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cmake_minimum_required(VERSION 3.18 FATAL_ERROR)
project(OpenAlgebra VERSION 1.0.0 LANGUAGES CXX)
# OpenAlgebra: High-Performance Sparse Linear Algebra Library
set(PROJECT_DESCRIPTION "Advanced sparse linear algebra library in Rust and C++")
# Set C++ standard
set(CMAKE_CXX_STANDARD 17)
set(CMAKE_CXX_STANDARD_REQUIRED ON)
set(CMAKE_CXX_EXTENSIONS OFF)
# Set CUDA standard
set(CMAKE_CUDA_STANDARD 17)
set(CMAKE_CUDA_STANDARD_REQUIRED ON)
# Build options
option(OPENALGEBRA_BUILD_TESTS "Build comprehensive test suite" OFF)
option(OPENALGEBRA_BUILD_BENCHMARKS "Build performance benchmarks" OFF)
option(OPENALGEBRA_BUILD_EXAMPLES "Build examples" OFF)
option(OPENALGEBRA_BUILD_PYTHON "Build Python bindings" ON)
option(OPENALGEBRA_ENABLE_CUDA "Enable CUDA acceleration" ON)
option(OPENALGEBRA_ENABLE_MPI "Enable MPI for distributed computing" ON)
option(OPENALGEBRA_ENABLE_OPENMP "Enable OpenMP parallelization" ON)
# Set build type if not specified
if(NOT CMAKE_BUILD_TYPE)
set(CMAKE_BUILD_TYPE Release)
endif()
# Compiler-specific optimization options
if(CMAKE_CXX_COMPILER_ID MATCHES "GNU|Clang")
set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -Wall -Wextra -Wpedantic")
set(CMAKE_CXX_FLAGS_DEBUG "-g -O0 -DDEBUG -DOPENALGEBRA_DEBUG")
set(CMAKE_CXX_FLAGS_RELEASE "-O3 -DNDEBUG -march=native -ffast-math")
set(CMAKE_CXX_FLAGS_RELWITHDEBINFO "-O2 -g -DNDEBUG")
elseif(CMAKE_CXX_COMPILER_ID MATCHES "MSVC")
set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} /W4")
set(CMAKE_CXX_FLAGS_RELEASE "/O2 /DNDEBUG /fp:fast")
endif()
# Find required packages
find_package(Threads REQUIRED)
# OpenMP for parallel processing
if(OPENALGEBRA_ENABLE_OPENMP)
find_package(OpenMP REQUIRED)
if(OpenMP_CXX_FOUND)
set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} ${OpenMP_CXX_FLAGS}")
add_definitions(-DOPENALGEBRA_OPENMP_ENABLED)
message(STATUS "OpenMP enabled for parallel processing")
endif()
endif()
# MPI for distributed computing
if(OPENALGEBRA_ENABLE_MPI)
find_package(MPI REQUIRED)
if(MPI_CXX_FOUND)
include_directories(${MPI_CXX_INCLUDE_DIRS})
add_definitions(-DOPENALGEBRA_MPI_ENABLED)
message(STATUS "MPI enabled for distributed computing")
endif()
endif()
# CUDA for GPU acceleration
if(OPENALGEBRA_ENABLE_CUDA)
find_package(CUDAToolkit REQUIRED)
if(CUDAToolkit_FOUND)
enable_language(CUDA)
set(CMAKE_CUDA_FLAGS "${CMAKE_CUDA_FLAGS} -gencode arch=compute_70,code=sm_70")
set(CMAKE_CUDA_FLAGS "${CMAKE_CUDA_FLAGS} -gencode arch=compute_75,code=sm_75")
set(CMAKE_CUDA_FLAGS "${CMAKE_CUDA_FLAGS} -gencode arch=compute_80,code=sm_80")
set(CMAKE_CUDA_FLAGS "${CMAKE_CUDA_FLAGS} -gencode arch=compute_86,code=sm_86")
set(CMAKE_CUDA_FLAGS "${CMAKE_CUDA_FLAGS} --extended-lambda")
add_definitions(-DOPENALGEBRA_CUDA_ENABLED)
message(STATUS "CUDA enabled for GPU acceleration")
endif()
endif()
# Include directories
include_directories(${CMAKE_CURRENT_SOURCE_DIR}/src)
# Core sparse linear algebra sources
set(OPENALGEBRA_CORE_SOURCES
src/core/algebra/matrix/sparse_matrix.cpp
