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authorfgodi <fgodi@636b058d-ea47-450e-bf9e-a15bfbe3eedb>2016-04-04 13:14:31 +0000
committerfgodi <fgodi@636b058d-ea47-450e-bf9e-a15bfbe3eedb>2016-04-04 13:14:31 +0000
commitfa1ff1284f51341d452b6adc3a667d13a5d35747 (patch)
treeacad49f44643f6ed5f69707377732790ef463ada
parent42a123c74255be2e2471eb35fd9226ceea5a011c (diff)
cmake lists
git-svn-id: svn+ssh://scm.gforge.inria.fr/svnroot/gudhi/branches/bottleneckDistance@1092 636b058d-ea47-450e-bf9e-a15bfbe3eedb Former-commit-id: 77b2a427cb3ff80b9a0c5d1c71f9f1de11547530
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-rw-r--r--src/Bipartite_graphs_matching/concept/Persistence_diagram.h7
-rw-r--r--src/Bipartite_graphs_matching/example/CMakeLists.txt27
-rw-r--r--src/Bipartite_graphs_matching/example/basic.cpp44
-rw-r--r--src/Bipartite_graphs_matching/include/gudhi/Graph_matching.h213
-rw-r--r--src/Bipartite_graphs_matching/include/gudhi/Neighbors_finder.h155
-rw-r--r--src/Bipartite_graphs_matching/include/gudhi/Persistence_diagrams_graph.h164
-rw-r--r--src/Bipartite_graphs_matching/include/gudhi/Planar_neighbors_finder.h170
-rw-r--r--src/Bipartite_graphs_matching/test/CMakeLists.txt54
-rw-r--r--src/Bipartite_graphs_matching/test/README12
-rw-r--r--src/Bipartite_graphs_matching/test/bottleneck_unit_test.cpp207
-rw-r--r--src/CMakeLists.txt18
342 files changed, 41738 insertions, 5 deletions
diff --git a/CMakeLists.txt b/CMakeLists.txt
index f30c1785..6ed0aedd 100644
--- a/CMakeLists.txt
+++ b/CMakeLists.txt
@@ -42,7 +42,6 @@ if (GPROF_PATH)
message("gprof found in ${GPROF_PATH}")
endif()
-
if(NOT Boost_FOUND)
message(FATAL_ERROR "NOTICE: This demo requires Boost and will not be compiled.")
else()
@@ -75,12 +74,24 @@ else()
add_subdirectory(src/Hasse_complex/example)
add_subdirectory(src/Alpha_shapes/example)
add_subdirectory(src/Alpha_shapes/test)
- add_subdirectory(src/Bottleneck/example)
- add_subdirectory(src/Bottleneck/test)
+ add_subdirectory(src/Bipartite_graphs_matching/example)
+ add_subdirectory(src/Bipartite_graphs_matching/test)
# data points generator
add_subdirectory(data/points/generator)
-endif()
+endif()
+include( ${CGAL_USE_FILE} )
+# In CMakeLists.txt, when include(${CGAL_USE_FILE}), CXX_FLAGS are overwritten.
+# cf. http://doc.cgal.org/latest/Manual/installation.html#title40
+# A workaround is to add "-std=c++11" again.
+if(NOT MSVC)
+include(CheckCXXCompilerFlag)
+CHECK_CXX_COMPILER_FLAG(-std=c++11 COMPILER_SUPPORTS_CXX11)
+if(COMPILER_SUPPORTS_CXX11)
+set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -std=c++11")
+endif()
+endif()
+# - End of workaround
diff --git a/build/CMakeCache.txt b/build/CMakeCache.txt
new file mode 100644
index 00000000..5e7a923a
--- /dev/null
+++ b/build/CMakeCache.txt
@@ -0,0 +1,453 @@
+# This is the CMakeCache file.
+# For build in directory: /home/frg/Bureau/mWorkingDirectory/build
+# It was generated by CMake: /usr/bin/cmake
+# You can edit this file to change values found and used by cmake.
+# If you do not want to change any of the values, simply exit the editor.
+# If you do want to change a value, simply edit, save, and exit the editor.
+# The syntax for the file is as follows:
+# KEY:TYPE=VALUE
+# KEY is the name of a variable in the cache.
+# TYPE is a hint to GUIs for the type of VALUE, DO NOT EDIT TYPE!.
+# VALUE is the current value for the KEY.
+
+########################
+# EXTERNAL cache entries
+########################
+
+//The threading library used by boost-thread
+BOOST_THREAD_LIBRARY:FILEPATH=/usr/lib/x86_64-linux-gnu/libpthread.so
+
+//Activate the debug messages of the script FindBoost
+Boost_DEBUG:BOOL=OFF
+
+//The directory containing a CMake configuration file for Boost.
+Boost_DIR:PATH=Boost_DIR-NOTFOUND
+
+//Path to a file.
+Boost_INCLUDE_DIR:PATH=/usr/include
+
+//Boost library directory
+Boost_LIBRARY_DIR:PATH=/usr/lib/x86_64-linux-gnu
+
+//Link with static Boost libraries
+CGAL_Boost_USE_STATIC_LIBS:BOOL=OFF
+
+//The directory containing a CMake configuration file for CGAL.
+CGAL_DIR:PATH=/usr/local/lib/CGAL
+
+//Set this to TRUE if you want to define or modify any of CMAKE_*_FLAGS.
+// When this is FALSE, all the CMAKE_*_FLAGS flags are overriden
+// with the values used when building the CGAL libs. For CGAL_*_flags
+// (used for ADDITIONAL flags) , there is no need to set this to
+// TRUE.
+CGAL_DONT_OVERRIDE_CMAKE_FLAGS:BOOL=TRUE
+
+//Path to a program.
+CMAKE_AR:FILEPATH=/usr/bin/ar
+
+//Build type: Release or Debug
+CMAKE_BUILD_TYPE:STRING=Release
+
+//Enable/Disable color output during build.
+CMAKE_COLOR_MAKEFILE:BOOL=ON
+
+//CXX compiler.
+CMAKE_CXX_COMPILER:FILEPATH=/usr/bin/c++
+
+//C++ compiler flags for both Release and Debug
+CMAKE_CXX_FLAGS:STRING= -frounding-math
+
+//Flags used by the compiler during debug builds.
+CMAKE_CXX_FLAGS_DEBUG:STRING=-g
+
+//Flags used by the compiler during release builds for minimum
+// size.
+CMAKE_CXX_FLAGS_MINSIZEREL:STRING=-Os -DNDEBUG
+
+//C++ compiler flags for RELEASE
+CMAKE_CXX_FLAGS_RELEASE:STRING=-O3 -DNDEBUG
+
+//Flags used by the compiler during release builds with debug info.
+CMAKE_CXX_FLAGS_RELWITHDEBINFO:STRING=-O2 -g -DNDEBUG
+
+//C compiler.
+CMAKE_C_COMPILER:FILEPATH=/usr/bin/cc
+
+//Flags used by the compiler during all build types.
+CMAKE_C_FLAGS:STRING=
+
+//Flags used by the compiler during debug builds.
+CMAKE_C_FLAGS_DEBUG:STRING=-g
+
+//Flags used by the compiler during release builds for minimum
+// size.
+CMAKE_C_FLAGS_MINSIZEREL:STRING=-Os -DNDEBUG
+
+//Flags used by the compiler during release builds.
+CMAKE_C_FLAGS_RELEASE:STRING=-O3 -DNDEBUG
+
+//Flags used by the compiler during release builds with debug info.
+CMAKE_C_FLAGS_RELWITHDEBINFO:STRING=-O2 -g -DNDEBUG
+
+//Linker flags for both Release and Debug
+CMAKE_EXE_LINKER_FLAGS:STRING=' '
+
+//Flags used by the linker during debug builds.
+CMAKE_EXE_LINKER_FLAGS_DEBUG:STRING=
+
+//Flags used by the linker during release minsize builds.
+CMAKE_EXE_LINKER_FLAGS_MINSIZEREL:STRING=
+
+//Linker flags for RELEASE
+CMAKE_EXE_LINKER_FLAGS_RELEASE:STRING=
+
+//Flags used by the linker during Release with Debug Info builds.
+CMAKE_EXE_LINKER_FLAGS_RELWITHDEBINFO:STRING=
+
+//Enable/Disable output of compile commands during generation.
+CMAKE_EXPORT_COMPILE_COMMANDS:BOOL=OFF
+
+//Install path prefix, prepended onto install directories.
+CMAKE_INSTALL_PREFIX:PATH=/usr/local
+
+//Path to a program.
+CMAKE_LINKER:FILEPATH=/usr/bin/ld
+
+//Path to a program.
+CMAKE_MAKE_PROGRAM:FILEPATH=/usr/bin/make
+
+//Flags used by the linker during the creation of modules.
+CMAKE_MODULE_LINKER_FLAGS:STRING=' '
+
+//Flags used by the linker during debug builds.
+CMAKE_MODULE_LINKER_FLAGS_DEBUG:STRING=
+
+//Flags used by the linker during release minsize builds.
+CMAKE_MODULE_LINKER_FLAGS_MINSIZEREL:STRING=
+
+//Flags used by the linker during release builds.
+CMAKE_MODULE_LINKER_FLAGS_RELEASE:STRING=
+
+//Flags used by the linker during Release with Debug Info builds.
+CMAKE_MODULE_LINKER_FLAGS_RELWITHDEBINFO:STRING=
+
+//Path to a program.
+CMAKE_NM:FILEPATH=/usr/bin/nm
+
+//Path to a program.
+CMAKE_OBJCOPY:FILEPATH=/usr/bin/objcopy
+
+//Path to a program.
+CMAKE_OBJDUMP:FILEPATH=/usr/bin/objdump
+
+//Value Computed by CMake
+CMAKE_PROJECT_NAME:STATIC=GUDHIdev
+
+//Path to a program.
+CMAKE_RANLIB:FILEPATH=/usr/bin/ranlib
+
+//Flags used by the linker during the creation of dll's.
+CMAKE_SHARED_LINKER_FLAGS:STRING=' '
+
+//Flags used by the linker during debug builds.
+CMAKE_SHARED_LINKER_FLAGS_DEBUG:STRING=
+
+//Flags used by the linker during release minsize builds.
+CMAKE_SHARED_LINKER_FLAGS_MINSIZEREL:STRING=
+
+//Flags used by the linker during release builds.
+CMAKE_SHARED_LINKER_FLAGS_RELEASE:STRING=
+
+//Flags used by the linker during Release with Debug Info builds.
+CMAKE_SHARED_LINKER_FLAGS_RELWITHDEBINFO:STRING=
+
+//If set, runtime paths are not added when installing shared libraries,
+// but are added when building.
+CMAKE_SKIP_INSTALL_RPATH:BOOL=NO
+
+//If set, runtime paths are not added when using shared libraries.
+CMAKE_SKIP_RPATH:BOOL=NO
+
+//Flags used by the linker during the creation of static libraries.
+CMAKE_STATIC_LINKER_FLAGS:STRING=
+
+//Flags used by the linker during debug builds.
+CMAKE_STATIC_LINKER_FLAGS_DEBUG:STRING=
+
+//Flags used by the linker during release minsize builds.
+CMAKE_STATIC_LINKER_FLAGS_MINSIZEREL:STRING=
+
+//Flags used by the linker during release builds.
+CMAKE_STATIC_LINKER_FLAGS_RELEASE:STRING=
+
+//Flags used by the linker during Release with Debug Info builds.
+CMAKE_STATIC_LINKER_FLAGS_RELWITHDEBINFO:STRING=
+
+//Path to a program.
+CMAKE_STRIP:FILEPATH=/usr/bin/strip
+
+//If true, cmake will use relative paths in makefiles and projects.
+CMAKE_USE_RELATIVE_PATHS:BOOL=OFF
+
+//If this value is on, makefiles will be generated without the
+// .SILENT directive, and all commands will be echoed to the console
+// during the make. This is useful for debugging only. With Visual
+// Studio IDE projects all commands are done without /nologo.
+CMAKE_VERBOSE_MAKEFILE:BOOL=FALSE
+
+//Directory containing the Eigen3 header files
+EIGEN3_INCLUDE_DIR:PATH=/usr/include/eigen3
+
+//Path to a program.
+GCOVR_PATH:FILEPATH=GCOVR_PATH-NOTFOUND
+
+//The directory containing the GMPXX include files
+GMPXX_INCLUDE_DIR:PATH=/usr/include
+
+//Path to the GMPXX library
+GMPXX_LIBRARIES:FILEPATH=/usr/lib/x86_64-linux-gnu/libgmpxx.so
+
+//The directory containing the GMP header files
+GMP_INCLUDE_DIR:PATH=/usr/include/x86_64-linux-gnu
+
+//Path to the GMP library
+GMP_LIBRARIES:FILEPATH=/usr/lib/x86_64-linux-gnu/libgmp.so
+
+GMP_LIBRARIES_DIR:FILEPATH=/usr/lib/x86_64-linux-gnu
+
+//Path to a program.
