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- python bindings - refactor - fix bugs
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bin | ||
*.npy | ||
build | ||
dist | ||
*.egg-info | ||
__pycache__ | ||
python/dwa.c | ||
test.py |
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cmake_minimum_required(VERSION 2.8) | ||
project(DynamicWindowApproach) | ||
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if(NOT CMAKE_BUILD_TYPE) | ||
set(CMAKE_BUILD_TYPE Release) | ||
endif() | ||
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set(CMAKE_CXX_FLAGS "-Wall -Wextra") | ||
set(CMAKE_CXX_FLAGS_DEBUG "-g") | ||
set(CMAKE_CXX_FLAGS_RELEASE "-O3") | ||
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set(DWA_VERSION_MAJOR 1) | ||
set(DWA_VERSION_MINOR 0) | ||
set(DWA_VERSION_PATCH 0) | ||
set(DWA_VERSION_STRING ${DWA_VERSION_MAJOR}.${DWA_VERSION_MINOR}.${DWA_VERSION_PATCH}) | ||
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# Build demo executable | ||
include_directories(src) | ||
add_executable(demo src/demo.c src/dwa.c) | ||
set_target_properties(demo | ||
PROPERTIES | ||
RUNTIME_OUTPUT_DIRECTORY "../bin") | ||
target_link_libraries(demo m) | ||
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# Build shared library | ||
add_library(dwa SHARED src/dwa.c) | ||
target_link_libraries(dwa m) | ||
set_target_properties(dwa PROPERTIES PUBLIC_HEADER "src/dwa.h" | ||
VERSION ${DWA_VERSION_STRING} | ||
SOVERSION ${DWA_VERSION_MAJOR}) | ||
INSTALL(TARGETS dwa | ||
LIBRARY DESTINATION lib | ||
PUBLIC_HEADER DESTINATION include) |
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cdef extern from "dwa.h": | ||
ctypedef struct Rect: | ||
float xtop | ||
float yleft | ||
float xbottom | ||
float yright | ||
ctypedef struct Config: | ||
float maxSpeed | ||
float minSpeed | ||
float maxYawrate | ||
float maxAccel | ||
float maxdYawrate | ||
float velocityResolution | ||
float yawrateResolution | ||
float dt | ||
float predictTime | ||
float heading | ||
float clearance | ||
float velocity | ||
Rect base | ||
ctypedef struct Point: | ||
float x | ||
float y | ||
ctypedef struct PointCloud: | ||
int size; | ||
Point *points; | ||
ctypedef struct Pose: | ||
Point point | ||
float yaw | ||
ctypedef struct Velocity: | ||
float linearVelocity | ||
float angularVelocity | ||
ctypedef struct DynamicWindow: | ||
int nPossibleV; | ||
float *possibleV; | ||
int nPossibleW; | ||
float *possibleW; | ||
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Pose motion(Pose pose, Velocity velocity, float dt); | ||
Velocity planning( | ||
Pose pose, Velocity velocity, Point goal, | ||
PointCloud *point_cloud, Config config); | ||
PointCloud* createPointCloud(int size); | ||
void freePointCloud(PointCloud* pointCloud); |
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# distutils: sources = ./src/dwa.c | ||
# distutils: include_dirs = src | ||
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from libc.stdlib cimport malloc, free | ||
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import numpy as np | ||
cimport numpy as np | ||
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cimport cdwa | ||
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cdef class Velocity: | ||
cdef cdwa.Velocity* thisptr | ||
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def __cinit__(self, float linear_velocity, float angular_velocity): | ||
self.thisptr = <cdwa.Velocity*>malloc(sizeof(cdwa.Velocity)) | ||
self.thisptr.linearVelocity = linear_velocity | ||
self.thisptr.angularVelocity = angular_velocity | ||
if self.thisptr is NULL: | ||
raise MemoryError | ||
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def __dealloc__(self): | ||
if self.thisptr is not NULL: | ||
free(self.thisptr) | ||
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property linear_velocity: | ||
def __get__(self): | ||
assert self.thisptr is not NULL | ||
return self.thisptr.linearVelocity | ||
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property angular_velocity: | ||
def __get__(self): | ||
assert self.thisptr is not NULL | ||
return self.thisptr.angularVelocity | ||
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def __str__(self): | ||
string = f'Linear Velocity: {self.linear_velocity}' | ||
string = f'{string}, Angular Velocity: {self.angular_velocity}' | ||
return string | ||
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cdef class Point: | ||
cdef cdwa.Point* thisptr | ||
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def __cinit__(self, float x, float y): | ||
self.thisptr = <cdwa.Point*>malloc(sizeof(cdwa.Point)) | ||
self.thisptr.x = x | ||
self.thisptr.y = y | ||
if self.thisptr is NULL: | ||
raise MemoryError | ||
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def __dealloc__(self): | ||