src/core/algebra/matrix/matrix_operations.cpp
src/core/algebra/tensor/sparse_tensor_coo.cpp
src/core/algebra/tensor/tensor_operations.cpp
src/core/algebra/solvers/iterative/cg_solver.cpp
src/core/algebra/solvers/iterative/gmres_solver.cpp
src/core/algebra/solvers/iterative/bicgstab_solver.cpp
src/core/algebra/solvers/direct/multifrontal.cpp
src/core/algebra/solvers/direct/supernodal.cpp
src/core/algebra/solvers/preconditioners/amg_preconditioner.cpp
src/core/algebra/solvers/preconditioners/ilu_preconditioner.cpp
src/core/autograd/variable.cpp
src/core/autograd/sparse_operations.cpp
src/core/optimizers/sparse_sgd.cpp
src/core/optimizers/sparse_adam.cpp
src/core/utils/timer.cpp
src/core/utils/logger.cpp
src/core/utils/error_handling.cpp
)
# CUDA sources for GPU acceleration
if(OPENALGEBRA_ENABLE_CUDA)
set(OPENALGEBRA_CUDA_SOURCES
src/core/hardware/cuda/cuda_kernels.cu
src/core/hardware/cuda/memory_manager.cu
src/core/hardware/cuda/sparse_tensor_cuda.cu
)
endif()
# MPI sources for distributed computing
if(OPENALGEBRA_ENABLE_MPI)
set(OPENALGEBRA_MPI_SOURCES
src/core/mpi/distributed_matrix.cpp
src/core/mpi/distributed_tensor.cpp
src/core/mpi/mpi_solver.cpp
)
endif()
# Create main library
add_library(openalgebra
${OPENALGEBRA_CORE_SOURCES}
${OPENALGEBRA_CUDA_SOURCES}
${OPENALGEBRA_MPI_SOURCES}
)
# Set library properties
set_target_properties(openalgebra PROPERTIES
VERSION ${PROJECT_VERSION}
SOVERSION ${PROJECT_VERSION_MAJOR}
POSITION_INDEPENDENT_CODE ON
CXX_VISIBILITY_PRESET hidden
VISIBILITY_INLINES_HIDDEN ON
)
# Create interface library
add_library(openalgebra_interface INTERFACE)
target_include_directories(openalgebra_interface INTERFACE
$<BUILD_INTERFACE:${CMAKE_CURRENT_SOURCE_DIR}/src>
$<INSTALL_INTERFACE:include>
)
# Link libraries
target_link_libraries(openalgebra PUBLIC Threads::Threads)
if(OPENALGEBRA_ENABLE_OPENMP AND OpenMP_CXX_FOUND)
target_link_libraries(openalgebra PUBLIC OpenMP::OpenMP_CXX)
endif()
if(OPENALGEBRA_ENABLE_MPI AND MPI_CXX_FOUND)
target_link_libraries(openalgebra PUBLIC ${MPI_CXX_LIBRARIES})
endif()
if(OPENALGEBRA_ENABLE_CUDA AND CUDAToolkit_FOUND)
target_link_libraries(openalgebra PUBLIC
CUDA::cusparse
CUDA::cublas
CUDA::cusolver
CUDA::cudart
CUDA::curand
CUDA::cufft
)
# CUDA-specific properties
set_property(TARGET openalgebra PROPERTY CUDA_RUNTIME_LIBRARY Static)
set_property(TARGET openalgebra PROPERTY CUDA_ARCHITECTURES 70 75 80 86)
endif()
# Install targets
install(TARGETS openalgebra openalgebra_interface
EXPORT OpenAlgebraTargets
LIBRARY DESTINATION lib
ARCHIVE DESTINATION lib
RUNTIME DESTINATION bin
INCLUDES DESTINATION include
)
# Install headers
install(DIRECTORY src/
DESTINATION include
FILES_MATCHING
PATTERN "*.hpp"
PATTERN "*.cuh"
PATTERN "*.h"
)
# Export targets
install(EXPORT OpenAlgebraTargets
FILE OpenAlgebraTargets.cmake
NAMESPACE OpenAlgebra::
DESTINATION lib/cmake/OpenAlgebra
)
# Create config file
include(CMakePackageConfigHelpers)
write_basic_package_version_file(
OpenAlgebraConfigVersion.cmake
VERSION ${PROJECT_VERSION}
COMPATIBILITY SameMajorVersion
)
configure_package_config_file(