+GPROF_PATH:FILEPATH=/usr/bin/gprof
+
+//Value Computed by CMake
+GUDHIAlphaShapesExample_BINARY_DIR:STATIC=/home/frg/Bureau/mWorkingDirectory/build/src/Alpha_shapes/example
+
+//Value Computed by CMake
+GUDHIAlphaShapesExample_SOURCE_DIR:STATIC=/home/frg/Bureau/mWorkingDirectory/src/Alpha_shapes/example
+
+//Value Computed by CMake
+GUDHIAlphaShapesUT_BINARY_DIR:STATIC=/home/frg/Bureau/mWorkingDirectory/build/src/Alpha_shapes/test
+
+//Value Computed by CMake
+GUDHIAlphaShapesUT_SOURCE_DIR:STATIC=/home/frg/Bureau/mWorkingDirectory/src/Alpha_shapes/test
+
+//Value Computed by CMake
+GUDHIBottleneckExample_BINARY_DIR:STATIC=/home/frg/Bureau/mWorkingDirectory/build/src/Bipartite_graphs_matching/example
+
+//Value Computed by CMake
+GUDHIBottleneckExample_SOURCE_DIR:STATIC=/home/frg/Bureau/mWorkingDirectory/src/Bipartite_graphs_matching/example
+
+//Value Computed by CMake
+GUDHIBottleneckUT_BINARY_DIR:STATIC=/home/frg/Bureau/mWorkingDirectory/build/src/Bipartite_graphs_matching/test
+
+//Value Computed by CMake
+GUDHIBottleneckUT_SOURCE_DIR:STATIC=/home/frg/Bureau/mWorkingDirectory/src/Bipartite_graphs_matching/test
+
+//Value Computed by CMake
+GUDHIExPersCohom_BINARY_DIR:STATIC=/home/frg/Bureau/mWorkingDirectory/build/src/Persistent_cohomology/example
+
+//Value Computed by CMake
+GUDHIExPersCohom_SOURCE_DIR:STATIC=/home/frg/Bureau/mWorkingDirectory/src/Persistent_cohomology/example
+
+//Value Computed by CMake
+GUDHIHasseComplexExample_BINARY_DIR:STATIC=/home/frg/Bureau/mWorkingDirectory/build/src/Hasse_complex/example
+
+//Value Computed by CMake
+GUDHIHasseComplexExample_SOURCE_DIR:STATIC=/home/frg/Bureau/mWorkingDirectory/src/Hasse_complex/example
+
+//Value Computed by CMake
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+# endif
+
+#elif defined(__PGI)
+# define COMPILER_ID "PGI"
+# define COMPILER_VERSION_MAJOR DEC(__PGIC__)
+# define COMPILER_VERSION_MINOR DEC(__PGIC_MINOR__)
+# if defined(__PGIC_PATCHLEVEL__)
+# define COMPILER_VERSION_PATCH DEC(__PGIC_PATCHLEVEL__)
+# endif
+
+#elif defined(_CRAYC)
+# define COMPILER_ID "Cray"
+# define COMPILER_VERSION_MAJOR DEC(_RELEASE)
+# define COMPILER_VERSION_MINOR DEC(_RELEASE_MINOR)
+
+#elif defined(__TI_COMPILER_VERSION__)
+# define COMPILER_ID "TI"
+ /* __TI_COMPILER_VERSION__ = VVVRRRPPP */
+# define COMPILER_VERSION_MAJOR DEC(__TI_COMPILER_VERSION__/1000000)
+# define COMPILER_VERSION_MINOR DEC(__TI_COMPILER_VERSION__/1000 % 1000)
+# define COMPILER_VERSION_PATCH DEC(__TI_COMPILER_VERSION__ % 1000)
+
+#elif defined(__TINYC__)
+# define COMPILER_ID "TinyCC"
+
+#elif defined(__SCO_VERSION__)
+# define COMPILER_ID "SCO"
+
+#elif defined(__GNUC__)
+# define COMPILER_ID "GNU"
+# define COMPILER_VERSION_MAJOR DEC(__GNUC__)
+# define COMPILER_VERSION_MINOR DEC(__GNUC_MINOR__)
+# if defined(__GNUC_PATCHLEVEL__)
+# define COMPILER_VERSION_PATCH DEC(__GNUC_PATCHLEVEL__)
+# endif
+
+#elif defined(_MSC_VER)
+# define COMPILER_ID "MSVC"
+ /* _MSC_VER = VVRR */
+# define COMPILER_VERSION_MAJOR DEC(_MSC_VER / 100)
+# define COMPILER_VERSION_MINOR DEC(_MSC_VER % 100)
+# if defined(_MSC_FULL_VER)
+# if _MSC_VER >= 1400
+ /* _MSC_FULL_VER = VVRRPPPPP */
+# define COMPILER_VERSION_PATCH DEC(_MSC_FULL_VER % 100000)
+# else
+ /* _MSC_FULL_VER = VVRRPPPP */
+# define COMPILER_VERSION_PATCH DEC(_MSC_FULL_VER % 10000)
+# endif
+# endif
+# if defined(_MSC_BUILD)
+# define COMPILER_VERSION_TWEAK DEC(_MSC_BUILD)
+# endif
+
+/* Analog VisualDSP++ >= 4.5.6 */
+#elif defined(__VISUALDSPVERSION__)
+# define COMPILER_ID "ADSP"
+ /* __VISUALDSPVERSION__ = 0xVVRRPP00 */
+# define COMPILER_VERSION_MAJOR HEX(__VISUALDSPVERSION__>>24)
+# define COMPILER_VERSION_MINOR HEX(__VISUALDSPVERSION__>>16 & 0xFF)
+# define COMPILER_VERSION_PATCH HEX(__VISUALDSPVERSION__>>8 & 0xFF)
+
+/* Analog VisualDSP++ < 4.5.6 */
+#elif defined(__ADSPBLACKFIN__) || defined(__ADSPTS__) || defined(__ADSP21000__)
+# define COMPILER_ID "ADSP"
+
+/* IAR Systems compiler for embedded systems.
+ http://www.iar.com */
+#elif defined(__IAR_SYSTEMS_ICC__ ) || defined(__IAR_SYSTEMS_ICC)
+# define COMPILER_ID "IAR"
+
+/* sdcc, the small devices C compiler for embedded systems,
+ http://sdcc.sourceforge.net */
+#elif defined(SDCC)
+# define COMPILER_ID "SDCC"
+ /* SDCC = VRP */
+# define COMPILER_VERSION_MAJOR DEC(SDCC/100)
+# define COMPILER_VERSION_MINOR DEC(SDCC/10 % 10)
+# define COMPILER_VERSION_PATCH DEC(SDCC % 10)
+
+#elif defined(_SGI_COMPILER_VERSION) || defined(_COMPILER_VERSION)
+# define COMPILER_ID "MIPSpro"
+# if defined(_SGI_COMPILER_VERSION)
+ /* _SGI_COMPILER_VERSION = VRP */
+# define COMPILER_VERSION_MAJOR DEC(_SGI_COMPILER_VERSION/100)
+# define COMPILER_VERSION_MINOR DEC(_SGI_COMPILER_VERSION/10 % 10)
+# define COMPILER_VERSION_PATCH DEC(_SGI_COMPILER_VERSION % 10)
+# else
+ /* _COMPILER_VERSION = VRP */
+# define COMPILER_VERSION_MAJOR DEC(_COMPILER_VERSION/100)
+# define COMPILER_VERSION_MINOR DEC(_COMPILER_VERSION/10 % 10)
+# define COMPILER_VERSION_PATCH DEC(_COMPILER_VERSION % 10)
+# endif
+
+/* This compiler is either not known or is too old to define an
+ identification macro. Try to identify the platform and guess that
+ it is the native compiler. */
+#elif defined(__sgi)
+# define COMPILER_ID "MIPSpro"
+
+#elif defined(__hpux) || defined(__hpua)
+# define COMPILER_ID "HP"
+
+#else /* unknown compiler */
+# define COMPILER_ID ""
+
+#endif
+
+/* Construct the string literal in pieces to prevent the source from
+ getting matched. Store it in a pointer rather than an array
+ because some compilers will just produce instructions to fill the
+ array rather than assigning a pointer to a static array. */
+char const* info_compiler = "INFO" ":" "compiler[" COMPILER_ID "]";
+#ifdef SIMULATE_ID
+char const* info_simulate = "INFO" ":" "simulate[" SIMULATE_ID "]";
+#endif
+
+#ifdef __QNXNTO__
+char const* qnxnto = "INFO" ":" "qnxnto";
+#endif
+
+/* Identify known platforms by name. */
+#if defined(__linux) || defined(__linux__) || defined(linux)
+# define PLATFORM_ID "Linux"
+
+#elif defined(__CYGWIN__)
+# define PLATFORM_ID "Cygwin"
+
+#elif defined(__MINGW32__)
+# define PLATFORM_ID "MinGW"
+
+#elif defined(__APPLE__)
+# define PLATFORM_ID "Darwin"
+
+#elif defined(_WIN32) || defined(__WIN32__) || defined(WIN32)
+# define PLATFORM_ID "Windows"
+
+#elif defined(__FreeBSD__) || defined(__FreeBSD)
+# define PLATFORM_ID "FreeBSD"
+
+#elif defined(__NetBSD__) || defined(__NetBSD)
+# define PLATFORM_ID "NetBSD"
+
+#elif defined(__OpenBSD__) || defined(__OPENBSD)
+# define PLATFORM_ID "OpenBSD"
+
+#elif defined(__sun) || defined(sun)
+# define PLATFORM_ID "SunOS"
+
+#elif defined(_AIX) || defined(__AIX) || defined(__AIX__) || defined(__aix) || defined(__aix__)
+# define PLATFORM_ID "AIX"
+
+#elif defined(__sgi) || defined(__sgi__) || defined(_SGI)
+# define PLATFORM_ID "IRIX"
+
+#elif defined(__hpux) || defined(__hpux__)
+# define PLATFORM_ID "HP-UX"
+
+#elif defined(__HAIKU__)
+# define PLATFORM_ID "Haiku"
+
+#elif defined(__BeOS) || defined(__BEOS__) || defined(_BEOS)
+# define PLATFORM_ID "BeOS"
+
+#elif defined(__QNX__) || defined(__QNXNTO__)
+# define PLATFORM_ID "QNX"
+
+#elif defined(__tru64) || defined(_tru64) || defined(__TRU64__)
+# define PLATFORM_ID "Tru64"
+
+#elif defined(__riscos) || defined(__riscos__)
+# define PLATFORM_ID "RISCos"
+
+#elif defined(__sinix) || defined(__sinix__) || defined(__SINIX__)
+# define PLATFORM_ID "SINIX"
+
+#elif defined(__UNIX_SV__)
+# define PLATFORM_ID "UNIX_SV"
+
+#elif defined(__bsdos__)
+# define PLATFORM_ID "BSDOS"
+
+#elif defined(_MPRAS) || defined(MPRAS)
+# define PLATFORM_ID "MP-RAS"
+
+#elif defined(__osf) || defined(__osf__)
+# define PLATFORM_ID "OSF1"
+
+#elif defined(_SCO_SV) || defined(SCO_SV) || defined(sco_sv)
+# define PLATFORM_ID "SCO_SV"
+
+#elif defined(__ultrix) || defined(__ultrix__) || defined(_ULTRIX)
+# define PLATFORM_ID "ULTRIX"
+
+#elif defined(__XENIX__) || defined(_XENIX) || defined(XENIX)
+# define PLATFORM_ID "Xenix"
+
+#else /* unknown platform */
+# define PLATFORM_ID ""
+
+#endif
+
+/* For windows compilers MSVC and Intel we can determine
+ the architecture of the compiler being used. This is because
+ the compilers do not have flags that can change the architecture,
+ but rather depend on which compiler is being used
+*/
+#if defined(_WIN32) && defined(_MSC_VER)
+# if defined(_M_IA64)
+# define ARCHITECTURE_ID "IA64"
+
+# elif defined(_M_X64) || defined(_M_AMD64)
+# define ARCHITECTURE_ID "x64"
+
+# elif defined(_M_IX86)
+# define ARCHITECTURE_ID "X86"
+
+# elif defined(_M_ARM)
+# define ARCHITECTURE_ID "ARM"
+
+# elif defined(_M_MIPS)
+# define ARCHITECTURE_ID "MIPS"
+
+# elif defined(_M_SH)
+# define ARCHITECTURE_ID "SHx"
+
+# else /* unknown architecture */
+# define ARCHITECTURE_ID ""
+# endif
+
+#else
+# define ARCHITECTURE_ID ""
+#endif
+
+/* Convert integer to decimal digit literals. */
+#define DEC(n) \
+ ('0' + (((n) / 10000000)%10)), \
+ ('0' + (((n) / 1000000)%10)), \
+ ('0' + (((n) / 100000)%10)), \
+ ('0' + (((n) / 10000)%10)), \
+ ('0' + (((n) / 1000)%10)), \
+ ('0' + (((n) / 100)%10)), \
+ ('0' + (((n) / 10)%10)), \
+ ('0' + ((n) % 10))
+
+/* Convert integer to hex digit literals. */
+#define HEX(n) \
+ ('0' + ((n)>>28 & 0xF)), \
+ ('0' + ((n)>>24 & 0xF)), \
+ ('0' + ((n)>>20 & 0xF)), \
+ ('0' + ((n)>>16 & 0xF)), \
+ ('0' + ((n)>>12 & 0xF)), \
+ ('0' + ((n)>>8 & 0xF)), \
+ ('0' + ((n)>>4 & 0xF)), \
+ ('0' + ((n) & 0xF))
+
+/* Construct a string literal encoding the version number components. */
+#ifdef COMPILER_VERSION_MAJOR
+char const info_version[] = {
+ 'I', 'N', 'F', 'O', ':',
+ 'c','o','m','p','i','l','e','r','_','v','e','r','s','i','o','n','[',
+ COMPILER_VERSION_MAJOR,
+# ifdef COMPILER_VERSION_MINOR
+ '.', COMPILER_VERSION_MINOR,
+# ifdef COMPILER_VERSION_PATCH
+ '.', COMPILER_VERSION_PATCH,
+# ifdef COMPILER_VERSION_TWEAK
+ '.', COMPILER_VERSION_TWEAK,
+# endif
+# endif
+# endif
+ ']','\0'};
+#endif
+
+/* Construct a string literal encoding the version number components. */
+#ifdef SIMULATE_VERSION_MAJOR
+char const info_simulate_version[] = {
+ 'I', 'N', 'F', 'O', ':',
+ 's','i','m','u','l','a','t','e','_','v','e','r','s','i','o','n','[',
+ SIMULATE_VERSION_MAJOR,
+# ifdef SIMULATE_VERSION_MINOR
+ '.', SIMULATE_VERSION_MINOR,
+# ifdef SIMULATE_VERSION_PATCH
+ '.', SIMULATE_VERSION_PATCH,
+# ifdef SIMULATE_VERSION_TWEAK
+ '.', SIMULATE_VERSION_TWEAK,
+# endif
+# endif
+# endif
+ ']','\0'};
+#endif
+
+/* Construct the string literal in pieces to prevent the source from
+ getting matched. Store it in a pointer rather than an array
+ because some compilers will just produce instructions to fill the
+ array rather than assigning a pointer to a static array. */
+char const* info_platform = "INFO" ":" "platform[" PLATFORM_ID "]";
+char const* info_arch = "INFO" ":" "arch[" ARCHITECTURE_ID "]";
+
+
+
+
+/*--------------------------------------------------------------------------*/
+
+#ifdef ID_VOID_MAIN
+void main() {}
+#else
+int main(int argc, char* argv[])
+{
+ int require = 0;
+ require += info_compiler[argc];
+ require += info_platform[argc];
+ require += info_arch[argc];
+#ifdef COMPILER_VERSION_MAJOR
+ require += info_version[argc];
+#endif
+#ifdef SIMULATE_ID
+ require += info_simulate[argc];
+#endif
+#ifdef SIMULATE_VERSION_MAJOR
+ require += info_simulate_version[argc];
+#endif
+ (void)argv;
+ return require;
+}
+#endif
diff --git a/build/CMakeFiles/3.0.2/CompilerIdC/a.out b/build/CMakeFiles/3.0.2/CompilerIdC/a.out
new file mode 100755
index 00000000..50a51b30
--- /dev/null
+++ b/build/CMakeFiles/3.0.2/CompilerIdC/a.out
Binary files differ
diff --git a/build/CMakeFiles/3.0.2/CompilerIdCXX/CMakeCXXCompilerId.cpp b/build/CMakeFiles/3.0.2/CompilerIdCXX/CMakeCXXCompilerId.cpp
new file mode 100644
index 00000000..a315c6a6
--- /dev/null
+++ b/build/CMakeFiles/3.0.2/CompilerIdCXX/CMakeCXXCompilerId.cpp
@@ -0,0 +1,430 @@
+/* This source file must have a .cpp extension so that all C++ compilers
+ recognize the extension without flags. Borland does not know .cxx for
+ example. */
+#ifndef __cplusplus
+# error "A C compiler has been selected for C++."
