
+ case Colour::Green: return setTextAttribute( FOREGROUND_GREEN );
+ case Colour::Blue: return setTextAttribute( FOREGROUND_BLUE );
+ case Colour::Cyan: return setTextAttribute( FOREGROUND_BLUE | FOREGROUND_GREEN );
+ case Colour::Yellow: return setTextAttribute( FOREGROUND_RED | FOREGROUND_GREEN );
+ case Colour::Grey: return setTextAttribute( 0 );
+
+ case Colour::LightGrey: return setTextAttribute( FOREGROUND_INTENSITY );
+ case Colour::BrightRed: return setTextAttribute( FOREGROUND_INTENSITY | FOREGROUND_RED );
+ case Colour::BrightGreen: return setTextAttribute( FOREGROUND_INTENSITY | FOREGROUND_GREEN );
+ case Colour::BrightWhite: return setTextAttribute( FOREGROUND_INTENSITY | FOREGROUND_GREEN | FOREGROUND_RED | FOREGROUND_BLUE );
+
+ case Colour::Bright: throw std::logic_error( "not a colour" );
+ }
+ }
+
+ private:
+ void setTextAttribute( WORD _textAttribute ) {
+ SetConsoleTextAttribute( stdoutHandle, _textAttribute | originalBackgroundAttributes );
+ }
+ HANDLE stdoutHandle;
+ WORD originalForegroundAttributes;
+ WORD originalBackgroundAttributes;
+ };
+
+ IColourImpl* platformColourInstance() {
+ static Win32ColourImpl s_instance;
+
+ Ptr<IConfig const> config = getCurrentContext().getConfig();
+ UseColour::YesOrNo colourMode = config
+ ? config->useColour()
+ : UseColour::Auto;
+ if( colourMode == UseColour::Auto )
+ colourMode = !isDebuggerActive()
+ ? UseColour::Yes
+ : UseColour::No;
+ return colourMode == UseColour::Yes
+ ? &s_instance
+ : NoColourImpl::instance();
+ }
+
+} // end anon namespace
+} // end namespace Catch
+
+#elif defined( CATCH_CONFIG_COLOUR_ANSI ) //////////////////////////////////////
+
+#include <unistd.h>
+
+namespace Catch {
+namespace {
+
+ // use POSIX/ ANSI console terminal codes
+ // Thanks to Adam Strzelecki for original contribution
+ // (http://github.com/nanoant)
+ // https://github.com/philsquared/Catch/pull/131
+ class PosixColourImpl : public IColourImpl {
+ public:
+ virtual void use( Colour::Code _colourCode ) {
+ switch( _colourCode ) {
+ case Colour::None:
+ case Colour::White: return setColour( "[0m" );
+ case Colour::Red: return setColour( "[0;31m" );
+ case Colour::Green: return setColour( "[0;32m" );
+ case Colour::Blue: return setColour( "[0;34m" );
+ case Colour::Cyan: return setColour( "[0;36m" );
+ case Colour::Yellow: return setColour( "[0;33m" );
+ case Colour::Grey: return setColour( "[1;30m" );
+
+ case Colour::LightGrey: return setColour( "[0;37m" );
+ case Colour::BrightRed: return setColour( "[1;31m" );
+ case Colour::BrightGreen: return setColour( "[1;32m" );
+ case Colour::BrightWhite: return setColour( "[1;37m" );
+
+ case Colour::Bright: throw std::logic_error( "not a colour" );
+ }
+ }
+ static IColourImpl* instance() {
+ static PosixColourImpl s_instance;
+ return &s_instance;
+ }
+
+ private:
+ void setColour( const char* _escapeCode ) {
+ Catch::cout() << '\033' << _escapeCode;
+ }
+ };
+
+ IColourImpl* platformColourInstance() {
+ Ptr<IConfig const> config = getCurrentContext().getConfig();
+ UseColour::YesOrNo colourMode = config
+ ? config->useColour()
+ : UseColour::Auto;
+ if( colourMode == UseColour::Auto )
+ colourMode = (!isDebuggerActive() && isatty(STDOUT_FILENO) )
+ ? UseColour::Yes
+ : UseColour::No;
+ return colourMode == UseColour::Yes
+ ? PosixColourImpl::instance()
+ : NoColourImpl::instance();
+ }
+
+} // end anon namespace
+} // end namespace Catch
+
+#else // not Windows or ANSI ///////////////////////////////////////////////
+
+namespace Catch {
+
+ static IColourImpl* platformColourInstance() { return NoColourImpl::instance(); }
+
+} // end namespace Catch
+
+#endif // Windows/ ANSI/ None
+
+namespace Catch {
+
+ Colour::Colour( Code _colourCode ) : m_moved( false ) { use( _colourCode ); }
+ Colour::Colour( Colour const& _other ) : m_moved( false ) { const_cast<Colour&>( _other ).m_moved = true; }
+ Colour::~Colour(){ if( !m_moved ) use( None ); }
+
+ void Colour::use( Code _colourCode ) {
+ static IColourImpl* impl = platformColourInstance();
+ impl->use( _colourCode );
+ }
+
+} // end namespace Catch
+
+// #included from: catch_generators_impl.hpp
+#define TWOBLUECUBES_CATCH_GENERATORS_IMPL_HPP_INCLUDED
+
+#include <vector>
+#include <string>
+#include <map>
+
+namespace Catch {
+
+ struct GeneratorInfo : IGeneratorInfo {
+
+ GeneratorInfo( std::size_t size )
+ : m_size( size ),
+ m_currentIndex( 0 )
+ {}
+
+ bool moveNext() {
+ if( ++m_currentIndex == m_size ) {
+ m_currentIndex = 0;
+ return false;
+ }
+ return true;
+ }
+
+ std::size_t getCurrentIndex() const {
+ return m_currentIndex;
+ }
+
+ std::size_t m_size;
+ std::size_t m_currentIndex;
+ };
+
+ ///////////////////////////////////////////////////////////////////////////
+
+ class GeneratorsForTest : public IGeneratorsForTest {
+
+ public:
+ ~GeneratorsForTest() {
+ deleteAll( m_generatorsInOrder );
+ }
+
+ IGeneratorInfo& getGeneratorInfo( std::string const& fileInfo, std::size_t size ) {
+ std::map<std::string, IGeneratorInfo*>::const_iterator it = m_generatorsByName.find( fileInfo );
+ if( it == m_generatorsByName.end() ) {
+ IGeneratorInfo* info = new GeneratorInfo( size );
+ m_generatorsByName.insert( std::make_pair( fileInfo, info ) );
+ m_generatorsInOrder.push_back( info );
+ return *info;
+ }
+ return *it->second;
+ }
+
+ bool moveNext() {
+ std::vector<IGeneratorInfo*>::const_iterator it = m_generatorsInOrder.begin();
+ std::vector<IGeneratorInfo*>::const_iterator itEnd = m_generatorsInOrder.end();
+ for(; it != itEnd; ++it ) {
+ if( (*it)->moveNext() )
+ return true;
+ }
+ return false;
+ }
+
+ private:
+ std::map<std::string, IGeneratorInfo*> m_generatorsByName;
+ std::vector<IGeneratorInfo*> m_generatorsInOrder;
+ };
+
+ IGeneratorsForTest* createGeneratorsForTest()
+ {
+ return new GeneratorsForTest();
+ }
+
+} // end namespace Catch
+
+// #included from: catch_assertionresult.hpp
+#define TWOBLUECUBES_CATCH_ASSERTIONRESULT_HPP_INCLUDED
+
+namespace Catch {
+
+ AssertionInfo::AssertionInfo( std::string const& _macroName,
+ SourceLineInfo const& _lineInfo,
+ std::string const& _capturedExpression,
+ ResultDisposition::Flags _resultDisposition )
+ : macroName( _macroName ),
+ lineInfo( _lineInfo ),
+ capturedExpression( _capturedExpression ),
+ resultDisposition( _resultDisposition )
+ {}
+
+ AssertionResult::AssertionResult() {}
+
+ AssertionResult::AssertionResult( AssertionInfo const& info, AssertionResultData const& data )
+ : m_info( info ),
+ m_resultData( data )
+ {}
+
+ AssertionResult::~AssertionResult() {}
+
+ // Result was a success
+ bool AssertionResult::succeeded() const {
+ return Catch::isOk( m_resultData.resultType );
+ }
+
+ // Result was a success, or failure is suppressed
+ bool AssertionResult::isOk() const {
+ return Catch::isOk( m_resultData.resultType ) || shouldSuppressFailure( m_info.resultDisposition );
+ }
+
+ ResultWas::OfType AssertionResult::getResultType() const {
+ return m_resultData.resultType;
+ }
+
+ bool AssertionResult::hasExpression() const {
+ return !m_info.capturedExpression.empty();
+ }
+
+ bool AssertionResult::hasMessage() const {
+ return !m_resultData.message.empty();
+ }
+
+ std::string AssertionResult::getExpression() const {
+ if( isFalseTest( m_info.resultDisposition ) )
+ return '!' + m_info.capturedExpression;
+ else
+ return m_info.capturedExpression;
+ }
+ std::string AssertionResult::getExpressionInMacro() const {
+ if( m_info.macroName.empty() )
+ return m_info.capturedExpression;
+ else
+ return m_info.macroName + "( " + m_info.capturedExpression + " )";
+ }
+
+ bool AssertionResult::hasExpandedExpression() const {
+ return hasExpression() && getExpandedExpression() != getExpression();
+ }
+
+ std::string AssertionResult::getExpandedExpression() const {
+ return m_resultData.reconstructExpression();
+ }
+
+ std::string AssertionResult::getMessage() const {
+ return m_resultData.message;
+ }
+ SourceLineInfo AssertionResult::getSourceInfo() const {
+ return m_info.lineInfo;
+ }
+
+ std::string AssertionResult::getTestMacroName() const {
+ return m_info.macroName;
+ }
+
+ void AssertionResult::discardDecomposedExpression() const {
+ m_resultData.decomposedExpression = CATCH_NULL;
+ }
+
+ void AssertionResult::expandDecomposedExpression() const {
+ m_resultData.reconstructExpression();
+ }
+
+} // end namespace Catch
+
+// #included from: catch_test_case_info.hpp
+#define TWOBLUECUBES_CATCH_TEST_CASE_INFO_HPP_INCLUDED
+
+#include <cctype>
+
+namespace Catch {
+
+ inline TestCaseInfo::SpecialProperties parseSpecialTag( std::string const& tag ) {
+ if( startsWith( tag, '.' ) ||
+ tag == "hide" ||
+ tag == "!hide" )
+ return TestCaseInfo::IsHidden;
+ else if( tag == "!throws" )
+ return TestCaseInfo::Throws;
+ else if( tag == "!shouldfail" )
+ return TestCaseInfo::ShouldFail;
+ else if( tag == "!mayfail" )
+ return TestCaseInfo::MayFail;
+ else if( tag == "!nonportable" )
+ return TestCaseInfo::NonPortable;
+ else
+ return TestCaseInfo::None;
+ }
+ inline bool isReservedTag( std::string const& tag ) {
+ return parseSpecialTag( tag ) == TestCaseInfo::None && tag.size() > 0 && !std::isalnum( tag[0] );
+ }
+ inline void enforceNotReservedTag( std::string const& tag, SourceLineInfo const& _lineInfo ) {
+ if( isReservedTag( tag ) ) {
+ {
+ Colour colourGuard( Colour::Red );
+ Catch::cerr()
+ << "Tag name [" << tag << "] not allowed.\n"
+ << "Tag names starting with non alpha-numeric characters are reserved\n";
+ }
+ {
+ Colour colourGuard( Colour::FileName );
+ Catch::cerr() << _lineInfo << std::endl;
+ }
+ exit(1);
+ }
+ }
+
+ TestCase makeTestCase( ITestCase* _testCase,
+ std::string const& _className,
+ std::string const& _name,
+ std::string const& _descOrTags,
+ SourceLineInfo const& _lineInfo )
+ {
+ bool isHidden( startsWith( _name, "./" ) ); // Legacy support
+
+ // Parse out tags
+ std::set<std::string> tags;
+ std::string desc, tag;
+ bool inTag = false;
+ for( std::size_t i = 0; i < _descOrTags.size(); ++i ) {
+ char c = _descOrTags[i];
+ if( !inTag ) {
+ if( c == '[' )
+ inTag = true;
+ else
+ desc += c;
+ }
+ else {
+ if( c == ']' ) {
+ TestCaseInfo::SpecialProperties prop = parseSpecialTag( tag );
+ if( prop == TestCaseInfo::IsHidden )
+ isHidden = true;
+ else if( prop == TestCaseInfo::None )
+ enforceNotReservedTag( tag, _lineInfo );
+
+ tags.insert( tag );
+ tag.clear();
+ inTag = false;
+ }
+ else
+ tag += c;
+ }
+ }
+ if( isHidden ) {
+ tags.insert( "hide" );
+ tags.insert( "." );
+ }
+
+ TestCaseInfo info( _name, _className, desc, tags, _lineInfo );
+ return TestCase( _testCase, info );
+ }
+
+ void setTags( TestCaseInfo& testCaseInfo, std::set<std::string> const& tags )
+ {
+ testCaseInfo.tags = tags;
+ testCaseInfo.lcaseTags.clear();
+
+ std::ostringstream oss;
+ for( std::set<std::string>::const_iterator it = tags.begin(), itEnd = tags.end(); it != itEnd; ++it ) {
+ oss << '[' << *it << ']';
+ std::string lcaseTag = toLower( *it );
+ testCaseInfo.properties = static_cast<TestCaseInfo::SpecialProperties>( testCaseInfo.properties | parseSpecialTag( lcaseTag ) );
+ testCaseInfo.lcaseTags.insert( lcaseTag );
+ }
+ testCaseInfo.tagsAsString = oss.str();
+ }
+
+ TestCaseInfo::TestCaseInfo( std::string const& _name,
+ std::string const& _className,
+ std::string const& _description,
+ std::set<std::string> const& _tags,
+ SourceLineInfo const& _lineInfo )
+ : name( _name ),
+ className( _className ),
+ description( _description ),
+ lineInfo( _lineInfo ),
+ properties( None )
+ {
+ setTags( *this, _tags );
+ }
+
+ TestCaseInfo::TestCaseInfo( TestCaseInfo const& other )
+ : name( other.name ),
+ className( other.className ),
+ description( other.description ),
+ tags( other.tags ),
+ lcaseTags( other.lcaseTags ),
+ tagsAsString( other.tagsAsString ),
+ lineInfo( other.lineInfo ),
+ properties( other.properties )
+ {}
+
+ bool TestCaseInfo::isHidden() const {
+ return ( properties & IsHidden ) != 0;
+ }
+ bool TestCaseInfo::throws() const {
+ return ( properties & Throws ) != 0;
+ }
+ bool TestCaseInfo::okToFail() const {
+ return ( properties & (ShouldFail | MayFail ) ) != 0;
+ }
+ bool TestCaseInfo::expectedToFail() const {
+ return ( properties & (ShouldFail ) ) != 0;
+ }
+
+ TestCase::TestCase( ITestCase* testCase, TestCaseInfo const& info ) : TestCaseInfo( info ), test( testCase ) {}
+
+ TestCase::TestCase( TestCase const& other )
+ : TestCaseInfo( other ),
+ test( other.test )
+ {}
+
+ TestCase TestCase::withName( std::string const& _newName ) const {
+ TestCase other( *this );
+ other.name = _newName;
+ return other;
+ }
+
+ void TestCase::swap( TestCase& other ) {
+ test.swap( other.test );
+ name.swap( other.name );
+ className.swap( other.className );
+ description.swap( other.description );
+ tags.swap( other.tags );
+ lcaseTags.swap( other.lcaseTags );
+ tagsAsString.swap( other.tagsAsString );
+ std::swap( TestCaseInfo::properties, static_cast<TestCaseInfo&>( other ).properties );
+ std::swap( lineInfo, other.lineInfo );
+ }
+
+ void TestCase::invoke() const {
+ test->invoke();
+ }
+
+ bool TestCase::operator == ( TestCase const& other ) const {
+ return test.get() == other.test.get() &&
+ name == other.name &&
+ className == other.className;
+ }
+
+ bool TestCase::operator < ( TestCase const& other ) const {
+ return name < other.name;
+ }
+ TestCase& TestCase::operator = ( TestCase const& other ) {
+ TestCase temp( other );
+ swap( temp );
+ return *this;
+ }
+
+ TestCaseInfo const& TestCase::getTestCaseInfo() const
+ {
+ return *this;
+ }
+
+} // end namespace Catch
+
+// #included from: catch_version.hpp
+#define TWOBLUECUBES_CATCH_VERSION_HPP_INCLUDED
+
+namespace Catch {
+
+ Version::Version
+ ( unsigned int _majorVersion,
+ unsigned int _minorVersion,
+ unsigned int _patchNumber,
+ std::string const& _branchName,
+ unsigned int _buildNumber )
+ : majorVersion( _majorVersion ),
+ minorVersion( _minorVersion ),
+ patchNumber( _patchNumber ),
+ branchName( _branchName ),
+ buildNumber( _buildNumber )
+ {}
+
+ std::ostream& operator << ( std::ostream& os, Version const& version ) {
+ os << version.majorVersion << '.'
+ << version.minorVersion << '.'