${CMAKE_CURRENT_SOURCE_DIR}/cmake/OpenAlgebraConfig.cmake.in
${CMAKE_CURRENT_BINARY_DIR}/OpenAlgebraConfig.cmake
INSTALL_DESTINATION lib/cmake/OpenAlgebra
)
install(FILES
${CMAKE_CURRENT_BINARY_DIR}/OpenAlgebraConfig.cmake
${CMAKE_CURRENT_BINARY_DIR}/OpenAlgebraConfigVersion.cmake
DESTINATION lib/cmake/OpenAlgebra
)
# Tests
if(OPENALGEBRA_BUILD_TESTS)
enable_testing()
find_package(GTest REQUIRED)
set(TEST_SOURCES
tests/unit/test_sparse_matrix.cpp
tests/unit/test_tensors.cpp
tests/unit/test_autograd.cpp
tests/unit/test_solvers.cpp
tests/integration/test_pipeline.cpp
)
if(OPENALGEBRA_ENABLE_CUDA)
list(APPEND TEST_SOURCES
tests/unit/test_cuda_kernels.cpp
tests/integration/test_gpu_acceleration.cpp
)
endif()
if(OPENALGEBRA_ENABLE_MPI)
list(APPEND TEST_SOURCES
tests/unit/test_mpi_operations.cpp
tests/integration/test_distributed_computing.cpp
)
endif()
foreach(test_source ${TEST_SOURCES})
get_filename_component(test_name ${test_source} NAME_WE)
add_executable(${test_name} ${test_source})
target_link_libraries(${test_name}
openalgebra
GTest::GTest
GTest::Main
)
# Add test-specific definitions
target_compile_definitions(${test_name} PRIVATE
OPENALGEBRA_TEST_DATA_DIR="${CMAKE_CURRENT_SOURCE_DIR}/tests/data"
)
add_test(NAME ${test_name} COMMAND ${test_name})
endforeach()
endif()
# Benchmarks
if(OPENALGEBRA_BUILD_BENCHMARKS)
add_executable(performance_suite
benchmarks/performance_suite.cpp
benchmarks/accuracy_benchmarks.cpp
benchmarks/datasets.cpp
)
target_link_libraries(performance_suite openalgebra)
if(OPENALGEBRA_ENABLE_CUDA)
add_executable(cuda_benchmarks benchmarks/cuda_benchmarks.cu)
target_link_libraries(cuda_benchmarks openalgebra)
set_property(TARGET cuda_benchmarks PROPERTY CUDA_RUNTIME_LIBRARY Static)
endif()
if(OPENALGEBRA_ENABLE_MPI)
add_executable(distributed_scaling benchmarks/distributed_scaling.cpp)
target_link_libraries(distributed_scaling openalgebra)
endif()
endif()
# Examples
if(OPENALGEBRA_BUILD_EXAMPLES)
add_executable(sparse_matrix_example examples/sparse_matrix_example.cpp)
target_link_libraries(sparse_matrix_example openalgebra)
add_executable(solver_example examples/solver_example.cpp)
target_link_libraries(solver_example openalgebra)
if(OPENALGEBRA_ENABLE_CUDA)
add_executable(cuda_example examples/cuda_example.cu)
target_link_libraries(cuda_example openalgebra)
set_property(TARGET cuda_example PROPERTY CUDA_RUNTIME_LIBRARY Static)
endif()
if(OPENALGEBRA_ENABLE_MPI)
add_executable(mpi_example examples/mpi_example.cpp)
target_link_libraries(mpi_example openalgebra)
endif()
endif()
# Python bindings
if(OPENALGEBRA_BUILD_PYTHON)
find_package(Python COMPONENTS Interpreter Development REQUIRED)
find_package(pybind11 REQUIRED)
pybind11_add_module(openalgebra_python
src/python/openalgebra_bindings.cpp
src/python/sparse_matrix_bindings.cpp
src/python/tensor_bindings.cpp
src/python/solver_bindings.cpp
)
target_link_libraries(openalgebra_python PRIVATE openalgebra)
set_target_properties(openalgebra_python PROPERTIES
OUTPUT_NAME openalgebra
SUFFIX ${PYTHON_MODULE_EXTENSION}
)