if self.thisptr is not NULL: | ||
free(self.thisptr) | ||
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property x: | ||
def __get__(self): | ||
assert self.thisptr is not NULL | ||
return self.thisptr.x | ||
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property y: | ||
def __get__(self): | ||
assert self.thisptr is not NULL | ||
return self.thisptr.y | ||
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def __str__(self): | ||
string = f'x: {self.thisptr.x}, y: {self.thisptr.y}' | ||
return string | ||
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cdef class Pose: | ||
cdef cdwa.Pose* thisptr | ||
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def __cinit__(self, Point point, float yaw): | ||
self.thisptr = <cdwa.Pose*>malloc(sizeof(cdwa.Pose)) | ||
self.thisptr.point.x = point.x | ||
self.thisptr.point.y = point.y | ||
self.thisptr.yaw = yaw | ||
if self.thisptr is NULL: | ||
raise MemoryError | ||
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def __dealloc__(self): | ||
if self.thisptr is not NULL: | ||
free(self.thisptr) | ||
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property point: | ||
def __get__(self): | ||
assert self.thisptr is not NULL | ||
return Point(self.thisptr.point.x, self.thisptr.point.y) | ||
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property yaw: | ||
def __get__(self): | ||
assert self.thisptr is not NULL | ||
return self.thisptr.yaw | ||
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def __str__(self): | ||
string = f'x: {self.thisptr.point.x}, y: {self.thisptr.point.y}' | ||
string = f'{string}, yaw: {self.thisptr.yaw}' | ||
return string | ||
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cdef class Config: | ||
cdef cdwa.Config* thisptr | ||
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def __cinit__(self, float max_speed, float min_speed, | ||
float max_yawrate, float max_accel, float max_dyawrate, | ||
float velocity_resolution, float yawrate_resolution, float dt, | ||
float predict_time, float heading, float clearance, float velocity, | ||
list base): | ||
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self.thisptr = <cdwa.Config*>malloc(sizeof(cdwa.Config)) | ||
self.thisptr.maxSpeed = max_speed | ||
self.thisptr.minSpeed = min_speed | ||
self.thisptr.maxYawrate = max_yawrate | ||
self.thisptr.maxAccel = max_accel | ||
self.thisptr.maxdYawrate = max_dyawrate | ||
self.thisptr.velocityResolution = velocity_resolution | ||
self.thisptr.yawrateResolution = yawrate_resolution | ||
self.thisptr.dt = dt | ||
self.thisptr.predictTime = predict_time | ||
self.thisptr.heading = heading | ||
self.thisptr.clearance = clearance | ||
self.thisptr.velocity = velocity | ||
self.thisptr.base.xtop = base[0] | ||
self.thisptr.base.yleft = base[1] | ||
self.thisptr.base.xbottom = base[2] | ||
self.thisptr.base.yright = base[3] | ||
if self.thisptr is NULL: | ||
raise MemoryError | ||
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def __dealloc__(self): | ||
if self.thisptr is not NULL: | ||
free(self.thisptr) | ||
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property max_speed: | ||
def __get__(self): | ||
assert self.thisptr is not NULL | ||
return self.thisptr.maxSpeed | ||
def __set__(self, value): | ||
assert self.thisptr is not NULL | ||
self.thisptr.maxSpeed = value | ||
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property min_speed: | ||
def __get__(self): | ||
assert self.thisptr is not NULL | ||
return self.thisptr.minSpeed | ||
def __set__(self, value): | ||
assert self.thisptr is not NULL | ||
self.thisptr.minSpeed = value | ||
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property dt: | ||
def __get__(self): | ||
assert self.thisptr is not NULL | ||
return self.thisptr.dt | ||
def __set__(self, value): | ||
assert self.thisptr is not NULL | ||
self.thisptr.dt = value | ||
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property max_yawrate: | ||
def __get__(self): | ||
assert self.thisptr is not NULL | ||
return self.thisptr.maxYawrate | ||
def __set__(self, value): | ||
assert self.thisptr is not NULL | ||
self.thisptr.maxYawrate = value | ||
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property max_accel: | ||
def __get__(self): | ||
assert self.thisptr is not NULL | ||
return self.thisptr.maxAccel | ||
def __set__(self, value): | ||
assert self.thisptr is not NULL | ||
self.thisptr.maxAccel = value | ||
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property max_dyawrate: | ||
def __get__(self): | ||
assert self.thisptr is not NULL | ||
return self.thisptr.maxdYawrate | ||
def __set__(self, value): | ||
assert self.thisptr is not NULL | ||
self.thisptr.maxdYawrate = value | ||
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property velocity_resolution: | ||