+#endif
+
+/* Version number components: V=Version, R=Revision, P=Patch
+ Version date components: YYYY=Year, MM=Month, DD=Day */
+
+#if defined(__COMO__)
+# define COMPILER_ID "Comeau"
+ /* __COMO_VERSION__ = VRR */
+# define COMPILER_VERSION_MAJOR DEC(__COMO_VERSION__ / 100)
+# define COMPILER_VERSION_MINOR DEC(__COMO_VERSION__ % 100)
+
+#elif defined(__INTEL_COMPILER) || defined(__ICC)
+# define COMPILER_ID "Intel"
+ /* __INTEL_COMPILER = VRP */
+# define COMPILER_VERSION_MAJOR DEC(__INTEL_COMPILER/100)
+# define COMPILER_VERSION_MINOR DEC(__INTEL_COMPILER/10 % 10)
+# if defined(__INTEL_COMPILER_UPDATE)
+# define COMPILER_VERSION_PATCH DEC(__INTEL_COMPILER_UPDATE)
+# else
+# define COMPILER_VERSION_PATCH DEC(__INTEL_COMPILER % 10)
+# endif
+# if defined(__INTEL_COMPILER_BUILD_DATE)
+ /* __INTEL_COMPILER_BUILD_DATE = YYYYMMDD */
+# define COMPILER_VERSION_TWEAK DEC(__INTEL_COMPILER_BUILD_DATE)
+# endif
+# if defined(_MSC_VER)
+# define SIMULATE_ID "MSVC"
+ /* _MSC_VER = VVRR */
+# define SIMULATE_VERSION_MAJOR DEC(_MSC_VER / 100)
+# define SIMULATE_VERSION_MINOR DEC(_MSC_VER % 100)
+# endif
+
+#elif defined(__PATHCC__)
+# define COMPILER_ID "PathScale"
+# define COMPILER_VERSION_MAJOR DEC(__PATHCC__)
+# define COMPILER_VERSION_MINOR DEC(__PATHCC_MINOR__)
+# if defined(__PATHCC_PATCHLEVEL__)
+# define COMPILER_VERSION_PATCH DEC(__PATHCC_PATCHLEVEL__)
+# endif
+
+#elif defined(__clang__)
+# if defined(__apple_build_version__)
+# define COMPILER_ID "AppleClang"
+# define COMPILER_VERSION_TWEAK DEC(__apple_build_version__)
+# else
+# define COMPILER_ID "Clang"
+# endif
+# define COMPILER_VERSION_MAJOR DEC(__clang_major__)
+# define COMPILER_VERSION_MINOR DEC(__clang_minor__)
+# define COMPILER_VERSION_PATCH DEC(__clang_patchlevel__)
+# if defined(_MSC_VER)
+# define SIMULATE_ID "MSVC"
+ /* _MSC_VER = VVRR */
+# define SIMULATE_VERSION_MAJOR DEC(_MSC_VER / 100)
+# define SIMULATE_VERSION_MINOR DEC(_MSC_VER % 100)
+# endif
+
+#elif defined(__BORLANDC__) && defined(__CODEGEARC_VERSION__)
+# define COMPILER_ID "Embarcadero"
+# define COMPILER_VERSION_MAJOR HEX(__CODEGEARC_VERSION__>>24 & 0x00FF)
+# define COMPILER_VERSION_MINOR HEX(__CODEGEARC_VERSION__>>16 & 0x00FF)
+# define COMPILER_VERSION_PATCH HEX(__CODEGEARC_VERSION__ & 0xFFFF)
+
+#elif defined(__BORLANDC__)
+# define COMPILER_ID "Borland"
+ /* __BORLANDC__ = 0xVRR */
+# define COMPILER_VERSION_MAJOR HEX(__BORLANDC__>>8)
+# define COMPILER_VERSION_MINOR HEX(__BORLANDC__ & 0xFF)
+
+#elif defined(__WATCOMC__)
+# define COMPILER_ID "Watcom"
+ /* __WATCOMC__ = VVRR */
+# define COMPILER_VERSION_MAJOR DEC(__WATCOMC__ / 100)
+# define COMPILER_VERSION_MINOR DEC(__WATCOMC__ % 100)
+
+#elif defined(__SUNPRO_CC)
+# define COMPILER_ID "SunPro"
+# if __SUNPRO_CC >= 0x5100
+ /* __SUNPRO_CC = 0xVRRP */
+# define COMPILER_VERSION_MAJOR HEX(__SUNPRO_CC>>12)
+# define COMPILER_VERSION_MINOR HEX(__SUNPRO_CC>>4 & 0xFF)
+# define COMPILER_VERSION_PATCH HEX(__SUNPRO_CC & 0xF)
+# else
+ /* __SUNPRO_CC = 0xVRP */
+# define COMPILER_VERSION_MAJOR HEX(__SUNPRO_CC>>8)
+# define COMPILER_VERSION_MINOR HEX(__SUNPRO_CC>>4 & 0xF)
+# define COMPILER_VERSION_PATCH HEX(__SUNPRO_CC & 0xF)
+# endif
+
+#elif defined(__HP_aCC)
+# define COMPILER_ID "HP"
+ /* __HP_aCC = VVRRPP */
+# define COMPILER_VERSION_MAJOR DEC(__HP_aCC/10000)
+# define COMPILER_VERSION_MINOR DEC(__HP_aCC/100 % 100)
+# define COMPILER_VERSION_PATCH DEC(__HP_aCC % 100)
+
+#elif defined(__DECCXX)
+# define COMPILER_ID "Compaq"
+ /* __DECCXX_VER = VVRRTPPPP */
+# define COMPILER_VERSION_MAJOR DEC(__DECCXX_VER/10000000)
+# define COMPILER_VERSION_MINOR DEC(__DECCXX_VER/100000 % 100)
+# define COMPILER_VERSION_PATCH DEC(__DECCXX_VER % 10000)
+
+#elif defined(__IBMCPP__)
+# if defined(__COMPILER_VER__)
+# define COMPILER_ID "zOS"
+# else
+# if __IBMCPP__ >= 800
+# define COMPILER_ID "XL"
+# else
+# define COMPILER_ID "VisualAge"
+# endif
+ /* __IBMCPP__ = VRP */
+# define COMPILER_VERSION_MAJOR DEC(__IBMCPP__/100)
+# define COMPILER_VERSION_MINOR DEC(__IBMCPP__/10 % 10)
+# define COMPILER_VERSION_PATCH DEC(__IBMCPP__ % 10)
+# endif
+
+#elif defined(__PGI)
+# define COMPILER_ID "PGI"
+# define COMPILER_VERSION_MAJOR DEC(__PGIC__)
+# define COMPILER_VERSION_MINOR DEC(__PGIC_MINOR__)
+# if defined(__PGIC_PATCHLEVEL__)
+# define COMPILER_VERSION_PATCH DEC(__PGIC_PATCHLEVEL__)
+# endif
+
+#elif defined(_CRAYC)
+# define COMPILER_ID "Cray"
+# define COMPILER_VERSION_MAJOR DEC(_RELEASE)
+# define COMPILER_VERSION_MINOR DEC(_RELEASE_MINOR)
+
+#elif defined(__TI_COMPILER_VERSION__)
+# define COMPILER_ID "TI"
+ /* __TI_COMPILER_VERSION__ = VVVRRRPPP */
+# define COMPILER_VERSION_MAJOR DEC(__TI_COMPILER_VERSION__/1000000)
+# define COMPILER_VERSION_MINOR DEC(__TI_COMPILER_VERSION__/1000 % 1000)
+# define COMPILER_VERSION_PATCH DEC(__TI_COMPILER_VERSION__ % 1000)
+
+#elif defined(__SCO_VERSION__)
+# define COMPILER_ID "SCO"
+
+#elif defined(__GNUC__)
+# define COMPILER_ID "GNU"
+# define COMPILER_VERSION_MAJOR DEC(__GNUC__)
+# define COMPILER_VERSION_MINOR DEC(__GNUC_MINOR__)
+# if defined(__GNUC_PATCHLEVEL__)
+# define COMPILER_VERSION_PATCH DEC(__GNUC_PATCHLEVEL__)
+# endif
+
+#elif defined(_MSC_VER)
+# define COMPILER_ID "MSVC"
+ /* _MSC_VER = VVRR */
+# define COMPILER_VERSION_MAJOR DEC(_MSC_VER / 100)
+# define COMPILER_VERSION_MINOR DEC(_MSC_VER % 100)
+# if defined(_MSC_FULL_VER)
+# if _MSC_VER >= 1400
+ /* _MSC_FULL_VER = VVRRPPPPP */
+# define COMPILER_VERSION_PATCH DEC(_MSC_FULL_VER % 100000)
+# else
+ /* _MSC_FULL_VER = VVRRPPPP */
+# define COMPILER_VERSION_PATCH DEC(_MSC_FULL_VER % 10000)
+# endif
+# endif
+# if defined(_MSC_BUILD)
+# define COMPILER_VERSION_TWEAK DEC(_MSC_BUILD)
+# endif
+
+/* Analog VisualDSP++ >= 4.5.6 */
+#elif defined(__VISUALDSPVERSION__)
+# define COMPILER_ID "ADSP"
+ /* __VISUALDSPVERSION__ = 0xVVRRPP00 */
+# define COMPILER_VERSION_MAJOR HEX(__VISUALDSPVERSION__>>24)
+# define COMPILER_VERSION_MINOR HEX(__VISUALDSPVERSION__>>16 & 0xFF)
+# define COMPILER_VERSION_PATCH HEX(__VISUALDSPVERSION__>>8 & 0xFF)
+
+/* Analog VisualDSP++ < 4.5.6 */
+#elif defined(__ADSPBLACKFIN__) || defined(__ADSPTS__) || defined(__ADSP21000__)
+# define COMPILER_ID "ADSP"
+
+/* IAR Systems compiler for embedded systems.
+ http://www.iar.com */
+#elif defined(__IAR_SYSTEMS_ICC__ ) || defined(__IAR_SYSTEMS_ICC)
+# define COMPILER_ID "IAR"
+
+#elif defined(_SGI_COMPILER_VERSION) || defined(_COMPILER_VERSION)
+# define COMPILER_ID "MIPSpro"
+# if defined(_SGI_COMPILER_VERSION)
+ /* _SGI_COMPILER_VERSION = VRP */
+# define COMPILER_VERSION_MAJOR DEC(_SGI_COMPILER_VERSION/100)
+# define COMPILER_VERSION_MINOR DEC(_SGI_COMPILER_VERSION/10 % 10)
+# define COMPILER_VERSION_PATCH DEC(_SGI_COMPILER_VERSION % 10)
+# else
+ /* _COMPILER_VERSION = VRP */
+# define COMPILER_VERSION_MAJOR DEC(_COMPILER_VERSION/100)
+# define COMPILER_VERSION_MINOR DEC(_COMPILER_VERSION/10 % 10)
+# define COMPILER_VERSION_PATCH DEC(_COMPILER_VERSION % 10)
+# endif
+
+/* This compiler is either not known or is too old to define an
+ identification macro. Try to identify the platform and guess that
+ it is the native compiler. */
+#elif defined(__sgi)
+# define COMPILER_ID "MIPSpro"
+
+#elif defined(__hpux) || defined(__hpua)
+# define COMPILER_ID "HP"
+
+#else /* unknown compiler */
+# define COMPILER_ID ""
+
+#endif
+
+/* Construct the string literal in pieces to prevent the source from
+ getting matched. Store it in a pointer rather than an array
+ because some compilers will just produce instructions to fill the
+ array rather than assigning a pointer to a static array. */
+char const* info_compiler = "INFO" ":" "compiler[" COMPILER_ID "]";
+#ifdef SIMULATE_ID
+char const* info_simulate = "INFO" ":" "simulate[" SIMULATE_ID "]";
+#endif
+
+#ifdef __QNXNTO__
+char const* qnxnto = "INFO" ":" "qnxnto";
+#endif
+
+/* Identify known platforms by name. */
+#if defined(__linux) || defined(__linux__) || defined(linux)
+# define PLATFORM_ID "Linux"
+
+#elif defined(__CYGWIN__)
+# define PLATFORM_ID "Cygwin"
+
+#elif defined(__MINGW32__)
+# define PLATFORM_ID "MinGW"
+
+#elif defined(__APPLE__)
+# define PLATFORM_ID "Darwin"
+
+#elif defined(_WIN32) || defined(__WIN32__) || defined(WIN32)
+# define PLATFORM_ID "Windows"
+
+#elif defined(__FreeBSD__) || defined(__FreeBSD)
+# define PLATFORM_ID "FreeBSD"
+
+#elif defined(__NetBSD__) || defined(__NetBSD)
+# define PLATFORM_ID "NetBSD"
+
+#elif defined(__OpenBSD__) || defined(__OPENBSD)
+# define PLATFORM_ID "OpenBSD"
+
+#elif defined(__sun) || defined(sun)
+# define PLATFORM_ID "SunOS"
+
+#elif defined(_AIX) || defined(__AIX) || defined(__AIX__) || defined(__aix) || defined(__aix__)
+# define PLATFORM_ID "AIX"
+
+#elif defined(__sgi) || defined(__sgi__) || defined(_SGI)
+# define PLATFORM_ID "IRIX"
+
+#elif defined(__hpux) || defined(__hpux__)
+# define PLATFORM_ID "HP-UX"
+
+#elif defined(__HAIKU__)
+# define PLATFORM_ID "Haiku"
+
+#elif defined(__BeOS) || defined(__BEOS__) || defined(_BEOS)
+# define PLATFORM_ID "BeOS"
+
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+# testing this directory and lists subdirectories to be tested as well.
+add_test(rips_persistence_2 "/home/frg/Bureau/mWorkingDirectory/build/src/Persistent_cohomology/example/rips_persistence" "/home/frg/Bureau/mWorkingDirectory/data/points/Kl.txt" "-r" "0.25" "-d" "3" "-p" "2" "-m" "100")
+add_test(rips_persistence_3 "/home/frg/Bureau/mWorkingDirectory/build/src/Persistent_cohomology/example/rips_persistence" "/home/frg/Bureau/mWorkingDirectory/data/points/Kl.txt" "-r" "0.25" "-d" "3" "-p" "3" "-m" "100")
+add_test(persistence_from_file_3_2_0 "/home/frg/Bureau/mWorkingDirectory/build/src/Persistent_cohomology/example/persistence_from_file" "/home/frg/Bureau/mWorkingDirectory/data/points/bunny_5000.st" "-p" "2" "-m" "0")
+add_test(persistence_from_file_3_3_100 "/home/frg/Bureau/mWorkingDirectory/build/src/Persistent_cohomology/example/persistence_from_file" "/home/frg/Bureau/mWorkingDirectory/data/points/bunny_5000.st" "-p" "3" "-m" "100")
+add_test(rips_multifield_persistence_2_3 "/home/frg/Bureau/mWorkingDirectory/build/src/Persistent_cohomology/example/rips_multifield_persistence" "/home/frg/Bureau/mWorkingDirectory/data/points/Kl.txt" "-r" "0.25" "-d" "3" "-p" "2" "-q" "3" "-m" "100")
+add_test(rips_multifield_persistence_2_71 "/home/frg/Bureau/mWorkingDirectory/build/src/Persistent_cohomology/example/rips_multifield_persistence" "/home/frg/Bureau/mWorkingDirectory/data/points/Kl.txt" "-r" "0.25" "-d" "3" "-p" "2" "-q" "71" "-m" "100")
+add_test(alpha_shapes_persistence_2_0_5 "/home/frg/Bureau/mWorkingDirectory/build/src/Persistent_cohomology/example/alpha_shapes_persistence" "/home/frg/Bureau/mWorkingDirectory/data/points/bunny_5000" "2" "0.5")
diff --git a/build/src/Persistent_cohomology/example/Makefile b/build/src/Persistent_cohomology/example/Makefile
new file mode 100644
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+
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+.PHONY : .NOTPARALLEL
+
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+
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+
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+# Set environment variables for the build.