+ << version.patchNumber;
+
+ if( !version.branchName.empty() ) {
+ os << '-' << version.branchName
+ << '.' << version.buildNumber;
+ }
+ return os;
+ }
+
+ Version libraryVersion( 1, 8, 1, "", 0 );
+
+}
+
+// #included from: catch_message.hpp
+#define TWOBLUECUBES_CATCH_MESSAGE_HPP_INCLUDED
+
+namespace Catch {
+
+ MessageInfo::MessageInfo( std::string const& _macroName,
+ SourceLineInfo const& _lineInfo,
+ ResultWas::OfType _type )
+ : macroName( _macroName ),
+ lineInfo( _lineInfo ),
+ type( _type ),
+ sequence( ++globalCount )
+ {}
+
+ // This may need protecting if threading support is added
+ unsigned int MessageInfo::globalCount = 0;
+
+ ////////////////////////////////////////////////////////////////////////////
+
+ ScopedMessage::ScopedMessage( MessageBuilder const& builder )
+ : m_info( builder.m_info )
+ {
+ m_info.message = builder.m_stream.str();
+ getResultCapture().pushScopedMessage( m_info );
+ }
+ ScopedMessage::ScopedMessage( ScopedMessage const& other )
+ : m_info( other.m_info )
+ {}
+
+ ScopedMessage::~ScopedMessage() {
+ getResultCapture().popScopedMessage( m_info );
+ }
+
+} // end namespace Catch
+
+// #included from: catch_legacy_reporter_adapter.hpp
+#define TWOBLUECUBES_CATCH_LEGACY_REPORTER_ADAPTER_HPP_INCLUDED
+
+// #included from: catch_legacy_reporter_adapter.h
+#define TWOBLUECUBES_CATCH_LEGACY_REPORTER_ADAPTER_H_INCLUDED
+
+namespace Catch
+{
+ // Deprecated
+ struct IReporter : IShared {
+ virtual ~IReporter();
+
+ virtual bool shouldRedirectStdout() const = 0;
+
+ virtual void StartTesting() = 0;
+ virtual void EndTesting( Totals const& totals ) = 0;
+ virtual void StartGroup( std::string const& groupName ) = 0;
+ virtual void EndGroup( std::string const& groupName, Totals const& totals ) = 0;
+ virtual void StartTestCase( TestCaseInfo const& testInfo ) = 0;
+ virtual void EndTestCase( TestCaseInfo const& testInfo, Totals const& totals, std::string const& stdOut, std::string const& stdErr ) = 0;
+ virtual void StartSection( std::string const& sectionName, std::string const& description ) = 0;
+ virtual void EndSection( std::string const& sectionName, Counts const& assertions ) = 0;
+ virtual void NoAssertionsInSection( std::string const& sectionName ) = 0;
+ virtual void NoAssertionsInTestCase( std::string const& testName ) = 0;
+ virtual void Aborted() = 0;
+ virtual void Result( AssertionResult const& result ) = 0;
+ };
+
+ class LegacyReporterAdapter : public SharedImpl<IStreamingReporter>
+ {
+ public:
+ LegacyReporterAdapter( Ptr<IReporter> const& legacyReporter );
+ virtual ~LegacyReporterAdapter();
+
+ virtual ReporterPreferences getPreferences() const;
+ virtual void noMatchingTestCases( std::string const& );
+ virtual void testRunStarting( TestRunInfo const& );
+ virtual void testGroupStarting( GroupInfo const& groupInfo );
+ virtual void testCaseStarting( TestCaseInfo const& testInfo );
+ virtual void sectionStarting( SectionInfo const& sectionInfo );
+ virtual void assertionStarting( AssertionInfo const& );
+ virtual bool assertionEnded( AssertionStats const& assertionStats );
+ virtual void sectionEnded( SectionStats const& sectionStats );
+ virtual void testCaseEnded( TestCaseStats const& testCaseStats );
+ virtual void testGroupEnded( TestGroupStats const& testGroupStats );
+ virtual void testRunEnded( TestRunStats const& testRunStats );
+ virtual void skipTest( TestCaseInfo const& );
+
+ private:
+ Ptr<IReporter> m_legacyReporter;
+ };
+}
+
+namespace Catch
+{
+ LegacyReporterAdapter::LegacyReporterAdapter( Ptr<IReporter> const& legacyReporter )
+ : m_legacyReporter( legacyReporter )
+ {}
+ LegacyReporterAdapter::~LegacyReporterAdapter() {}
+
+ ReporterPreferences LegacyReporterAdapter::getPreferences() const {
+ ReporterPreferences prefs;
+ prefs.shouldRedirectStdOut = m_legacyReporter->shouldRedirectStdout();
+ return prefs;
+ }
+
+ void LegacyReporterAdapter::noMatchingTestCases( std::string const& ) {}
+ void LegacyReporterAdapter::testRunStarting( TestRunInfo const& ) {
+ m_legacyReporter->StartTesting();
+ }
+ void LegacyReporterAdapter::testGroupStarting( GroupInfo const& groupInfo ) {
+ m_legacyReporter->StartGroup( groupInfo.name );
+ }
+ void LegacyReporterAdapter::testCaseStarting( TestCaseInfo const& testInfo ) {
+ m_legacyReporter->StartTestCase( testInfo );
+ }
+ void LegacyReporterAdapter::sectionStarting( SectionInfo const& sectionInfo ) {
+ m_legacyReporter->StartSection( sectionInfo.name, sectionInfo.description );
+ }
+ void LegacyReporterAdapter::assertionStarting( AssertionInfo const& ) {
+ // Not on legacy interface
+ }
+
+ bool LegacyReporterAdapter::assertionEnded( AssertionStats const& assertionStats ) {
+ if( assertionStats.assertionResult.getResultType() != ResultWas::Ok ) {
+ for( std::vector<MessageInfo>::const_iterator it = assertionStats.infoMessages.begin(), itEnd = assertionStats.infoMessages.end();
+ it != itEnd;
+ ++it ) {
+ if( it->type == ResultWas::Info ) {
+ ResultBuilder rb( it->macroName.c_str(), it->lineInfo, "", ResultDisposition::Normal );
+ rb << it->message;
+ rb.setResultType( ResultWas::Info );
+ AssertionResult result = rb.build();
+ m_legacyReporter->Result( result );
+ }
+ }
+ }
+ m_legacyReporter->Result( assertionStats.assertionResult );
+ return true;
+ }
+ void LegacyReporterAdapter::sectionEnded( SectionStats const& sectionStats ) {
+ if( sectionStats.missingAssertions )
+ m_legacyReporter->NoAssertionsInSection( sectionStats.sectionInfo.name );
+ m_legacyReporter->EndSection( sectionStats.sectionInfo.name, sectionStats.assertions );
+ }
+ void LegacyReporterAdapter::testCaseEnded( TestCaseStats const& testCaseStats ) {
+ m_legacyReporter->EndTestCase
+ ( testCaseStats.testInfo,
+ testCaseStats.totals,
+ testCaseStats.stdOut,
+ testCaseStats.stdErr );
+ }
+ void LegacyReporterAdapter::testGroupEnded( TestGroupStats const& testGroupStats ) {
+ if( testGroupStats.aborting )
+ m_legacyReporter->Aborted();
+ m_legacyReporter->EndGroup( testGroupStats.groupInfo.name, testGroupStats.totals );
+ }
+ void LegacyReporterAdapter::testRunEnded( TestRunStats const& testRunStats ) {
+ m_legacyReporter->EndTesting( testRunStats.totals );
+ }
+ void LegacyReporterAdapter::skipTest( TestCaseInfo const& ) {
+ }
+}
+
+// #included from: catch_timer.hpp
+
+#ifdef __clang__
+#pragma clang diagnostic push
+#pragma clang diagnostic ignored "-Wc++11-long-long"
+#endif
+
+#ifdef CATCH_PLATFORM_WINDOWS
+
+#else
+
+#include <sys/time.h>
+
+#endif
+
+namespace Catch {
+
+ namespace {
+#ifdef CATCH_PLATFORM_WINDOWS
+ uint64_t getCurrentTicks() {
+ static uint64_t hz=0, hzo=0;
+ if (!hz) {
+ QueryPerformanceFrequency( reinterpret_cast<LARGE_INTEGER*>( &hz ) );
+ QueryPerformanceCounter( reinterpret_cast<LARGE_INTEGER*>( &hzo ) );
+ }
+ uint64_t t;
+ QueryPerformanceCounter( reinterpret_cast<LARGE_INTEGER*>( &t ) );
+ return ((t-hzo)*1000000)/hz;
+ }
+#else
+ uint64_t getCurrentTicks() {
+ timeval t;
+ gettimeofday(&t,CATCH_NULL);
+ return static_cast<uint64_t>( t.tv_sec ) * 1000000ull + static_cast<uint64_t>( t.tv_usec );
+ }
+#endif
+ }
+
+ void Timer::start() {
+ m_ticks = getCurrentTicks();
+ }
+ unsigned int Timer::getElapsedMicroseconds() const {
+ return static_cast<unsigned int>(getCurrentTicks() - m_ticks);
+ }
+ unsigned int Timer::getElapsedMilliseconds() const {
+ return static_cast<unsigned int>(getElapsedMicroseconds()/1000);
+ }
+ double Timer::getElapsedSeconds() const {
+ return getElapsedMicroseconds()/1000000.0;
+ }
+
+} // namespace Catch
+
+#ifdef __clang__
+#pragma clang diagnostic pop
+#endif
+// #included from: catch_common.hpp
+#define TWOBLUECUBES_CATCH_COMMON_HPP_INCLUDED
+
+#include <cstring>
+#include <cctype>
+
+namespace Catch {
+
+ bool startsWith( std::string const& s, std::string const& prefix ) {
+ return s.size() >= prefix.size() && std::equal(prefix.begin(), prefix.end(), s.begin());
+ }
+ bool startsWith( std::string const& s, char prefix ) {
+ return !s.empty() && s[0] == prefix;
+ }
+ bool endsWith( std::string const& s, std::string const& suffix ) {
+ return s.size() >= suffix.size() && std::equal(suffix.rbegin(), suffix.rend(), s.rbegin());
+ }
+ bool endsWith( std::string const& s, char suffix ) {
+ return !s.empty() && s[s.size()-1] == suffix;
+ }
+ bool contains( std::string const& s, std::string const& infix ) {
+ return s.find( infix ) != std::string::npos;
+ }
+ char toLowerCh(char c) {
+ return static_cast<char>( std::tolower( c ) );
+ }
+ void toLowerInPlace( std::string& s ) {
+ std::transform( s.begin(), s.end(), s.begin(), toLowerCh );
+ }
+ std::string toLower( std::string const& s ) {
+ std::string lc = s;
+ toLowerInPlace( lc );
+ return lc;
+ }
+ std::string trim( std::string const& str ) {
+ static char const* whitespaceChars = "\n\r\t ";
+ std::string::size_type start = str.find_first_not_of( whitespaceChars );
+ std::string::size_type end = str.find_last_not_of( whitespaceChars );
+
+ return start != std::string::npos ? str.substr( start, 1+end-start ) : std::string();
+ }
+
+ bool replaceInPlace( std::string& str, std::string const& replaceThis, std::string const& withThis ) {
+ bool replaced = false;
+ std::size_t i = str.find( replaceThis );
+ while( i != std::string::npos ) {
+ replaced = true;
+ str = str.substr( 0, i ) + withThis + str.substr( i+replaceThis.size() );
+ if( i < str.size()-withThis.size() )
+ i = str.find( replaceThis, i+withThis.size() );
+ else
+ i = std::string::npos;
+ }
+ return replaced;
+ }
+
+ pluralise::pluralise( std::size_t count, std::string const& label )
+ : m_count( count ),
+ m_label( label )
+ {}
+
+ std::ostream& operator << ( std::ostream& os, pluralise const& pluraliser ) {
+ os << pluraliser.m_count << ' ' << pluraliser.m_label;
+ if( pluraliser.m_count != 1 )
+ os << 's';
+ return os;
+ }
+
+ SourceLineInfo::SourceLineInfo() : file(""), line( 0 ){}
+ SourceLineInfo::SourceLineInfo( char const* _file, std::size_t _line )
+ : file( _file ),
+ line( _line )
+ {}
+ bool SourceLineInfo::empty() const {
+ return file[0] == '\0';
+ }
+ bool SourceLineInfo::operator == ( SourceLineInfo const& other ) const {
+ return line == other.line && (file == other.file || std::strcmp(file, other.file) == 0);
+ }
+ bool SourceLineInfo::operator < ( SourceLineInfo const& other ) const {
+ return line < other.line || ( line == other.line && (std::strcmp(file, other.file) < 0));
+ }
+
+ void seedRng( IConfig const& config ) {
+ if( config.rngSeed() != 0 )
+ std::srand( config.rngSeed() );
+ }
+ unsigned int rngSeed() {
+ return getCurrentContext().getConfig()->rngSeed();
+ }
+
+ std::ostream& operator << ( std::ostream& os, SourceLineInfo const& info ) {
+#ifndef __GNUG__
+ os << info.file << '(' << info.line << ')';
+#else
+ os << info.file << ':' << info.line;
+#endif
+ return os;
+ }
+
+ void throwLogicError( std::string const& message, SourceLineInfo const& locationInfo ) {
+ std::ostringstream oss;
+ oss << locationInfo << ": Internal Catch error: '" << message << '\'';
+ if( alwaysTrue() )
+ throw std::logic_error( oss.str() );
+ }
+}
+
+// #included from: catch_section.hpp
+#define TWOBLUECUBES_CATCH_SECTION_HPP_INCLUDED
+
+namespace Catch {
+
+ SectionInfo::SectionInfo
+ ( SourceLineInfo const& _lineInfo,
+ std::string const& _name,
+ std::string const& _description )
+ : name( _name ),
+ description( _description ),
+ lineInfo( _lineInfo )
+ {}
+
+ Section::Section( SectionInfo const& info )
+ : m_info( info ),
+ m_sectionIncluded( getResultCapture().sectionStarted( m_info, m_assertions ) )
+ {
+ m_timer.start();
+ }
+
+ Section::~Section() {
+ if( m_sectionIncluded ) {
+ SectionEndInfo endInfo( m_info, m_assertions, m_timer.getElapsedSeconds() );
+ if( std::uncaught_exception() )
+ getResultCapture().sectionEndedEarly( endInfo );
+ else
+ getResultCapture().sectionEnded( endInfo );
+ }
+ }
+
+ // This indicates whether the section should be executed or not
+ Section::operator bool() const {
+ return m_sectionIncluded;
+ }
+
+} // end namespace Catch
+
+// #included from: catch_debugger.hpp
+#define TWOBLUECUBES_CATCH_DEBUGGER_HPP_INCLUDED
+
+#ifdef CATCH_PLATFORM_MAC
+
+ #include <assert.h>
+ #include <stdbool.h>
+ #include <sys/types.h>
+ #include <unistd.h>
+ #include <sys/sysctl.h>
+
+ namespace Catch{
+
+ // The following function is taken directly from the following technical note:
+ // http://developer.apple.com/library/mac/#qa/qa2004/qa1361.html
+
+ // Returns true if the current process is being debugged (either
+ // running under the debugger or has a debugger attached post facto).
+ bool isDebuggerActive(){
+
+ int mib[4];
+ struct kinfo_proc info;
+ size_t size;
+
+ // Initialize the flags so that, if sysctl fails for some bizarre
+ // reason, we get a predictable result.
+
+ info.kp_proc.p_flag = 0;
+
+ // Initialize mib, which tells sysctl the info we want, in this case
+ // we're looking for information about a specific process ID.
+
+ mib[0] = CTL_KERN;
+ mib[1] = KERN_PROC;
+ mib[2] = KERN_PROC_PID;
+ mib[3] = getpid();
+
+ // Call sysctl.
+
+ size = sizeof(info);
+ if( sysctl(mib, sizeof(mib) / sizeof(*mib), &info, &size, CATCH_NULL, 0) != 0 ) {
+ Catch::cerr() << "\n** Call to sysctl failed - unable to determine if debugger is active **\n" << std::endl;
+ return false;
+ }
+
+ // We're being debugged if the P_TRACED flag is set.
+
+ return ( (info.kp_proc.p_flag & P_TRACED) != 0 );
+ }
+ } // namespace Catch
+
+#elif defined(CATCH_PLATFORM_LINUX)
+ #include <fstream>
+ #include <string>
+
+ namespace Catch{
+ // The standard POSIX way of detecting a debugger is to attempt to
+ // ptrace() the process, but this needs to be done from a child and not
+ // this process itself to still allow attaching to this process later
+ // if wanted, so is rather heavy. Under Linux we have the PID of the
+ // "debugger" (which doesn't need to be gdb, of course, it could also
+ // be strace, for example) in /proc/$PID/status, so just get it from
+ // there instead.
+ bool isDebuggerActive(){
+ std::ifstream in("/proc/self/status");
+ for( std::string line; std::getline(in, line); ) {
+ static const int PREFIX_LEN = 11;
+ if( line.compare(0, PREFIX_LEN, "TracerPid:\t") == 0 ) {
+ // We're traced if the PID is not 0 and no other PID starts
+ // with 0 digit, so it's enough to check for just a single
+ // character.
+ return line.length() > PREFIX_LEN && line[PREFIX_LEN] != '0';
+ }
+ }
+
+ return false;
+ }
+ } // namespace Catch
+#elif defined(_MSC_VER)
+ extern "C" __declspec(dllimport) int __stdcall IsDebuggerPresent();
+ namespace Catch {
+ bool isDebuggerActive() {
+ return IsDebuggerPresent() != 0;
+ }
+ }
+#elif defined(__MINGW32__)
+ extern "C" __declspec(dllimport) int __stdcall IsDebuggerPresent();
+ namespace Catch {
+ bool isDebuggerActive() {
+ return IsDebuggerPresent() != 0;
+ }
+ }
+#else
+ namespace Catch {
+ inline bool isDebuggerActive() { return false; }
+ }
+#endif // Platform
+
+#ifdef CATCH_PLATFORM_WINDOWS
+
+ namespace Catch {
+ void writeToDebugConsole( std::string const& text ) {
+ ::OutputDebugStringA( text.c_str() );
+ }
+ }
+#else
+ namespace Catch {
+ void writeToDebugConsole( std::string const& text ) {
+ // !TBD: Need a version for Mac/ XCode and other IDEs
+ Catch::cout() << text;
+ }
+ }
+#endif // Platform
+
+// #included from: catch_tostring.hpp
+#define TWOBLUECUBES_CATCH_TOSTRING_HPP_INCLUDED
+
+namespace Catch {
+
+namespace Detail {
+
+ const std::string unprintableString = "{?}";
+
+ namespace {
+ const int hexThreshold = 255;
+
+ struct Endianness {
+ enum Arch { Big, Little };
+
+ static Arch which() {
+ union _{
+ int asInt;
+ char asChar[sizeof (int)];
+ } u;
+
+ u.asInt = 1;
+ return ( u.asChar[sizeof(int)-1] == 1 ) ? Big : Little;
+ }
+ };
+ }
+
+ std::string rawMemoryToString( const void *object, std::size_t size )
+ {
+ // Reverse order for little endian architectures
+ int i = 0, end = static_cast<int>( size ), inc = 1;
+ if( Endianness::which() == Endianness::Little ) {
+ i = end-1;
+ end = inc = -1;
+ }
+
+ unsigned char const *bytes = static_cast<unsigned char const *>(object);
+ std::ostringstream os;
+ os << "0x" << std::setfill('0') << std::hex;
+ for( ; i != end; i += inc )
+ os << std::setw(2) << static_cast<unsigned>(bytes[i]);
+ return os.str();
+ }
+}
+
+std::string toString( std::string const& value ) {
+ std::string s = value;
+ if( getCurrentContext().getConfig()->showInvisibles() ) {
+ for(size_t i = 0; i < s.size(); ++i ) {
+ std::string subs;
+ switch( s[i] ) {
+ case '\n': subs = "\\n"; break;
+ case '\t': subs = "\\t"; break;
+ default: break;
+ }
+ if( !subs.empty() ) {
+ s = s.substr( 0, i ) + subs + s.substr( i+1 );
+ ++i;
+ }
+ }
+ }
+ return '"' + s + '"';
+}
+std::string toString( std::wstring const& value ) {
+
+ std::string s;
+ s.reserve( value.size() );
+ for(size_t i = 0; i < value.size(); ++i )
+ s += value[i] <= 0xff ? static_cast<char>( value[i] ) : '?';
+ return Catch::toString( s );
+}
+
+std::string toString( const char* const value ) {
+ return value ? Catch::toString( std::string( value ) ) : std::string( "{null string}" );
+}
+
+std::string toString( char* const value ) {
+ return Catch::toString( static_cast<const char*>( value ) );
+}
+
+std::string toString( const wchar_t* const value )
+{
+ return value ? Catch::toString( std::wstring(value) ) : std::string( "{null string}" );
+}
+
+std::string toString( wchar_t* const value )
+{
+ return Catch::toString( static_cast<const wchar_t*>( value ) );
+}
+
+std::string toString( int value ) {
+ std::ostringstream oss;
+ oss << value;
+ if( value > Detail::hexThreshold )
+ oss << " (0x" << std::hex << value << ')';
+ return oss.str();
+}
+
+std::string toString( unsigned long value ) {
+ std::ostringstream oss;
+ oss << value;
+ if( value > Detail::hexThreshold )
+ oss << " (0x" << std::hex << value << ')';
+ return oss.str();
+}
+
+std::string toString( unsigned int value ) {
+ return Catch::toString( static_cast<unsigned long>( value ) );
+}
+
+template<typename T>
+std::string fpToString( T value, int precision ) {
+ std::ostringstream oss;
+ oss << std::setprecision( precision )
+ << std::fixed
+ << value;
+ std::string d = oss.str();
+ std::size_t i = d.find_last_not_of( '0' );
+ if( i != std::string::npos && i != d.size()-1 ) {
+ if( d[i] == '.' )
+ i++;
+ d = d.substr( 0, i+1 );
+ }
+ return d;
+}
+
+std::string toString( const double value ) {
+ return fpToString( value, 10 );
+}
+std::string toString( const float value ) {
+ return fpToString( value, 5 ) + 'f';
+}
+
+std::string toString( bool value ) {
+ return value ? "true" : "false";
+}
+
+std::string toString( char value ) {
+ if ( value == '\r' )
+ return "'\\r'";
+ if ( value == '\f' )
+ return "'\\f'";
+ if ( value == '\n' )
+ return "'\\n'";
+ if ( value == '\t' )
+ return "'\\t'";
+ if ( '\0' <= value && value < ' ' )
+ return toString( static_cast<unsigned int>( value ) );
+ char chstr[] = "' '";
+ chstr[1] = value;
+ return chstr;
+}
+
+std::string toString( signed char value ) {
+ return toString( static_cast<char>( value ) );
+}
+
+std::string toString( unsigned char value ) {
+ return toString( static_cast<char>( value ) );
+}
+
+#ifdef CATCH_CONFIG_CPP11_LONG_LONG
+std::string toString( long long value ) {
+ std::ostringstream oss;
+ oss << value;
+ if( value > Detail::hexThreshold )
+ oss << " (0x" << std::hex << value << ')';
+ return oss.str();
+}
+std::string toString( unsigned long long value ) {
+ std::ostringstream oss;
+ oss << value;
+ if( value > Detail::hexThreshold )
+ oss << " (0x" << std::hex << value << ')';
+ return oss.str();
+}
+#endif
+
+#ifdef CATCH_CONFIG_CPP11_NULLPTR
+std::string toString( std::nullptr_t ) {
+ return "nullptr";
+}
+#endif
+
+#ifdef __OBJC__
+ std::string toString( NSString const * const& nsstring ) {
+ if( !nsstring )
+ return "nil";
+ return "@" + toString([nsstring UTF8String]);
+ }
+ std::string toString( NSString * CATCH_ARC_STRONG const& nsstring ) {
+ if( !nsstring )
+ return "nil";
+ return "@" + toString([nsstring UTF8String]);
+ }
+ std::string toString( NSObject* const& nsObject ) {
+ return toString( [nsObject description] );
+ }
+#endif
+
+} // end namespace Catch
+
+// #included from: catch_result_builder.hpp
+#define TWOBLUECUBES_CATCH_RESULT_BUILDER_HPP_INCLUDED
+
+namespace Catch {
+
+ std::string capturedExpressionWithSecondArgument( std::string const& capturedExpression, std::string const& secondArg ) {
+ return secondArg.empty() || secondArg == "\"\""
+ ? capturedExpression
+ : capturedExpression + ", " + secondArg;
+ }
+ ResultBuilder::ResultBuilder( char const* macroName,
+ SourceLineInfo const& lineInfo,
+ char const* capturedExpression,
+ ResultDisposition::Flags resultDisposition,
+ char const* secondArg )
+ : m_assertionInfo( macroName, lineInfo, capturedExpressionWithSecondArgument( capturedExpression, secondArg ), resultDisposition ),
+ m_shouldDebugBreak( false ),
+ m_shouldThrow( false )
+ {}
+
+ ResultBuilder& ResultBuilder::setResultType( ResultWas::OfType result ) {
+ m_data.resultType = result;
+ return *this;
+ }
+ ResultBuilder& ResultBuilder::setResultType( bool result ) {
+ m_data.resultType = result ? ResultWas::Ok : ResultWas::ExpressionFailed;
+ return *this;
+ }
+
+ void ResultBuilder::endExpression( DecomposedExpression const& expr ) {
+ AssertionResult result = build( expr );
+ handleResult( result );
+ }
+
+ void ResultBuilder::useActiveException( ResultDisposition::Flags resultDisposition ) {
+ m_assertionInfo.resultDisposition = resultDisposition;
+ m_stream.oss << Catch::translateActiveException();
+ captureResult( ResultWas::ThrewException );
+ }
+
+ void ResultBuilder::captureResult( ResultWas::OfType resultType ) {
+ setResultType( resultType );
+ captureExpression();
+ }
+
+ void ResultBuilder::captureExpectedException( std::string const& expectedMessage ) {
+ if( expectedMessage.empty() )
+ captureExpectedException( Matchers::Impl::MatchAllOf<std::string>() );
+ else
+ captureExpectedException( Matchers::Equals( expectedMessage ) );
+ }
+
+ void ResultBuilder::captureExpectedException( Matchers::Impl::MatcherBase<std::string> const& matcher ) {
+
+ assert( !isFalseTest( m_assertionInfo.resultDisposition ) );
+ AssertionResultData data = m_data;
+ data.resultType = ResultWas::Ok;
+ data.reconstructedExpression = m_assertionInfo.capturedExpression;
+
+ std::string actualMessage = Catch::translateActiveException();
+ if( !matcher.match( actualMessage ) ) {
+ data.resultType = ResultWas::ExpressionFailed;
+ data.reconstructedExpression = actualMessage;
+ }
+ AssertionResult result( m_assertionInfo, data );
+ handleResult( result );
+ }
+
+ void ResultBuilder::captureExpression() {
+ AssertionResult result = build();
+ handleResult( result );
+ }
+
+ void ResultBuilder::handleResult( AssertionResult const& result )
+ {
+ getResultCapture().assertionEnded( result );
+
+ if( !result.isOk() ) {
+ if( getCurrentContext().getConfig()->shouldDebugBreak() )
+ m_shouldDebugBreak = true;
+ if( getCurrentContext().getRunner()->aborting() || (m_assertionInfo.resultDisposition & ResultDisposition::Normal) )
+ m_shouldThrow = true;
+ }
+ }
+
+ void ResultBuilder::react() {
+#if defined(CATCH_CONFIG_FAST_COMPILE)
+ if (m_shouldDebugBreak) {
+ ///////////////////////////////////////////////////////////////////
+ // To inspect the state during test, you need to go one level up the callstack
+ // To go back to the test and change execution, jump over the throw statement
+ ///////////////////////////////////////////////////////////////////
+ CATCH_BREAK_INTO_DEBUGGER();
+ }
+#endif
+ if( m_shouldThrow )
+ throw Catch::TestFailureException();
+ }
+
+ bool ResultBuilder::shouldDebugBreak() const { return m_shouldDebugBreak; }
+ bool ResultBuilder::allowThrows() const { return getCurrentContext().getConfig()->allowThrows(); }
+
+ AssertionResult ResultBuilder::build() const
+ {
+ return build( *this );
+ }
+
+ // CAVEAT: The returned AssertionResult stores a pointer to the argument expr,
+ // a temporary DecomposedExpression, which in turn holds references to
+ // operands, possibly temporary as well.
