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CMakeLists.txt
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CMakeLists.txt
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# Copyright 2024 Tomo Sasaki
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
# https://www.apache.org/licenses/LICENSE-2.0
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
cmake_minimum_required(VERSION 3.14)
project(
cddp
VERSION 0.1.0
DESCRIPTION "CDDP: A C++ library for Trajectory Optimization and MPC"
HOMEPAGE_URL "https://github.com/astomodynamics/cddp-cpp"
)
set(CMAKE_CXX_STANDARD 17) # Enforce C++17 as the minimum standard
set(CMAKE_CXX_STANDARD_REQUIRED ON) # Enforce C++17 as the minimum standard
set(ABSL_PROPAGATE_CXX_STD ON) # Enforce C++17 for absl
set(CMAKE_BUILD_TYPE "Release") # Set the build type to Release by default
# Options
option(CDDP_CPP_BUILD_TESTS "Whether to build tests." ON)
# SQP Configuration
option(CDDP_CPP_SQP "Whether to use SQP solver" OFF)
# CasADi Configuration
option(CDDP_CPP_CASADI "Whether to use CasADi" OFF)
# Gurobi Configuration
option(CDDP_CPP_GUROBI "Whether to use Gurobi solver." OFF)
option(GUROBI_ROOT "Path to Gurobi installation" "")
set(GUROBI_ROOT $ENV{HOME}/.local/lib/gurobi1103/linux64)
# LibTorch Configuration
option(CDDP_CPP_TORCH "Whether to use LibTorch" ON)
option(CDDP_CPP_TORCH_GPU "Whether to use GPU support in LibTorch" ON)
set(LIBTORCH_DIR $ENV{HOME}/.local/lib/libtorch CACHE PATH "Path to local LibTorch installation") # FIXME: Change this to your local LibTorch installation directory
# Python Configuration
set(Python_EXECUTABLE /usr/bin/python3.10) # Or the path to your desired Python interpreter
execute_process( # Find the NumPy include directory
COMMAND "${Python_EXECUTABLE}" -c "import numpy; print(numpy.get_include())"
OUTPUT_VARIABLE NUMPY_INCLUDE_DIR OUTPUT_STRIP_TRAILING_WHITESPACE
)
# Find packages
find_package(Eigen3 REQUIRED)
find_package(Python3 3.10 EXACT COMPONENTS Interpreter Development NumPy REQUIRED)
if (CDDP_CPP_CASADI)
# Assuming that CasADi is installed in /usr/local/include/casadi by:
# sudo apt install gfortran liblapack-dev pkg-config --install-recommends
# sudo apt install swig
# cd
# git clone https://github.com/casadi/casadi.git -b main
# cd casadi
# mkdir build
# cd build
# cmake -DWITH_PYTHON=ON -DWITH_IPOPT=ON -DWITH_OPENMP=ON -DWITH_THREAD=ON ..
# make
# sudo make install
# echo "export LD_LIBRARY_PATH=/home/<path_to_casadi>/casadi/build/lib:$LD_LIBRARY_PATH" >> ~/.bashrc && source ~/.bashrc
find_package(casadi REQUIRED)
set(CASADI_INCLUDE_DIR /usr/local/include/casadi)
find_library(CASADI_LIBRARY NAMES casadi HINTS ${CASADI_INCLUDE_DIR}/../lib $ENV{CASADI_PREFIX}/lib)
set(CASADI_LIBRARIES ${CASADI_LIBRARIES} ${CASADI_LIBRARY})
endif()
# Enable FetchContent for downloading dependencies
include(FetchContent)
# Googletest
if (CDDP_CPP_BUILD_TESTS)
enable_testing()
FetchContent_Declare(
googletest
GIT_REPOSITORY https://github.com/google/googletest.git
GIT_TAG origin/main
)
FetchContent_MakeAvailable(googletest)
include(GoogleTest)
endif()
# LibTorch
if (CDDP_CPP_TORCH)
# Function to download and extract LibTorch
function(download_libtorch cuda_support download_dir)
if(cuda_support) # FIXME: Chenge the version of LibTorch to your desired version
set(LIBTORCH_URL "https://download.pytorch.org/libtorch/cu124/libtorch-cxx11-abi-shared-with-deps-2.5.1%2Bcu124.zip")
else()
set(LIBTORCH_URL "https://download.pytorch.org/libtorch/cpu/libtorch-cxx11-abi-shared-with-deps-2.5.1%2Bcpu.zip")
endif()
set(DOWNLOAD_PATH "${download_dir}/libtorch-shared-with-deps-latest.zip")
message(STATUS "Downloading LibTorch from ${LIBTORCH_URL}")
file(DOWNLOAD "${LIBTORCH_URL}" "${DOWNLOAD_PATH}"
SHOW_PROGRESS
STATUS DOWNLOAD_STATUS
)
list(GET DOWNLOAD_STATUS 0 STATUS_CODE)
list(GET DOWNLOAD_STATUS 1 ERROR_MESSAGE)
if(NOT STATUS_CODE EQUAL 0)
message(FATAL_ERROR "Failed to download LibTorch: ${ERROR_MESSAGE}")
endif()
message(STATUS "Extracting LibTorch...")