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+# The shell in which to execute make rules.
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+
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+
+# The command to remove a file.
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+
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+
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+ @$(CMAKE_COMMAND) -E cmake_echo_color --switch=$(COLOR) --cyan "No interactive CMake dialog available..."
+ /usr/bin/cmake -E echo No\ interactive\ CMake\ dialog\ available.
+.PHONY : edit_cache
+
+# Special rule for the target edit_cache
+edit_cache/fast: edit_cache
+.PHONY : edit_cache/fast
+
+# Special rule for the target rebuild_cache
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+ @$(CMAKE_COMMAND) -E cmake_echo_color --switch=$(COLOR) --cyan "Running CMake to regenerate build system..."
+ /usr/bin/cmake -H$(CMAKE_SOURCE_DIR) -B$(CMAKE_BINARY_DIR)
+.PHONY : rebuild_cache
+
+# Special rule for the target rebuild_cache
+rebuild_cache/fast: rebuild_cache
+.PHONY : rebuild_cache/fast
+
+# Special rule for the target test
+test:
+ @$(CMAKE_COMMAND) -E cmake_echo_color --switch=$(COLOR) --cyan "Running tests..."
+ /usr/bin/ctest --force-new-ctest-process $(ARGS)
+.PHONY : test
+
+# Special rule for the target test
+test/fast: test
+.PHONY : test/fast
+
+# The main all target
+all: cmake_check_build_system
+ cd /home/frg/Bureau/mWorkingDirectory/build && $(CMAKE_COMMAND) -E cmake_progress_start /home/frg/Bureau/mWorkingDirectory/build/CMakeFiles /home/frg/Bureau/mWorkingDirectory/build/src/Persistent_cohomology/example/CMakeFiles/progress.marks
+ cd /home/frg/Bureau/mWorkingDirectory/build && $(MAKE) -f CMakeFiles/Makefile2 src/Persistent_cohomology/example/all
+ $(CMAKE_COMMAND) -E cmake_progress_start /home/frg/Bureau/mWorkingDirectory/build/CMakeFiles 0
+.PHONY : all
+
+# The main clean target
+clean:
+ cd /home/frg/Bureau/mWorkingDirectory/build && $(MAKE) -f CMakeFiles/Makefile2 src/Persistent_cohomology/example/clean
+.PHONY : clean
+
+# The main clean target
+clean/fast: clean
+.PHONY : clean/fast
+
+# Prepare targets for installation.
+preinstall: all
+ cd /home/frg/Bureau/mWorkingDirectory/build && $(MAKE) -f CMakeFiles/Makefile2 src/Persistent_cohomology/example/preinstall
+.PHONY : preinstall
+
+# Prepare targets for installation.
+preinstall/fast:
+ cd /home/frg/Bureau/mWorkingDirectory/build && $(MAKE) -f CMakeFiles/Makefile2 src/Persistent_cohomology/example/preinstall
+.PHONY : preinstall/fast
+
+# clear depends
+depend:
+ cd /home/frg/Bureau/mWorkingDirectory/build && $(CMAKE_COMMAND) -H$(CMAKE_SOURCE_DIR) -B$(CMAKE_BINARY_DIR) --check-build-system CMakeFiles/Makefile.cmake 1
+.PHONY : depend
+
+# Convenience name for target.
+src/Persistent_cohomology/example/CMakeFiles/alpha_shapes_persistence.dir/rule:
+ cd /home/frg/Bureau/mWorkingDirectory/build && $(MAKE) -f CMakeFiles/Makefile2 src/Persistent_cohomology/example/CMakeFiles/alpha_shapes_persistence.dir/rule
+.PHONY : src/Persistent_cohomology/example/CMakeFiles/alpha_shapes_persistence.dir/rule
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+.PHONY : alpha_shapes_persistence
+
+# fast build rule for target.
+alpha_shapes_persistence/fast:
+ cd /home/frg/Bureau/mWorkingDirectory/build && $(MAKE) -f src/Persistent_cohomology/example/CMakeFiles/alpha_shapes_persistence.dir/build.make src/Persistent_cohomology/example/CMakeFiles/alpha_shapes_persistence.dir/build
+.PHONY : alpha_shapes_persistence/fast
+
+# Convenience name for target.
+src/Persistent_cohomology/example/CMakeFiles/performance_rips_persistence.dir/rule:
+ cd /home/frg/Bureau/mWorkingDirectory/build && $(MAKE) -f CMakeFiles/Makefile2 src/Persistent_cohomology/example/CMakeFiles/performance_rips_persistence.dir/rule
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+
+# fast build rule for target.
+performance_rips_persistence/fast:
+ cd /home/frg/Bureau/mWorkingDirectory/build && $(MAKE) -f src/Persistent_cohomology/example/CMakeFiles/performance_rips_persistence.dir/build.make src/Persistent_cohomology/example/CMakeFiles/performance_rips_persistence.dir/build
+.PHONY : performance_rips_persistence/fast
+
+# Convenience name for target.
+src/Persistent_cohomology/example/CMakeFiles/persistence_from_file.dir/rule:
+ cd /home/frg/Bureau/mWorkingDirectory/build && $(MAKE) -f CMakeFiles/Makefile2 src/Persistent_cohomology/example/CMakeFiles/persistence_from_file.dir/rule
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+persistence_from_file/fast:
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+.PHONY : persistence_from_file/fast
+
+# Convenience name for target.
+src/Persistent_cohomology/example/CMakeFiles/persistence_from_simple_simplex_tree.dir/rule:
+ cd /home/frg/Bureau/mWorkingDirectory/build && $(MAKE) -f CMakeFiles/Makefile2 src/Persistent_cohomology/example/CMakeFiles/persistence_from_simple_simplex_tree.dir/rule
+.PHONY : src/Persistent_cohomology/example/CMakeFiles/persistence_from_simple_simplex_tree.dir/rule
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+# Convenience name for target.
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+# fast build rule for target.
+persistence_from_simple_simplex_tree/fast:
+ cd /home/frg/Bureau/mWorkingDirectory/build && $(MAKE) -f src/Persistent_cohomology/example/CMakeFiles/persistence_from_simple_simplex_tree.dir/build.make src/Persistent_cohomology/example/CMakeFiles/persistence_from_simple_simplex_tree.dir/build
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+
+# Convenience name for target.
+src/Persistent_cohomology/example/CMakeFiles/rips_multifield_persistence.dir/rule:
+ cd /home/frg/Bureau/mWorkingDirectory/build && $(MAKE) -f CMakeFiles/Makefile2 src/Persistent_cohomology/example/CMakeFiles/rips_multifield_persistence.dir/rule
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+# Convenience name for target.
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+.PHONY : rips_multifield_persistence
+
+# fast build rule for target.
+rips_multifield_persistence/fast:
+ cd /home/frg/Bureau/mWorkingDirectory/build && $(MAKE) -f src/Persistent_cohomology/example/CMakeFiles/rips_multifield_persistence.dir/build.make src/Persistent_cohomology/example/CMakeFiles/rips_multifield_persistence.dir/build
+.PHONY : rips_multifield_persistence/fast
+
+# Convenience name for target.
+src/Persistent_cohomology/example/CMakeFiles/rips_persistence.dir/rule:
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+.PHONY : src/Persistent_cohomology/example/CMakeFiles/rips_persistence.dir/rule
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+.PHONY : rips_persistence
+
+# fast build rule for target.
+rips_persistence/fast:
+ cd /home/frg/Bureau/mWorkingDirectory/build && $(MAKE) -f src/Persistent_cohomology/example/CMakeFiles/rips_persistence.dir/build.make src/Persistent_cohomology/example/CMakeFiles/rips_persistence.dir/build
+.PHONY : rips_persistence/fast
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+alpha_shapes_persistence.o: alpha_shapes_persistence.cpp.o
+.PHONY : alpha_shapes_persistence.o
+
+# target to build an object file
+alpha_shapes_persistence.cpp.o:
+ cd /home/frg/Bureau/mWorkingDirectory/build && $(MAKE) -f src/Persistent_cohomology/example/CMakeFiles/alpha_shapes_persistence.dir/build.make src/Persistent_cohomology/example/CMakeFiles/alpha_shapes_persistence.dir/alpha_shapes_persistence.cpp.o
+.PHONY : alpha_shapes_persistence.cpp.o
+
+alpha_shapes_persistence.i: alpha_shapes_persistence.cpp.i
+.PHONY : alpha_shapes_persistence.i
+
+# target to preprocess a source file
+alpha_shapes_persistence.cpp.i:
+ cd /home/frg/Bureau/mWorkingDirectory/build && $(MAKE) -f src/Persistent_cohomology/example/CMakeFiles/alpha_shapes_persistence.dir/build.make src/Persistent_cohomology/example/CMakeFiles/alpha_shapes_persistence.dir/alpha_shapes_persistence.cpp.i
+.PHONY : alpha_shapes_persistence.cpp.i
+
+alpha_shapes_persistence.s: alpha_shapes_persistence.cpp.s
+.PHONY : alpha_shapes_persistence.s
+
+# target to generate assembly for a file
+alpha_shapes_persistence.cpp.s:
+ cd /home/frg/Bureau/mWorkingDirectory/build && $(MAKE) -f src/Persistent_cohomology/example/CMakeFiles/alpha_shapes_persistence.dir/build.make src/Persistent_cohomology/example/CMakeFiles/alpha_shapes_persistence.dir/alpha_shapes_persistence.cpp.s
+.PHONY : alpha_shapes_persistence.cpp.s
+
+performance_rips_persistence.o: performance_rips_persistence.cpp.o
+.PHONY : performance_rips_persistence.o
+
+# target to build an object file
+performance_rips_persistence.cpp.o:
+ cd /home/frg/Bureau/mWorkingDirectory/build && $(MAKE) -f src/Persistent_cohomology/example/CMakeFiles/performance_rips_persistence.dir/build.make src/Persistent_cohomology/example/CMakeFiles/performance_rips_persistence.dir/performance_rips_persistence.cpp.o
+.PHONY : performance_rips_persistence.cpp.o
+
+performance_rips_persistence.i: performance_rips_persistence.cpp.i
+.PHONY : performance_rips_persistence.i
+
+# target to preprocess a source file
+performance_rips_persistence.cpp.i:
+ cd /home/frg/Bureau/mWorkingDirectory/build && $(MAKE) -f src/Persistent_cohomology/example/CMakeFiles/performance_rips_persistence.dir/build.make src/Persistent_cohomology/example/CMakeFiles/performance_rips_persistence.dir/performance_rips_persistence.cpp.i
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+performance_rips_persistence.s: performance_rips_persistence.cpp.s
+.PHONY : performance_rips_persistence.s
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+# target to generate assembly for a file
+performance_rips_persistence.cpp.s:
+ cd /home/frg/Bureau/mWorkingDirectory/build && $(MAKE) -f src/Persistent_cohomology/example/CMakeFiles/performance_rips_persistence.dir/build.make src/Persistent_cohomology/example/CMakeFiles/performance_rips_persistence.dir/performance_rips_persistence.cpp.s
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+persistence_from_file.o: persistence_from_file.cpp.o
+.PHONY : persistence_from_file.o
+
+# target to build an object file
+persistence_from_file.cpp.o:
+ cd /home/frg/Bureau/mWorkingDirectory/build && $(MAKE) -f src/Persistent_cohomology/example/CMakeFiles/persistence_from_file.dir/build.make src/Persistent_cohomology/example/CMakeFiles/persistence_from_file.dir/persistence_from_file.cpp.o
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+persistence_from_file.i: persistence_from_file.cpp.i
+.PHONY : persistence_from_file.i
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+# target to preprocess a source file
+persistence_from_file.cpp.i:
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+persistence_from_file.s: persistence_from_file.cpp.s
+.PHONY : persistence_from_file.s
+
+# target to generate assembly for a file
+persistence_from_file.cpp.s:
+ cd /home/frg/Bureau/mWorkingDirectory/build && $(MAKE) -f src/Persistent_cohomology/example/CMakeFiles/persistence_from_file.dir/build.make src/Persistent_cohomology/example/CMakeFiles/persistence_from_file.dir/persistence_from_file.cpp.s
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+persistence_from_simple_simplex_tree.o: persistence_from_simple_simplex_tree.cpp.o
+.PHONY : persistence_from_simple_simplex_tree.o
+
+# target to build an object file
+persistence_from_simple_simplex_tree.cpp.o:
+ cd /home/frg/Bureau/mWorkingDirectory/build && $(MAKE) -f src/Persistent_cohomology/example/CMakeFiles/persistence_from_simple_simplex_tree.dir/build.make src/Persistent_cohomology/example/CMakeFiles/persistence_from_simple_simplex_tree.dir/persistence_from_simple_simplex_tree.cpp.o
+.PHONY : persistence_from_simple_simplex_tree.cpp.o
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+persistence_from_simple_simplex_tree.i: persistence_from_simple_simplex_tree.cpp.i
+.PHONY : persistence_from_simple_simplex_tree.i
+
+# target to preprocess a source file
+persistence_from_simple_simplex_tree.cpp.i:
+ cd /home/frg/Bureau/mWorkingDirectory/build && $(MAKE) -f src/Persistent_cohomology/example/CMakeFiles/persistence_from_simple_simplex_tree.dir/build.make src/Persistent_cohomology/example/CMakeFiles/persistence_from_simple_simplex_tree.dir/persistence_from_simple_simplex_tree.cpp.i
+.PHONY : persistence_from_simple_simplex_tree.cpp.i
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+persistence_from_simple_simplex_tree.s: persistence_from_simple_simplex_tree.cpp.s
+.PHONY : persistence_from_simple_simplex_tree.s
+
+# target to generate assembly for a file
+persistence_from_simple_simplex_tree.cpp.s:
+ cd /home/frg/Bureau/mWorkingDirectory/build && $(MAKE) -f src/Persistent_cohomology/example/CMakeFiles/persistence_from_simple_simplex_tree.dir/build.make src/Persistent_cohomology/example/CMakeFiles/persistence_from_simple_simplex_tree.dir/persistence_from_simple_simplex_tree.cpp.s
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+rips_multifield_persistence.o: rips_multifield_persistence.cpp.o
+.PHONY : rips_multifield_persistence.o
+
+# target to build an object file
+rips_multifield_persistence.cpp.o:
+ cd /home/frg/Bureau/mWorkingDirectory/build && $(MAKE) -f src/Persistent_cohomology/example/CMakeFiles/rips_multifield_persistence.dir/build.make src/Persistent_cohomology/example/CMakeFiles/rips_multifield_persistence.dir/rips_multifield_persistence.cpp.o
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+rips_multifield_persistence.i: rips_multifield_persistence.cpp.i
+.PHONY : rips_multifield_persistence.i
+
+# target to preprocess a source file
+rips_multifield_persistence.cpp.i:
+ cd /home/frg/Bureau/mWorkingDirectory/build && $(MAKE) -f src/Persistent_cohomology/example/CMakeFiles/rips_multifield_persistence.dir/build.make src/Persistent_cohomology/example/CMakeFiles/rips_multifield_persistence.dir/rips_multifield_persistence.cpp.i
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+rips_multifield_persistence.s: rips_multifield_persistence.cpp.s
+.PHONY : rips_multifield_persistence.s
+
+# target to generate assembly for a file
+rips_multifield_persistence.cpp.s:
+ cd /home/frg/Bureau/mWorkingDirectory/build && $(MAKE) -f src/Persistent_cohomology/example/CMakeFiles/rips_multifield_persistence.dir/build.make src/Persistent_cohomology/example/CMakeFiles/rips_multifield_persistence.dir/rips_multifield_persistence.cpp.s
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+rips_persistence.o: rips_persistence.cpp.o
+.PHONY : rips_persistence.o
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+# target to build an object file
+rips_persistence.cpp.o:
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+rips_persistence.i: rips_persistence.cpp.i
+.PHONY : rips_persistence.i
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+# target to preprocess a source file
+rips_persistence.cpp.i:
+ cd /home/frg/Bureau/mWorkingDirectory/build && $(MAKE) -f src/Persistent_cohomology/example/CMakeFiles/rips_persistence.dir/build.make src/Persistent_cohomology/example/CMakeFiles/rips_persistence.dir/rips_persistence.cpp.i
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+rips_persistence.s: rips_persistence.cpp.s
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+# target to generate assembly for a file
+rips_persistence.cpp.s:
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+ @echo "... depend"
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+ @echo "... alpha_shapes_persistence.i"
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+ @echo "... performance_rips_persistence.i"
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diff --git a/build/src/Persistent_cohomology/example/cmake_install.cmake b/build/src/Persistent_cohomology/example/cmake_install.cmake
new file mode 100644
index 00000000..7d807c53
--- /dev/null
+++ b/build/src/Persistent_cohomology/example/cmake_install.cmake
@@ -0,0 +1,34 @@
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+TestSimplifiable.s: TestSimplifiable.cpp.s
+.PHONY : TestSimplifiable.s
+
+# target to generate assembly for a file
+TestSimplifiable.cpp.s:
+ cd /home/frg/Bureau/mWorkingDirectory/build && $(MAKE) -f src/Skeleton_blocker/test/CMakeFiles/TestSimplifiable.dir/build.make src/Skeleton_blocker/test/CMakeFiles/TestSimplifiable.dir/TestSimplifiable.cpp.s
+.PHONY : TestSimplifiable.cpp.s
+
+TestSkeletonBlockerComplex.o: TestSkeletonBlockerComplex.cpp.o
+.PHONY : TestSkeletonBlockerComplex.o
+
+# target to build an object file
+TestSkeletonBlockerComplex.cpp.o:
+ cd /home/frg/Bureau/mWorkingDirectory/build && $(MAKE) -f src/Skeleton_blocker/test/CMakeFiles/TestSkeletonBlockerComplex.dir/build.make src/Skeleton_blocker/test/CMakeFiles/TestSkeletonBlockerComplex.dir/TestSkeletonBlockerComplex.cpp.o
+.PHONY : TestSkeletonBlockerComplex.cpp.o
+
+TestSkeletonBlockerComplex.i: TestSkeletonBlockerComplex.cpp.i
+.PHONY : TestSkeletonBlockerComplex.i
+
+# target to preprocess a source file
+TestSkeletonBlockerComplex.cpp.i:
+ cd /home/frg/Bureau/mWorkingDirectory/build && $(MAKE) -f src/Skeleton_blocker/test/CMakeFiles/TestSkeletonBlockerComplex.dir/build.make src/Skeleton_blocker/test/CMakeFiles/TestSkeletonBlockerComplex.dir/TestSkeletonBlockerComplex.cpp.i
+.PHONY : TestSkeletonBlockerComplex.cpp.i
+
+TestSkeletonBlockerComplex.s: TestSkeletonBlockerComplex.cpp.s
+.PHONY : TestSkeletonBlockerComplex.s
+
+# target to generate assembly for a file
+TestSkeletonBlockerComplex.cpp.s:
+ cd /home/frg/Bureau/mWorkingDirectory/build && $(MAKE) -f src/Skeleton_blocker/test/CMakeFiles/TestSkeletonBlockerComplex.dir/build.make src/Skeleton_blocker/test/CMakeFiles/TestSkeletonBlockerComplex.dir/TestSkeletonBlockerComplex.cpp.s
+.PHONY : TestSkeletonBlockerComplex.cpp.s
+
+# Help Target
+help:
+ @echo "The following are some of the valid targets for this Makefile:"
+ @echo "... all (the default if no target is provided)"
+ @echo "... clean"
+ @echo "... depend"
+ @echo "... TestGeometricComplex"
+ @echo "... TestSimplifiable"
+ @echo "... TestSkeletonBlockerComplex"
+ @echo "... edit_cache"
+ @echo "... rebuild_cache"
+ @echo "... test"
+ @echo "... TestGeometricComplex.o"
+ @echo "... TestGeometricComplex.i"
+ @echo "... TestGeometricComplex.s"
+ @echo "... TestSimplifiable.o"
+ @echo "... TestSimplifiable.i"
+ @echo "... TestSimplifiable.s"
+ @echo "... TestSkeletonBlockerComplex.o"
+ @echo "... TestSkeletonBlockerComplex.i"
+ @echo "... TestSkeletonBlockerComplex.s"
+.PHONY : help
+
+
+
+#=============================================================================
+# Special targets to cleanup operation of make.
+
+# Special rule to run CMake to check the build system integrity.
+# No rule that depends on this can have commands that come from listfiles
+# because they might be regenerated.
+cmake_check_build_system:
+ cd /home/frg/Bureau/mWorkingDirectory/build && $(CMAKE_COMMAND) -H$(CMAKE_SOURCE_DIR) -B$(CMAKE_BINARY_DIR) --check-build-system CMakeFiles/Makefile.cmake 0
+.PHONY : cmake_check_build_system
+
diff --git a/build/src/Skeleton_blocker/test/cmake_install.cmake b/build/src/Skeleton_blocker/test/cmake_install.cmake
new file mode 100644
index 00000000..119780a6
--- /dev/null
+++ b/build/src/Skeleton_blocker/test/cmake_install.cmake
@@ -0,0 +1,34 @@
+# Install script for directory: /home/frg/Bureau/mWorkingDirectory/src/Skeleton_blocker/test
+
+# Set the install prefix
+if(NOT DEFINED CMAKE_INSTALL_PREFIX)
+ set(CMAKE_INSTALL_PREFIX "/usr/local")
+endif()
+string(REGEX REPLACE "/$" "" CMAKE_INSTALL_PREFIX "${CMAKE_INSTALL_PREFIX}")
+
+# Set the install configuration name.
+if(NOT DEFINED CMAKE_INSTALL_CONFIG_NAME)
+ if(BUILD_TYPE)
+ string(REGEX REPLACE "^[^A-Za-z0-9_]+" ""
+ CMAKE_INSTALL_CONFIG_NAME "${BUILD_TYPE}")
+ else()
+ set(CMAKE_INSTALL_CONFIG_NAME "Release")
+ endif()
+ message(STATUS "Install configuration: \"${CMAKE_INSTALL_CONFIG_NAME}\"")
+endif()
+
+# Set the component getting installed.
+if(NOT CMAKE_INSTALL_COMPONENT)
+ if(COMPONENT)
+ message(STATUS "Install component: \"${COMPONENT}\"")
+ set(CMAKE_INSTALL_COMPONENT "${COMPONENT}")
+ else()
+ set(CMAKE_INSTALL_COMPONENT)
+ endif()
+endif()
+
+# Install shared libraries without execute permission?
+if(NOT DEFINED CMAKE_INSTALL_SO_NO_EXE)
+ set(CMAKE_INSTALL_SO_NO_EXE "1")
+endif()
+
diff --git a/src/Bipartite_graphs_matching/concept/Persistence_diagram.h b/src/Bipartite_graphs_matching/concept/Persistence_diagram.h
new file mode 100644
index 00000000..eaaf8bc5
--- /dev/null
+++ b/src/Bipartite_graphs_matching/concept/Persistence_diagram.h
@@ -0,0 +1,7 @@
+typedef typename std::pair<double,double> Diagram_point;
+
+struct Persistence_Diagram
+{
+ const_iterator<Diagram_point> cbegin() const;
+ const_iterator<Diagram_point> cend() const;
+};
diff --git a/src/Bipartite_graphs_matching/example/CMakeLists.txt b/src/Bipartite_graphs_matching/example/CMakeLists.txt
new file mode 100644
index 00000000..aaf32abd
--- /dev/null
+++ b/src/Bipartite_graphs_matching/example/CMakeLists.txt
@@ -0,0 +1,27 @@
+cmake_minimum_required(VERSION 2.6)
+project(GUDHIBottleneckExample)
+
+# need CGAL 4.6
+# cmake -DCGAL_DIR=~/workspace/CGAL-4.6-beta1 ../../..
+if(CGAL_FOUND)
+ if (NOT CGAL_VERSION VERSION_LESS 4.6.0)
+ message(STATUS "CGAL version: ${CGAL_VERSION}.")
+
+ include( ${CGAL_USE_FILE} )
+
+ find_package(Eigen3 3.1.0)
+ if (EIGEN3_FOUND)
+ message(STATUS "Eigen3 version: ${EIGEN3_VERSION}.")
+ include( ${EIGEN3_USE_FILE} )
+ include_directories (BEFORE "../../include")
+
+ add_executable (basic_example basic.cpp)
+ #add_test(dtoffrw_tore3D ${CMAKE_CURRENT_BINARY_DIR}/dtoffrw ${CMAKE_SOURCE_DIR}/data/points/tore3D_1307.off 3)
+
+ else()
+ message(WARNING "Eigen3 not found. Version 3.1.0 is required.")
+ endif()
+ else()
+ message(WARNING "CGAL version: ${CGAL_VERSION} is too old to compile Alpha shapes feature. Version 4.6.0 is required.")
+ endif ()
+endif()
diff --git a/src/Bipartite_graphs_matching/example/basic.cpp b/src/Bipartite_graphs_matching/example/basic.cpp
new file mode 100644
index 00000000..d190ab48
--- /dev/null
+++ b/src/Bipartite_graphs_matching/example/basic.cpp
@@ -0,0 +1,44 @@
+/* This file is part of the Gudhi Library. The Gudhi library
+ * (Geometric Understanding in Higher Dimensions) is a generic C++
+ * library for computational topology.
+ *
+ * Author(s): Francois Godi
+ *
+ * Copyright (C) 2015 INRIA Sophia-Antipolis (France)
+ *
+ * This program is free software: you can redistribute it and/or modify
+ * it under the terms of the GNU General Public License as published by
+ * the Free Software Foundation, either version 3 of the License, or
+ * (at your option) any later version.
+ *
+ * This program is distributed in the hope that it will be useful,
+ * but WITHOUT ANY WARRANTY; without even the implied warranty of
+ * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
+ * GNU General Public License for more details.
+ *
+ * You should have received a copy of the GNU General Public License
+ * along with this program. If not, see <http://www.gnu.org/licenses/>.
+ */
+
+#include "../include/gudhi/Graph_matching.h"
+#include <iostream>
+
+using namespace Gudhi::bipartite_graph_matching;
+
+int main() {
+
+ std::vector< std::pair<double, double> > v1, v2;
+
+ v1.emplace_back(2.7,3.7);
+ v1.emplace_back(9.6,14);
+ v1.emplace_back(34.2,34.974);
+
+ v2.emplace_back(2.8,4.45);
+ v2.emplace_back(9.5,14.1);
+
+
+ double b = bottleneck_distance(v1, v2);
+
+ std::cout << "Bottleneck distance = " << b << std::endl;
+
+}
diff --git a/src/Bipartite_graphs_matching/include/gudhi/Graph_matching.h b/src/Bipartite_graphs_matching/include/gudhi/Graph_matching.h
new file mode 100644
index 00000000..a2754333
--- /dev/null
+++ b/src/Bipartite_graphs_matching/include/gudhi/Graph_matching.h
@@ -0,0 +1,213 @@
+/* This file is part of the Gudhi Library. The Gudhi library
+ * (Geometric Understanding in Higher Dimensions) is a generic C++
+ * library for computational topology.
+ *
+ * Author(s): Francois Godi
+ *
+ * Copyright (C) 2015 INRIA Sophia-Antipolis (France)
+ *
+ * This program is free software: you can redistribute it and/or modify
+ * it under the terms of the GNU General Public License as published by
+ * the Free Software Foundation, either version 3 of the License, or
+ * (at your option) any later version.
+ *
+ * This program is distributed in the hope that it will be useful,
+ * but WITHOUT ANY WARRANTY; without even the implied warranty of
+ * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
+ * GNU General Public License for more details.
+ *
+ * You should have received a copy of the GNU General Public License
+ * along with this program. If not, see <http://www.gnu.org/licenses/>.
+ */
+
+#ifndef SRC_BOTTLENECK_INCLUDE_GUDHI_GRAPH_MATCHING_H_
+#define SRC_BOTTLENECK_INCLUDE_GUDHI_GRAPH_MATCHING_H_
+
+#include <deque>
+
+#include "Neighbors_finder.h"
+
+namespace Gudhi {
+
+namespace bipartite_graph_matching {
+
+/** \brief Function to use in order to compute the Bottleneck distance between two persistence diagrams.
+ *
+ *
+ *
+ * \ingroup bottleneck_distance
+ */
+template<typename Persistence_diagram1, typename Persistence_diagram2>
+double bottleneck_distance(const Persistence_diagram1& diag1, const Persistence_diagram2& diag2, double e = 0.);
+
+/** \internal \brief Structure representing a graph matching. The graph is a Persistence_diagrams_graph.