+ // It should immediately be passed to handleResult; if the expression
+ // needs to be reported, its string expansion must be composed before
+ // the temporaries are destroyed.
+ AssertionResult ResultBuilder::build( DecomposedExpression const& expr ) const
+ {
+ assert( m_data.resultType != ResultWas::Unknown );
+ AssertionResultData data = m_data;
+
+ // Flip bool results if FalseTest flag is set
+ if( isFalseTest( m_assertionInfo.resultDisposition ) ) {
+ data.negate( expr.isBinaryExpression() );
+ }
+
+ data.message = m_stream.oss.str();
+ data.decomposedExpression = &expr; // for lazy reconstruction
+ return AssertionResult( m_assertionInfo, data );
+ }
+
+ void ResultBuilder::reconstructExpression( std::string& dest ) const {
+ dest = m_assertionInfo.capturedExpression;
+ }
+
+} // end namespace Catch
+
+// #included from: catch_tag_alias_registry.hpp
+#define TWOBLUECUBES_CATCH_TAG_ALIAS_REGISTRY_HPP_INCLUDED
+
+// #included from: catch_tag_alias_registry.h
+#define TWOBLUECUBES_CATCH_TAG_ALIAS_REGISTRY_H_INCLUDED
+
+#include <map>
+
+namespace Catch {
+
+ class TagAliasRegistry : public ITagAliasRegistry {
+ public:
+ virtual ~TagAliasRegistry();
+ virtual Option<TagAlias> find( std::string const& alias ) const;
+ virtual std::string expandAliases( std::string const& unexpandedTestSpec ) const;
+ void add( char const* alias, char const* tag, SourceLineInfo const& lineInfo );
+ static TagAliasRegistry& get();
+
+ private:
+ std::map<std::string, TagAlias> m_registry;
+ };
+
+} // end namespace Catch
+
+namespace Catch {
+
+ TagAliasRegistry::~TagAliasRegistry() {}
+
+ Option<TagAlias> TagAliasRegistry::find( std::string const& alias ) const {
+ std::map<std::string, TagAlias>::const_iterator it = m_registry.find( alias );
+ if( it != m_registry.end() )
+ return it->second;
+ else
+ return Option<TagAlias>();
+ }
+
+ std::string TagAliasRegistry::expandAliases( std::string const& unexpandedTestSpec ) const {
+ std::string expandedTestSpec = unexpandedTestSpec;
+ for( std::map<std::string, TagAlias>::const_iterator it = m_registry.begin(), itEnd = m_registry.end();
+ it != itEnd;
+ ++it ) {
+ std::size_t pos = expandedTestSpec.find( it->first );
+ if( pos != std::string::npos ) {
+ expandedTestSpec = expandedTestSpec.substr( 0, pos ) +
+ it->second.tag +
+ expandedTestSpec.substr( pos + it->first.size() );
+ }
+ }
+ return expandedTestSpec;
+ }
+
+ void TagAliasRegistry::add( char const* alias, char const* tag, SourceLineInfo const& lineInfo ) {
+
+ if( !startsWith( alias, "[@" ) || !endsWith( alias, ']' ) ) {
+ std::ostringstream oss;
+ oss << "error: tag alias, \"" << alias << "\" is not of the form [@alias name].\n" << lineInfo;
+ throw std::domain_error( oss.str().c_str() );
+ }
+ if( !m_registry.insert( std::make_pair( alias, TagAlias( tag, lineInfo ) ) ).second ) {
+ std::ostringstream oss;
+ oss << "error: tag alias, \"" << alias << "\" already registered.\n"
+ << "\tFirst seen at " << find(alias)->lineInfo << '\n'
+ << "\tRedefined at " << lineInfo;
+ throw std::domain_error( oss.str().c_str() );
+ }
+ }
+
+ TagAliasRegistry& TagAliasRegistry::get() {
+ static TagAliasRegistry instance;
+ return instance;
+
+ }
+
+ ITagAliasRegistry::~ITagAliasRegistry() {}
+ ITagAliasRegistry const& ITagAliasRegistry::get() { return TagAliasRegistry::get(); }
+
+ RegistrarForTagAliases::RegistrarForTagAliases( char const* alias, char const* tag, SourceLineInfo const& lineInfo ) {
+ try {
+ TagAliasRegistry::get().add( alias, tag, lineInfo );
+ }
+ catch( std::exception& ex ) {
+ Colour colourGuard( Colour::Red );
+ Catch::cerr() << ex.what() << std::endl;
+ exit(1);
+ }
+ }
+
+} // end namespace Catch
+
+// #included from: catch_matchers_string.hpp
+
+namespace Catch {
+namespace Matchers {
+
+ namespace StdString {
+
+ CasedString::CasedString( std::string const& str, CaseSensitive::Choice caseSensitivity )
+ : m_caseSensitivity( caseSensitivity ),
+ m_str( adjustString( str ) )
+ {}
+ std::string CasedString::adjustString( std::string const& str ) const {
+ return m_caseSensitivity == CaseSensitive::No
+ ? toLower( str )
+ : str;
+ }
+ std::string CasedString::caseSensitivitySuffix() const {
+ return m_caseSensitivity == CaseSensitive::No
+ ? " (case insensitive)"
+ : std::string();
+ }
+
+ StringMatcherBase::StringMatcherBase( std::string operation, CasedString const& comparator )
+ : m_comparator( comparator ),
+ m_operation( operation ) {
+ }
+
+ std::string StringMatcherBase::describe() const {
+ std::string description;
+ description.reserve(5 + m_operation.size() + m_comparator.m_str.size() +
+ m_comparator.caseSensitivitySuffix().size());
+ description += m_operation;
+ description += ": \"";
+ description += m_comparator.m_str;
+ description += "\"";
+ description += m_comparator.caseSensitivitySuffix();
+ return description;
+ }
+
+ EqualsMatcher::EqualsMatcher( CasedString const& comparator ) : StringMatcherBase( "equals", comparator ) {}
+
+ bool EqualsMatcher::match( std::string const& source ) const {
+ return m_comparator.adjustString( source ) == m_comparator.m_str;
+ }
+
+ ContainsMatcher::ContainsMatcher( CasedString const& comparator ) : StringMatcherBase( "contains", comparator ) {}
+
+ bool ContainsMatcher::match( std::string const& source ) const {
+ return contains( m_comparator.adjustString( source ), m_comparator.m_str );
+ }
+
+ StartsWithMatcher::StartsWithMatcher( CasedString const& comparator ) : StringMatcherBase( "starts with", comparator ) {}
+
+ bool StartsWithMatcher::match( std::string const& source ) const {
+ return startsWith( m_comparator.adjustString( source ), m_comparator.m_str );
+ }
+
+ EndsWithMatcher::EndsWithMatcher( CasedString const& comparator ) : StringMatcherBase( "ends with", comparator ) {}
+
+ bool EndsWithMatcher::match( std::string const& source ) const {
+ return endsWith( m_comparator.adjustString( source ), m_comparator.m_str );
+ }
+
+ } // namespace StdString
+
+ StdString::EqualsMatcher Equals( std::string const& str, CaseSensitive::Choice caseSensitivity ) {
+ return StdString::EqualsMatcher( StdString::CasedString( str, caseSensitivity) );
+ }
+ StdString::ContainsMatcher Contains( std::string const& str, CaseSensitive::Choice caseSensitivity ) {
+ return StdString::ContainsMatcher( StdString::CasedString( str, caseSensitivity) );
+ }
+ StdString::EndsWithMatcher EndsWith( std::string const& str, CaseSensitive::Choice caseSensitivity ) {
+ return StdString::EndsWithMatcher( StdString::CasedString( str, caseSensitivity) );
+ }
+ StdString::StartsWithMatcher StartsWith( std::string const& str, CaseSensitive::Choice caseSensitivity ) {
+ return StdString::StartsWithMatcher( StdString::CasedString( str, caseSensitivity) );
+ }
+
+} // namespace Matchers
+} // namespace Catch
+// #included from: ../reporters/catch_reporter_multi.hpp
+#define TWOBLUECUBES_CATCH_REPORTER_MULTI_HPP_INCLUDED
+
+namespace Catch {
+
+class MultipleReporters : public SharedImpl<IStreamingReporter> {
+ typedef std::vector<Ptr<IStreamingReporter> > Reporters;
+ Reporters m_reporters;
+
+public:
+ void add( Ptr<IStreamingReporter> const& reporter ) {
+ m_reporters.push_back( reporter );
+ }
+
+public: // IStreamingReporter
+
+ virtual ReporterPreferences getPreferences() const CATCH_OVERRIDE {
+ return m_reporters[0]->getPreferences();
+ }
+
+ virtual void noMatchingTestCases( std::string const& spec ) CATCH_OVERRIDE {
+ for( Reporters::const_iterator it = m_reporters.begin(), itEnd = m_reporters.end();
+ it != itEnd;
+ ++it )
+ (*it)->noMatchingTestCases( spec );
+ }
+
+ virtual void testRunStarting( TestRunInfo const& testRunInfo ) CATCH_OVERRIDE {
+ for( Reporters::const_iterator it = m_reporters.begin(), itEnd = m_reporters.end();
+ it != itEnd;
+ ++it )
+ (*it)->testRunStarting( testRunInfo );
+ }
+
+ virtual void testGroupStarting( GroupInfo const& groupInfo ) CATCH_OVERRIDE {
+ for( Reporters::const_iterator it = m_reporters.begin(), itEnd = m_reporters.end();
+ it != itEnd;
+ ++it )
+ (*it)->testGroupStarting( groupInfo );
+ }
+
+ virtual void testCaseStarting( TestCaseInfo const& testInfo ) CATCH_OVERRIDE {
+ for( Reporters::const_iterator it = m_reporters.begin(), itEnd = m_reporters.end();
+ it != itEnd;
+ ++it )
+ (*it)->testCaseStarting( testInfo );
+ }
+
+ virtual void sectionStarting( SectionInfo const& sectionInfo ) CATCH_OVERRIDE {
+ for( Reporters::const_iterator it = m_reporters.begin(), itEnd = m_reporters.end();
+ it != itEnd;
+ ++it )
+ (*it)->sectionStarting( sectionInfo );
+ }
+
+ virtual void assertionStarting( AssertionInfo const& assertionInfo ) CATCH_OVERRIDE {
+ for( Reporters::const_iterator it = m_reporters.begin(), itEnd = m_reporters.end();
+ it != itEnd;
+ ++it )
+ (*it)->assertionStarting( assertionInfo );
+ }
+
+ // The return value indicates if the messages buffer should be cleared:
+ virtual bool assertionEnded( AssertionStats const& assertionStats ) CATCH_OVERRIDE {
+ bool clearBuffer = false;
+ for( Reporters::const_iterator it = m_reporters.begin(), itEnd = m_reporters.end();
+ it != itEnd;
+ ++it )
+ clearBuffer |= (*it)->assertionEnded( assertionStats );
+ return clearBuffer;
+ }
+
+ virtual void sectionEnded( SectionStats const& sectionStats ) CATCH_OVERRIDE {
+ for( Reporters::const_iterator it = m_reporters.begin(), itEnd = m_reporters.end();
+ it != itEnd;
+ ++it )
+ (*it)->sectionEnded( sectionStats );
+ }
+
+ virtual void testCaseEnded( TestCaseStats const& testCaseStats ) CATCH_OVERRIDE {
+ for( Reporters::const_iterator it = m_reporters.begin(), itEnd = m_reporters.end();
+ it != itEnd;
+ ++it )
+ (*it)->testCaseEnded( testCaseStats );
+ }
+
+ virtual void testGroupEnded( TestGroupStats const& testGroupStats ) CATCH_OVERRIDE {
+ for( Reporters::const_iterator it = m_reporters.begin(), itEnd = m_reporters.end();
+ it != itEnd;
+ ++it )
+ (*it)->testGroupEnded( testGroupStats );
+ }
+
+ virtual void testRunEnded( TestRunStats const& testRunStats ) CATCH_OVERRIDE {
+ for( Reporters::const_iterator it = m_reporters.begin(), itEnd = m_reporters.end();
+ it != itEnd;
+ ++it )
+ (*it)->testRunEnded( testRunStats );
+ }
+
+ virtual void skipTest( TestCaseInfo const& testInfo ) CATCH_OVERRIDE {
+ for( Reporters::const_iterator it = m_reporters.begin(), itEnd = m_reporters.end();
+ it != itEnd;
+ ++it )
+ (*it)->skipTest( testInfo );
+ }
+
+ virtual MultipleReporters* tryAsMulti() CATCH_OVERRIDE {
+ return this;
+ }
+
+};
+
+Ptr<IStreamingReporter> addReporter( Ptr<IStreamingReporter> const& existingReporter, Ptr<IStreamingReporter> const& additionalReporter ) {
+ Ptr<IStreamingReporter> resultingReporter;
+
+ if( existingReporter ) {
+ MultipleReporters* multi = existingReporter->tryAsMulti();
+ if( !multi ) {
+ multi = new MultipleReporters;
+ resultingReporter = Ptr<IStreamingReporter>( multi );
+ if( existingReporter )
+ multi->add( existingReporter );
+ }
+ else
+ resultingReporter = existingReporter;
+ multi->add( additionalReporter );
+ }
+ else
+ resultingReporter = additionalReporter;
+
+ return resultingReporter;
+}
+
+} // end namespace Catch
+
+// #included from: ../reporters/catch_reporter_xml.hpp
+#define TWOBLUECUBES_CATCH_REPORTER_XML_HPP_INCLUDED
+
+// #included from: catch_reporter_bases.hpp
+#define TWOBLUECUBES_CATCH_REPORTER_BASES_HPP_INCLUDED
+
+#include <cstring>
+#include <assert.h>
+
+namespace Catch {
+
+ struct StreamingReporterBase : SharedImpl<IStreamingReporter> {
+
+ StreamingReporterBase( ReporterConfig const& _config )
+ : m_config( _config.fullConfig() ),
+ stream( _config.stream() )
+ {
+ m_reporterPrefs.shouldRedirectStdOut = false;
+ }
+
+ virtual ReporterPreferences getPreferences() const CATCH_OVERRIDE {
+ return m_reporterPrefs;
+ }
+
+ virtual ~StreamingReporterBase() CATCH_OVERRIDE;
+
+ virtual void noMatchingTestCases( std::string const& ) CATCH_OVERRIDE {}
+
+ virtual void testRunStarting( TestRunInfo const& _testRunInfo ) CATCH_OVERRIDE {
+ currentTestRunInfo = _testRunInfo;
+ }
+ virtual void testGroupStarting( GroupInfo const& _groupInfo ) CATCH_OVERRIDE {
+ currentGroupInfo = _groupInfo;
+ }
+
+ virtual void testCaseStarting( TestCaseInfo const& _testInfo ) CATCH_OVERRIDE {
+ currentTestCaseInfo = _testInfo;
+ }
+ virtual void sectionStarting( SectionInfo const& _sectionInfo ) CATCH_OVERRIDE {
+ m_sectionStack.push_back( _sectionInfo );
+ }
+
+ virtual void sectionEnded( SectionStats const& /* _sectionStats */ ) CATCH_OVERRIDE {
+ m_sectionStack.pop_back();
+ }
+ virtual void testCaseEnded( TestCaseStats const& /* _testCaseStats */ ) CATCH_OVERRIDE {
+ currentTestCaseInfo.reset();
+ }
+ virtual void testGroupEnded( TestGroupStats const& /* _testGroupStats */ ) CATCH_OVERRIDE {
+ currentGroupInfo.reset();
+ }
+ virtual void testRunEnded( TestRunStats const& /* _testRunStats */ ) CATCH_OVERRIDE {
+ currentTestCaseInfo.reset();
+ currentGroupInfo.reset();
+ currentTestRunInfo.reset();
+ }
+
+ virtual void skipTest( TestCaseInfo const& ) CATCH_OVERRIDE {
+ // Don't do anything with this by default.
+ // It can optionally be overridden in the derived class.
+ }
+
+ Ptr<IConfig const> m_config;
+ std::ostream& stream;
+
+ LazyStat<TestRunInfo> currentTestRunInfo;
+ LazyStat<GroupInfo> currentGroupInfo;
+ LazyStat<TestCaseInfo> currentTestCaseInfo;
+
+ std::vector<SectionInfo> m_sectionStack;
+ ReporterPreferences m_reporterPrefs;
+ };
+
+ struct CumulativeReporterBase : SharedImpl<IStreamingReporter> {
+ template<typename T, typename ChildNodeT>
+ struct Node : SharedImpl<> {
+ explicit Node( T const& _value ) : value( _value ) {}
+ virtual ~Node() {}
+
+ typedef std::vector<Ptr<ChildNodeT> > ChildNodes;
+ T value;
+ ChildNodes children;
+ };
+ struct SectionNode : SharedImpl<> {
+ explicit SectionNode( SectionStats const& _stats ) : stats( _stats ) {}
+ virtual ~SectionNode();
+
+ bool operator == ( SectionNode const& other ) const {
+ return stats.sectionInfo.lineInfo == other.stats.sectionInfo.lineInfo;
+ }
+ bool operator == ( Ptr<SectionNode> const& other ) const {
+ return operator==( *other );
+ }
+
+ SectionStats stats;
+ typedef std::vector<Ptr<SectionNode> > ChildSections;
+ typedef std::vector<AssertionStats> Assertions;
+ ChildSections childSections;
+ Assertions assertions;
+ std::string stdOut;
+ std::string stdErr;
+ };
+
+ struct BySectionInfo {
+ BySectionInfo( SectionInfo const& other ) : m_other( other ) {}
+ BySectionInfo( BySectionInfo const& other ) : m_other( other.m_other ) {}
+ bool operator() ( Ptr<SectionNode> const& node ) const {
+ return node->stats.sectionInfo.lineInfo == m_other.lineInfo;
+ }
+ private:
+ void operator=( BySectionInfo const& );
+ SectionInfo const& m_other;
+ };
+
+ typedef Node<TestCaseStats, SectionNode> TestCaseNode;
+ typedef Node<TestGroupStats, TestCaseNode> TestGroupNode;
+ typedef Node<TestRunStats, TestGroupNode> TestRunNode;
+
+ CumulativeReporterBase( ReporterConfig const& _config )
+ : m_config( _config.fullConfig() ),
+ stream( _config.stream() )
+ {
+ m_reporterPrefs.shouldRedirectStdOut = false;
+ }
+ ~CumulativeReporterBase();
+
+ virtual ReporterPreferences getPreferences() const CATCH_OVERRIDE {
+ return m_reporterPrefs;
+ }
+
+ virtual void testRunStarting( TestRunInfo const& ) CATCH_OVERRIDE {}
+ virtual void testGroupStarting( GroupInfo const& ) CATCH_OVERRIDE {}
+
+ virtual void testCaseStarting( TestCaseInfo const& ) CATCH_OVERRIDE {}
+
+ virtual void sectionStarting( SectionInfo const& sectionInfo ) CATCH_OVERRIDE {
+ SectionStats incompleteStats( sectionInfo, Counts(), 0, false );
+ Ptr<SectionNode> node;
+ if( m_sectionStack.empty() ) {
+ if( !m_rootSection )
+ m_rootSection = new SectionNode( incompleteStats );
+ node = m_rootSection;
+ }
+ else {
+ SectionNode& parentNode = *m_sectionStack.back();
+ SectionNode::ChildSections::const_iterator it =
+ std::find_if( parentNode.childSections.begin(),
+ parentNode.childSections.end(),
+ BySectionInfo( sectionInfo ) );
+ if( it == parentNode.childSections.end() ) {
+ node = new SectionNode( incompleteStats );
+ parentNode.childSections.push_back( node );
+ }
+ else
+ node = *it;
+ }
+ m_sectionStack.push_back( node );
+ m_deepestSection = node;
+ }
+
+ virtual void assertionStarting( AssertionInfo const& ) CATCH_OVERRIDE {}
+
+ virtual bool assertionEnded( AssertionStats const& assertionStats ) CATCH_OVERRIDE {
+ assert( !m_sectionStack.empty() );
+ SectionNode& sectionNode = *m_sectionStack.back();
+ sectionNode.assertions.push_back( assertionStats );
+ // AssertionResult holds a pointer to a temporary DecomposedExpression,
+ // which getExpandedExpression() calls to build the expression string.
+ // Our section stack copy of the assertionResult will likely outlive the
+ // temporary, so it must be expanded or discarded now to avoid calling
+ // a destroyed object later.
+ prepareExpandedExpression( sectionNode.assertions.back().assertionResult );
+ return true;
+ }
+ virtual void sectionEnded( SectionStats const& sectionStats ) CATCH_OVERRIDE {
+ assert( !m_sectionStack.empty() );
+ SectionNode& node = *m_sectionStack.back();
+ node.stats = sectionStats;
+ m_sectionStack.pop_back();
+ }
+ virtual void testCaseEnded( TestCaseStats const& testCaseStats ) CATCH_OVERRIDE {
+ Ptr<TestCaseNode> node = new TestCaseNode( testCaseStats );
+ assert( m_sectionStack.size() == 0 );
+ node->children.push_back( m_rootSection );
+ m_testCases.push_back( node );
+ m_rootSection.reset();
+
+ assert( m_deepestSection );
+ m_deepestSection->stdOut = testCaseStats.stdOut;
+ m_deepestSection->stdErr = testCaseStats.stdErr;
+ }
+ virtual void testGroupEnded( TestGroupStats const& testGroupStats ) CATCH_OVERRIDE {
+ Ptr<TestGroupNode> node = new TestGroupNode( testGroupStats );
+ node->children.swap( m_testCases );
+ m_testGroups.push_back( node );
+ }
+ virtual void testRunEnded( TestRunStats const& testRunStats ) CATCH_OVERRIDE {
+ Ptr<TestRunNode> node = new TestRunNode( testRunStats );
+ node->children.swap( m_testGroups );
+ m_testRuns.push_back( node );
+ testRunEndedCumulative();
+ }
+ virtual void testRunEndedCumulative() = 0;
+
+ virtual void skipTest( TestCaseInfo const& ) CATCH_OVERRIDE {}
+
+ virtual void prepareExpandedExpression( AssertionResult& result ) const {
+ if( result.isOk() )
+ result.discardDecomposedExpression();
+ else
+ result.expandDecomposedExpression();
+ }
+
+ Ptr<IConfig const> m_config;
+ std::ostream& stream;
+ std::vector<AssertionStats> m_assertions;
+ std::vector<std::vector<Ptr<SectionNode> > > m_sections;
+ std::vector<Ptr<TestCaseNode> > m_testCases;
+ std::vector<Ptr<TestGroupNode> > m_testGroups;
+
+ std::vector<Ptr<TestRunNode> > m_testRuns;
+
+ Ptr<SectionNode> m_rootSection;
+ Ptr<SectionNode> m_deepestSection;
+ std::vector<Ptr<SectionNode> > m_sectionStack;
+ ReporterPreferences m_reporterPrefs;
+
+ };
+
+ template<char C>
+ char const* getLineOfChars() {
+ static char line[CATCH_CONFIG_CONSOLE_WIDTH] = {0};
+ if( !*line ) {
+ std::memset( line, C, CATCH_CONFIG_CONSOLE_WIDTH-1 );
+ line[CATCH_CONFIG_CONSOLE_WIDTH-1] = 0;
+ }
+ return line;
+ }
+
+ struct TestEventListenerBase : StreamingReporterBase {
+ TestEventListenerBase( ReporterConfig const& _config )
+ : StreamingReporterBase( _config )
+ {}
+
+ virtual void assertionStarting( AssertionInfo const& ) CATCH_OVERRIDE {}
+ virtual bool assertionEnded( AssertionStats const& ) CATCH_OVERRIDE {
+ return false;
+ }
+ };
+
+} // end namespace Catch
+
+// #included from: ../internal/catch_reporter_registrars.hpp
+#define TWOBLUECUBES_CATCH_REPORTER_REGISTRARS_HPP_INCLUDED
+
+namespace Catch {
+
+ template<typename T>
+ class LegacyReporterRegistrar {
+
+ class ReporterFactory : public IReporterFactory {
+ virtual IStreamingReporter* create( ReporterConfig const& config ) const {
+ return new LegacyReporterAdapter( new T( config ) );
+ }
+
+ virtual std::string getDescription() const {
+ return T::getDescription();
+ }
+ };
+
+ public:
+
+ LegacyReporterRegistrar( std::string const& name ) {
+ getMutableRegistryHub().registerReporter( name, new ReporterFactory() );
+ }
+ };
+
+ template<typename T>
+ class ReporterRegistrar {
+
+ class ReporterFactory : public SharedImpl<IReporterFactory> {
+
+ // *** Please Note ***:
+ // - If you end up here looking at a compiler error because it's trying to register
+ // your custom reporter class be aware that the native reporter interface has changed
+ // to IStreamingReporter. The "legacy" interface, IReporter, is still supported via
+ // an adapter. Just use REGISTER_LEGACY_REPORTER to take advantage of the adapter.