execute_process(
COMMAND ${CMAKE_COMMAND} -E tar xf "${DOWNLOAD_PATH}"
WORKING_DIRECTORY "${download_dir}"
RESULT_VARIABLE EXTRACT_RESULT
)
if(NOT EXTRACT_RESULT EQUAL 0)
message(FATAL_ERROR "Failed to extract LibTorch")
endif()
file(REMOVE "${DOWNLOAD_PATH}")
endfunction()
# Try to find LibTorch in the following priority order:
# 0. Default locations
# 1. Local LibTorch directory (if specified)
# 2. Previously installed LibTorch under build directory
# 3. Download and install new copy
find_package(Torch QUIET) # Try finding in default locations first
# Priority 0: Check default locations
if (TORCH_FOUND)
message(STATUS "Found LibTorch in default locations")
set(TORCH_FOUND TRUE)
endif()
# Priority 1: Check local LibTorch directory
if(NOT TORCH_FOUND AND LIBTORCH_DIR)
if(EXISTS "${LIBTORCH_DIR}/share/cmake/Torch/TorchConfig.cmake")
find_package(Torch REQUIRED PATHS "${LIBTORCH_DIR}" NO_DEFAULT_PATH)
set(TORCH_FOUND TRUE)
message(STATUS "Found LibTorch in local directory: ${LIBTORCH_DIR}")
else()
message(WARNING "Specified LIBTORCH_DIR does not contain a valid LibTorch installation")
endif()
endif()
# Priority 2: Check previously installed LibTorch under build directory
if(NOT TORCH_FOUND)
set(BUILD_LIBTORCH_DIR "${CMAKE_BINARY_DIR}/libtorch")
if(EXISTS "${BUILD_LIBTORCH_DIR}/share/cmake/Torch/TorchConfig.cmake")
find_package(Torch REQUIRED PATHS "${BUILD_LIBTORCH_DIR}" NO_DEFAULT_PATH)
set(TORCH_FOUND TRUE)
message(STATUS "Found LibTorch in build directory: ${BUILD_LIBTORCH_DIR}")
endif()
endif()
# Priority 3: Download and install new copy
if(NOT TORCH_FOUND)
message(STATUS "LibTorch not found in preferred locations. Downloading fresh copy...")
download_libtorch(${CDDP_CPP_TORCH_GPU} "${CMAKE_BINARY_DIR}")
find_package(Torch REQUIRED PATHS "${CMAKE_BINARY_DIR}/libtorch" NO_DEFAULT_PATH)
message(STATUS "Successfully downloaded and installed LibTorch to: ${CMAKE_BINARY_DIR}/libtorch")
endif()
# Set compilation flags for CUDA if GPU support is enabled
if(CDDP_CPP_TORCH_GPU)
set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} ${TORCH_CXX_FLAGS}")
endif()
# Export LibTorch variables for other parts of the build
set(TORCH_INSTALL_PREFIX ${Torch_DIR}/../../../ CACHE PATH "LibTorch installation directory")
endif()
# Include directories
include_directories(
${CMAKE_CURRENT_SOURCE_DIR}/include
${Python3_INCLUDE_DIRS}
${NUMPY_INCLUDE_DIR}
)
# Add your library
set(cddp_core_srcs
src/cddp_core/dynamical_system.cpp
src/cddp_core/objective.cpp
src/cddp_core/constraint.cpp
src/cddp_core/barrier.cpp
src/cddp_core/helper.cpp
src/cddp_core/boxqp.cpp
src/cddp_core/qp_solver.cpp
src/cddp_core/cddp_core.cpp
src/cddp_core/clddp_core.cpp
src/cddp_core/asddp_core.cpp
src/cddp_core/logddp_core.cpp
)
if (CDDP_CPP_TORCH)
list(APPEND cddp_core_srcs src/cddp_core/neural_dynamical_system.cpp)
endif()
set(dynamics_model_srcs
src/dynamics_model/pendulum.cpp