+ *
+ * \ingroup bottleneck_distance
+ */
+class Graph_matching {
+public:
+ /** \internal \brief Constructor constructing an empty matching. */
+ explicit Graph_matching();
+ /** \internal \brief Copy operator. */
+ Graph_matching& operator=(const Graph_matching& m);
+ /** \internal \brief Is the matching perfect ? */
+ bool perfect() const;
+ /** \internal \brief Augments the matching with a maximal set of edge-disjoint shortest augmenting paths. */
+ bool multi_augment();
+ /** \internal \brief Sets the maximum length of the edges allowed to be added in the matching, 0 initially. */
+ void set_r(double r);
+
+private:
+ double r;
+ /** \internal \brief Given a point from V, provides its matched point in U, null_point_index() if there isn't. */
+ std::vector<int> v_to_u;
+ /** \internal \brief All the unmatched points in U. */
+ std::list<int> unmatched_in_u;
+
+ /** \internal \brief Provides a Layered_neighbors_finder dividing the graph in layers. Basically a BFS. */
+ std::unique_ptr<Layered_neighbors_finder> layering() const;
+ /** \internal \brief Augments the matching with a simple path no longer than max_depth. Basically a DFS. */
+ bool augment(Layered_neighbors_finder & layered_nf, int u_start_index, int max_depth);
+ /** \internal \brief Update the matching with the simple augmenting path given as parameter. */
+ void update(std::deque<int> & path);
+};
+
+inline Graph_matching::Graph_matching()
+ : r(0.), v_to_u(G::size(), null_point_index()), unmatched_in_u() {
+ for (int u_point_index = 0; u_point_index < G::size(); ++u_point_index)
+ unmatched_in_u.emplace_back(u_point_index);
+}
+
+inline Graph_matching& Graph_matching::operator=(const Graph_matching& m) {
+ r = m.r;
+ v_to_u = m.v_to_u;
+ unmatched_in_u = m.unmatched_in_u;
+ return *this;
+}
+
+inline bool Graph_matching::perfect() const {
+ return unmatched_in_u.empty();
+}
+
+inline bool Graph_matching::multi_augment() {
+ if (perfect())
+ return false;
+ Layered_neighbors_finder layered_nf = *layering();
+ int max_depth = layered_nf.vlayers_number()*2 - 1;
+ double rn = sqrt(G::size());
+ // verification of a necessary criterion in order to shortcut if possible
+ if (max_depth <0 || (unmatched_in_u.size() > rn && max_depth >= rn))
+ return false;
+ bool successful = false;
+ std::list<int> tries(unmatched_in_u);
+ for (auto it = tries.cbegin(); it != tries.cend(); it++)
+ // 'augment' has side-effects which have to be always executed, don't change order
+ successful = augment(layered_nf, *it, max_depth) || successful;
+ return successful;
+}
+
+inline void Graph_matching::set_r(double r) {
+ this->r = r;
+}
+
+inline bool Graph_matching::augment(Layered_neighbors_finder & layered_nf, int u_start_index, int max_depth) {
+ //V vertices have at most one successor, thus when we backtrack from U we can directly pop_back 2 vertices.
+ std::deque<int> path;
+ path.emplace_back(u_start_index);
+ do {
+ if (static_cast<int>(path.size()) > max_depth) {
+ path.pop_back();
+ path.pop_back();
+ }
+ if (path.empty())
+ return false;
+ path.emplace_back(layered_nf.pull_near(path.back(), static_cast<int>(path.size())/2));
+ while (path.back() == null_point_index()) {
+ path.pop_back();
+ path.pop_back();
+ if (path.empty())
+ return false;
+ path.pop_back();
+ path.emplace_back(layered_nf.pull_near(path.back(), path.size() / 2));
+ }
+ path.emplace_back(v_to_u.at(path.back()));
+ } while (path.back() != null_point_index());
+ //if v_to_u.at(path.back()) has no successor, path.back() is an exposed vertex
+ path.pop_back();
+ update(path);
+ return true;
+}
+
+inline std::unique_ptr<Layered_neighbors_finder> Graph_matching::layering() const {
+ std::list<int> u_vertices(unmatched_in_u);
+ std::list<int> v_vertices;
+ Neighbors_finder nf(r);
+ for (int v_point_index = 0; v_point_index < G::size(); ++v_point_index)
+ nf.add(v_point_index);
+ std::unique_ptr<Layered_neighbors_finder> layered_nf(new Layered_neighbors_finder(r));
+ for(int layer = 0; !u_vertices.empty(); layer++) {
+ // one layer is one step in the BFS
+ for (auto it = u_vertices.cbegin(); it != u_vertices.cend(); ++it) {
+ std::unique_ptr< std::list<int> > u_succ = std::move(nf.pull_all_near(*it));
+ for (auto it = u_succ->cbegin(); it != u_succ->cend(); ++it) {
+ layered_nf->add(*it, layer);
+ v_vertices.emplace_back(*it);
+ }
+ }
+ // When the above for finishes, we have progress of one half-step (from U to V) in the BFS
+ u_vertices.clear();
+ bool end = false;
+ for (auto it = v_vertices.cbegin(); it != v_vertices.cend(); it++)
+ if (v_to_u.at(*it) == null_point_index())
+ // we stop when a nearest exposed V vertex (from U exposed vertices) has been found
+ end = true;
+ else
+ u_vertices.emplace_back(v_to_u.at(*it));
+ // When the above for finishes, we have progress of one half-step (from V to U) in the BFS
+ if (end)
+ return layered_nf;
+ v_vertices.clear();
+ }
+ return layered_nf;
+}
+
+inline void Graph_matching::update(std::deque<int>& path) {
+ unmatched_in_u.remove(path.front());
+ for (auto it = path.cbegin(); it != path.cend(); ++it) {
+ // Be careful, the iterator is incremented twice each time
+ int tmp = *it;
+ v_to_u[*(++it)] = tmp;
+ }
+}
+
+template<typename Persistence_diagram1, typename Persistence_diagram2>
+double bottleneck_distance(const Persistence_diagram1 &diag1, const Persistence_diagram2 &diag2, double e) {
+ G::initialize(diag1, diag2, e);
+ std::unique_ptr< std::vector<double> > sd = std::move(G::sorted_distances());
+ int idmin = 0;
+ int idmax = sd->size() - 1;
+ // alpha can be modified, this will change the complexity
+ double alpha = pow(sd->size(), 0.25);
+ Graph_matching m;
+ Graph_matching biggest_unperfect;
+ while (idmin != idmax) {
+ int step = static_cast<int>((idmax - idmin) / alpha);
+ m.set_r(sd->at(idmin + step));
+ while (m.multi_augment());
+ // The above while compute a maximum matching (according to the r setted before)
+ if (m.perfect()) {
+ idmax = idmin + step;
+ m = biggest_unperfect;
+ } else {
+ biggest_unperfect = m;
+ idmin = idmin + step + 1;
+ }
+ }
+ return sd->at(idmin);
+}
+
+} // namespace bipartite_graph_matching
+
+} // namespace Gudhi
+
+#endif // SRC_BOTTLENECK_INCLUDE_GUDHI_GRAPH_MATCHING_H_
diff --git a/src/Bipartite_graphs_matching/include/gudhi/Neighbors_finder.h b/src/Bipartite_graphs_matching/include/gudhi/Neighbors_finder.h
new file mode 100644
index 00000000..78b9debc
--- /dev/null
+++ b/src/Bipartite_graphs_matching/include/gudhi/Neighbors_finder.h
@@ -0,0 +1,155 @@
+/* This file is part of the Gudhi Library. The Gudhi library
+ * (Geometric Understanding in Higher Dimensions) is a generic C++
+ * library for computational topology.
+ *
+ * Author(s): Francois Godi
+ *
+ * Copyright (C) 2015 INRIA Sophia-Antipolis (France)
+ *
+ * This program is free software: you can redistribute it and/or modify
+ * it under the terms of the GNU General Public License as published by
+ * the Free Software Foundation, either version 3 of the License, or
+ * (at your option) any later version.
+ *
+ * This program is distributed in the hope that it will be useful,
+ * but WITHOUT ANY WARRANTY; without even the implied warranty of
+ * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
+ * GNU General Public License for more details.
+ *
+ * You should have received a copy of the GNU General Public License
+ * along with this program. If not, see <http://www.gnu.org/licenses/>.
+ */
+
+#ifndef SRC_BOTTLENECK_INCLUDE_GUDHI_NEIGHBORS_FINDER_H_
+#define SRC_BOTTLENECK_INCLUDE_GUDHI_NEIGHBORS_FINDER_H_
+
+#include <unordered_set>
+
+#include "Planar_neighbors_finder.h"
+
+namespace Gudhi {
+
+namespace bipartite_graph_matching {
+
+/** \internal \brief data structure used to find any point (including projections) in V near to a query point from U
+ * (which can be a projection).
+ *
+ * V points have to be added manually using their index and before the first pull. A neighbor pulled is automatically removed.
+ *
+ * \ingroup bottleneck_distance
+ */
+class Neighbors_finder {
+public:
+ /** \internal \brief Constructor taking the near distance definition as parameter. */
+ Neighbors_finder(double r);
+ /** \internal \brief A point added will be possibly pulled. */
+ void add(int v_point_index);
+ /** \internal \brief Returns and remove a V point near to the U point given as parameter, null_point_index() if there isn't such a point. */
+ int pull_near(int u_point_index);
+ /** \internal \brief Returns and remove all the V points near to the U point given as parameter. */
+ std::unique_ptr< std::list<int> > pull_all_near(int u_point_index);
+
+private:
+ const double r;
+ Planar_neighbors_finder planar_neighbors_f;
+ std::unordered_set<int> projections_f;
+ void remove(int v_point_index);
+ bool contains(int v_point_index);
+};
+
+/** \internal \brief data structure used to find any point (including projections) in V near to a query point from U
+ * (which can be a projection) in a layered graph layer given as parmeter.
+ *
+ * V points have to be added manually using their index and before the first pull. A neighbor pulled is automatically removed.
+ *
+ * \ingroup bottleneck_distance
+ */
+class Layered_neighbors_finder {
+public:
+ /** \internal \brief Constructor taking the near distance definition as parameter. */
+ Layered_neighbors_finder(double r);
+ /** \internal \brief A point added will be possibly pulled. */
+ void add(int v_point_index, int vlayer);
+ /** \internal \brief Returns and remove a V point near to the U point given as parameter, null_point_index() if there isn't such a point. */
+ int pull_near(int u_point_index, int vlayer);
+ /** \internal \brief Returns the number of layers. */
+ int vlayers_number() const;
+
+private:
+ const double r;
+ std::vector<Neighbors_finder> neighbors_finder;
+};
+
+inline Neighbors_finder::Neighbors_finder(double r) :
+ r(r), planar_neighbors_f(r), projections_f() { }
+
+inline void Neighbors_finder::add(int v_point_index) {
+ if (G::on_the_v_diagonal(v_point_index))
+ projections_f.emplace(v_point_index);
+ else
+ planar_neighbors_f.add(v_point_index);
+}
+
+inline void Neighbors_finder::remove(int v_point_index) {
+ if(v_point_index == null_point_index())
+ return;
+ if (G::on_the_v_diagonal(v_point_index))
+ projections_f.erase(v_point_index);
+ else
+ planar_neighbors_f.remove(v_point_index);
+}
+
+inline bool Neighbors_finder::contains(int v_point_index) {
+ return planar_neighbors_f.contains(v_point_index) || (projections_f.count(v_point_index)>0);
+}
+
+inline int Neighbors_finder::pull_near(int u_point_index) {
+ int tmp;
+ int c = G::corresponding_point_in_v(u_point_index);
+ if (G::on_the_u_diagonal(u_point_index) && !projections_f.empty())
+ //All projections are at distance 0
+ tmp = *projections_f.cbegin();
+ else if (contains(c) && (G::distance(u_point_index, c) <= r))
+ //Is the query point near to its projection ?
+ tmp = c;
+ else
+ //Is the query point near to a V point in the plane ?
+ tmp = planar_neighbors_f.pull_near(u_point_index);
+ remove(tmp);
+ return tmp;
+}
+
+inline std::unique_ptr< std::list<int> > Neighbors_finder::pull_all_near(int u_point_index) {
+ std::unique_ptr< std::list<int> > all_pull = std::move(planar_neighbors_f.pull_all_near(u_point_index));
+ int last_pull = pull_near(u_point_index);
+ while (last_pull != null_point_index()) {
+ all_pull->emplace_back(last_pull);
+ last_pull = pull_near(u_point_index);
+ }
+ return all_pull;
+}
+
+inline Layered_neighbors_finder::Layered_neighbors_finder(double r) :
+ r(r), neighbors_finder() { }
+
+inline void Layered_neighbors_finder::add(int v_point_index, int vlayer) {
+ for (int l = neighbors_finder.size(); l <= vlayer; l++)
+ neighbors_finder.emplace_back(Neighbors_finder(r));
+ neighbors_finder.at(vlayer).add(v_point_index);
+}
+
+inline int Layered_neighbors_finder::pull_near(int u_point_index, int vlayer) {
+ if (static_cast<int> (neighbors_finder.size()) <= vlayer)
+ return null_point_index();
+ return neighbors_finder.at(vlayer).pull_near(u_point_index);
+}
+
+inline int Layered_neighbors_finder::vlayers_number() const {
+ return static_cast<int>(neighbors_finder.size());
+}
+
+} // namespace bipartite_graph_matching
+
+} // namespace Gudhi
+
+#endif // SRC_BOTTLENECK_INCLUDE_GUDHI_NEIGHBORS_FINDER_H_
diff --git a/src/Bipartite_graphs_matching/include/gudhi/Persistence_diagrams_graph.h b/src/Bipartite_graphs_matching/include/gudhi/Persistence_diagrams_graph.h
new file mode 100644
index 00000000..6420b772
--- /dev/null
+++ b/src/Bipartite_graphs_matching/include/gudhi/Persistence_diagrams_graph.h
@@ -0,0 +1,164 @@
+/* This file is part of the Gudhi Library. The Gudhi library
+ * (Geometric Understanding in Higher Dimensions) is a generic C++
+ * library for computational topology.
+ *
+ * Author(s): Francois Godi
+ *
+ * Copyright (C) 2015 INRIA Sophia-Antipolis (France)
+ *
+ * This program is free software: you can redistribute it and/or modify
+ * it under the terms of the GNU General Public License as published by
+ * the Free Software Foundation, either version 3 of the License, or
+ * (at your option) any later version.
+ *
+ * This program is distributed in the hope that it will be useful,
+ * but WITHOUT ANY WARRANTY; without even the implied warranty of
+ * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
+ * GNU General Public License for more details.
+ *
+ * You should have received a copy of the GNU General Public License
+ * along with this program. If not, see <http://www.gnu.org/licenses/>.
+ */
+
+#ifndef SRC_BOTTLENECK_INCLUDE_GUDHI_PERSISTENCE_DIAGRAMS_GRAPH_H_
+#define SRC_BOTTLENECK_INCLUDE_GUDHI_PERSISTENCE_DIAGRAMS_GRAPH_H_
+
+#include <vector>
+#include <set>
+#include <cmath>
+#include <utility>
+#include <algorithm>
+#include <math.h>
+#include <memory>
+
+namespace Gudhi {
+
+namespace bipartite_graph_matching {
+
+/** \internal \brief Returns the used index for encoding none of the points */
+int null_point_index();
+
+/** \internal \brief Structure representing an euclidean bipartite graph containing
+ * the points from the two persistence diagrams (including the projections).