+ // However please consider updating to the new interface as the old one is now
+ // deprecated and will probably be removed quite soon!
+ // Please contact me via github if you have any questions at all about this.
+ // In fact, ideally, please contact me anyway to let me know you've hit this - as I have
+ // no idea who is actually using custom reporters at all (possibly no-one!).
+ // The new interface is designed to minimise exposure to interface changes in the future.
+ virtual IStreamingReporter* create( ReporterConfig const& config ) const {
+ return new T( config );
+ }
+
+ virtual std::string getDescription() const {
+ return T::getDescription();
+ }
+ };
+
+ public:
+
+ ReporterRegistrar( std::string const& name ) {
+ getMutableRegistryHub().registerReporter( name, new ReporterFactory() );
+ }
+ };
+
+ template<typename T>
+ class ListenerRegistrar {
+
+ class ListenerFactory : public SharedImpl<IReporterFactory> {
+
+ virtual IStreamingReporter* create( ReporterConfig const& config ) const {
+ return new T( config );
+ }
+ virtual std::string getDescription() const {
+ return std::string();
+ }
+ };
+
+ public:
+
+ ListenerRegistrar() {
+ getMutableRegistryHub().registerListener( new ListenerFactory() );
+ }
+ };
+}
+
+#define INTERNAL_CATCH_REGISTER_LEGACY_REPORTER( name, reporterType ) \
+ namespace{ Catch::LegacyReporterRegistrar<reporterType> catch_internal_RegistrarFor##reporterType( name ); }
+
+#define INTERNAL_CATCH_REGISTER_REPORTER( name, reporterType ) \
+ namespace{ Catch::ReporterRegistrar<reporterType> catch_internal_RegistrarFor##reporterType( name ); }
+
+#define INTERNAL_CATCH_REGISTER_LISTENER( listenerType ) \
+ namespace{ Catch::ListenerRegistrar<listenerType> catch_internal_RegistrarFor##listenerType; }
+
+// #included from: ../internal/catch_xmlwriter.hpp
+#define TWOBLUECUBES_CATCH_XMLWRITER_HPP_INCLUDED
+
+#include <sstream>
+#include <string>
+#include <vector>
+#include <iomanip>
+
+namespace Catch {
+
+ class XmlEncode {
+ public:
+ enum ForWhat { ForTextNodes, ForAttributes };
+
+ XmlEncode( std::string const& str, ForWhat forWhat = ForTextNodes )
+ : m_str( str ),
+ m_forWhat( forWhat )
+ {}
+
+ void encodeTo( std::ostream& os ) const {
+
+ // Apostrophe escaping not necessary if we always use " to write attributes
+ // (see: http://www.w3.org/TR/xml/#syntax)
+
+ for( std::size_t i = 0; i < m_str.size(); ++ i ) {
+ char c = m_str[i];
+ switch( c ) {
+ case '<': os << "&lt;"; break;
+ case '&': os << "&amp;"; break;
+
+ case '>':
+ // See: http://www.w3.org/TR/xml/#syntax
+ if( i > 2 && m_str[i-1] == ']' && m_str[i-2] == ']' )
+ os << "&gt;";
+ else
+ os << c;
+ break;
+
+ case '\"':
+ if( m_forWhat == ForAttributes )
+ os << "&quot;";
+ else
+ os << c;
+ break;
+
+ default:
+ // Escape control chars - based on contribution by @espenalb in PR #465 and
+ // by @mrpi PR #588
+ if ( ( c >= 0 && c < '\x09' ) || ( c > '\x0D' && c < '\x20') || c=='\x7F' ) {
+ // see http://stackoverflow.com/questions/404107/why-are-control-characters-illegal-in-xml-1-0
+ os << "\\x" << std::uppercase << std::hex << std::setfill('0') << std::setw(2)
+ << static_cast<int>( c );
+ }
+ else
+ os << c;
+ }
+ }
+ }
+
+ friend std::ostream& operator << ( std::ostream& os, XmlEncode const& xmlEncode ) {
+ xmlEncode.encodeTo( os );
+ return os;
+ }
+
+ private:
+ std::string m_str;
+ ForWhat m_forWhat;
+ };
+
+ class XmlWriter {
+ public:
+
+ class ScopedElement {
+ public:
+ ScopedElement( XmlWriter* writer )
+ : m_writer( writer )
+ {}
+
+ ScopedElement( ScopedElement const& other )
+ : m_writer( other.m_writer ){
+ other.m_writer = CATCH_NULL;
+ }
+
+ ~ScopedElement() {
+ if( m_writer )
+ m_writer->endElement();
+ }
+
+ ScopedElement& writeText( std::string const& text, bool indent = true ) {
+ m_writer->writeText( text, indent );
+ return *this;
+ }
+
+ template<typename T>
+ ScopedElement& writeAttribute( std::string const& name, T const& attribute ) {
+ m_writer->writeAttribute( name, attribute );
+ return *this;
+ }
+
+ private:
+ mutable XmlWriter* m_writer;
+ };
+
+ XmlWriter()
+ : m_tagIsOpen( false ),
+ m_needsNewline( false ),
+ m_os( Catch::cout() )
+ {
+ writeDeclaration();
+ }
+
+ XmlWriter( std::ostream& os )
+ : m_tagIsOpen( false ),
+ m_needsNewline( false ),
+ m_os( os )
+ {
+ writeDeclaration();
+ }
+
+ ~XmlWriter() {
+ while( !m_tags.empty() )
+ endElement();
+ }
+
+ XmlWriter& startElement( std::string const& name ) {
+ ensureTagClosed();
+ newlineIfNecessary();
+ m_os << m_indent << '<' << name;
+ m_tags.push_back( name );
+ m_indent += " ";
+ m_tagIsOpen = true;
+ return *this;
+ }
+
+ ScopedElement scopedElement( std::string const& name ) {
+ ScopedElement scoped( this );
+ startElement( name );
+ return scoped;
+ }
+
+ XmlWriter& endElement() {
+ newlineIfNecessary();
+ m_indent = m_indent.substr( 0, m_indent.size()-2 );
+ if( m_tagIsOpen ) {
+ m_os << "/>";
+ m_tagIsOpen = false;
+ }
+ else {
+ m_os << m_indent << "</" << m_tags.back() << ">";
+ }
+ m_os << std::endl;
+ m_tags.pop_back();
+ return *this;
+ }
+
+ XmlWriter& writeAttribute( std::string const& name, std::string const& attribute ) {
+ if( !name.empty() && !attribute.empty() )
+ m_os << ' ' << name << "=\"" << XmlEncode( attribute, XmlEncode::ForAttributes ) << '"';
+ return *this;
+ }
+
+ XmlWriter& writeAttribute( std::string const& name, bool attribute ) {
+ m_os << ' ' << name << "=\"" << ( attribute ? "true" : "false" ) << '"';
+ return *this;
+ }
+
+ template<typename T>
+ XmlWriter& writeAttribute( std::string const& name, T const& attribute ) {
+ std::ostringstream oss;
+ oss << attribute;
+ return writeAttribute( name, oss.str() );
+ }
+
+ XmlWriter& writeText( std::string const& text, bool indent = true ) {
+ if( !text.empty() ){
+ bool tagWasOpen = m_tagIsOpen;
+ ensureTagClosed();
+ if( tagWasOpen && indent )
+ m_os << m_indent;
+ m_os << XmlEncode( text );
+ m_needsNewline = true;
+ }
+ return *this;
+ }
+
+ XmlWriter& writeComment( std::string const& text ) {
+ ensureTagClosed();
+ m_os << m_indent << "<!--" << text << "-->";
+ m_needsNewline = true;
+ return *this;
+ }
+
+ void writeStylesheetRef( std::string const& url ) {
+ m_os << "<?xml-stylesheet type=\"text/xsl\" href=\"" << url << "\"?>\n";
+ }
+
+ XmlWriter& writeBlankLine() {
+ ensureTagClosed();
+ m_os << '\n';
+ return *this;
+ }
+
+ void ensureTagClosed() {
+ if( m_tagIsOpen ) {
+ m_os << ">" << std::endl;
+ m_tagIsOpen = false;
+ }
+ }
+
+ private:
+ XmlWriter( XmlWriter const& );
+ void operator=( XmlWriter const& );
+
+ void writeDeclaration() {
+ m_os << "<?xml version=\"1.0\" encoding=\"UTF-8\"?>\n";
+ }
+
+ void newlineIfNecessary() {
+ if( m_needsNewline ) {
+ m_os << std::endl;
+ m_needsNewline = false;
+ }
+ }
+
+ bool m_tagIsOpen;
+ bool m_needsNewline;
+ std::vector<std::string> m_tags;
+ std::string m_indent;
+ std::ostream& m_os;
+ };
+
+}
+// #included from: catch_reenable_warnings.h
+
+#define TWOBLUECUBES_CATCH_REENABLE_WARNINGS_H_INCLUDED
+
+#ifdef __clang__
+# ifdef __ICC // icpc defines the __clang__ macro
+# pragma warning(pop)
+# else
+# pragma clang diagnostic pop
+# endif
+#elif defined __GNUC__
+# pragma GCC diagnostic pop
+#endif
+
+
+namespace Catch {
+ class XmlReporter : public StreamingReporterBase {
+ public:
+ XmlReporter( ReporterConfig const& _config )
+ : StreamingReporterBase( _config ),
+ m_xml(_config.stream()),
+ m_sectionDepth( 0 )
+ {
+ m_reporterPrefs.shouldRedirectStdOut = true;
+ }
+
+ virtual ~XmlReporter() CATCH_OVERRIDE;
+
+ static std::string getDescription() {
+ return "Reports test results as an XML document";
+ }
+
+ virtual std::string getStylesheetRef() const {
+ return std::string();
+ }
+
+ void writeSourceInfo( SourceLineInfo const& sourceInfo ) {
+ m_xml
+ .writeAttribute( "filename", sourceInfo.file )
+ .writeAttribute( "line", sourceInfo.line );
+ }
+
+ public: // StreamingReporterBase
+
+ virtual void noMatchingTestCases( std::string const& s ) CATCH_OVERRIDE {
+ StreamingReporterBase::noMatchingTestCases( s );
+ }
+
+ virtual void testRunStarting( TestRunInfo const& testInfo ) CATCH_OVERRIDE {
+ StreamingReporterBase::testRunStarting( testInfo );
+ std::string stylesheetRef = getStylesheetRef();
+ if( !stylesheetRef.empty() )
+ m_xml.writeStylesheetRef( stylesheetRef );
+ m_xml.startElement( "Catch" );
+ if( !m_config->name().empty() )
+ m_xml.writeAttribute( "name", m_config->name() );
+ }
+
+ virtual void testGroupStarting( GroupInfo const& groupInfo ) CATCH_OVERRIDE {
+ StreamingReporterBase::testGroupStarting( groupInfo );
+ m_xml.startElement( "Group" )
+ .writeAttribute( "name", groupInfo.name );
+ }
+
+ virtual void testCaseStarting( TestCaseInfo const& testInfo ) CATCH_OVERRIDE {
+ StreamingReporterBase::testCaseStarting(testInfo);
+ m_xml.startElement( "TestCase" )
+ .writeAttribute( "name", trim( testInfo.name ) )
+ .writeAttribute( "description", testInfo.description )
+ .writeAttribute( "tags", testInfo.tagsAsString );
+
+ writeSourceInfo( testInfo.lineInfo );
+
+ if ( m_config->showDurations() == ShowDurations::Always )
+ m_testCaseTimer.start();
+ m_xml.ensureTagClosed();
+ }
+
+ virtual void sectionStarting( SectionInfo const& sectionInfo ) CATCH_OVERRIDE {
+ StreamingReporterBase::sectionStarting( sectionInfo );
+ if( m_sectionDepth++ > 0 ) {
+ m_xml.startElement( "Section" )
+ .writeAttribute( "name", trim( sectionInfo.name ) )
+ .writeAttribute( "description", sectionInfo.description );
+ writeSourceInfo( sectionInfo.lineInfo );
+ m_xml.ensureTagClosed();
+ }
+ }
+
+ virtual void assertionStarting( AssertionInfo const& ) CATCH_OVERRIDE { }
+
+ virtual bool assertionEnded( AssertionStats const& assertionStats ) CATCH_OVERRIDE {
+ const AssertionResult& assertionResult = assertionStats.assertionResult;
+
+ // Print any info messages in <Info> tags.
+ if( assertionStats.assertionResult.getResultType() != ResultWas::Ok ) {
+ for( std::vector<MessageInfo>::const_iterator it = assertionStats.infoMessages.begin(), itEnd = assertionStats.infoMessages.end();
+ it != itEnd;
+ ++it ) {
+ if( it->type == ResultWas::Info ) {
+ m_xml.scopedElement( "Info" )
+ .writeText( it->message );
+ } else if ( it->type == ResultWas::Warning ) {
+ m_xml.scopedElement( "Warning" )
+ .writeText( it->message );
+ }
+ }
+ }
+
+ // Drop out if result was successful but we're not printing them.
+ if( !m_config->includeSuccessfulResults() && isOk(assertionResult.getResultType()) )
+ return true;
+
+ // Print the expression if there is one.
+ if( assertionResult.hasExpression() ) {
+ m_xml.startElement( "Expression" )
+ .writeAttribute( "success", assertionResult.succeeded() )
+ .writeAttribute( "type", assertionResult.getTestMacroName() );
+
+ writeSourceInfo( assertionResult.getSourceInfo() );
+
+ m_xml.scopedElement( "Original" )
+ .writeText( assertionResult.getExpression() );
+ m_xml.scopedElement( "Expanded" )
+ .writeText( assertionResult.getExpandedExpression() );
+ }
+
+ // And... Print a result applicable to each result type.
+ switch( assertionResult.getResultType() ) {
+ case ResultWas::ThrewException:
+ m_xml.startElement( "Exception" );
+ writeSourceInfo( assertionResult.getSourceInfo() );
+ m_xml.writeText( assertionResult.getMessage() );
+ m_xml.endElement();
+ break;
+ case ResultWas::FatalErrorCondition:
+ m_xml.startElement( "FatalErrorCondition" );
+ writeSourceInfo( assertionResult.getSourceInfo() );
+ m_xml.writeText( assertionResult.getMessage() );
+ m_xml.endElement();
+ break;
+ case ResultWas::Info:
+ m_xml.scopedElement( "Info" )
+ .writeText( assertionResult.getMessage() );
+ break;
+ case ResultWas::Warning:
+ // Warning will already have been written
+ break;
+ case ResultWas::ExplicitFailure:
+ m_xml.startElement( "Failure" );
+ writeSourceInfo( assertionResult.getSourceInfo() );
+ m_xml.writeText( assertionResult.getMessage() );
+ m_xml.endElement();
+ break;
+ default:
+ break;
+ }
+
+ if( assertionResult.hasExpression() )
+ m_xml.endElement();
+
+ return true;
+ }
+
+ virtual void sectionEnded( SectionStats const& sectionStats ) CATCH_OVERRIDE {
+ StreamingReporterBase::sectionEnded( sectionStats );
+ if( --m_sectionDepth > 0 ) {
+ XmlWriter::ScopedElement e = m_xml.scopedElement( "OverallResults" );
+ e.writeAttribute( "successes", sectionStats.assertions.passed );
+ e.writeAttribute( "failures", sectionStats.assertions.failed );
+ e.writeAttribute( "expectedFailures", sectionStats.assertions.failedButOk );
+
+ if ( m_config->showDurations() == ShowDurations::Always )
+ e.writeAttribute( "durationInSeconds", sectionStats.durationInSeconds );
+
+ m_xml.endElement();
+ }
+ }
+
+ virtual void testCaseEnded( TestCaseStats const& testCaseStats ) CATCH_OVERRIDE {
+ StreamingReporterBase::testCaseEnded( testCaseStats );
+ XmlWriter::ScopedElement e = m_xml.scopedElement( "OverallResult" );
+ e.writeAttribute( "success", testCaseStats.totals.assertions.allOk() );
+
+ if ( m_config->showDurations() == ShowDurations::Always )
+ e.writeAttribute( "durationInSeconds", m_testCaseTimer.getElapsedSeconds() );
+
+ if( !testCaseStats.stdOut.empty() )
+ m_xml.scopedElement( "StdOut" ).writeText( trim( testCaseStats.stdOut ), false );
+ if( !testCaseStats.stdErr.empty() )
+ m_xml.scopedElement( "StdErr" ).writeText( trim( testCaseStats.stdErr ), false );
+
+ m_xml.endElement();
+ }
+
+ virtual void testGroupEnded( TestGroupStats const& testGroupStats ) CATCH_OVERRIDE {
+ StreamingReporterBase::testGroupEnded( testGroupStats );
+ // TODO: Check testGroupStats.aborting and act accordingly.
