3.8 KiB
WRAP
The wrap library wraps the GTSAM library into a Python library or MATLAB toolbox.
It was designed to be more general than just wrapping GTSAM. For notes on creating a wrap interface, see gtsam.h
for what features can be wrapped into a toolbox, as well as the current state of the toolbox for GTSAM.
Prerequisites
Pybind11
and pyparsing
- This library uses
pybind11
, which is included as a subdirectory in GTSAM. - The
interface_parser.py
in this library usespyparsing
to parse the interface filegtsam.h
. Please install it first in your current Python environment before attempting the build.
python3 -m pip install pyparsing
Getting Started
Clone this repository to your local machine and perform the standard CMake install:
mkdir build && cd build
cmake ..
make install # use sudo if needed
Using wrap
in your project is straightforward from here. In your CMakeLists.txt
file, you just need to add the following:
find_package(gtwrap)
pybind_wrap(${PROJECT_NAME}_py # target
${PROJECT_SOURCE_DIR}/cpp/${PROJECT_NAME}.h # interface header file
"${PROJECT_NAME}.cpp" # the generated cpp
"${PROJECT_NAME}" # module_name
"${PROJECT_MODULE_NAME}" # top namespace in the cpp file e.g. gtsam
"${ignore}" # ignore classes
${PROJECT_BINARY_DIR}/${PROJECT_NAME}.tpl # the wrapping template file
${PROJECT_NAME} # libs
"${PROJECT_NAME}" # dependencies
ON # use boost
)
For more information, please follow our tutorial.
Documentation
Documentation for wrapping C++ code can be found here.
Python Wrapper
WARNING: On macOS, you have to statically build GTSAM to use the wrapper.
-
Set
GTSAM_BUILD_PYTHON=ON
while configuring the build withcmake
. -
What you can do in the
build
folder:-
Just run python then import GTSAM and play around:
import gtsam gtsam.__dir__()
-
Run the unittests:
python -m unittest discover
-
Edit the unittests in
python/gtsam/*.py
and simply rerun the test. They were symlinked to<build_folder>/gtsam/*.py
to facilitate fast development.python -m unittest gtsam/tests/test_Pose3.py
- NOTE: You might need to re-runcmake ..
if files are deleted or added.
-
-
Do
make install
andcd <gtsam_install_folder>/python
. Here, you can:- Run the unittests:
python setup.py test
- Install
gtsam
to your current Python environment.python setup.py install
- NOTE: It's a good idea to create a virtual environment otherwise it will be installed in your system Python's site-packages.
- Run the unittests:
Matlab Wrapper
In the CMake, simply include the MatlabWrap.cmake
file.
include(MatlabWrap)
This cmake file defines functions for generating MATLAB wrappers.
wrap_and_install_library(interfaceHeader linkLibraries extraIncludeDirs extraMexFlags)
Generates wrap code and compiles the wrapper.
Usage example:
`wrap_and_install_library("lba.h" "" "" "")`
Arguments:
interfaceHeader
: The relative or absolute path to the wrapper interface definition file.linkLibraries
: Any additional libraries to link. Your project library (e.g.lba
), libraries it depends on, and any necessary MATLAB libraries will be linked automatically. So normally, leave this empty.extraIncludeDirs
: Any additional include paths required by dependent libraries that have not already been added by include_directories. Again, normally, leave this empty.extraMexFlags
: Any additional flags to pass to the compiler when building the wrap code. Normally, leave this empty.