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Add a benchmark for RobotTrajectory creation and timing. #2530

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Nov 21, 2023
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14 changes: 14 additions & 0 deletions moveit_core/trajectory_processing/CMakeLists.txt
Original file line number Diff line number Diff line change
Expand Up @@ -26,6 +26,9 @@ target_link_libraries(moveit_trajectory_processing
install(DIRECTORY include/ DESTINATION include/moveit_core)

if(BUILD_TESTING)
find_package(ament_cmake_google_benchmark REQUIRED)
find_package(ament_cmake_gtest REQUIRED)
find_package(benchmark REQUIRED)
if(WIN32)
# TODO add windows paths
# set(append_library_dirs "$<TARGET_FILE_DIR:${PROJECT_NAME}>;$<TARGET_FILE_DIR:${PROJECT_NAME}_TestPlugins1>")
Expand All @@ -41,4 +44,15 @@ if(BUILD_TESTING)
moveit_trajectory_processing
moveit_test_utils
)

ament_add_google_benchmark(
robot_trajectory_benchmark
test/robot_trajectory_benchmark.cpp)
target_link_libraries(robot_trajectory_benchmark
moveit_robot_model
moveit_test_utils
moveit_robot_state
moveit_robot_trajectory
moveit_trajectory_processing
)
endif()
135 changes: 135 additions & 0 deletions moveit_core/trajectory_processing/test/robot_trajectory_benchmark.cpp
Original file line number Diff line number Diff line change
@@ -0,0 +1,135 @@
/*********************************************************************
* Software License Agreement (BSD License)
*
* Copyright (c) 2023, PickNik Robotics.
* All rights reserved.
*
* Redistribution and use in source and binary forms, with or without
* modification, are permitted provided that the following conditions
* are met:
*
* * Redistributions of source code must retain the above copyright
* notice, this list of conditions and the following disclaimer.
* * Redistributions in binary form must reproduce the above
* copyright notice, this list of conditions and the following
* disclaimer in the documentation and/or other materials provided
* with the distribution.
* * Neither the name of the Willow Garage nor the names of its
* contributors may be used to endorse or promote products derived
* from this software without specific prior written permission.
*
* THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
* "AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
* LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS
* FOR A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE
* COPYRIGHT OWNER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT,
* INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING,
* BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES;
* LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER
* CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT
* LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN
* ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE
* POSSIBILITY OF SUCH DAMAGE.
*********************************************************************/

/* Author: Mario Prats */

// To run this benchmark, 'cd' to the build/moveit_core/trajectory_processing directory and directly run the binary.

#include <benchmark/benchmark.h>
#include <moveit/robot_model/robot_model.h>
#include <moveit/robot_state/robot_state.h>
#include <moveit/robot_trajectory/robot_trajectory.h>
#include <moveit/utils/robot_model_test_utils.h>
#include <moveit/trajectory_processing/time_optimal_trajectory_generation.h>

// Robot and planning group to use in the benchmarks.
constexpr char TEST_ROBOT[] = "panda";
constexpr char TEST_GROUP[] = "panda_arm";

// Benchmark manual creation of a trajectory with a given number of waypoints.
// This includes creating and updating the individual RobotState's.
static void robotTrajectoryCreate(benchmark::State& st)
{
int n_states = st.range(0);
const moveit::core::RobotModelPtr& robot_model = moveit::core::loadTestingRobotModel(TEST_ROBOT);

// Make sure the group exists, otherwise exit early with an error.
if (!robot_model->hasJointModelGroup(TEST_GROUP))
{
st.SkipWithError("The planning group doesn't exist.");
return;
}
auto* group = robot_model->getJointModelGroup(TEST_GROUP);

// Robot state.
moveit::core::RobotState robot_state(robot_model);
robot_state.setToDefaultValues();

for (auto _ : st)
{
auto trajectory = std::make_shared<robot_trajectory::RobotTrajectory>(robot_model, group);
for (int i = 0; i < n_states; ++i)
{
// Create a sinusoidal test trajectory for all the joints.
const double joint_value = std::sin(0.001 * i);
const double duration_from_previous = 0.1;

moveit::core::RobotState robot_state_waypoint(robot_state);
Eigen::VectorXd joint_values = Eigen::VectorXd::Constant(group->getActiveVariableCount(), joint_value);
robot_state_waypoint.setJointGroupActivePositions(group, joint_values);
trajectory->addSuffixWayPoint(std::move(robot_state_waypoint), duration_from_previous);
}
}
}

// Benchmark timing of a trajectory with a given number of waypoints, via TOTG.
static void robotTrajectoryTiming(benchmark::State& st)
{
int n_states = st.range(0);
const moveit::core::RobotModelPtr& robot_model = moveit::core::loadTestingRobotModel(TEST_ROBOT);

// Make sure the group exists, otherwise exit early with an error.
if (!robot_model->hasJointModelGroup(TEST_GROUP))
{
st.SkipWithError("The planning group doesn't exist.");
return;
}
auto* group = robot_model->getJointModelGroup(TEST_GROUP);

// Robot state.
moveit::core::RobotState robot_state(robot_model);
robot_state.setToDefaultValues();

// Trajectory.
auto trajectory = std::make_shared<robot_trajectory::RobotTrajectory>(robot_model, group);
Eigen::VectorXd joint_values = Eigen::VectorXd::Zero(group->getActiveVariableCount());
for (int i = 0; i < n_states; ++i)
{
// Create a sinusoidal test trajectory for all the joints.
const double joint_value = std::sin(0.001 * i);
const double duration_from_previous = 0.0;

moveit::core::RobotState robot_state_waypoint(robot_state);
joint_values = Eigen::VectorXd::Constant(group->getActiveVariableCount(), joint_value);
robot_state_waypoint.setJointGroupActivePositions(group, joint_values);
trajectory->addSuffixWayPoint(std::move(robot_state_waypoint), duration_from_previous);
}

// Add some velocity / acceleration limits, which are needed for TOTG.
std::unordered_map<std::string, double> velocity_limits, acceleration_limits;
for (const auto& joint_name : group->getActiveJointModelNames())
{
velocity_limits[joint_name] = 1.0;
acceleration_limits[joint_name] = 2.0;
}

for (auto _ : st)
{
trajectory_processing::TimeOptimalTrajectoryGeneration totg(/*path_tolerance=*/0.0);
totg.computeTimeStamps(*trajectory, velocity_limits, acceleration_limits);
}
}

BENCHMARK(robotTrajectoryCreate)->RangeMultiplier(10)->Range(10, 100000)->Unit(benchmark::kMillisecond);
BENCHMARK(robotTrajectoryTiming)->RangeMultiplier(10)->Range(10, 20000)->Unit(benchmark::kMillisecond);
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