+ m_xml.scopedElement( "OverallResults" )
+ .writeAttribute( "successes", testGroupStats.totals.assertions.passed )
+ .writeAttribute( "failures", testGroupStats.totals.assertions.failed )
+ .writeAttribute( "expectedFailures", testGroupStats.totals.assertions.failedButOk );
+ m_xml.endElement();
+ }
+
+ virtual void testRunEnded( TestRunStats const& testRunStats ) CATCH_OVERRIDE {
+ StreamingReporterBase::testRunEnded( testRunStats );
+ m_xml.scopedElement( "OverallResults" )
+ .writeAttribute( "successes", testRunStats.totals.assertions.passed )
+ .writeAttribute( "failures", testRunStats.totals.assertions.failed )
+ .writeAttribute( "expectedFailures", testRunStats.totals.assertions.failedButOk );
+ m_xml.endElement();
+ }
+
+ private:
+ Timer m_testCaseTimer;
+ XmlWriter m_xml;
+ int m_sectionDepth;
+ };
+
+ INTERNAL_CATCH_REGISTER_REPORTER( "xml", XmlReporter )
+
+} // end namespace Catch
+
+// #included from: ../reporters/catch_reporter_junit.hpp
+#define TWOBLUECUBES_CATCH_REPORTER_JUNIT_HPP_INCLUDED
+
+#include <assert.h>
+
+namespace Catch {
+
+ namespace {
+ std::string getCurrentTimestamp() {
+ // Beware, this is not reentrant because of backward compatibility issues
+ // Also, UTC only, again because of backward compatibility (%z is C++11)
+ time_t rawtime;
+ std::time(&rawtime);
+ const size_t timeStampSize = sizeof("2017-01-16T17:06:45Z");
+
+#ifdef _MSC_VER
+ std::tm timeInfo = {};
+ gmtime_s(&timeInfo, &rawtime);
+#else
+ std::tm* timeInfo;
+ timeInfo = std::gmtime(&rawtime);
+#endif
+
+ char timeStamp[timeStampSize];
+ const char * const fmt = "%Y-%m-%dT%H:%M:%SZ";
+
+#ifdef _MSC_VER
+ std::strftime(timeStamp, timeStampSize, fmt, &timeInfo);
+#else
+ std::strftime(timeStamp, timeStampSize, fmt, timeInfo);
+#endif
+ return std::string(timeStamp);
+ }
+
+ }
+
+ class JunitReporter : public CumulativeReporterBase {
+ public:
+ JunitReporter( ReporterConfig const& _config )
+ : CumulativeReporterBase( _config ),
+ xml( _config.stream() )
+ {
+ m_reporterPrefs.shouldRedirectStdOut = true;
+ }
+
+ virtual ~JunitReporter() CATCH_OVERRIDE;
+
+ static std::string getDescription() {
+ return "Reports test results in an XML format that looks like Ant's junitreport target";
+ }
+
+ virtual void noMatchingTestCases( std::string const& /*spec*/ ) CATCH_OVERRIDE {}
+
+ virtual void testRunStarting( TestRunInfo const& runInfo ) CATCH_OVERRIDE {
+ CumulativeReporterBase::testRunStarting( runInfo );
+ xml.startElement( "testsuites" );
+ }
+
+ virtual void testGroupStarting( GroupInfo const& groupInfo ) CATCH_OVERRIDE {
+ suiteTimer.start();
+ stdOutForSuite.str("");
+ stdErrForSuite.str("");
+ unexpectedExceptions = 0;
+ CumulativeReporterBase::testGroupStarting( groupInfo );
+ }
+
+ virtual bool assertionEnded( AssertionStats const& assertionStats ) CATCH_OVERRIDE {
+ if( assertionStats.assertionResult.getResultType() == ResultWas::ThrewException )
+ unexpectedExceptions++;
+ return CumulativeReporterBase::assertionEnded( assertionStats );
+ }
+
+ virtual void testCaseEnded( TestCaseStats const& testCaseStats ) CATCH_OVERRIDE {
+ stdOutForSuite << testCaseStats.stdOut;
+ stdErrForSuite << testCaseStats.stdErr;
+ CumulativeReporterBase::testCaseEnded( testCaseStats );
+ }
+
+ virtual void testGroupEnded( TestGroupStats const& testGroupStats ) CATCH_OVERRIDE {
+ double suiteTime = suiteTimer.getElapsedSeconds();
+ CumulativeReporterBase::testGroupEnded( testGroupStats );
+ writeGroup( *m_testGroups.back(), suiteTime );
+ }
+
+ virtual void testRunEndedCumulative() CATCH_OVERRIDE {
+ xml.endElement();
+ }
+
+ void writeGroup( TestGroupNode const& groupNode, double suiteTime ) {
+ XmlWriter::ScopedElement e = xml.scopedElement( "testsuite" );
+ TestGroupStats const& stats = groupNode.value;
+ xml.writeAttribute( "name", stats.groupInfo.name );
+ xml.writeAttribute( "errors", unexpectedExceptions );
+ xml.writeAttribute( "failures", stats.totals.assertions.failed-unexpectedExceptions );
+ xml.writeAttribute( "tests", stats.totals.assertions.total() );
+ xml.writeAttribute( "hostname", "tbd" ); // !TBD
+ if( m_config->showDurations() == ShowDurations::Never )
+ xml.writeAttribute( "time", "" );
+ else
+ xml.writeAttribute( "time", suiteTime );
+ xml.writeAttribute( "timestamp", getCurrentTimestamp() );
+
+ // Write test cases
+ for( TestGroupNode::ChildNodes::const_iterator
+ it = groupNode.children.begin(), itEnd = groupNode.children.end();
+ it != itEnd;
+ ++it )
+ writeTestCase( **it );
+
+ xml.scopedElement( "system-out" ).writeText( trim( stdOutForSuite.str() ), false );
+ xml.scopedElement( "system-err" ).writeText( trim( stdErrForSuite.str() ), false );
+ }
+
+ void writeTestCase( TestCaseNode const& testCaseNode ) {
+ TestCaseStats const& stats = testCaseNode.value;
+
+ // All test cases have exactly one section - which represents the
+ // test case itself. That section may have 0-n nested sections
+ assert( testCaseNode.children.size() == 1 );
+ SectionNode const& rootSection = *testCaseNode.children.front();
+
+ std::string className = stats.testInfo.className;
+
+ if( className.empty() ) {
+ if( rootSection.childSections.empty() )
+ className = "global";
+ }
+ writeSection( className, "", rootSection );
+ }
+
+ void writeSection( std::string const& className,
+ std::string const& rootName,
+ SectionNode const& sectionNode ) {
+ std::string name = trim( sectionNode.stats.sectionInfo.name );
+ if( !rootName.empty() )
+ name = rootName + '/' + name;
+
+ if( !sectionNode.assertions.empty() ||
+ !sectionNode.stdOut.empty() ||
+ !sectionNode.stdErr.empty() ) {
+ XmlWriter::ScopedElement e = xml.scopedElement( "testcase" );
+ if( className.empty() ) {
+ xml.writeAttribute( "classname", name );
+ xml.writeAttribute( "name", "root" );
+ }
+ else {
+ xml.writeAttribute( "classname", className );
+ xml.writeAttribute( "name", name );
+ }
+ xml.writeAttribute( "time", Catch::toString( sectionNode.stats.durationInSeconds ) );
+
+ writeAssertions( sectionNode );
+
+ if( !sectionNode.stdOut.empty() )
+ xml.scopedElement( "system-out" ).writeText( trim( sectionNode.stdOut ), false );
+ if( !sectionNode.stdErr.empty() )
+ xml.scopedElement( "system-err" ).writeText( trim( sectionNode.stdErr ), false );
+ }
+ for( SectionNode::ChildSections::const_iterator
+ it = sectionNode.childSections.begin(),
+ itEnd = sectionNode.childSections.end();
+ it != itEnd;
+ ++it )
+ if( className.empty() )
+ writeSection( name, "", **it );
+ else
+ writeSection( className, name, **it );
+ }
+
+ void writeAssertions( SectionNode const& sectionNode ) {
+ for( SectionNode::Assertions::const_iterator
+ it = sectionNode.assertions.begin(), itEnd = sectionNode.assertions.end();
+ it != itEnd;
+ ++it )
+ writeAssertion( *it );
+ }
+ void writeAssertion( AssertionStats const& stats ) {
+ AssertionResult const& result = stats.assertionResult;
+ if( !result.isOk() ) {
+ std::string elementName;
+ switch( result.getResultType() ) {
+ case ResultWas::ThrewException:
+ case ResultWas::FatalErrorCondition:
+ elementName = "error";
+ break;
+ case ResultWas::ExplicitFailure:
+ elementName = "failure";
+ break;
+ case ResultWas::ExpressionFailed:
+ elementName = "failure";
+ break;
+ case ResultWas::DidntThrowException:
+ elementName = "failure";
+ break;
+
+ // We should never see these here:
+ case ResultWas::Info:
+ case ResultWas::Warning:
+ case ResultWas::Ok:
+ case ResultWas::Unknown:
+ case ResultWas::FailureBit:
+ case ResultWas::Exception:
+ elementName = "internalError";
+ break;
+ }
+
+ XmlWriter::ScopedElement e = xml.scopedElement( elementName );
+
+ xml.writeAttribute( "message", result.getExpandedExpression() );
+ xml.writeAttribute( "type", result.getTestMacroName() );
+
+ std::ostringstream oss;
+ if( !result.getMessage().empty() )
+ oss << result.getMessage() << '\n';
+ for( std::vector<MessageInfo>::const_iterator
+ it = stats.infoMessages.begin(),
+ itEnd = stats.infoMessages.end();
+ it != itEnd;
+ ++it )
+ if( it->type == ResultWas::Info )
+ oss << it->message << '\n';
+
+ oss << "at " << result.getSourceInfo();
+ xml.writeText( oss.str(), false );
+ }
+ }
+
+ XmlWriter xml;
+ Timer suiteTimer;
+ std::ostringstream stdOutForSuite;
+ std::ostringstream stdErrForSuite;
+ unsigned int unexpectedExceptions;
+ };
+
+ INTERNAL_CATCH_REGISTER_REPORTER( "junit", JunitReporter )
+
+} // end namespace Catch
+
+// #included from: ../reporters/catch_reporter_console.hpp
+#define TWOBLUECUBES_CATCH_REPORTER_CONSOLE_HPP_INCLUDED
+
+#include <cfloat>
+#include <cstdio>
+
+namespace Catch {
+
+ namespace {
+ // Because formatting using c++ streams is stateful, drop down to C is required
+ // Alternatively we could use stringstream, but its performance is... not good.
+ std::string getFormattedDuration( double duration ) {
+ // Max exponent + 1 is required to represent the whole part
+ // + 1 for decimal point
+ // + 3 for the 3 decimal places
+ // + 1 for null terminator
+ const size_t maxDoubleSize = DBL_MAX_10_EXP + 1 + 1 + 3 + 1;
+ char buffer[maxDoubleSize];
+#ifdef _MSC_VER
+ sprintf_s(buffer, "%.3f", duration);
+#else
+ sprintf(buffer, "%.3f", duration);
+#endif
+ return std::string(buffer);
+ }
+ }
+
+ struct ConsoleReporter : StreamingReporterBase {
+ ConsoleReporter( ReporterConfig const& _config )
+ : StreamingReporterBase( _config ),
+ m_headerPrinted( false )
+ {}
+
+ virtual ~ConsoleReporter() CATCH_OVERRIDE;
+ static std::string getDescription() {
+ return "Reports test results as plain lines of text";
+ }
+
+ virtual void noMatchingTestCases( std::string const& spec ) CATCH_OVERRIDE {
+ stream << "No test cases matched '" << spec << '\'' << std::endl;
+ }
+
+ virtual void assertionStarting( AssertionInfo const& ) CATCH_OVERRIDE {
+ }
+
+ virtual bool assertionEnded( AssertionStats const& _assertionStats ) CATCH_OVERRIDE {
+ AssertionResult const& result = _assertionStats.assertionResult;
+
+ bool printInfoMessages = true;
+
+ // Drop out if result was successful and we're not printing those
+ if( !m_config->includeSuccessfulResults() && result.isOk() ) {
+ if( result.getResultType() != ResultWas::Warning )
+ return false;
+ printInfoMessages = false;
+ }
+
+ lazyPrint();
+
+ AssertionPrinter printer( stream, _assertionStats, printInfoMessages );
+ printer.print();
+ stream << std::endl;
+ return true;
+ }
+
+ virtual void sectionStarting( SectionInfo const& _sectionInfo ) CATCH_OVERRIDE {
+ m_headerPrinted = false;
+ StreamingReporterBase::sectionStarting( _sectionInfo );
+ }
+ virtual void sectionEnded( SectionStats const& _sectionStats ) CATCH_OVERRIDE {
+ if( _sectionStats.missingAssertions ) {
+ lazyPrint();
+ Colour colour( Colour::ResultError );
+ if( m_sectionStack.size() > 1 )
+ stream << "\nNo assertions in section";
+ else
+ stream << "\nNo assertions in test case";
+ stream << " '" << _sectionStats.sectionInfo.name << "'\n" << std::endl;
+ }
+ if( m_config->showDurations() == ShowDurations::Always ) {
+ stream << getFormattedDuration(_sectionStats.durationInSeconds) << " s: " << _sectionStats.sectionInfo.name << std::endl;
+ }
+ if( m_headerPrinted ) {
+ m_headerPrinted = false;
+ }
+ StreamingReporterBase::sectionEnded( _sectionStats );
+ }
+
+ virtual void testCaseEnded( TestCaseStats const& _testCaseStats ) CATCH_OVERRIDE {
+ StreamingReporterBase::testCaseEnded( _testCaseStats );
+ m_headerPrinted = false;
+ }
+ virtual void testGroupEnded( TestGroupStats const& _testGroupStats ) CATCH_OVERRIDE {
+ if( currentGroupInfo.used ) {
+ printSummaryDivider();
+ stream << "Summary for group '" << _testGroupStats.groupInfo.name << "':\n";
+ printTotals( _testGroupStats.totals );
+ stream << '\n' << std::endl;
+ }
+ StreamingReporterBase::testGroupEnded( _testGroupStats );
+ }
+ virtual void testRunEnded( TestRunStats const& _testRunStats ) CATCH_OVERRIDE {
+ printTotalsDivider( _testRunStats.totals );
+ printTotals( _testRunStats.totals );
+ stream << std::endl;
+ StreamingReporterBase::testRunEnded( _testRunStats );
+ }
+
+ private:
+
+ class AssertionPrinter {
+ void operator= ( AssertionPrinter const& );
+ public:
+ AssertionPrinter( std::ostream& _stream, AssertionStats const& _stats, bool _printInfoMessages )
+ : stream( _stream ),
+ stats( _stats ),
+ result( _stats.assertionResult ),
+ colour( Colour::None ),
+ message( result.getMessage() ),
+ messages( _stats.infoMessages ),
+ printInfoMessages( _printInfoMessages )
+ {
+ switch( result.getResultType() ) {
+ case ResultWas::Ok:
+ colour = Colour::Success;
+ passOrFail = "PASSED";
+ //if( result.hasMessage() )
+ if( _stats.infoMessages.size() == 1 )
+ messageLabel = "with message";
+ if( _stats.infoMessages.size() > 1 )
+ messageLabel = "with messages";
+ break;
+ case ResultWas::ExpressionFailed:
+ if( result.isOk() ) {
+ colour = Colour::Success;
+ passOrFail = "FAILED - but was ok";
+ }
+ else {
+ colour = Colour::Error;
+ passOrFail = "FAILED";
+ }
+ if( _stats.infoMessages.size() == 1 )
+ messageLabel = "with message";
+ if( _stats.infoMessages.size() > 1 )
+ messageLabel = "with messages";
+ break;
+ case ResultWas::ThrewException:
+ colour = Colour::Error;
+ passOrFail = "FAILED";
+ messageLabel = "due to unexpected exception with message";
+ break;
+ case ResultWas::FatalErrorCondition:
+ colour = Colour::Error;
+ passOrFail = "FAILED";
+ messageLabel = "due to a fatal error condition";
+ break;
+ case ResultWas::DidntThrowException:
+ colour = Colour::Error;
+ passOrFail = "FAILED";
+ messageLabel = "because no exception was thrown where one was expected";
+ break;
+ case ResultWas::Info:
+ messageLabel = "info";
+ break;
+ case ResultWas::Warning:
+ messageLabel = "warning";
+ break;
+ case ResultWas::ExplicitFailure:
+ passOrFail = "FAILED";
+ colour = Colour::Error;
+ if( _stats.infoMessages.size() == 1 )
+ messageLabel = "explicitly with message";
+ if( _stats.infoMessages.size() > 1 )
+ messageLabel = "explicitly with messages";
+ break;
+ // These cases are here to prevent compiler warnings
+ case ResultWas::Unknown:
+ case ResultWas::FailureBit:
+ case ResultWas::Exception:
+ passOrFail = "** internal error **";
+ colour = Colour::Error;
+ break;
+ }
+ }
+
+ void print() const {
+ printSourceInfo();
+ if( stats.totals.assertions.total() > 0 ) {
+ if( result.isOk() )
+ stream << '\n';
+ printResultType();
+ printOriginalExpression();
+ printReconstructedExpression();
+ }
+ else {
+ stream << '\n';
+ }
+ printMessage();
+ }
+
+ private:
+ void printResultType() const {
+ if( !passOrFail.empty() ) {
+ Colour colourGuard( colour );
+ stream << passOrFail << ":\n";
+ }
+ }
+ void printOriginalExpression() const {
+ if( result.hasExpression() ) {
+ Colour colourGuard( Colour::OriginalExpression );
+ stream << " ";
+ stream << result.getExpressionInMacro();
+ stream << '\n';
+ }
+ }
+ void printReconstructedExpression() const {
+ if( result.hasExpandedExpression() ) {
+ stream << "with expansion:\n";
+ Colour colourGuard( Colour::ReconstructedExpression );
+ stream << Text( result.getExpandedExpression(), TextAttributes().setIndent(2) ) << '\n';
+ }
+ }
+ void printMessage() const {
+ if( !messageLabel.empty() )
+ stream << messageLabel << ':' << '\n';
+ for( std::vector<MessageInfo>::const_iterator it = messages.begin(), itEnd = messages.end();
+ it != itEnd;
+ ++it ) {
+ // If this assertion is a warning ignore any INFO messages
+ if( printInfoMessages || it->type != ResultWas::Info )
+ stream << Text( it->message, TextAttributes().setIndent(2) ) << '\n';
+ }
+ }
+ void printSourceInfo() const {
+ Colour colourGuard( Colour::FileName );
+ stream << result.getSourceInfo() << ": ";
+ }
+
+ std::ostream& stream;
+ AssertionStats const& stats;
+ AssertionResult const& result;
+ Colour::Code colour;
+ std::string passOrFail;
+ std::string messageLabel;
+ std::string message;
+ std::vector<MessageInfo> messages;
+ bool printInfoMessages;
+ };
+
+ void lazyPrint() {
+
+ if( !currentTestRunInfo.used )
+ lazyPrintRunInfo();
+ if( !currentGroupInfo.used )
+ lazyPrintGroupInfo();
+
+ if( !m_headerPrinted ) {
+ printTestCaseAndSectionHeader();
+ m_headerPrinted = true;
+ }
+ }
+ void lazyPrintRunInfo() {
+ stream << '\n' << getLineOfChars<'~'>() << '\n';
+ Colour colour( Colour::SecondaryText );
+ stream << currentTestRunInfo->name
+ << " is a Catch v" << libraryVersion << " host application.\n"
+ << "Run with -? for options\n\n";
+
+ if( m_config->rngSeed() != 0 )
+ stream << "Randomness seeded to: " << m_config->rngSeed() << "\n\n";
+
+ currentTestRunInfo.used = true;
+ }
+ void lazyPrintGroupInfo() {
+ if( !currentGroupInfo->name.empty() && currentGroupInfo->groupsCounts > 1 ) {
+ printClosedHeader( "Group: " + currentGroupInfo->name );
+ currentGroupInfo.used = true;
+ }
+ }
+ void printTestCaseAndSectionHeader() {
+ assert( !m_sectionStack.empty() );
+ printOpenHeader( currentTestCaseInfo->name );
+
+ if( m_sectionStack.size() > 1 ) {
+ Colour colourGuard( Colour::Headers );
+
+ std::vector<SectionInfo>::const_iterator
+ it = m_sectionStack.begin()+1, // Skip first section (test case)
+ itEnd = m_sectionStack.end();
+ for( ; it != itEnd; ++it )
+ printHeaderString( it->name, 2 );
+ }
+
+ SourceLineInfo lineInfo = m_sectionStack.back().lineInfo;
+
+ if( !lineInfo.empty() ){
+ stream << getLineOfChars<'-'>() << '\n';
+ Colour colourGuard( Colour::FileName );
+ stream << lineInfo << '\n';
+ }
+ stream << getLineOfChars<'.'>() << '\n' << std::endl;
+ }
+
+ void printClosedHeader( std::string const& _name ) {
+ printOpenHeader( _name );
+ stream << getLineOfChars<'.'>() << '\n';
+ }
+ void printOpenHeader( std::string const& _name ) {
+ stream << getLineOfChars<'-'>() << '\n';
+ {
+ Colour colourGuard( Colour::Headers );
+ printHeaderString( _name );
+ }
+ }
+
+ // if string has a : in first line will set indent to follow it on
+ // subsequent lines
+ void printHeaderString( std::string const& _string, std::size_t indent = 0 ) {
+ std::size_t i = _string.find( ": " );
+ if( i != std::string::npos )
+ i+=2;
+ else
+ i = 0;
+ stream << Text( _string, TextAttributes()
+ .setIndent( indent+i)
+ .setInitialIndent( indent ) ) << '\n';
+ }
+
+ struct SummaryColumn {
+
+ SummaryColumn( std::string const& _label, Colour::Code _colour )
+ : label( _label ),
+ colour( _colour )
+ {}
+ SummaryColumn addRow( std::size_t count ) {
+ std::ostringstream oss;
+ oss << count;
+ std::string row = oss.str();
+ for( std::vector<std::string>::iterator it = rows.begin(); it != rows.end(); ++it ) {
+ while( it->size() < row.size() )
+ *it = ' ' + *it;
+ while( it->size() > row.size() )
+ row = ' ' + row;
+ }
+ rows.push_back( row );
+ return *this;
+ }
+
+ std::string label;
+ Colour::Code colour;