+ *
+ * \ingroup bottleneck_distance
+ */
+class Persistence_diagrams_graph {
+public:
+ /** \internal \brief Initializer taking 2 Point (concept) ranges as parameters. */
+ template<typename Persistence_diagram1, typename Persistence_diagram2>
+ static void initialize(const Persistence_diagram1& diag1, const Persistence_diagram2& diag2, double e);
+ /** \internal \brief Is the given point from U the projection of a point in V ? */
+ static bool on_the_u_diagonal(int u_point_index);
+ /** \internal \brief Is the given point from V the projection of a point in U ? */
+ static bool on_the_v_diagonal(int v_point_index);
+ /** \internal \brief Given a point from V, returns the corresponding (projection or projector) point in U. */
+ static int corresponding_point_in_u(int v_point_index);
+ /** \internal \brief Given a point from U, returns the corresponding (projection or projector) point in V. */
+ static int corresponding_point_in_v(int u_point_index);
+ /** \internal \brief Given a point from U and a point from V, returns the distance between those points. */
+ static double distance(int u_point_index, int v_point_index);
+ /** \internal \brief Returns size = |U| = |V|. */
+ static int size();
+ /** \internal \brief Returns the O(n^2) sorted distances between the points. */
+ static std::unique_ptr< std::vector<double> > sorted_distances();
+
+private:
+ /** \internal \typedef \brief Internal_point is the internal points representation, indexes used outside. */
+ typedef std::pair<double, double> Internal_point;
+ static std::vector<Internal_point> u;
+ static std::vector<Internal_point> v;
+ static Internal_point get_u_point(int u_point_index);
+ static Internal_point get_v_point(int v_point_index);
+
+ friend class Naive_pnf;
+ friend class Upper_envelope_tree;
+};
+
+/** \internal \typedef \brief Shorter alias */
+typedef Persistence_diagrams_graph G;
+
+// static initialization, seems to work but strange
+std::vector<G::Internal_point> G::u = [] {return std::vector<G::Internal_point>();}();
+std::vector<G::Internal_point> G::v = [] {return std::vector<G::Internal_point>();}();
+
+inline int null_point_index() {
+ return -1;
+}
+
+template<typename Persistence_diagram1, typename Persistence_diagram2>
+inline void G::initialize(const Persistence_diagram1 &diag1,
+ const Persistence_diagram2 &diag2, double e){
+ u.clear();
+ v.clear();
+ for (auto it = diag1.cbegin(); it != diag1.cend(); ++it)
+ if (it->second - it->first > e)
+ u.emplace_back(*it);
+ for (auto it = diag2.cbegin(); it != diag2.cend(); ++it)
+ if (it->second - it->first > e)
+ v.emplace_back(*it);
+ if (u.size() < v.size())
+ swap(u, v);
+}
+
+inline bool G::on_the_u_diagonal(int u_point_index) {
+ return u_point_index >= static_cast<int> (u.size());
+}
+
+inline bool G::on_the_v_diagonal(int v_point_index) {
+ return v_point_index >= static_cast<int> (v.size());
+}
+
+inline int G::corresponding_point_in_u(int v_point_index) {
+ return on_the_v_diagonal(v_point_index) ?
+ v_point_index - static_cast<int> (v.size()) : v_point_index + static_cast<int> (u.size());
+}
+
+inline int G::corresponding_point_in_v(int u_point_index) {
+ return on_the_u_diagonal(u_point_index) ?
+ u_point_index - static_cast<int> (u.size()) : u_point_index + static_cast<int> (v.size());
+}
+
+inline double G::distance(int u_point_index, int v_point_index) {
+ if (on_the_u_diagonal(u_point_index) && on_the_v_diagonal(v_point_index))
+ return 0;
+ Internal_point p_u = get_u_point(u_point_index);
+ Internal_point p_v = get_v_point(v_point_index);
+ return std::max(std::fabs(p_u.first - p_v.first), std::fabs(p_u.second - p_v.second));
+}
+
+inline int G::size() {
+ return static_cast<int> (u.size() + v.size());
+}
+
+inline std::unique_ptr< std::vector<double> > G::sorted_distances() {
+ // could be optimized
+ std::set<double> sorted_distances;
+ for (int u_point_index = 0; u_point_index < size(); ++u_point_index)
+ for (int v_point_index = 0; v_point_index < size(); ++v_point_index)
+ sorted_distances.emplace(distance(u_point_index, v_point_index));
+ std::unique_ptr< std::vector<double> > sd_up(new std::vector<double>(sorted_distances.cbegin(), sorted_distances.cend()));
+ return sd_up;
+}
+
+inline G::Internal_point G::get_u_point(int u_point_index) {
+ if (!on_the_u_diagonal(u_point_index))
+ return u.at(u_point_index);
+ Internal_point projector = v.at(corresponding_point_in_v(u_point_index));
+ double x = (projector.first + projector.second) / 2;
+ return Internal_point(x, x);
+}
+
+inline G::Internal_point G::get_v_point(int v_point_index) {
+ if (!on_the_v_diagonal(v_point_index))
+ return v.at(v_point_index);
+ Internal_point projector = u.at(corresponding_point_in_u(v_point_index));
+ double x = (projector.first + projector.second) / 2;
+ return Internal_point(x, x);
+}
+
+} // namespace bipartite_graph_matching
+
+} // namespace Gudhi
+
+#endif // SRC_BOTTLENECK_INCLUDE_GUDHI_PERSISTENCE_DIAGRAMS_GRAPH_H_
diff --git a/src/Bipartite_graphs_matching/include/gudhi/Planar_neighbors_finder.h b/src/Bipartite_graphs_matching/include/gudhi/Planar_neighbors_finder.h
new file mode 100644
index 00000000..3564dcf9
--- /dev/null
+++ b/src/Bipartite_graphs_matching/include/gudhi/Planar_neighbors_finder.h
@@ -0,0 +1,170 @@
+/* This file is part of the Gudhi Library. The Gudhi library
+ * (Geometric Understanding in Higher Dimensions) is a generic C++
+ * library for computational topology.
+ *
+ * Author(s): Francois Godi
+ *
+ * Copyright (C) 2015 INRIA Sophia-Antipolis (France)
+ *
+ * This program is free software: you can redistribute it and/or modify
+ * it under the terms of the GNU General Public License as published by
+ * the Free Software Foundation, either version 3 of the License, or
+ * (at your option) any later version.
+ *
+ * This program is distributed in the hope that it will be useful,
+ * but WITHOUT ANY WARRANTY; without even the implied warranty of
+ * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
+ * GNU General Public License for more details.
+ *
+ * You should have received a copy of the GNU General Public License
+ * along with this program. If not, see <http://www.gnu.org/licenses/>.
+ */
+
+#ifndef SRC_BOTTLENECK_INCLUDE_GUDHI_PLANAR_NEIGHBORS_FINDER_H_
+#define SRC_BOTTLENECK_INCLUDE_GUDHI_PLANAR_NEIGHBORS_FINDER_H_
+
+#include <list>
+#include <map>
+
+#include "Persistence_diagrams_graph.h"
+
+namespace Gudhi {
+
+namespace bipartite_graph_matching {
+
+/** \internal \brief Structure used to find any point in V near (according to the planar distance) to a query point from U.
+ *
+ * V points have to be added manually using their index and before the first remove/pull. A neighbor pulled is automatically removed. but we can also
+ * remove points manually using their index.
+ *
+ * \ingroup bottleneck_distance
+ */
+class Abstract_planar_neighbors_finder {
+public:
+ /** \internal \brief Constructor TODO. */
+ Abstract_planar_neighbors_finder(double r);
+ virtual ~Abstract_planar_neighbors_finder() = 0;
+ /** \internal \brief A point added will be possibly pulled. */
+ virtual void add(int v_point_index) = 0;
+ /** \internal \brief A point manually removed will no longer be possibly pulled. */
+ virtual void remove(int v_point_index) = 0;
+ /** \internal \brief Can the point given as parameter be returned ? */
+ virtual bool contains(int v_point_index) const = 0;
+ /** \internal \brief Provide and remove a V point near to the U point given as parameter, null_point_index() if there isn't such a point. */
+ virtual int pull_near(int u_point_index) = 0;
+ /** \internal \brief Provide and remove all the V points near to the U point given as parameter. */
+ virtual std::unique_ptr< std::list<int> > pull_all_near(int u_point_index);
+
+protected:
+ const double r;
+};
+
+/** \internal \brief Naive_pnf is an naïve Abstract_planar_neighbors_finder implementation
+ *
+ * \ingroup bottleneck_distance
+ */
+class Naive_pnf : public Abstract_planar_neighbors_finder {
+public:
+ /** \internal \brief Constructor taking the near distance definition as parameter. */
+ Naive_pnf(double r);
+ /** \internal \brief A point added will be possibly pulled. */
+ void add(int v_point_index);
+ /** \internal \brief A point manually removed will no longer be possibly pulled. */
+ void remove(int v_point_index);
+ /** \internal \brief Can the point given as parameter be returned ? */
+ bool contains(int v_point_index) const;
+ /** \internal \brief Provide and remove a V point near to the U point given as parameter, null_point_index() if there isn't such a point. */
+ int pull_near(int u_point_index);
+ /** \internal \brief Provide and remove all the V points near to the U point given as parameter. */
+ virtual std::unique_ptr< std::list<int> > pull_all_near(int u_point_index);
+
+private:
+ std::pair<int,int> get_v_key(int v_point_index) const;
+ std::multimap<std::pair<int,int>,int> grid;
+};
+
+/** \internal \typedef \brief Planar_neighbors_finder is the used Abstract_planar_neighbors_finder's implementation. */
+typedef Naive_pnf Planar_neighbors_finder;
+
+
+inline Abstract_planar_neighbors_finder::Abstract_planar_neighbors_finder(double r) :
+ r(r) { }
+
+inline Abstract_planar_neighbors_finder::~Abstract_planar_neighbors_finder() {}
+
+inline std::unique_ptr< std::list<int> > Abstract_planar_neighbors_finder::pull_all_near(int u_point_index) {
+ std::unique_ptr< std::list<int> > all_pull(new std::list<int>);
+ int last_pull = pull_near(u_point_index);
+ while (last_pull != null_point_index()) {
+ all_pull->emplace_back(last_pull);
+ last_pull = pull_near(u_point_index);
+ }
+ return all_pull;
+}
+
+inline Naive_pnf::Naive_pnf(double r) :
+ Abstract_planar_neighbors_finder(r), grid() { }
+
+
+inline std::pair<int,int> Naive_pnf::get_v_key(int v_point_index) const{
+ G::Internal_point v_point = G::get_v_point(v_point_index);
+ return std::make_pair(static_cast<int>(v_point.first/r), static_cast<int>(v_point.second/r));
+}
+
+inline void Naive_pnf::add(int v_point_index) {
+ grid.emplace(get_v_key(v_point_index),v_point_index);
+}
+
+inline void Naive_pnf::remove(int v_point_index) {
+ for(auto it = grid.find(get_v_key(v_point_index)); it!=grid.end(); it++)
+ if(it->second==v_point_index){
+ grid.erase(it);
+ return;
+ }
+}
+
+inline bool Naive_pnf::contains(int v_point_index) const {
+ if(v_point_index == null_point_index())
+ return false;
+ for(auto it = grid.find(get_v_key(v_point_index)); it!=grid.end(); it++)
+ if(it->second==v_point_index)
+ return true;
+ return false;
+}
+
+inline int Naive_pnf::pull_near(int u_point_index) {
+ G::Internal_point u_point = G::get_u_point(u_point_index);
+ int i0 = static_cast<int>(u_point.first/r);
+ int j0 = static_cast<int>(u_point.second/r);
+ for(int i = 1; i<= 3; i++)
+ for(int j = 1; j<= 3; j++)
+ for(auto it = grid.find(std::make_pair(i0 +(i%3)-1, j0+(j%3)-1)); it!=grid.end(); it++)
+ if (G::distance(u_point_index, it->second) <= r) {
+ int tmp = it->second;
+ grid.erase(it);
+ return tmp;
+ }
+ return null_point_index();
+}
+
+inline std::unique_ptr< std::list<int> > Naive_pnf::pull_all_near(int u_point_index) {
+ std::unique_ptr< std::list<int> > all_pull(new std::list<int>);
+ G::Internal_point u_point = G::get_u_point(u_point_index);
+ int i0 = static_cast<int>(u_point.first/r);
+ int j0 = static_cast<int>(u_point.second/r);
+ for(int i = 1; i<= 3; i++)
+ for(int j = 1; j<= 3; j++)
+ for(auto it = grid.find(std::make_pair(i0 +(i%3)-1, j0+(j%3)-1)); it!=grid.end(); it++)
+ if (G::distance(u_point_index, it->second) <= r) {
+ int tmp = it->second;
+ grid.erase(it);
+ all_pull->emplace_back(tmp);
+ }
+ return all_pull;
+}
+
+} // namespace bipartite_graph_matching
+
+} // namespace Gudhi
+
+#endif // SRC_BOTTLENECK_INCLUDE_GUDHI_PLANAR_NEIGHBORS_FINDER_H_
diff --git a/src/Bipartite_graphs_matching/test/CMakeLists.txt b/src/Bipartite_graphs_matching/test/CMakeLists.txt
new file mode 100644
index 00000000..abf18b1b
--- /dev/null
+++ b/src/Bipartite_graphs_matching/test/CMakeLists.txt
@@ -0,0 +1,54 @@
+cmake_minimum_required(VERSION 2.6)
+project(GUDHIBottleneckUT)
+
+
+
+
+if(CGAL_FOUND)
+ if (NOT CGAL_VERSION VERSION_LESS 4.6.0)
+ message(STATUS "CGAL version: ${CGAL_VERSION}.")
+
+ include( ${CGAL_USE_FILE} )
+
+ find_package(Eigen3 3.1.0)
+ if (EIGEN3_FOUND)
+ message(STATUS "Eigen3 version: ${EIGEN3_VERSION}.")