def __get__(self): | ||
assert self.thisptr is not NULL | ||
return self.thisptr.velocityResolution | ||
def __set__(self, value): | ||
assert self.thisptr is not NULL | ||
self.thisptr.velocityResolution = value | ||
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property yawrate_resolution: | ||
def __get__(self): | ||
assert self.thisptr is not NULL | ||
return self.thisptr.yawrateResolution | ||
def __set__(self, value): | ||
assert self.thisptr is not NULL | ||
self.thisptr.yawrateResolution = value | ||
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property predict_time: | ||
def __get__(self): | ||
assert self.thisptr is not NULL | ||
return self.thisptr.predictTime | ||
def __set__(self, value): | ||
assert self.thisptr is not NULL | ||
self.thisptr.predictTime = value | ||
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property heading: | ||
def __get__(self): | ||
assert self.thisptr is not NULL | ||
return self.thisptr.heading | ||
def __set__(self, value): | ||
assert self.thisptr is not NULL | ||
self.thisptr.heading = value | ||
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property clearance: | ||
def __get__(self): | ||
assert self.thisptr is not NULL | ||
return self.thisptr.clearance | ||
def __set__(self, value): | ||
assert self.thisptr is not NULL | ||
self.thisptr.clearance = value | ||
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property velocity: | ||
def __get__(self): | ||
assert self.thisptr is not NULL | ||
return self.thisptr.velocity | ||
def __set__(self, value): | ||
assert self.thisptr is not NULL | ||
self.thisptr.velocity = value | ||
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def __str__(self): | ||
string = f'maxSpeed {self.thisptr.maxSpeed}' | ||
string = f'{string}\nminSpeed {self.thisptr.minSpeed}' | ||
string = f'{string}\nmaxYawrate {self.thisptr.maxYawrate}' | ||
string = f'{string}\nmaxAccel {self.thisptr.maxAccel}' | ||
string = f'{string}\nmaxdYawrate {self.thisptr.maxdYawrate}' | ||
string = f'{string}\nvelocityResolution {self.thisptr.velocityResolution}' | ||
string = f'{string}\nyawrateResolution {self.thisptr.yawrateResolution}' | ||
string = f'{string}\ndt {self.thisptr.dt}' | ||
string = f'{string}\npredictTime {self.thisptr.predictTime}' | ||
string = f'{string}\nheading {self.thisptr.heading}' | ||
string = f'{string}\nclearance {self.thisptr.clearance}' | ||
string = f'{string}\nvelocity {self.thisptr.velocity}' | ||
string = f'{string}\nbase.xtop {self.thisptr.base.xtop}' | ||
string = f'{string}\nbase.yleft {self.thisptr.base.yleft}' | ||
string = f'{string}\nbase.xbottom {self.thisptr.base.xbottom}' | ||
string = f'{string}\nbase.yright {self.thisptr.base.yright}' | ||
return string | ||
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cdef class PointCloud: | ||
cdef cdwa.PointCloud* thisptr | ||
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def __cinit__(self, np.ndarray[np.float32_t, ndim=2] point_cloud): | ||
cdef int size = len(point_cloud) | ||
self.thisptr = <cdwa.PointCloud*>cdwa.createPointCloud(size) | ||
self.thisptr.size = size | ||
cdef float x | ||
cdef float y | ||
for i in range(size): | ||
x, y = point_cloud[i] | ||
self.thisptr.points[i].x = x | ||
self.thisptr.points[i].y = y | ||
if self.thisptr is NULL: | ||
raise MemoryError | ||
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def __dealloc__(self): | ||
if self.thisptr is not NULL: | ||
cdwa.freePointCloud(self.thisptr) | ||
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def motion(tuple pose, tuple velocity, float dt): | ||
cdef float x, y, yaw, v , w | ||
x, y, yaw = pose | ||
v, w = velocity | ||
cdef Pose _pose = Pose(Point(x, y), yaw) | ||
cdef Velocity _velocity = Velocity(v, w) | ||
cdef cdwa.Pose new_pose | ||
new_pose = cdwa.motion(_pose.thisptr[0], _velocity.thisptr[0], dt) | ||
return (new_pose.point.x, new_pose.point.y, new_pose.yaw) | ||
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def planning(tuple pose, tuple velocity, tuple goal, | ||
np.ndarray[np.float32_t, ndim=2] point_cloud, | ||
Config config): | ||
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cdef float x, y, yaw, v , w, gx, gy | ||
cdef PointCloud _point_cloud = PointCloud(point_cloud) | ||
x, y, yaw = pose | ||
v, w = velocity | ||
gx, gy = goal | ||
cdef Pose _pose = Pose(Point(x, y), yaw) | ||
cdef Velocity _velocity = Velocity(v, w) | ||
cdef Point _goal = Point(gx, gy) | ||
cdef cdwa.Velocity best_velocity | ||
best_velocity = cdwa.planning(_pose.thisptr[0], _velocity.thisptr[0], | ||
_goal.thisptr[0], _point_cloud.thisptr, | ||
config.thisptr[0]); | ||
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return (best_velocity.linearVelocity, best_velocity.angularVelocity) |
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