+ std::vector<std::string> rows;
+
+ };
+
+ void printTotals( Totals const& totals ) {
+ if( totals.testCases.total() == 0 ) {
+ stream << Colour( Colour::Warning ) << "No tests ran\n";
+ }
+ else if( totals.assertions.total() > 0 && totals.testCases.allPassed() ) {
+ stream << Colour( Colour::ResultSuccess ) << "All tests passed";
+ stream << " ("
+ << pluralise( totals.assertions.passed, "assertion" ) << " in "
+ << pluralise( totals.testCases.passed, "test case" ) << ')'
+ << '\n';
+ }
+ else {
+
+ std::vector<SummaryColumn> columns;
+ columns.push_back( SummaryColumn( "", Colour::None )
+ .addRow( totals.testCases.total() )
+ .addRow( totals.assertions.total() ) );
+ columns.push_back( SummaryColumn( "passed", Colour::Success )
+ .addRow( totals.testCases.passed )
+ .addRow( totals.assertions.passed ) );
+ columns.push_back( SummaryColumn( "failed", Colour::ResultError )
+ .addRow( totals.testCases.failed )
+ .addRow( totals.assertions.failed ) );
+ columns.push_back( SummaryColumn( "failed as expected", Colour::ResultExpectedFailure )
+ .addRow( totals.testCases.failedButOk )
+ .addRow( totals.assertions.failedButOk ) );
+
+ printSummaryRow( "test cases", columns, 0 );
+ printSummaryRow( "assertions", columns, 1 );
+ }
+ }
+ void printSummaryRow( std::string const& label, std::vector<SummaryColumn> const& cols, std::size_t row ) {
+ for( std::vector<SummaryColumn>::const_iterator it = cols.begin(); it != cols.end(); ++it ) {
+ std::string value = it->rows[row];
+ if( it->label.empty() ) {
+ stream << label << ": ";
+ if( value != "0" )
+ stream << value;
+ else
+ stream << Colour( Colour::Warning ) << "- none -";
+ }
+ else if( value != "0" ) {
+ stream << Colour( Colour::LightGrey ) << " | ";
+ stream << Colour( it->colour )
+ << value << ' ' << it->label;
+ }
+ }
+ stream << '\n';
+ }
+
+ static std::size_t makeRatio( std::size_t number, std::size_t total ) {
+ std::size_t ratio = total > 0 ? CATCH_CONFIG_CONSOLE_WIDTH * number/ total : 0;
+ return ( ratio == 0 && number > 0 ) ? 1 : ratio;
+ }
+ static std::size_t& findMax( std::size_t& i, std::size_t& j, std::size_t& k ) {
+ if( i > j && i > k )
+ return i;
+ else if( j > k )
+ return j;
+ else
+ return k;
+ }
+
+ void printTotalsDivider( Totals const& totals ) {
+ if( totals.testCases.total() > 0 ) {
+ std::size_t failedRatio = makeRatio( totals.testCases.failed, totals.testCases.total() );
+ std::size_t failedButOkRatio = makeRatio( totals.testCases.failedButOk, totals.testCases.total() );
+ std::size_t passedRatio = makeRatio( totals.testCases.passed, totals.testCases.total() );
+ while( failedRatio + failedButOkRatio + passedRatio < CATCH_CONFIG_CONSOLE_WIDTH-1 )
+ findMax( failedRatio, failedButOkRatio, passedRatio )++;
+ while( failedRatio + failedButOkRatio + passedRatio > CATCH_CONFIG_CONSOLE_WIDTH-1 )
+ findMax( failedRatio, failedButOkRatio, passedRatio )--;
+
+ stream << Colour( Colour::Error ) << std::string( failedRatio, '=' );
+ stream << Colour( Colour::ResultExpectedFailure ) << std::string( failedButOkRatio, '=' );
+ if( totals.testCases.allPassed() )
+ stream << Colour( Colour::ResultSuccess ) << std::string( passedRatio, '=' );
+ else
+ stream << Colour( Colour::Success ) << std::string( passedRatio, '=' );
+ }
+ else {
+ stream << Colour( Colour::Warning ) << std::string( CATCH_CONFIG_CONSOLE_WIDTH-1, '=' );
+ }
+ stream << '\n';
+ }
+ void printSummaryDivider() {
+ stream << getLineOfChars<'-'>() << '\n';
+ }
+
+ private:
+ bool m_headerPrinted;
+ };
+
+ INTERNAL_CATCH_REGISTER_REPORTER( "console", ConsoleReporter )
+
+} // end namespace Catch
+
+// #included from: ../reporters/catch_reporter_compact.hpp
+#define TWOBLUECUBES_CATCH_REPORTER_COMPACT_HPP_INCLUDED
+
+namespace Catch {
+
+ struct CompactReporter : StreamingReporterBase {
+
+ CompactReporter( ReporterConfig const& _config )
+ : StreamingReporterBase( _config )
+ {}
+
+ virtual ~CompactReporter();
+
+ static std::string getDescription() {
+ return "Reports test results on a single line, suitable for IDEs";
+ }
+
+ virtual ReporterPreferences getPreferences() const {
+ ReporterPreferences prefs;
+ prefs.shouldRedirectStdOut = false;
+ return prefs;
+ }
+
+ virtual void noMatchingTestCases( std::string const& spec ) {
+ stream << "No test cases matched '" << spec << '\'' << std::endl;
+ }
+
+ virtual void assertionStarting( AssertionInfo const& ) {
+ }
+
+ virtual bool assertionEnded( AssertionStats const& _assertionStats ) {
+ AssertionResult const& result = _assertionStats.assertionResult;
+
+ bool printInfoMessages = true;
+
+ // Drop out if result was successful and we're not printing those
+ if( !m_config->includeSuccessfulResults() && result.isOk() ) {
+ if( result.getResultType() != ResultWas::Warning )
+ return false;
+ printInfoMessages = false;
+ }
+
+ AssertionPrinter printer( stream, _assertionStats, printInfoMessages );
+ printer.print();
+
+ stream << std::endl;
+ return true;
+ }
+
+ virtual void testRunEnded( TestRunStats const& _testRunStats ) {
+ printTotals( _testRunStats.totals );
+ stream << '\n' << std::endl;
+ StreamingReporterBase::testRunEnded( _testRunStats );
+ }
+
+ private:
+ class AssertionPrinter {
+ void operator= ( AssertionPrinter const& );
+ public:
+ AssertionPrinter( std::ostream& _stream, AssertionStats const& _stats, bool _printInfoMessages )
+ : stream( _stream )
+ , stats( _stats )
+ , result( _stats.assertionResult )
+ , messages( _stats.infoMessages )
+ , itMessage( _stats.infoMessages.begin() )
+ , printInfoMessages( _printInfoMessages )
+ {}
+
+ void print() {
+ printSourceInfo();
+
+ itMessage = messages.begin();
+
+ switch( result.getResultType() ) {
+ case ResultWas::Ok:
+ printResultType( Colour::ResultSuccess, passedString() );
+ printOriginalExpression();
+ printReconstructedExpression();
+ if ( ! result.hasExpression() )
+ printRemainingMessages( Colour::None );
+ else
+ printRemainingMessages();
+ break;
+ case ResultWas::ExpressionFailed:
+ if( result.isOk() )
+ printResultType( Colour::ResultSuccess, failedString() + std::string( " - but was ok" ) );
+ else
+ printResultType( Colour::Error, failedString() );
+ printOriginalExpression();
+ printReconstructedExpression();
+ printRemainingMessages();
+ break;
+ case ResultWas::ThrewException:
+ printResultType( Colour::Error, failedString() );
+ printIssue( "unexpected exception with message:" );
+ printMessage();
+ printExpressionWas();
+ printRemainingMessages();
+ break;
+ case ResultWas::FatalErrorCondition:
+ printResultType( Colour::Error, failedString() );
+ printIssue( "fatal error condition with message:" );
+ printMessage();
+ printExpressionWas();
+ printRemainingMessages();
+ break;
+ case ResultWas::DidntThrowException:
+ printResultType( Colour::Error, failedString() );
+ printIssue( "expected exception, got none" );
+ printExpressionWas();
+ printRemainingMessages();
+ break;
+ case ResultWas::Info:
+ printResultType( Colour::None, "info" );
+ printMessage();
+ printRemainingMessages();
+ break;
+ case ResultWas::Warning:
+ printResultType( Colour::None, "warning" );
+ printMessage();
+ printRemainingMessages();
+ break;
+ case ResultWas::ExplicitFailure:
+ printResultType( Colour::Error, failedString() );
+ printIssue( "explicitly" );
+ printRemainingMessages( Colour::None );
+ break;
+ // These cases are here to prevent compiler warnings
+ case ResultWas::Unknown:
+ case ResultWas::FailureBit:
+ case ResultWas::Exception:
+ printResultType( Colour::Error, "** internal error **" );
+ break;
+ }
+ }
+
+ private:
+ // Colour::LightGrey
+
+ static Colour::Code dimColour() { return Colour::FileName; }
+
+#ifdef CATCH_PLATFORM_MAC
+ static const char* failedString() { return "FAILED"; }
+ static const char* passedString() { return "PASSED"; }
+#else
+ static const char* failedString() { return "failed"; }
+ static const char* passedString() { return "passed"; }
+#endif
+
+ void printSourceInfo() const {
+ Colour colourGuard( Colour::FileName );
+ stream << result.getSourceInfo() << ':';
+ }
+
+ void printResultType( Colour::Code colour, std::string passOrFail ) const {
+ if( !passOrFail.empty() ) {
+ {
+ Colour colourGuard( colour );
+ stream << ' ' << passOrFail;
+ }
+ stream << ':';
+ }
+ }
+
+ void printIssue( std::string issue ) const {
+ stream << ' ' << issue;
+ }
+
+ void printExpressionWas() {
+ if( result.hasExpression() ) {
+ stream << ';';
+ {
+ Colour colour( dimColour() );
+ stream << " expression was:";
+ }
+ printOriginalExpression();
+ }
+ }
+
+ void printOriginalExpression() const {
+ if( result.hasExpression() ) {
+ stream << ' ' << result.getExpression();
+ }
+ }
+
+ void printReconstructedExpression() const {
+ if( result.hasExpandedExpression() ) {
+ {
+ Colour colour( dimColour() );
+ stream << " for: ";
+ }
+ stream << result.getExpandedExpression();
+ }
+ }
+
+ void printMessage() {
+ if ( itMessage != messages.end() ) {
+ stream << " '" << itMessage->message << '\'';
+ ++itMessage;
+ }
+ }
+
+ void printRemainingMessages( Colour::Code colour = dimColour() ) {
+ if ( itMessage == messages.end() )
+ return;
+
+ // using messages.end() directly yields compilation error:
+ std::vector<MessageInfo>::const_iterator itEnd = messages.end();
+ const std::size_t N = static_cast<std::size_t>( std::distance( itMessage, itEnd ) );
+
+ {
+ Colour colourGuard( colour );
+ stream << " with " << pluralise( N, "message" ) << ':';
+ }
+
+ for(; itMessage != itEnd; ) {
+ // If this assertion is a warning ignore any INFO messages
+ if( printInfoMessages || itMessage->type != ResultWas::Info ) {
+ stream << " '" << itMessage->message << '\'';
+ if ( ++itMessage != itEnd ) {
+ Colour colourGuard( dimColour() );
+ stream << " and";
+ }
+ }
+ }
+ }
+
+ private:
+ std::ostream& stream;
+ AssertionStats const& stats;
+ AssertionResult const& result;
+ std::vector<MessageInfo> messages;
+ std::vector<MessageInfo>::const_iterator itMessage;
+ bool printInfoMessages;
+ };
+
+ // Colour, message variants:
+ // - white: No tests ran.
+ // - red: Failed [both/all] N test cases, failed [both/all] M assertions.
+ // - white: Passed [both/all] N test cases (no assertions).
+ // - red: Failed N tests cases, failed M assertions.
+ // - green: Passed [both/all] N tests cases with M assertions.
+
+ std::string bothOrAll( std::size_t count ) const {
+ return count == 1 ? std::string() : count == 2 ? "both " : "all " ;
+ }
+
+ void printTotals( const Totals& totals ) const {
+ if( totals.testCases.total() == 0 ) {
+ stream << "No tests ran.";
+ }
+ else if( totals.testCases.failed == totals.testCases.total() ) {
+ Colour colour( Colour::ResultError );
+ const std::string qualify_assertions_failed =
+ totals.assertions.failed == totals.assertions.total() ?
+ bothOrAll( totals.assertions.failed ) : std::string();
+ stream <<
+ "Failed " << bothOrAll( totals.testCases.failed )
+ << pluralise( totals.testCases.failed, "test case" ) << ", "
+ "failed " << qualify_assertions_failed <<
+ pluralise( totals.assertions.failed, "assertion" ) << '.';
+ }
+ else if( totals.assertions.total() == 0 ) {
+ stream <<
+ "Passed " << bothOrAll( totals.testCases.total() )
+ << pluralise( totals.testCases.total(), "test case" )
+ << " (no assertions).";
+ }
+ else if( totals.assertions.failed ) {
+ Colour colour( Colour::ResultError );
+ stream <<
+ "Failed " << pluralise( totals.testCases.failed, "test case" ) << ", "
+ "failed " << pluralise( totals.assertions.failed, "assertion" ) << '.';
+ }
+ else {
+ Colour colour( Colour::ResultSuccess );
+ stream <<
+ "Passed " << bothOrAll( totals.testCases.passed )
+ << pluralise( totals.testCases.passed, "test case" ) <<
+ " with " << pluralise( totals.assertions.passed, "assertion" ) << '.';
+ }
+ }
+ };
+
+ INTERNAL_CATCH_REGISTER_REPORTER( "compact", CompactReporter )
+
+} // end namespace Catch
+
+namespace Catch {
+ // These are all here to avoid warnings about not having any out of line
+ // virtual methods
+ NonCopyable::~NonCopyable() {}
+ IShared::~IShared() {}
+ IStream::~IStream() CATCH_NOEXCEPT {}
+ FileStream::~FileStream() CATCH_NOEXCEPT {}
+ CoutStream::~CoutStream() CATCH_NOEXCEPT {}
+ DebugOutStream::~DebugOutStream() CATCH_NOEXCEPT {}
+ StreamBufBase::~StreamBufBase() CATCH_NOEXCEPT {}
+ IContext::~IContext() {}
+ IResultCapture::~IResultCapture() {}
+ ITestCase::~ITestCase() {}
+ ITestCaseRegistry::~ITestCaseRegistry() {}
+ IRegistryHub::~IRegistryHub() {}
+ IMutableRegistryHub::~IMutableRegistryHub() {}
+ IExceptionTranslator::~IExceptionTranslator() {}
+ IExceptionTranslatorRegistry::~IExceptionTranslatorRegistry() {}
+ IReporter::~IReporter() {}
+ IReporterFactory::~IReporterFactory() {}
+ IReporterRegistry::~IReporterRegistry() {}
+ IStreamingReporter::~IStreamingReporter() {}
+ AssertionStats::~AssertionStats() {}
+ SectionStats::~SectionStats() {}
+ TestCaseStats::~TestCaseStats() {}
+ TestGroupStats::~TestGroupStats() {}
+ TestRunStats::~TestRunStats() {}
+ CumulativeReporterBase::SectionNode::~SectionNode() {}
+ CumulativeReporterBase::~CumulativeReporterBase() {}
+
+ StreamingReporterBase::~StreamingReporterBase() {}
+ ConsoleReporter::~ConsoleReporter() {}
+ CompactReporter::~CompactReporter() {}
+ IRunner::~IRunner() {}
+ IMutableContext::~IMutableContext() {}
+ IConfig::~IConfig() {}
+ XmlReporter::~XmlReporter() {}
+ JunitReporter::~JunitReporter() {}
+ TestRegistry::~TestRegistry() {}
+ FreeFunctionTestCase::~FreeFunctionTestCase() {}
+ IGeneratorInfo::~IGeneratorInfo() {}
+ IGeneratorsForTest::~IGeneratorsForTest() {}
+ WildcardPattern::~WildcardPattern() {}
+ TestSpec::Pattern::~Pattern() {}
+ TestSpec::NamePattern::~NamePattern() {}
+ TestSpec::TagPattern::~TagPattern() {}
+ TestSpec::ExcludedPattern::~ExcludedPattern() {}
+
+ void Config::dummy() {}
+
+ namespace TestCaseTracking {
+ ITracker::~ITracker() {}
+ TrackerBase::~TrackerBase() {}
+ SectionTracker::~SectionTracker() {}
+ IndexTracker::~IndexTracker() {}
+ }
+}
+
+#ifdef __clang__
+#pragma clang diagnostic pop
+#endif
+
+#endif
+
+#ifdef CATCH_CONFIG_MAIN
+// #included from: internal/catch_default_main.hpp
+#define TWOBLUECUBES_CATCH_DEFAULT_MAIN_HPP_INCLUDED
+
+#ifndef __OBJC__
+
+// Standard C/C++ main entry point
+int main (int argc, char * argv[]) {
+ int result = Catch::Session().run( argc, argv );
+ return ( result < 0xff ? result : 0xff );
+}
+
+#else // __OBJC__
+
+// Objective-C entry point
+int main (int argc, char * const argv[]) {
+#if !CATCH_ARC_ENABLED
+ NSAutoreleasePool * pool = [[NSAutoreleasePool alloc] init];
+#endif
+
+ Catch::registerTestMethods();
+ int result = Catch::Session().run( argc, (char* const*)argv );
+
+#if !CATCH_ARC_ENABLED
+ [pool drain];
+#endif
+
+ return ( result < 0xff ? result : 0xff );
+}
+
+#endif // __OBJC__
+
+#endif
+
+#ifdef CLARA_CONFIG_MAIN_NOT_DEFINED
+# undef CLARA_CONFIG_MAIN
+#endif
+
+//////
+
+// If this config identifier is defined then all CATCH macros are prefixed with CATCH_
+#ifdef CATCH_CONFIG_PREFIX_ALL
+
+#define CATCH_REQUIRE( expr ) INTERNAL_CATCH_TEST( expr, Catch::ResultDisposition::Normal, "CATCH_REQUIRE" )
+#define CATCH_REQUIRE_FALSE( expr ) INTERNAL_CATCH_TEST( expr, Catch::ResultDisposition::Normal | Catch::ResultDisposition::FalseTest, "CATCH_REQUIRE_FALSE" )
+
+#define CATCH_REQUIRE_THROWS( expr ) INTERNAL_CATCH_THROWS( expr, Catch::ResultDisposition::Normal, "", "CATCH_REQUIRE_THROWS" )
+#define CATCH_REQUIRE_THROWS_AS( expr, exceptionType ) INTERNAL_CATCH_THROWS_AS( expr, exceptionType, Catch::ResultDisposition::Normal, "CATCH_REQUIRE_THROWS_AS" )
+#define CATCH_REQUIRE_THROWS_WITH( expr, matcher ) INTERNAL_CATCH_THROWS( expr, Catch::ResultDisposition::Normal, matcher, "CATCH_REQUIRE_THROWS_WITH" )
+#define CATCH_REQUIRE_NOTHROW( expr ) INTERNAL_CATCH_NO_THROW( expr, Catch::ResultDisposition::Normal, "CATCH_REQUIRE_NOTHROW" )
+
+#define CATCH_CHECK( expr ) INTERNAL_CATCH_TEST( expr, Catch::ResultDisposition::ContinueOnFailure, "CATCH_CHECK" )
+#define CATCH_CHECK_FALSE( expr ) INTERNAL_CATCH_TEST( expr, Catch::ResultDisposition::ContinueOnFailure | Catch::ResultDisposition::FalseTest, "CATCH_CHECK_FALSE" )
+#define CATCH_CHECKED_IF( expr ) INTERNAL_CATCH_IF( expr, Catch::ResultDisposition::ContinueOnFailure, "CATCH_CHECKED_IF" )
+#define CATCH_CHECKED_ELSE( expr ) INTERNAL_CATCH_ELSE( expr, Catch::ResultDisposition::ContinueOnFailure, "CATCH_CHECKED_ELSE" )
+#define CATCH_CHECK_NOFAIL( expr ) INTERNAL_CATCH_TEST( expr, Catch::ResultDisposition::ContinueOnFailure | Catch::ResultDisposition::SuppressFail, "CATCH_CHECK_NOFAIL" )
+
+#define CATCH_CHECK_THROWS( expr ) INTERNAL_CATCH_THROWS( expr, Catch::ResultDisposition::ContinueOnFailure, "", "CATCH_CHECK_THROWS" )
+#define CATCH_CHECK_THROWS_AS( expr, exceptionType ) INTERNAL_CATCH_THROWS_AS( expr, exceptionType, Catch::ResultDisposition::ContinueOnFailure, "CATCH_CHECK_THROWS_AS" )
+#define CATCH_CHECK_THROWS_WITH( expr, matcher ) INTERNAL_CATCH_THROWS( expr, Catch::ResultDisposition::ContinueOnFailure, matcher, "CATCH_CHECK_THROWS_WITH" )
+#define CATCH_CHECK_NOTHROW( expr ) INTERNAL_CATCH_NO_THROW( expr, Catch::ResultDisposition::ContinueOnFailure, "CATCH_CHECK_NOTHROW" )
+
+#define CATCH_CHECK_THAT( arg, matcher ) INTERNAL_CHECK_THAT( arg, matcher, Catch::ResultDisposition::ContinueOnFailure, "CATCH_CHECK_THAT" )
+#define CATCH_REQUIRE_THAT( arg, matcher ) INTERNAL_CHECK_THAT( arg, matcher, Catch::ResultDisposition::Normal, "CATCH_REQUIRE_THAT" )
+
+#define CATCH_INFO( msg ) INTERNAL_CATCH_INFO( msg, "CATCH_INFO" )
+#define CATCH_WARN( msg ) INTERNAL_CATCH_MSG( Catch::ResultWas::Warning, Catch::ResultDisposition::ContinueOnFailure, "CATCH_WARN", msg )
+#define CATCH_SCOPED_INFO( msg ) INTERNAL_CATCH_INFO( msg, "CATCH_INFO" )
+#define CATCH_CAPTURE( msg ) INTERNAL_CATCH_INFO( #msg " := " << msg, "CATCH_CAPTURE" )
+#define CATCH_SCOPED_CAPTURE( msg ) INTERNAL_CATCH_INFO( #msg " := " << msg, "CATCH_CAPTURE" )
+
+#ifdef CATCH_CONFIG_VARIADIC_MACROS
+ #define CATCH_TEST_CASE( ... ) INTERNAL_CATCH_TESTCASE( __VA_ARGS__ )
+ #define CATCH_TEST_CASE_METHOD( className, ... ) INTERNAL_CATCH_TEST_CASE_METHOD( className, __VA_ARGS__ )
+ #define CATCH_METHOD_AS_TEST_CASE( method, ... ) INTERNAL_CATCH_METHOD_AS_TEST_CASE( method, __VA_ARGS__ )
+ #define CATCH_REGISTER_TEST_CASE( Function, ... ) INTERNAL_CATCH_REGISTER_TESTCASE( Function, __VA_ARGS__ )
+ #define CATCH_SECTION( ... ) INTERNAL_CATCH_SECTION( __VA_ARGS__ )
+ #define CATCH_FAIL( ... ) INTERNAL_CATCH_MSG( Catch::ResultWas::ExplicitFailure, Catch::ResultDisposition::Normal, "CATCH_FAIL", __VA_ARGS__ )
+ #define CATCH_SUCCEED( ... ) INTERNAL_CATCH_MSG( Catch::ResultWas::Ok, Catch::ResultDisposition::ContinueOnFailure, "CATCH_SUCCEED", __VA_ARGS__ )