# Python utilities
install(FILES
src/python/__init__.py
src/python/sparse_matrix.py
src/python/autograd.py
DESTINATION ${Python_SITEARCH}/openalgebra
)
endif()
# Documentation
find_package(Doxygen QUIET)
if(DOXYGEN_FOUND)
set(DOXYGEN_PROJECT_NAME "OpenAlgebra")
set(DOXYGEN_PROJECT_BRIEF "High-Performance Sparse Linear Algebra Library")
set(DOXYGEN_OUTPUT_DIRECTORY ${CMAKE_CURRENT_BINARY_DIR}/docs)
set(DOXYGEN_INPUT_DIRECTORY ${CMAKE_CURRENT_SOURCE_DIR}/src)
set(DOXYGEN_EXCLUDE_PATTERNS "*/internal/*")
set(DOXYGEN_GENERATE_HTML YES)
set(DOXYGEN_GENERATE_LATEX NO)
set(DOXYGEN_RECURSIVE YES)
set(DOXYGEN_EXTRACT_ALL YES)
set(DOXYGEN_CLASS_DIAGRAMS YES)
set(DOXYGEN_HAVE_DOT YES)
doxygen_add_docs(docs ${CMAKE_CURRENT_SOURCE_DIR}/src)
endif()
# Package configuration
set(CPACK_PACKAGE_NAME "OpenAlgebra")
set(CPACK_PACKAGE_DESCRIPTION_SUMMARY "High-Performance Sparse Linear Algebra Library")
set(CPACK_PACKAGE_VERSION ${PROJECT_VERSION})
set(CPACK_PACKAGE_VENDOR "OpenAlgebra Team")
set(CPACK_PACKAGE_CONTACT "contact@openalgebra.org")
set(CPACK_RESOURCE_FILE_LICENSE "${CMAKE_CURRENT_SOURCE_DIR}/LICENSE")
set(CPACK_RESOURCE_FILE_README "${CMAKE_CURRENT_SOURCE_DIR}/README.md")
# Platform-specific packaging
if(WIN32)
set(CPACK_GENERATOR "NSIS;ZIP")
elseif(APPLE)
set(CPACK_GENERATOR "DragNDrop;TGZ")
else()
set(CPACK_GENERATOR "DEB;RPM;TGZ")
# Debian package configuration
set(CPACK_DEBIAN_PACKAGE_MAINTAINER "OpenAlgebra Team")
set(CPACK_DEBIAN_PACKAGE_SECTION "science")
set(CPACK_DEBIAN_PACKAGE_PRIORITY "optional")
set(CPACK_DEBIAN_PACKAGE_DEPENDS "libc6, libstdc++6, libgomp1")
# RPM package configuration
set(CPACK_RPM_PACKAGE_GROUP "Applications/Science")
set(CPACK_RPM_PACKAGE_LICENSE "MIT")
set(CPACK_RPM_PACKAGE_REQUIRES "glibc, libstdc++, libgomp")
endif()
include(CPack)
# Print configuration summary
message(STATUS "")
message(STATUS "OpenAlgebra Configuration Summary:")
message(STATUS "=================================")
message(STATUS " Version: ${PROJECT_VERSION}")
message(STATUS " Build type: ${CMAKE_BUILD_TYPE}")
message(STATUS " C++ standard: ${CMAKE_CXX_STANDARD}")
message(STATUS " Install prefix: ${CMAKE_INSTALL_PREFIX}")
message(STATUS "")
message(STATUS "Core Features:")
message(STATUS " OpenMP support: ${OPENALGEBRA_ENABLE_OPENMP}")
message(STATUS " MPI support: ${OPENALGEBRA_ENABLE_MPI}")
message(STATUS " CUDA support: ${OPENALGEBRA_ENABLE_CUDA}")
message(STATUS "")
message(STATUS "Build Options:")
message(STATUS " Build tests: ${OPENALGEBRA_BUILD_TESTS}")
message(STATUS " Build benchmarks: ${OPENALGEBRA_BUILD_BENCHMARKS}")
message(STATUS " Build examples: ${OPENALGEBRA_BUILD_EXAMPLES}")
message(STATUS " Build Python bindings: ${OPENALGEBRA_BUILD_PYTHON}")
message(STATUS "")
message(STATUS "Target Applications:")
message(STATUS " - Sparse matrix computations")
message(STATUS " - Iterative linear solvers")
message(STATUS " - Scientific computing")
message(STATUS " - Machine learning frameworks")
message(STATUS " - High-performance computing")
message(STATUS "=================================")
message(STATUS "")