+ include( ${EIGEN3_USE_FILE} )
+ include_directories (BEFORE "../../include")
+
+ if (GCOVR_PATH)
+ # for gcovr to make coverage reports - Corbera Jenkins plugin
+ set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -fprofile-arcs -ftest-coverage")
+ set(CMAKE_CXX_FLAGS_DEBUG "${CMAKE_CXX_FLAGS_DEBUG} -fprofile-arcs -ftest-coverage")
+ set(CMAKE_CXX_FLAGS_RELEASE "${CMAKE_CXX_FLAGS_RELEASE} -fprofile-arcs -ftest-coverage")
+endif()
+if (GPROF_PATH)
+ # for gprof to make coverage reports - Jenkins
+ set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -pg")
+ set(CMAKE_CXX_FLAGS_DEBUG "${CMAKE_CXX_FLAGS_DEBUG} -pg")
+ set(CMAKE_CXX_FLAGS_RELEASE "${CMAKE_CXX_FLAGS_RELEASE} -pg")
+endif()
+ message("CMAKE_CXX_FLAGS = ${CMAKE_CXX_FLAGS}")
+ message("CMAKE_CXX_FLAGS_DEBUG = ${CMAKE_CXX_FLAGS_DEBUG}")
+ message("CMAKE_CXX_FLAGS_RELEASE = ${CMAKE_CXX_FLAGS_RELEASE}")
+ set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -O2 -std=c++11 -Wall -Wpedantic -Wsign-compare")
+ set(CMAKE_CXX_FLAGS_DEBUG "${CMAKE_CXX_FLAGS_DEBUG} -ggdb -O0")
+ set(CMAKE_CXX_FLAGS_RELEASE "${CMAKE_CXX_FLAGS_RELEASE}")
+
+add_executable ( BottleneckUT bottleneck_unit_test.cpp )
+target_link_libraries(BottleneckUT ${Boost_SYSTEM_LIBRARY} ${Boost_UNIT_TEST_FRAMEWORK_LIBRARY})
+
+# Unitary tests
+add_test(NAME BottleneckUT
+ COMMAND ${CMAKE_CURRENT_BINARY_DIR}/BottleneckUT
+ # XML format for Jenkins xUnit plugin
+ --log_format=XML --log_sink=${CMAKE_SOURCE_DIR}/BottleneckUT.xml --log_level=test_suite --report_level=no)
+
+
+ else()
+ message(WARNING "Eigen3 not found. Version 3.1.0 is required for Alpha shapes feature.")
+ endif()
+ else()
+ message(WARNING "CGAL version: ${CGAL_VERSION} is too old to compile bipartite graphs matching feature. Version 4.6.0 is required.")
+ endif ()
+endif()
diff --git a/src/Bipartite_graphs_matching/test/README b/src/Bipartite_graphs_matching/test/README
new file mode 100644
index 00000000..0e7b8673
--- /dev/null
+++ b/src/Bipartite_graphs_matching/test/README
@@ -0,0 +1,12 @@
+To compile:
+***********
+
+cmake .
+make
+
+To launch with details:
+***********************
+
+./BottleneckUnitTest --report_level=detailed --log_level=all
+
+ ==> echo $? returns 0 in case of success (non-zero otherwise)
diff --git a/src/Bipartite_graphs_matching/test/bottleneck_unit_test.cpp b/src/Bipartite_graphs_matching/test/bottleneck_unit_test.cpp
new file mode 100644
index 00000000..dc33f76b
--- /dev/null
+++ b/src/Bipartite_graphs_matching/test/bottleneck_unit_test.cpp
@@ -0,0 +1,207 @@
+#define BOOST_TEST_MODULE bottleneck test
+
+#include <boost/test/included/unit_test.hpp>
+#include <random>
+#include "../include/gudhi/Graph_matching.h"
+
+#include <chrono>
+#include <fstream>
+
+using namespace Gudhi::bipartite_graph_matching;
+
+int n1 = 81; // a natural number >0
+int n2 = 180; // a natural number >0
+double upper_bound = 400.5; // any real >0
+
+BOOST_AUTO_TEST_CASE(global){
+ std::uniform_real_distribution<double> unif1(0.,upper_bound);
+ std::uniform_real_distribution<double> unif2(upper_bound/1000.,upper_bound/100.);
+ std::default_random_engine re;
+ std::vector< std::pair<double, double> > v1, v2;
+ for (int i = 0; i < n1; i++) {
+ double a = unif1(re);
+ double b = unif1(re);
+ double x = unif2(re);
+ double y = unif2(re);
+ v1.emplace_back(std::min(a,b), std::max(a,b));
+ v2.emplace_back(std::min(a,b)+std::min(x,y), std::max(a,b)+std::max(x,y));
+ if(i%5==0)
+ v1.emplace_back(std::min(a,b),std::min(a,b)+x);
+ if(i%3==0)
+ v2.emplace_back(std::max(a,b),std::max(a,b)+y);
+ }
+ //99.5 and not 100 to avoid float errors.
+ BOOST_CHECK(bottleneck_distance(v1, v2) <= upper_bound/99.5);
+}
+
+BOOST_AUTO_TEST_CASE(persistence_diagrams_graph){
+ // Random construction
+ std::uniform_real_distribution<double> unif(0.,upper_bound);
+ std::default_random_engine re;
+ std::vector< std::pair<double, double> > v1, v2;
+ for (int i = 0; i < n1; i++) {
+ double a = unif(re);
+ double b = unif(re);
+ v1.emplace_back(std::min(a,b), std::max(a,b));
+ }
+ for (int i = 0; i < n2; i++) {
+ double a = unif(re);
+ double b = unif(re);
+ v2.emplace_back(std::min(a,b), std::max(a,b));
+ }
+ G::initialize(v1, v2, 0.);
+ std::unique_ptr< std::vector<double> > d = std::move(G::sorted_distances());
+ //
+ BOOST_CHECK(!G::on_the_u_diagonal(n1-1));
+ BOOST_CHECK(!G::on_the_u_diagonal(n1));
+ BOOST_CHECK(!G::on_the_u_diagonal(n2-1));
+ BOOST_CHECK(G::on_the_u_diagonal(n2));
+ BOOST_CHECK(!G::on_the_v_diagonal(n1-1));
+ BOOST_CHECK(G::on_the_v_diagonal(n1));
+ BOOST_CHECK(G::on_the_v_diagonal(n2-1));
+ BOOST_CHECK(G::on_the_v_diagonal(n2));
+ //
+ BOOST_CHECK(G::corresponding_point_in_u(0)==n2);
+ BOOST_CHECK(G::corresponding_point_in_u(n1)==0);
+ BOOST_CHECK(G::corresponding_point_in_v(0)==n1);
+ BOOST_CHECK(G::corresponding_point_in_v(n2)==0);
+ //
+ BOOST_CHECK(G::size()==(n1+n2));
+ //
+ BOOST_CHECK((int) d->size() <= (n1+n2)*(n1+n2) - n1*n2 + 1);
+ BOOST_CHECK(std::count(d->begin(), d->end(), G::distance(0,0))==1);
+ BOOST_CHECK(std::count(d->begin(), d->end(), G::distance(0,n1-1))==1);
+ BOOST_CHECK(std::count(d->begin(), d->end(), G::distance(0,n1))==1);
+ BOOST_CHECK(std::count(d->begin(), d->end(), G::distance(0,n2-1))==1);
+ BOOST_CHECK(std::count(d->begin(), d->end(), G::distance(0,n2))==1);
+ BOOST_CHECK(std::count(d->begin(), d->end(), G::distance(0,(n1+n2)-1))==1);
+ BOOST_CHECK(std::count(d->begin(), d->end(), G::distance(n1,0))==1);
+ BOOST_CHECK(std::count(d->begin(), d->end(), G::distance(n1,n1-1))==1);
+ BOOST_CHECK(std::count(d->begin(), d->end(), G::distance(n1,n1))==1);
+ BOOST_CHECK(std::count(d->begin(), d->end(), G::distance(n1,n2-1))==1);
+ BOOST_CHECK(std::count(d->begin(), d->end(), G::distance(n1,n2))==1);
+ BOOST_CHECK(std::count(d->begin(), d->end(), G::distance(n1,(n1+n2)-1))==1);
+ BOOST_CHECK(std::count(d->begin(), d->end(), G::distance((n1+n2)-1,0))==1);
+ BOOST_CHECK(std::count(d->begin(), d->end(), G::distance((n1+n2)-1,n1-1))==1);
+ BOOST_CHECK(std::count(d->begin(), d->end(), G::distance((n1+n2)-1,n1))==1);
+ BOOST_CHECK(std::count(d->begin(), d->end(), G::distance((n1+n2)-1,n2-1))==1);
+ BOOST_CHECK(std::count(d->begin(), d->end(), G::distance((n1+n2)-1,n2))==1);
+ BOOST_CHECK(std::count(d->begin(), d->end(), G::distance((n1+n2)-1,(n1+n2)-1))==1);
+}
+
+
+BOOST_AUTO_TEST_CASE(planar_neighbors_finder) {
+ Planar_neighbors_finder pnf = Planar_neighbors_finder(1.);
+ for(int v_point_index=0; v_point_index<n1; v_point_index+=2)
+ pnf.add(v_point_index);
+ //
+ BOOST_CHECK(pnf.contains(0));
+ BOOST_CHECK(!pnf.contains(1));
+ BOOST_CHECK(pnf.contains(2));
+ BOOST_CHECK(!pnf.contains(3));
+ //
+ pnf.remove(0);
+ pnf.remove(1);
+ //
+ BOOST_CHECK(!pnf.contains(0));
+ BOOST_CHECK(!pnf.contains(1));
+ BOOST_CHECK(pnf.contains(2));
+ BOOST_CHECK(!pnf.contains(3));
+ //
+ int v_point_index_1 = pnf.pull_near(n2/2);
+ BOOST_CHECK((v_point_index_1 == -1) || (G::distance(n2/2,v_point_index_1)<=1.));
+ BOOST_CHECK(!pnf.contains(v_point_index_1));
+ std::list<int> l = *pnf.pull_all_near(n2/2);
+ bool v = true;
+ for(auto it = l.cbegin(); it != l.cend(); ++it)
+ v = v && (G::distance(n2/2,*it)>1.);
+ BOOST_CHECK(v);
+ int v_point_index_2 = pnf.pull_near(n2/2);
+ BOOST_CHECK(v_point_index_2 == -1);
+}
+
+
+BOOST_AUTO_TEST_CASE(neighbors_finder) {
+ Neighbors_finder nf = Neighbors_finder(1.);
+ for(int v_point_index=1; v_point_index<((n2+n1)*9/10); v_point_index+=2)
+ nf.add(v_point_index);
+ //
+ int v_point_index_1 = nf.pull_near(n2/2);
+ BOOST_CHECK((v_point_index_1 == -1) || (G::distance(n2/2,v_point_index_1)<=1.));
+ std::list<int> l = *nf.pull_all_near(n2/2);
+ bool v = true;
+ for(auto it = l.cbegin(); it != l.cend(); ++it)
+ v = v && (G::distance(n2/2,*it)>1.);
+ BOOST_CHECK(v);
+ int v_point_index_2 = nf.pull_near(n2/2);
+ BOOST_CHECK(v_point_index_2 == -1);
+}
+
+BOOST_AUTO_TEST_CASE(layered_neighbors_finder) {
+ Layered_neighbors_finder lnf = Layered_neighbors_finder(1.);
+ for(int v_point_index=1; v_point_index<((n2+n1)*9/10); v_point_index+=2)
+ lnf.add(v_point_index, v_point_index % 7);
+ //
+ int v_point_index_1 = lnf.pull_near(n2/2,6);
+ BOOST_CHECK((v_point_index_1 == -1) || (G::distance(n2/2,v_point_index_1)<=1.));
+ int v_point_index_2 = lnf.pull_near(n2/2,6);
+ BOOST_CHECK(v_point_index_2 == -1);
+ v_point_index_1 = lnf.pull_near(n2/2,0);
+ BOOST_CHECK((v_point_index_1 == -1) || (G::distance(n2/2,v_point_index_1)<=1.));
+ v_point_index_2 = lnf.pull_near(n2/2,0);
+ BOOST_CHECK(v_point_index_2 == -1);
+}
+
+BOOST_AUTO_TEST_CASE(graph_matching) {
+ Graph_matching m1;
+ m1.set_r(0.);
+ int e = 0;
+ while (m1.multi_augment())
+ ++e;
+ BOOST_CHECK(e <= 2*sqrt(2*(n1+n2)));
+ Graph_matching m2 = m1;
+ BOOST_CHECK(!m2.multi_augment());
+ m2.set_r(upper_bound);
+ e = 0;
+ while (m2.multi_augment())
+ ++e;
+ BOOST_CHECK(e <= 2*sqrt(2*(n1+n2)));
+ BOOST_CHECK(m2.perfect());
+ BOOST_CHECK(!m1.perfect());
+}
+
+/*
+BOOST_AUTO_TEST_CASE(chrono) {
+ std::ofstream objetfichier;
+ objetfichier.open("results.csv", std::ios::out);
+
+ for(int n =50; n<=1000; n+=100){
+ std::uniform_real_distribution<double> unif1(0.,upper_bound);
+ std::uniform_real_distribution<double> unif2(upper_bound/1000.,upper_bound/100.);
+ std::default_random_engine re;
+ std::vector< std::pair<double, double> > v1, v2;
+ for (int i = 0; i < n; i++) {
+ double a = unif1(re);
+ double b = unif1(re);
+ double x = unif2(re);
+ double y = unif2(re);
+ v1.emplace_back(std::min(a,b), std::max(a,b));
+ v2.emplace_back(std::min(a,b)+std::min(x,y), std::max(a,b)+std::max(x,y));
+ if(i%5==0)
+ v1.emplace_back(std::min(a,b),std::min(a,b)+x);
+ if(i%3==0)
+ v2.emplace_back(std::max(a,b),std::max(a,b)+y);
+ }
+
+ std::chrono::steady_clock::time_point start = std::chrono::steady_clock::now();
+ double b = bottleneck_distance(v1,v2);
+ std::chrono::steady_clock::time_point end = std::chrono::steady_clock::now();
+
+ typedef std::chrono::duration<int,std::milli> millisecs_t;
+ millisecs_t duration(std::chrono::duration_cast<millisecs_t>(end-start));
+ objetfichier << n << ";" << duration.count() << ";" << b << std::endl;
+ }
+ objetfichier.close();
+}
+*/
+
diff --git a/src/CMakeLists.txt b/src/CMakeLists.txt
index ceb993fa..1436d65a 100644
--- a/src/CMakeLists.txt
+++ b/src/CMakeLists.txt
@@ -40,4 +40,20 @@ else()
add_subdirectory(example/Alpha_shapes)
add_subdirectory(example/Bottleneck)
-endif()
+endif()
+
+ include( ${CGAL_USE_FILE} )
+ # In CMakeLists.txt, when include(${CGAL_USE_FILE}), CXX_FLAGS are overwritten.
+ # cf. http://doc.cgal.org/latest/Manual/installation.html#title40
+ # A workaround is to add "-std=c++11" again.
+ # A fix would be to use https://cmake.org/cmake/help/v3.1/prop_gbl/CMAKE_CXX_KNOWN_FEATURES.html
+ # or even better https://cmake.org/cmake/help/v3.1/variable/CMAKE_CXX_STANDARD.html
+ # but it implies to use cmake version 3.1 at least.
+ if(NOT MSVC)
+ include(CheckCXXCompilerFlag)
+ CHECK_CXX_COMPILER_FLAG(-std=c++11 COMPILER_SUPPORTS_CXX11)
+ if(COMPILER_SUPPORTS_CXX11)
+ set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -std=c++11")
+ endif()
+ endif()
+ # - End of workaround