+#else
+ #define CATCH_TEST_CASE( name, description ) INTERNAL_CATCH_TESTCASE( name, description )
+ #define CATCH_TEST_CASE_METHOD( className, name, description ) INTERNAL_CATCH_TEST_CASE_METHOD( className, name, description )
+ #define CATCH_METHOD_AS_TEST_CASE( method, name, description ) INTERNAL_CATCH_METHOD_AS_TEST_CASE( method, name, description )
+ #define CATCH_REGISTER_TEST_CASE( function, name, description ) INTERNAL_CATCH_REGISTER_TESTCASE( function, name, description )
+ #define CATCH_SECTION( name, description ) INTERNAL_CATCH_SECTION( name, description )
+ #define CATCH_FAIL( msg ) INTERNAL_CATCH_MSG( Catch::ResultWas::ExplicitFailure, Catch::ResultDisposition::Normal, "CATCH_FAIL", msg )
+ #define CATCH_SUCCEED( msg ) INTERNAL_CATCH_MSG( Catch::ResultWas::Ok, Catch::ResultDisposition::ContinueOnFailure, "CATCH_SUCCEED", msg )
+#endif
+#define CATCH_ANON_TEST_CASE() INTERNAL_CATCH_TESTCASE( "", "" )
+
+#define CATCH_REGISTER_REPORTER( name, reporterType ) INTERNAL_CATCH_REGISTER_REPORTER( name, reporterType )
+#define CATCH_REGISTER_LEGACY_REPORTER( name, reporterType ) INTERNAL_CATCH_REGISTER_LEGACY_REPORTER( name, reporterType )
+
+#define CATCH_GENERATE( expr) INTERNAL_CATCH_GENERATE( expr )
+
+// "BDD-style" convenience wrappers
+#ifdef CATCH_CONFIG_VARIADIC_MACROS
+#define CATCH_SCENARIO( ... ) CATCH_TEST_CASE( "Scenario: " __VA_ARGS__ )
+#define CATCH_SCENARIO_METHOD( className, ... ) INTERNAL_CATCH_TEST_CASE_METHOD( className, "Scenario: " __VA_ARGS__ )
+#else
+#define CATCH_SCENARIO( name, tags ) CATCH_TEST_CASE( "Scenario: " name, tags )
+#define CATCH_SCENARIO_METHOD( className, name, tags ) INTERNAL_CATCH_TEST_CASE_METHOD( className, "Scenario: " name, tags )
+#endif
+#define CATCH_GIVEN( desc ) CATCH_SECTION( std::string( "Given: ") + desc, "" )
+#define CATCH_WHEN( desc ) CATCH_SECTION( std::string( " When: ") + desc, "" )
+#define CATCH_AND_WHEN( desc ) CATCH_SECTION( std::string( " And: ") + desc, "" )
+#define CATCH_THEN( desc ) CATCH_SECTION( std::string( " Then: ") + desc, "" )
+#define CATCH_AND_THEN( desc ) CATCH_SECTION( std::string( " And: ") + desc, "" )
+
+// If CATCH_CONFIG_PREFIX_ALL is not defined then the CATCH_ prefix is not required
+#else
+
+#define REQUIRE( expr ) INTERNAL_CATCH_TEST( expr, Catch::ResultDisposition::Normal, "REQUIRE" )
+#define REQUIRE_FALSE( expr ) INTERNAL_CATCH_TEST( expr, Catch::ResultDisposition::Normal | Catch::ResultDisposition::FalseTest, "REQUIRE_FALSE" )
+
+#define REQUIRE_THROWS( expr ) INTERNAL_CATCH_THROWS( expr, Catch::ResultDisposition::Normal, "", "REQUIRE_THROWS" )
+#define REQUIRE_THROWS_AS( expr, exceptionType ) INTERNAL_CATCH_THROWS_AS( expr, exceptionType, Catch::ResultDisposition::Normal, "REQUIRE_THROWS_AS" )
+#define REQUIRE_THROWS_WITH( expr, matcher ) INTERNAL_CATCH_THROWS( expr, Catch::ResultDisposition::Normal, matcher, "REQUIRE_THROWS_WITH" )
+#define REQUIRE_NOTHROW( expr ) INTERNAL_CATCH_NO_THROW( expr, Catch::ResultDisposition::Normal, "REQUIRE_NOTHROW" )
+
+#define CHECK( expr ) INTERNAL_CATCH_TEST( expr, Catch::ResultDisposition::ContinueOnFailure, "CHECK" )
+#define CHECK_FALSE( expr ) INTERNAL_CATCH_TEST( expr, Catch::ResultDisposition::ContinueOnFailure | Catch::ResultDisposition::FalseTest, "CHECK_FALSE" )
+#define CHECKED_IF( expr ) INTERNAL_CATCH_IF( expr, Catch::ResultDisposition::ContinueOnFailure, "CHECKED_IF" )
+#define CHECKED_ELSE( expr ) INTERNAL_CATCH_ELSE( expr, Catch::ResultDisposition::ContinueOnFailure, "CHECKED_ELSE" )
+#define CHECK_NOFAIL( expr ) INTERNAL_CATCH_TEST( expr, Catch::ResultDisposition::ContinueOnFailure | Catch::ResultDisposition::SuppressFail, "CHECK_NOFAIL" )
+
+#define CHECK_THROWS( expr ) INTERNAL_CATCH_THROWS( expr, Catch::ResultDisposition::ContinueOnFailure, "", "CHECK_THROWS" )
+#define CHECK_THROWS_AS( expr, exceptionType ) INTERNAL_CATCH_THROWS_AS( expr, exceptionType, Catch::ResultDisposition::ContinueOnFailure, "CHECK_THROWS_AS" )
+#define CHECK_THROWS_WITH( expr, matcher ) INTERNAL_CATCH_THROWS( expr, Catch::ResultDisposition::ContinueOnFailure, matcher, "CHECK_THROWS_WITH" )
+#define CHECK_NOTHROW( expr ) INTERNAL_CATCH_NO_THROW( expr, Catch::ResultDisposition::ContinueOnFailure, "CHECK_NOTHROW" )
+
+#define CHECK_THAT( arg, matcher ) INTERNAL_CHECK_THAT( arg, matcher, Catch::ResultDisposition::ContinueOnFailure, "CHECK_THAT" )
+#define REQUIRE_THAT( arg, matcher ) INTERNAL_CHECK_THAT( arg, matcher, Catch::ResultDisposition::Normal, "REQUIRE_THAT" )
+
+#define INFO( msg ) INTERNAL_CATCH_INFO( msg, "INFO" )
+#define WARN( msg ) INTERNAL_CATCH_MSG( Catch::ResultWas::Warning, Catch::ResultDisposition::ContinueOnFailure, "WARN", msg )
+#define SCOPED_INFO( msg ) INTERNAL_CATCH_INFO( msg, "INFO" )
+#define CAPTURE( msg ) INTERNAL_CATCH_INFO( #msg " := " << msg, "CAPTURE" )
+#define SCOPED_CAPTURE( msg ) INTERNAL_CATCH_INFO( #msg " := " << msg, "CAPTURE" )
+
+#ifdef CATCH_CONFIG_VARIADIC_MACROS
+ #define TEST_CASE( ... ) INTERNAL_CATCH_TESTCASE( __VA_ARGS__ )
+ #define TEST_CASE_METHOD( className, ... ) INTERNAL_CATCH_TEST_CASE_METHOD( className, __VA_ARGS__ )
+ #define METHOD_AS_TEST_CASE( method, ... ) INTERNAL_CATCH_METHOD_AS_TEST_CASE( method, __VA_ARGS__ )
+ #define REGISTER_TEST_CASE( Function, ... ) INTERNAL_CATCH_REGISTER_TESTCASE( Function, __VA_ARGS__ )
+ #define SECTION( ... ) INTERNAL_CATCH_SECTION( __VA_ARGS__ )
+ #define FAIL( ... ) INTERNAL_CATCH_MSG( Catch::ResultWas::ExplicitFailure, Catch::ResultDisposition::Normal, "FAIL", __VA_ARGS__ )
+ #define SUCCEED( ... ) INTERNAL_CATCH_MSG( Catch::ResultWas::Ok, Catch::ResultDisposition::ContinueOnFailure, "SUCCEED", __VA_ARGS__ )
+#else
+ #define TEST_CASE( name, description ) INTERNAL_CATCH_TESTCASE( name, description )
+ #define TEST_CASE_METHOD( className, name, description ) INTERNAL_CATCH_TEST_CASE_METHOD( className, name, description )
+ #define METHOD_AS_TEST_CASE( method, name, description ) INTERNAL_CATCH_METHOD_AS_TEST_CASE( method, name, description )
+ #define REGISTER_TEST_CASE( method, name, description ) INTERNAL_CATCH_REGISTER_TESTCASE( method, name, description )
+ #define SECTION( name, description ) INTERNAL_CATCH_SECTION( name, description )
+ #define FAIL( msg ) INTERNAL_CATCH_MSG( Catch::ResultWas::ExplicitFailure, Catch::ResultDisposition::Normal, "FAIL", msg )
+ #define SUCCEED( msg ) INTERNAL_CATCH_MSG( Catch::ResultWas::Ok, Catch::ResultDisposition::ContinueOnFailure, "SUCCEED", msg )
+#endif
+#define ANON_TEST_CASE() INTERNAL_CATCH_TESTCASE( "", "" )
+
+#define REGISTER_REPORTER( name, reporterType ) INTERNAL_CATCH_REGISTER_REPORTER( name, reporterType )
+#define REGISTER_LEGACY_REPORTER( name, reporterType ) INTERNAL_CATCH_REGISTER_LEGACY_REPORTER( name, reporterType )
+
+#define GENERATE( expr) INTERNAL_CATCH_GENERATE( expr )
+
+#endif
+
+#define CATCH_TRANSLATE_EXCEPTION( signature ) INTERNAL_CATCH_TRANSLATE_EXCEPTION( signature )
+
+// "BDD-style" convenience wrappers
+#ifdef CATCH_CONFIG_VARIADIC_MACROS
+#define SCENARIO( ... ) TEST_CASE( "Scenario: " __VA_ARGS__ )
+#define SCENARIO_METHOD( className, ... ) INTERNAL_CATCH_TEST_CASE_METHOD( className, "Scenario: " __VA_ARGS__ )
+#else
+#define SCENARIO( name, tags ) TEST_CASE( "Scenario: " name, tags )
+#define SCENARIO_METHOD( className, name, tags ) INTERNAL_CATCH_TEST_CASE_METHOD( className, "Scenario: " name, tags )
+#endif
+#define GIVEN( desc ) SECTION( std::string(" Given: ") + desc, "" )
+#define WHEN( desc ) SECTION( std::string(" When: ") + desc, "" )
+#define AND_WHEN( desc ) SECTION( std::string("And when: ") + desc, "" )
+#define THEN( desc ) SECTION( std::string(" Then: ") + desc, "" )
+#define AND_THEN( desc ) SECTION( std::string(" And: ") + desc, "" )
+
+using Catch::Detail::Approx;
+
+#endif // TWOBLUECUBES_SINGLE_INCLUDE_CATCH_HPP_INCLUDED
+
diff --git a/fuzzylite/test/hedge/HedgeFunctionTest.cpp b/fuzzylite/test/hedge/HedgeFunctionTest.cpp
new file mode 100644
index 0000000..dab70f5
--- /dev/null
+++ b/fuzzylite/test/hedge/HedgeFunctionTest.cpp
@@ -0,0 +1,141 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#include "test/catch.hpp"
+#include "fl/Headers.h"
+
+namespace fl {
+
+ /**
+ * Tests: hedge/HedgeFunction
+ *
+ * @author Juan Rada-Vilela, Ph.D.
+ *
+ */
+
+ static std::string hedgeEngine() {
+#ifdef FL_CPP98
+ return "";
+#else
+ return R""(
+Engine: Sugeno-Tip-Calculator
+InputVariable: FoodQuality
+ enabled: true
+ range: 1.000 10.000
+ lock-range: false
+ term: Bad Trapezoid 0.000 1.000 3.000 7.000
+ term: Good Trapezoid 3.000 7.000 10.000 11.000
+InputVariable: Service
+ enabled: true
+ range: 1.000 10.000
+ lock-range: false
+ term: Bad Trapezoid 0.000 1.000 3.000 7.000
+ term: Good Trapezoid 3.000 7.000 10.000 11.000
+OutputVariable: CheapTip
+ enabled: true
+ range: 5.000 25.000
+ lock-range: false
+ aggregation: none
+ defuzzifier: WeightedAverage TakagiSugeno
+ default: nan
+ lock-previous: false
+ term: Low Constant 10.000
+ term: Medium Constant 15.000
+ term: High Constant 20.000
+OutputVariable: AverageTip
+ enabled: true
+ range: 5.000 25.000
+ lock-range: false
+ aggregation: none
+ defuzzifier: WeightedAverage TakagiSugeno
+ default: nan
+ lock-previous: false
+ term: Low Constant 10.000
+ term: Medium Constant 15.000
+ term: High Constant 20.000
+OutputVariable: GenerousTip
+ enabled: true
+ range: 5.000 25.000
+ lock-range: false
+ aggregation: none
+ defuzzifier: WeightedAverage TakagiSugeno
+ default: nan
+ lock-previous: false
+ term: Low Constant 10.000
+ term: Medium Constant 15.000
+ term: High Constant 20.000
+RuleBlock:
+ enabled: true
+ conjunction: EinsteinProduct
+ disjunction: none
+ implication: none
+ activation: General
+ rule: if FoodQuality is extremely Bad and Service is extremely Bad then CheapTip is extremely Low and AverageTip is very Low and GenerousTip is Low
+ rule: if FoodQuality is Good and Service is extremely Bad then CheapTip is Low and AverageTip is Low and GenerousTip is Medium
+ rule: if FoodQuality is very Good and Service is very Bad then CheapTip is Low and AverageTip is Medium and GenerousTip is High
+ rule: if FoodQuality is Bad and Service is Bad then CheapTip is Low and AverageTip is Low and GenerousTip is Medium
+ rule: if FoodQuality is Good and Service is Bad then CheapTip is Low and AverageTip is Medium and GenerousTip is High
+ rule: if FoodQuality is extremely Good and Service is Bad then CheapTip is Low and AverageTip is Medium and GenerousTip is very High
+ rule: if FoodQuality is Bad and Service is Good then CheapTip is Low and AverageTip is Medium and GenerousTip is High
+ rule: if FoodQuality is Good and Service is Good then CheapTip is Medium and AverageTip is Medium and GenerousTip is very High
+ rule: if FoodQuality is very Bad and Service is very Good then CheapTip is Low and AverageTip is Medium and GenerousTip is High
+ rule: if FoodQuality is very very Good and Service is very very Good then CheapTip is High and AverageTip is very High and GenerousTip is extremely High
+)"";
+#endif
+ }
+
+ static Hedge* myVeryConstructor() {
+ return new HedgeFunction("x*x");
+ }
+
+ static Hedge* myExtraVeryConstructor() {
+ return new HedgeFunction("x*x*x");
+ }
+
+ TEST_CASE("HedgeFunction x*x is equivalent to hedge Very", "[hedge][function]") {
+#ifdef FL_CPP98
+ FL_IUNUSED(&(hedgeEngine));
+ FL_IUNUSED(&(myVeryConstructor));
+ FL_IUNUSED(&(myExtraVeryConstructor));
+ WARN("Test only runs with -DFL_CPP98=OFF");
+ return;
+#else
+ std::string fllEngine = hedgeEngine();
+ //Import using regular hedge very
+ FL_unique_ptr<Engine> engine(FllImporter().fromString(fllEngine));
+ std::string fldVery = FldExporter().toString(engine.get(), 1024);
+
+ //Replace hedge very with a HedgeFunction(x*x)
+ HedgeFactory* factory = FactoryManager::instance()->hedge();
+ factory->registerConstructor("very", &(myVeryConstructor));
+ //Import again with new HedgeFunction
+ engine.reset(FllImporter().fromString(fllEngine));
+ std::string anotherFld = FldExporter().toString(engine.get(), 1024);
+ //Both must be equal
+ CHECK(fldVery == anotherFld);
+
+ //Replace very with a HedgeFunction(x*x*x)
+ factory->registerConstructor("very", &(myExtraVeryConstructor));
+
+ engine.reset(FllImporter().fromString(fllEngine));
+ anotherFld = FldExporter().toString(engine.get(), 1024);
+
+ //Must be different
+ CHECK(fldVery != anotherFld);
+#endif
+ }
+
+}
diff --git a/fuzzylite/test/imex/FldExporterTest.cpp b/fuzzylite/test/imex/FldExporterTest.cpp
new file mode 100644
index 0000000..e312f1d
--- /dev/null
+++ b/fuzzylite/test/imex/FldExporterTest.cpp
@@ -0,0 +1,45 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#include "test/catch.hpp"
+#include "fl/Headers.h"
+
+namespace fl {
+
+ TEST_CASE("Exports same number of values in scopes", "[imex]") {
+ FL_unique_ptr<Engine> engine(Console::mamdani());
+ engine->addInputVariable(new InputVariable("Dummy2", 0, 1));
+ engine->addInputVariable(new InputVariable("Dummy3", 0, 1));
+ engine->addInputVariable(new InputVariable("Dummy4", 0, 1));
+
+ FldExporter exporter("\t");
+ exporter.setExportHeader(false);
+
+ int valuesEachVariable = 3;
+ int expectedValues = (int) std::pow(valuesEachVariable, 1.0 * engine->numberOfInputVariables());
+
+ std::string eachVariable = exporter.toString(engine.get(), valuesEachVariable, FldExporter::EachVariable);
+ // FL_LOG("eachVariable:\n" << eachVariable);
+ std::vector<std::string> linesByVariable = Op::split(eachVariable, "\n");
+ CHECK(int(linesByVariable.size()) == expectedValues);
+
+ std::string allVariables = exporter.toString(engine.get(), expectedValues, FldExporter::AllVariables);
+ std::vector<std::string> linesAllVariables = Op::split(allVariables, "\n");
+ // FL_LOG("allVariables:\n" << allVariables);
+ CHECK(int(linesAllVariables.size()) == expectedValues);
+ }
+
+}
diff --git a/fuzzylite/test/imex/FllImporterTest.cpp b/fuzzylite/test/imex/FllImporterTest.cpp
new file mode 100644
index 0000000..d31701a
--- /dev/null
+++ b/fuzzylite/test/imex/FllImporterTest.cpp
@@ -0,0 +1,56 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#include "test/catch.hpp"
+#include "fl/Headers.h"
+
+namespace fl {
+
+ TEST_CASE("Template of FuzzyLite Language works", "[imex]") {
+ std::string fllTemplate;
+#ifdef FL_CPP98
+ //ignore
+#else
+ fllTemplate = R""(
+#Template: FuzzyLite Language (FLL)
+#Engine: string
+#InputVariable: identifier
+# enabled: boolean
+# range: scalar scalar
+# term: identifier Term [parameters]
+#OutputVariable: identifier
+# enabled: boolean
+# range: scalar scalar
+# aggregation: SNorm|none
+# defuzzifier: [Defuzzifier [parameter]]|none
+# default: scalar
+# lock-previous: boolean
+# lock-range: boolean
+# term: identifier Term [parameters]
+#RuleBlock: string
+# enabled: boolean
+# conjunction: TNorm|none
+# disjunction: SNorm|none
+# implication: TNorm|none
+# rule: if antecedent then consequent with weight
+)"";
+#endif
+ FL_unique_ptr<Engine> engine(FllImporter().fromString(fllTemplate));
+ Engine empty;
+ CHECK(FllExporter().toString(engine.get()) == FllExporter().toString(&empty));
+ }
+
+}
diff --git a/fuzzylite/test/imex/RScriptExporterTest.cpp b/fuzzylite/test/imex/RScriptExporterTest.cpp
new file mode 100644
index 0000000..b6d87d8
--- /dev/null
+++ b/fuzzylite/test/imex/RScriptExporterTest.cpp
@@ -0,0 +1,103 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#include "test/catch.hpp"
+#include "fl/Headers.h"
+#include <fstream>
+
+namespace fl {
+
+ TEST_CASE("RExporter creates plots with a single variable", "[imex]") {
+ FL_unique_ptr<Engine> engine(Console::mamdani());
+ engine->addInputVariable(new InputVariable("Dummy", 0, 1));
+
+ std::string filename("/tmp/simple-dimmer.fld");
+ {
+ std::ofstream os(filename.c_str());
+ FldExporter().write(engine.get(), os, 1024);
+ os.close();
+ }
+
+ std::ifstream is(filename.c_str());
+ std::string dummy;
+ std::getline(is, dummy); //remove header
+
+ std::ostringstream os;
+
+ RScriptExporter().writeScriptImportingDataFrame(engine.get(), os,
+ engine->getInputVariable(0), engine->getInputVariable(1),
+ "/dummy/path/to/x.fld",
+ engine->outputVariables());
+ FL_LOG(os.str());
+ }
+
+ TEST_CASE("RExporter ") {
+ std::string fll =
+ "Engine: mam21\n"
+ "InputVariable: angle\n"
+ " enabled: true\n"
+ " range: -5.000 5.000\n"
+ " lock-range: false\n"
+ " term: small Bell -5.000 5.000 8.000\n"
+ " term: big Bell 5.000 5.000 8.000\n"
+ "InputVariable: velocity\n"
+ " enabled: true\n"
+ " range: -5.000 5.000\n"
+ " lock-range: false\n"
+ " term: small Bell -5.000 5.000 2.000\n"
+ " term: big Bell 5.000 5.000 2.000\n"
+ "OutputVariable: force\n"
+ " enabled: true\n"
+ " range: -5.000 5.000\n"
+ " lock-range: false\n"
+ " aggregation: Maximum\n"
+ " defuzzifier: Centroid 200\n"
+ " default: nan\n"
+ " lock-previous: false\n"
+ " term: negBig Bell -5.000 1.670 8.000\n"
+ " term: negSmall Bell -1.670 1.670 8.000\n"
+ " term: posSmall Bell 1.670 1.670 8.000\n"
+ " term: posBig Bell 5.000 1.670 8.000\n"
+ "OutputVariable: force2\n"
+ " enabled: true\n"
+ " range: -5.000 5.000\n"
+ " lock-range: false\n"
+ " aggregation: Maximum\n"
+ " defuzzifier: Centroid 200\n"
+ " default: nan\n"
+ " lock-previous: false\n"
+ " term: negBig2 Bell -3.000 1.670 8.000\n"
+ " term: negSmall2 Bell -1.000 1.670 8.000\n"
+ " term: posSmall2 Bell 1.000 1.670 8.000\n"
+ " term: posBig2 Bell 3.000 1.670 8.000\n"
+ "RuleBlock: \n"
+ " enabled: true\n"
+ " conjunction: Minimum\n"
+ " disjunction: Maximum\n"
+ " implication: Minimum\n"
+ " activation: General\n"
+ " rule: if angle is small and velocity is small then force is negBig and force2 is posBig2\n"
+ " rule: if angle is small and velocity is big then force is negSmall and force2 is posSmall2\n"
+ " rule: if angle is big and velocity is small then force is posSmall and force2 is negSmall2\n"
+ " rule: if angle is big and velocity is big then force is posBig and force2 is negBig2\n";
+
+ Engine* engine = FllImporter().fromString(fll);
+ RScriptExporter().toFile("/tmp/mam22.R", engine,
+ engine->getInputVariable(0), engine->getInputVariable(1),
+ 1024, FldExporter::AllVariables, engine->outputVariables());
+ }
+
+}
diff --git a/fuzzylite/test/norm/NormFunctionTest.cpp b/fuzzylite/test/norm/NormFunctionTest.cpp
new file mode 100644
index 0000000..afce4c8
--- /dev/null
+++ b/fuzzylite/test/norm/NormFunctionTest.cpp
@@ -0,0 +1,202 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#include "test/catch.hpp"
+#include "fl/Headers.h"
+
+namespace fl {
+
+ /**
+ * Tests: norm/NormFunctions
+ *
+ * @author Juan Rada-Vilela, Ph.D.