src/dynamics_model/dubins_car.cpp
src/dynamics_model/bicycle.cpp
src/dynamics_model/cartpole.cpp
src/dynamics_model/car.cpp
src/dynamics_model/quadrotor.cpp
src/dynamics_model/manipulator.cpp
src/dynamics_model/spacecraft_linear.cpp
src/dynamics_model/spacecraft_nonlinear.cpp
src/dynamics_model/dreyfus_rocket.cpp
src/dynamics_model/spacecraft_landing2d.cpp
src/dynamics_model/lti_system.cpp
)
add_library(${PROJECT_NAME}
${cddp_core_srcs}
${dynamics_model_srcs}
)
target_link_libraries(${PROJECT_NAME}
Eigen3::Eigen
Python3::Python
Python3::Module
Python3::NumPy
)
if (CDDP_CPP_TORCH)
target_compile_definitions(${PROJECT_NAME} PRIVATE CDDP_CPP_TORCH_ENABLED=1)
target_link_libraries(${PROJECT_NAME} ${TORCH_LIBRARIES})
endif()
target_include_directories(${PROJECT_NAME} PUBLIC
$<BUILD_INTERFACE:${CMAKE_CURRENT_SOURCE_DIR}/include/cddp-cpp>
$<INSTALL_INTERFACE:include>
${TORCH_INCLUDE_DIRS}
)
# Ensure proper CUDA support if enabled
if(TORCH_FOUND AND CDDP_CPP_TORCH_GPU)
set_property(TARGET ${PROJECT_NAME} PROPERTY CUDA_ARCHITECTURES native)
endif()
if (CDDP_CPP_SQP)
# OSQP-CPP
FetchContent_Declare(
osqp-cpp
GIT_REPOSITORY https://github.com/astomodynamics/osqp-cpp.git
GIT_TAG master
)
FetchContent_MakeAvailable(osqp-cpp)
FetchContent_GetProperties(osqp-cpp)
target_link_libraries(${PROJECT_NAME} osqp-cpp)
# add sqp solver to cddp
target_sources(${PROJECT_NAME} PRIVATE src/sqp_core/sqp.cpp)
endif()
if (CDDP_CPP_CASADI)
target_include_directories(${PROJECT_NAME} PUBLIC ${CASADI_INCLUDE_DIR})
target_link_libraries(${PROJECT_NAME} ${CASADI_LIBRARIES})
endif()
# Gurobi
if (CDDP_CPP_GUROBI)
if (NOT GUROBI_ROOT)
message(FATAL_ERROR "Please set GUROBI_ROOT.")
endif()
set(GUROBI_INCLUDE_DIRS ${GUROBI_ROOT}/include) # Set the path to the Gurobi include directory
set(GUROBI_LIBRARIES ${GUROBI_ROOT}/lib/libgurobi_c++.a) # Set the path to the Gurobi library
find_library(GUROBI_LIBRARY gurobi_c++ PATHS ${GUROBI_ROOT}/lib)
find_path(GUROBI_INCLUDE_DIR gurobi_c++.h PATHS ${GUROBI_ROOT}/include)
link_directories(${GUROBI_ROOT}/lib)
if (GUROBI_LIBRARIES AND GUROBI_INCLUDE_DIR)
message(STATUS "Found Gurobi: ${GUROBI_LIBRARIES} ${GUROBI_LIBRARY}")
message(STATUS "Gurobi include directory: ${GUROBI_INCLUDE_DIR}")
include_directories(${GUROBI_INCLUDE_DIR})
target_link_libraries(${PROJECT_NAME} ${GUROBI_LIBRARIES} gurobi_c++
gurobi110)
else()
message(FATAL_ERROR "Could not find Gurobi. Please set GUROBI_ROOT.")
endif()
endif()
# Build and register tests.
if (CDDP_CPP_BUILD_TESTS)
add_subdirectory(tests)
endif()
# Build examples
add_subdirectory(examples)
# Cmake compile commmand:
# $ mkdir build
# $ cd build
# $ cmake -DCDDP_CPP_GUROBI=ON -DCDDP_CPP_BUILD_TESTS=ON -DGUROBI_ROOT=/home/tom/.local/lib/gurobi1103/linux64 -DCDDP_CPP_TORCH=ON -DCDDP_CPP_TORCH_GPU=ON -DLIBTORCH_DIR=/home/tom/.local/lib/libtorch ..
# $ make -j4
# $ make test