+ *
+ */
+
+ static std::string snormEngine() {
+#ifdef FL_CPP98
+ return "";
+#else
+ return R""(
+Engine: tipper
+InputVariable: service
+ enabled: true
+ range: 0.000 10.000
+ lock-range: false
+ term: poor Gaussian 0.000 1.500
+ term: good Gaussian 5.000 1.500
+ term: excellent Gaussian 10.000 1.500
+InputVariable: food
+ enabled: true
+ range: 0.000 10.000
+ lock-range: false
+ term: rancid Trapezoid 0.000 0.000 1.000 3.000
+ term: delicious Trapezoid 7.000 9.000 10.000 10.000
+OutputVariable: tip
+ enabled: true
+ range: 0.000 30.000
+ lock-range: false
+ aggregation: Maximum
+ defuzzifier: Centroid 200
+ default: nan
+ lock-previous: false
+ term: cheap Triangle 0.000 5.000 10.000
+ term: average Triangle 10.000 15.000 20.000
+ term: generous Triangle 20.000 25.000 30.000
+RuleBlock:
+ enabled: true
+ conjunction: Minimum
+ disjunction: Maximum
+ implication: Minimum
+ activation: General
+ rule: if service is poor or food is rancid then tip is cheap
+ rule: if service is good then tip is average
+ rule: if service is excellent or food is delicious then tip is generous
+)"";
+#endif
+ }
+
+ static SNorm* myMaximumNorm() {
+ return new SNormFunction("max(a,b)");
+ }
+
+ static SNorm* myNotSoMaximumNorm() {
+ return new SNormFunction("max(a,b) * 0.5");
+ }
+
+ TEST_CASE("SNormFunction (max(a,b)) is equivalent to Maximum", "[snorm][maximum]") {
+#ifdef FL_CPP98
+ FL_IUNUSED(&(myMaximumNorm));
+ FL_IUNUSED(&(myNotSoMaximumNorm));
+ FL_IUNUSED(&(snormEngine));
+ WARN("Test only runs with -DFL_CPP98=OFF");
+ return;
+#else
+ std::string fllEngine = snormEngine();
+ FL_unique_ptr<Engine> engine(FllImporter().fromString(fllEngine));
+ std::string fld = FldExporter().toString(engine.get(), 1024);
+
+ SNormFactory* factory = FactoryManager::instance()->snorm();
+ factory->registerConstructor("Maximum", &(myMaximumNorm));
+
+ //Check our custom SNorm is registered
+ FL_unique_ptr<SNorm> x(factory->constructObject("Maximum"));
+ CHECK(Op::isEq(x->compute(0, 0.5), 0.5));
+
+ //Test creating an engine with the new SNorm
+ engine.reset(FllImporter().fromString(fllEngine));
+ std::string anotherFld = FldExporter().toString(engine.get(), 1024);
+
+ CHECK(fld == anotherFld);
+
+ //Make sure a different SNorm fails in results
+
+ factory->registerConstructor("Maximum", &(myNotSoMaximumNorm));
+ engine.reset(FllImporter().fromString(fllEngine));
+ anotherFld = FldExporter().toString(engine.get(), 1024);
+
+ CHECK(fld != anotherFld);
+#endif
+ }
+
+ static std::string tnormEngine() {
+#ifdef FL_CPP98
+ return "";
+#else
+ return R""(
+Engine: mam21
+InputVariable: angle
+ enabled: true
+ range: -5.000 5.000
+ lock-range: false
+ term: small Bell -5.000 5.000 8.000
+ term: big Bell 5.000 5.000 8.000
+InputVariable: velocity
+ enabled: true
+ range: -5.000 5.000
+ lock-range: false
+ term: small Bell -5.000 5.000 2.000
+ term: big Bell 5.000 5.000 2.000
+OutputVariable: force
+ enabled: true
+ range: -5.000 5.000
+ lock-range: false
+ aggregation: Maximum
+ defuzzifier: Centroid 200
+ default: nan
+ lock-previous: false
+ term: negBig Bell -5.000 1.670 8.000
+ term: negSmall Bell -1.670 1.670 8.000
+ term: posSmall Bell 1.670 1.670 8.000
+ term: posBig Bell 5.000 1.670 8.000
+RuleBlock:
+ enabled: true
+ conjunction: Minimum
+ disjunction: Maximum
+ implication: Minimum
+ activation: General
+ rule: if angle is small and velocity is small then force is negBig
+ rule: if angle is small and velocity is big then force is negSmall
+ rule: if angle is big and velocity is small then force is posSmall
+ rule: if angle is big and velocity is big then force is posBig
+)"";
+#endif
+ }
+
+ static TNorm* myMinimumNorm() {
+ return new TNormFunction("min(a,b)");
+ }
+
+ static TNorm* myNotSoMinimumNorm() {
+ return new TNormFunction("min(a,b) * 0.5");
+ }
+
+ TEST_CASE("TNormFunction (min(a,b)) is equivalent to Minimum", "[tnorm][minimum]") {
+#ifdef FL_CPP98
+ FL_IUNUSED(&(myMinimumNorm));
+ FL_IUNUSED(&(myNotSoMinimumNorm));
+ FL_IUNUSED(&(tnormEngine));
+ WARN("Test only runs with -DFL_CPP98=OFF");
+ return;
+#else
+ std::string fllEngine = tnormEngine();
+ FL_unique_ptr<Engine> engine(FllImporter().fromString(fllEngine));
+ std::string fld = FldExporter().toString(engine.get(), 1024);
+
+ TNormFactory* factory = FactoryManager::instance()->tnorm();
+ factory->registerConstructor("Minimum", &(myMinimumNorm));
+
+ //Check our custom SNorm is registered
+ FL_unique_ptr<TNorm> x(factory->constructObject("Minimum"));
+ CHECK(Op::isEq(x->compute(0.5, 1), 0.5));
+
+ //Test creating an engine with the new SNorm
+ engine.reset(FllImporter().fromString(fllEngine));
+ std::string anotherFld = FldExporter().toString(engine.get(), 1024);
+
+ CHECK(fld == anotherFld);
+
+ //Make sure a different SNorm fails in results
+
+ factory->registerConstructor("Minimum", &(myNotSoMinimumNorm));
+ engine.reset(FllImporter().fromString(fllEngine));
+ anotherFld = FldExporter().toString(engine.get(), 1024);
+
+ CHECK(fld != anotherFld);
+#endif
+ }
+
+}
diff --git a/fuzzylite/test/term/AggregatedTest.cpp b/fuzzylite/test/term/AggregatedTest.cpp
new file mode 100644
index 0000000..bb3f0e4
--- /dev/null
+++ b/fuzzylite/test/term/AggregatedTest.cpp
@@ -0,0 +1,52 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#include "test/catch.hpp"
+#include "fl/Headers.h"
+
+namespace fl {
+
+ /**
+ * Tests: term/Aggregated
+ *
+ * @author Juan Rada-Vilela, Ph.D.
+ *
+ */
+
+ TEST_CASE("highest term in aggregated", "[term][aggregated]") {
+
+ FL_unique_ptr<Term> dark(new Triangle("DARK", 0.000, 0.250, 0.500));
+ FL_unique_ptr<Term> medium(new Triangle("MEDIUM", 0.250, 0.500, 0.750));
+ FL_unique_ptr<Term> bright(new Triangle("BRIGHT", 0.500, 0.750, 1.000));
+
+ Aggregated aggregated;
+ aggregated.addTerm(dark.get(), 0.5, fl::null);
+ aggregated.addTerm(medium.get(), 0.1, fl::null);
+ aggregated.addTerm(bright.get(), 0.6, fl::null);
+
+ REQUIRE(aggregated.highestActivatedTerm()->getTerm() == bright.get());
+
+ aggregated.terms().at(1).setDegree(0.7);
+ REQUIRE(aggregated.highestActivatedTerm()->getTerm() == medium.get());
+
+ aggregated.terms().front().setDegree(0.9);
+ REQUIRE(aggregated.highestActivatedTerm()->getTerm() == dark.get());
+
+ aggregated.clear();
+ REQUIRE(aggregated.highestActivatedTerm() == fl::null);
+ }
+
+}
diff --git a/fuzzylite/test/term/DiscreteTest.cpp b/fuzzylite/test/term/DiscreteTest.cpp
new file mode 100644
index 0000000..2fb32aa
--- /dev/null
+++ b/fuzzylite/test/term/DiscreteTest.cpp
@@ -0,0 +1,125 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#include "test/catch.hpp"
+#include "fl/Headers.h"
+
+namespace fl {
+
+ /**
+ * Tests: term/Discrete
+ *
+ * @author Juan Rada-Vilela, Ph.D.
+ *
+ */
+
+ TEST_CASE("discrete finds elements using binary search", "[term][discrete]") {
+ fuzzylite::setLogging(true);
+ fuzzylite::setDebugging(false);
+ Rectangle rectangle("rectangle", 0, 1);
+ FL_unique_ptr<Discrete> discrete(Discrete::discretize(&rectangle, rectangle.getStart(), rectangle.getEnd(), 10));
+ FL_LOG(discrete->toString());
+
+ CHECK(discrete->membership(.25) == 1.0);
+ CHECK(discrete->membership(0.0) == 1.0);
+ CHECK(discrete->membership(-1.0) == 1.0);
+ CHECK(discrete->membership(1.0) == 1.0);
+ CHECK(discrete->membership(2.0) == 1.0);
+ CHECK(Op::isNaN(discrete->membership(fl::nan)));
+ CHECK(discrete->membership(fl::inf) == 1.0);
+ CHECK(discrete->membership(-fl::inf) == 1.0);
+ }
+
+ TEST_CASE("discrete still finds elements using binary search", "[term][discrete]") {
+ fuzzylite::setLogging(true);
+ fuzzylite::setDebugging(false);
+ Triangle triangle("triangle", 0, 1);
+ FL_unique_ptr<Discrete> discrete(Discrete::discretize(&triangle, triangle.getVertexA(), triangle.getVertexC(), 100));
+ FL_LOG(discrete->toString());
+ for (int i = 0; i < 200; ++i) {
+ scalar x = Op::scale(i, 0, 200, -1, 1);
+ if (not Op::isEq(triangle.membership(x), discrete->membership(x))) {
+ fuzzylite::setDebugging(true);
+ CHECK(Op::isEq(triangle.membership(x), discrete->membership(x)));
+ fuzzylite::setDebugging(false);
+ }
+ }
+ }
+
+ TEST_CASE("discrete finds all elements using binary search", "[term][discrete]") {
+ fuzzylite::setLogging(true);
+ fuzzylite::setDebugging(false);
+ scalar min = -1.0;
+ scalar max = 1.0;
+ scalar range = max - min;
+ scalar mean = 0.5 * (max + min);
+
+
+ std::vector<Term*> terms;
+ terms.push_back(new Triangle("triangle", min, mean, max));
+ terms.push_back(new Trapezoid("trapezoid", min, min + .25 * range, min + .75 * range, max));
+ terms.push_back(new Rectangle("rectangle", min, max));
+ terms.push_back(new Bell("bell", mean, range / 4, 3.0));
+ terms.push_back(new Cosine("cosine", mean, range));
+ terms.push_back(new Gaussian("gaussian", mean, range / 4));
+ terms.push_back(new GaussianProduct("gaussianProduct", mean, range / 4, mean, range / 4));
+ terms.push_back(new PiShape("piShape", min, mean, mean, max));
+ terms.push_back(new SigmoidDifference("sigmoidDifference", min + .25 * range, 20 / range, 20 / range, max - .25 * range));
+ terms.push_back(new SigmoidProduct("sigmoidProduct", min + .25 * range, 20 / range, 20 / range, max - .25 * range));
+ terms.push_back(new Spike("spike", mean, range));
+
+ terms.push_back(new Binary("binary", min, max));
+ terms.push_back(new Concave("concave", mean, max));
+ terms.push_back(new Ramp("ramp", min, max));
+ terms.push_back(new Sigmoid("sigmoid", mean, 20 / range));
+ terms.push_back(new SShape("sshape", min, max));
+ terms.push_back(new ZShape("zshape", min, max));
+
+ for (std::size_t t = 0; t < terms.size(); ++t) {
+ Term* term = terms.at(t);
+ std::vector<Discrete::Pair> pairs;
+ srand(0);
+ for (int i = 0; i < 1000; ++i) {
+ int randomX = std::rand();
+ scalar x = Op::scale(randomX % 100, 0, 100, -1, 1);
+ pairs.push_back(Discrete::Pair(x, term->membership(x)));
+ }
+ Discrete::sort(pairs);
+
+ Discrete discrete("discrete", pairs);
+ for (std::size_t i = 0; i < pairs.size(); ++i) {
+ Discrete::Pair pair = pairs.at(i);
+ scalar x = pair.first;
+ if (not Op::isEq(discrete.membership(x), term->membership(x))) {
+ fuzzylite::setDebugging(true);
+ CHECK(discrete.membership(x) == term->membership(x));
+ fuzzylite::setDebugging(false);
+ }
+ }
+ for (int i = 0 ; i < 100 ; i++) {
+ scalar x = Op::scale(i, 0, 100, -1, 1);
+ if (not Op::isEq(discrete.membership(x), term->membership(x))) {
+ fuzzylite::setDebugging(true);
+ CHECK(discrete.membership(x) == term->membership(x));
+ fuzzylite::setDebugging(false);
+ }
+ }
+ }
+ for (std::size_t i = 0 ; i < terms.size(); ++i){
+ delete terms.at(i);
+ }
+ }
+}
diff --git a/fuzzylite/test/term/FunctionTest.cpp b/fuzzylite/test/term/FunctionTest.cpp
new file mode 100644
index 0000000..a42e37b
--- /dev/null
+++ b/fuzzylite/test/term/FunctionTest.cpp
@@ -0,0 +1,115 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#include "test/catch.hpp"
+#include "fl/Headers.h"
+
+namespace fl {
+
+ /**
+ * Tests: term/Function
+ *
+ * @author Juan Rada-Vilela, Ph.D.
+ *
+ */
+
+ TEST_CASE("function parses basic arithmetic", "[term][function]") {
+ Function f;
+ std::string text = "3+4*2/(1-5)^2^3";
+ CHECK(f.toPostfix(text) == "3 4 2 * 1 5 - 2 3 ^ ^ / +");
+ CHECK(f.parse(text)->toInfix() == "3.000 ^ 2.000 ^ 5.000 - 1.000 / 2.000 * 4.000 + 3.000");
+ CHECK(f.parse(text)->toPrefix() == "+ / ^ ^ 3.000 2.000 - 5.000 1.000 * 2.000 4.000 3.000");
+ }
+
+ TEST_CASE("function parses basic trigonometry", "[term][function]") {
+ Function f;
+ std::string text = "sin(y*x)^2/x";
+
+ CHECK_THROWS(f.load(text));
+
+ f.variables["y"] = 1.0;
+ f.load(text);
+
+ CHECK(f.toPostfix(text) == "y x * sin 2 ^ x /");
+ CHECK(f.parse(text)->toInfix() == "x / 2.000 ^ x * y sin");
+ CHECK(f.parse(text)->toPrefix() == "/ x ^ 2.000 sin * x y");
+ }
+
+ TEST_CASE("function parses propositions", "[term][function]") {
+ Function f;
+
+ std::string text = "(Temperature is High and Oxygen is Low) or "
+ "(Temperature is Low and (Oxygen is Low or Oxygen is High))";
+
+ CHECK(f.toPostfix(text) == "Temperature is High Oxygen is Low "
+ "and Temperature is Low Oxygen is Low Oxygen is High or and or");
+ }
+
+ TEST_CASE("function cannot deal with negative numbers", "[term][function]") {
+ Function f;
+ std::string text = "-5 *4/sin(-pi/2)";
+
+ SECTION("function throws exception") {
+ CHECK_THROWS(f.parse(text)->evaluate());
+ }
+
+ f.variables["pi"] = 3.14;
+ CHECK_THROWS(f.parse(text)->evaluate(&f.variables));
+
+ text = "~5 *4/sin(~pi/2)";
+ CHECK(f.parse(text)->evaluate(&f.variables) == Approx(20));
+
+ f.load(text);
+
+ f.variables["pi"] = 3.14;
+
+ CHECK(f.toPostfix(text) == "5 ~ 4 * pi ~ 2 / sin /");
+ CHECK(f.parse(text)->toInfix() == "2.000 / pi ~ sin / 4.000 * 5.000 ~");
+ CHECK(f.parse(text)->toPrefix() == "/ sin / 2.000 ~ pi * 4.000 ~ 5.000");
+ }
+
+ TEST_CASE("Function is clonable", "[term][function]") {
+ Function* f = new Function;
+ std::string text = "2+2";
+ f->load(text);
+ CHECK(Op::isEq(f->membership(fl::nan), 4));
+ Function* clone = f->clone();
+ delete f;
+ CHECK(Op::isEq(clone->membership(fl::nan), 4));
+ delete clone;
+ }
+
+ TEST_CASE("Function is constructor copyable", "[term][function]") {
+ Function* f = new Function;
+ std::string text = "2+2";
+ f->load(text);
+ CHECK(Op::isEq(f->membership(fl::nan), 4));
+ Function* clone = new Function(*f);
+ delete f;
+ CHECK(Op::isEq(clone->membership(fl::nan), 4));
+ delete clone;
+ }
+
+ TEST_CASE("Function computes tree size correctly", "[term][function]"){
+ Function f("f", "x*x+(x-x)/x+log(x)");
+ f.load();
+ CHECK(f.root()->treeSize() == 6);
+ CHECK(f.root()->treeSize(Function::Element::Function) == 1);
+ CHECK(f.root()->treeSize(Function::Element::Operator) == 5);
+ FL_LOG(f.complexity().toString());
+ }
+
+}
diff --git a/fuzzylite/test/term/TrapezoidTest.cpp b/fuzzylite/test/term/TrapezoidTest.cpp
new file mode 100644
index 0000000..8581ac1
--- /dev/null
+++ b/fuzzylite/test/term/TrapezoidTest.cpp
@@ -0,0 +1,53 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#include "test/catch.hpp"
+#include "fl/Headers.h"
+
+namespace fl {
+
+ /**
+ * Tests: term/Trapezoid
+ *
+ * @author Juan Rada-Vilela, Ph.D.
+ *
+ */
+
+ TEST_CASE("trapezoid can be open ended with -infinity", "[term][trapezoid]") {
+ Trapezoid trapezoid("A", -fl::inf, 0, 1, 2);
+ Ramp ramp("a", 2, 1);
+ //(-inf, inf)
+ for (scalar i = -10.0; Op::isLE(i, 10.0); i += .2) {
+ FL_DBG("A(" << i << ")=" << trapezoid.membership(i));
+ FL_DBG("a(" << i << ")=" << ramp.membership(i));
+ REQUIRE(Op::isEq(trapezoid.membership(i), ramp.membership(i)));
+ }
+ REQUIRE(Op::isEq(trapezoid.membership(-fl::inf), 1.0));
+ REQUIRE(Op::isEq(trapezoid.membership(fl::inf), 0.0));
+ }
+
+ TEST_CASE("trapezoid can be open ended with +infinity", "[term][trapezoid]") {
+ Trapezoid trapezoid("A", 0, 1, 2, fl::inf);
+ Ramp ramp("a", 0, 1);
+ //(-inf, inf)
+ for (scalar i = -10.0; Op::isLE(i, 10.0); i += .2) {
+ REQUIRE(Op::isEq(trapezoid.membership(i), ramp.membership(i)));
+ }
+ REQUIRE(Op::isEq(trapezoid.membership(fl::inf), 1.0));
+ REQUIRE(Op::isEq(trapezoid.membership(-fl::inf), 0.0));
+ }
+
+}
diff --git a/fuzzylite/test/term/TriangleTest.cpp b/fuzzylite/test/term/TriangleTest.cpp
new file mode 100644
index 0000000..bd1459d
--- /dev/null
+++ b/fuzzylite/test/term/TriangleTest.cpp
@@ -0,0 +1,66 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#include "test/catch.hpp"
+#include "fl/Headers.h"
+
+namespace fl {
+
+ /**
+ * Tests: term/Triangle
+ *
+ * @author Juan Rada-Vilela, Ph.D.
+ *
+ */
+
+ TEST_CASE("triangle can be open ended with -infinity", "[term][triangle]") {
+ Triangle triangle("A", -fl::inf, 0, 1);
+ Ramp ramp("a", 1, 0);
+ for (int i = -10; i < 2; ++i) {
+ FL_DBG("A(" << i << ")=" << triangle.membership(i));
+ FL_DBG("a(" << i << ")=" << ramp.membership(i));
+ REQUIRE(Op::isEq(triangle.membership(i), ramp.membership(i)));
+ }
+ REQUIRE(Op::isEq(triangle.membership(-fl::inf), 1.0));
+ REQUIRE(Op::isEq(triangle.membership(fl::inf), 0.0));
+ }
+
+ TEST_CASE("triangle can be open ended with +infinity", "[term][triangle]") {
+ Triangle triangle("A", 0, 1, fl::inf);
+ Ramp ramp("a", 0, 1);
+ for (int i = 10; i >= -2; --i) {
+ FL_DBG("A(" << i << ")=" << triangle.membership(i));
+ FL_DBG("a(" << i << ")=" << ramp.membership(i));
+ REQUIRE(Op::isEq(triangle.membership(i), ramp.membership(i)));
+ }
+ REQUIRE(Op::isEq(triangle.membership(fl::inf), 1.0));
+ REQUIRE(Op::isEq(triangle.membership(-fl::inf), 0.0));
+ }
+
+ TEST_CASE("triangle defuzzification is correct", "[term][triangle]") {
+ Triangle a("A", 0, 1, 2);
+ Triangle b("B", 1, 2, 3);
+ AlgebraicProduct times;
+ Aggregated x("X", 0, 3, new AlgebraicSum);
+ x.addTerm(&a, 1, &times);
+ x.addTerm(&b, 1, &times);
+ Centroid c(101);
+ FL_LOG(c.defuzzify(&x, 0, 3));
+
+ Triangle t("T", 0, 0, 1);
+ FL_LOG(c.defuzzify(&t, 0, 1));
+ }
+}
diff --git a/fuzzylite/test/variable/VariableTest.cpp b/fuzzylite/test/variable/VariableTest.cpp
new file mode 100644
index 0000000..6f77e94
--- /dev/null
+++ b/fuzzylite/test/variable/VariableTest.cpp
@@ -0,0 +1,74 @@
+/*
+ fuzzylite (R), a fuzzy logic control library in C++.
+ Copyright (C) 2010-2017 FuzzyLite Limited. All rights reserved.
+ Author: Juan Rada-Vilela, Ph.D. <jcrada@fuzzylite.com>
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the FuzzyLite License included with the software.
+
+ You should have received a copy of the FuzzyLite License along with
+ fuzzylite. If not, see <http://www.fuzzylite.com/license/>.
+
+ fuzzylite is a registered trademark of FuzzyLite Limited.
+ */
+
+#include "test/catch.hpp"
+#include "fl/Headers.h"
+
+#include <algorithm> // std::random_shuffle
+
+namespace fl {
+
+ /**
+ * Tests: variable/Variable
+ *
+ * @author Juan Rada-Vilela, Ph.D.
+ *
+ */
+
+ TEST_CASE("variable of Constant terms is sorted", "[variable][variable]") {
+ Variable variable("Variable", -10, 10);
+ for (int i = 0; i <= 20; ++i) {
+ variable.addTerm(new Constant(Op::str(i), i - 10));
+ }
+ std::random_shuffle(variable.terms().begin(), variable.terms().end());
+ FL_DBG(variable.toString());
+ REQUIRE(variable.numberOfTerms() == 21);
+ variable.sort();
+ REQUIRE(variable.numberOfTerms() == 21);
+ int value = -10;
+ for (std::size_t i = 0; i < variable.terms().size(); ++i) {
+ Constant* term = dynamic_cast<Constant*> (variable.terms().at(i));
+ REQUIRE(term);
+ REQUIRE(term->getValue() == float(value));
+ ++value;
+ }
+ FL_DBG(variable.toString());
+ }
+
+ TEST_CASE("variable of Triangle terms is sorted", "[variable][variable]") {
+ Variable variable("Variable", -30, 30);
+ for (int i = 0; i <= 20; ++i) {
+ variable.addTerm(new Triangle(Op::str(i), i - 1, i, i + 1));
+ }
+ std::random_shuffle(variable.terms().begin(), variable.terms().end());
+ FL_DBG(variable.toString());
+ REQUIRE(variable.numberOfTerms() == 21);
+ variable.sort();
+ FL_DBG("Shuffled:");
+ FL_DBG(variable.toString());
+ REQUIRE(variable.numberOfTerms() == 21);
+ int value = 0;
+ for (std::size_t i = 0; i < variable.terms().size(); ++i) {
+ Triangle* term = dynamic_cast<Triangle*> (variable.terms().at(i));
+ REQUIRE(term);
+ REQUIRE(term->getName() == Op::str(value < 0 ? -1 * value : value));
+ ++value;
+ }
+ FL_DBG(variable.toString());
+ }
+
+}
+