abstract_path_planner.py 9.16 KB
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from abc import abstractmethod
from hpp.gepetto import ViewerFactory, PathPlayer
from hpp.corbaserver.affordance.affordance import AffordanceTool
from hpp.corbaserver import ProblemSolver
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class AbstractPathPlanner:

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    rbprmBuilder = None
    ps = None
    v = None
    afftool = None
    pp = None
    extra_dof_bounds = None
    robot_node_name = None  # name of the robot in the node list of the viewer

    def __init__(self):
        self.v_max = -1  # bounds on the linear velocity for the root, negative values mean unused
        self.a_max = -1  # bounds on the linear acceleration for the root, negative values mean unused
        self.root_translation_bounds = [0] * 6  # bounds on the root translation position (-x, +x, -y, +y, -z, +z)
        self.root_rotation_bounds = [-3.14, 3.14, -0.01, 0.01, -0.01,
                                     0.01]  # bounds on the rotation of the root (-z, z, -y, y, -x, x)
        # The rotation bounds are only used during the random sampling, they are not enforced along the path
        self.extra_dof = 6  # number of extra config appended after the joints configuration, 6 to store linear root velocity and acceleration
        self.mu = 0.5  # friction coefficient between the robot and the environment
        self.used_limbs = []  # names of the limbs that must be in contact during all the motion
        self.size_foot_x = 0  # size of the feet along the x axis
        self.size_foot_y = 0  # size of the feet along the y axis
        self.q_init = []
        self.q_goal = []

    @abstractmethod
    def load_rbprm(self):
        """
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        Build an rbprmBuilder instance for the correct robot and initialize it's extra config size
        """
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        pass
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    def set_configurations(self):
        self.rbprmBuilder.client.robot.setDimensionExtraConfigSpace(self.extra_dof)
        self.q_init = self.rbprmBuilder.getCurrentConfig()
        self.q_goal = self.rbprmBuilder.getCurrentConfig()
        self.q_init[2] = self.rbprmBuilder.ref_height
        self.q_goal[2] = self.rbprmBuilder.ref_height
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    def compute_extra_config_bounds(self):
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        """
        Compute extra dof bounds from the current values of v_max and a_max
        By default, set symmetrical bounds on x and y axis and bounds z axis values to 0
        """
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        # bounds for the extradof : by default use v_max/a_max on x and y axis and 0 on z axis
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        self.extra_dof_bounds = [-self.v_max, self.v_max,
                                 -self.v_max, self.v_max,
                                 0, 0,
                                 -self.a_max, self.a_max,
                                 -self.a_max, self.a_max,
                                 0, 0 ]
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    def set_joints_bounds(self):
        """
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        Set the root translation and rotation bounds as well as the the extra dofs bounds
        """
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        self.rbprmBuilder.setJointBounds("root_joint", self.root_translation_bounds)
        self.rbprmBuilder.boundSO3(self.root_rotation_bounds)
        self.rbprmBuilder.client.robot.setExtraConfigSpaceBounds(self.extra_dof_bounds)
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    def set_rom_filters(self):
        """
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        Define which ROM must be in collision at all time and with which kind of affordances
        By default it set all the roms in used_limbs to be in contact with 'support' affordances
        """
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        self.rbprmBuilder.setFilter(self.used_limbs)
        for limb in self.used_limbs:
            self.rbprmBuilder.setAffordanceFilter(limb, ['Support'])
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    def init_problem(self):
        """
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        Load the robot, set the bounds and the ROM filters and then
        Create a ProblemSolver instance and set the default parameters.
        The values of v_max, a_max, mu, size_foot_x and size_foot_y must be defined before calling this method
        """
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        self.load_rbprm()
        self.set_configurations()
        self.compute_extra_config_bounds()
        self.set_joints_bounds()
        self.set_rom_filters()
        self.ps = ProblemSolver(self.rbprmBuilder)
        # define parameters used by various methods :
        if self.v_max >= 0:
            self.ps.setParameter("Kinodynamic/velocityBound", self.v_max)
        if self.a_max >= 0:
            self.ps.setParameter("Kinodynamic/accelerationBound", self.a_max)
        if self.size_foot_x > 0:
            self.ps.setParameter("DynamicPlanner/sizeFootX", self.size_foot_x)
        if self.size_foot_y > 0:
            self.ps.setParameter("DynamicPlanner/sizeFootY", self.size_foot_y)
        self.ps.setParameter("DynamicPlanner/friction", 0.5)
        # sample only configuration with null velocity and acceleration :
        self.ps.setParameter("ConfigurationShooter/sampleExtraDOF", False)

    def init_viewer(self, env_name, env_package="hpp_environments", reduce_sizes=[0, 0, 0], visualize_affordances=[]):
        """
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        Build an instance of hpp-gepetto-viewer from the current problemSolver
        :param env_name: name of the urdf describing the environment
        :param env_package: name of the package containing this urdf (default to hpp_environments)
        :param reduce_sizes: Distance used to reduce the affordances plan toward the center of the plane
        (in order to avoid putting contacts closes to the edges of the surface)
        :param visualize_affordances: list of affordances type to visualize, default to none
        """
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        vf = ViewerFactory(self.ps)
        self.afftool = AffordanceTool()
        self.afftool.setAffordanceConfig('Support', [0.5, 0.03, 0.00005])
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        self.afftool.loadObstacleModel("package://"+env_package + "/urdf/" + env_name + ".urdf",
                                       "planning", vf, reduceSizes=reduce_sizes)
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        self.v = vf.createViewer(ghost = True, displayArrows=True)
        self.pp = PathPlayer(self.v)
        for aff_type in visualize_affordances:
            self.afftool.visualiseAffordances(aff_type, self.v, self.v.color.lightBrown)
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    def init_planner(self, kinodynamic=True, optimize=True):
        """
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        Select the rbprm methods, and the kinodynamic ones if required
        :param kinodynamic: if True, also select the kinodynamic methods
        :param optimize: if True, add randomShortcut path optimizer (or randomShortcutDynamic if kinodynamic is also True)
        """
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        self.ps.selectConfigurationShooter("RbprmShooter")
        self.ps.selectPathValidation("RbprmPathValidation", 0.05)
        if kinodynamic:
            self.ps.selectSteeringMethod("RBPRMKinodynamic")
            self.ps.selectDistance("Kinodynamic")
            self.ps.selectPathPlanner("DynamicPlanner")
        if optimize:
            if kinodynamic:
                self.ps.addPathOptimizer("RandomShortcutDynamic")
            else:
                self.ps.addPathOptimizer("RandomShortcut")

    def solve(self):
        """
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        Solve the path planning problem.
        q_init and q_goal must have been defined before calling this method
        """
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        if len(self.q_init) != self.rbprmBuilder.getConfigSize():
            raise ValueError("Initial configuration vector do not have the right size")
        if len(self.q_goal) != self.rbprmBuilder.getConfigSize():
            raise ValueError("Goal configuration vector do not have the right size")
        self.ps.setInitialConfig(self.q_init)
        self.ps.addGoalConfig(self.q_goal)
        self.v(self.q_init)
        t = self.ps.solve()
        print("Guide planning time : ", t)


    def display_path(self, path_id=-1, dt=0.1):
        """
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        Display the path in the viewer, if no path specified display the last one
        :param path_id: the Id of the path specified, default to the most recent one
        :param dt: discretization step used to display the path (default to 0.1)
        """
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        if self.pp is not None:
            if path_id < 0:
                path_id = self.ps.numberPaths() - 1
            self.pp.dt = dt
            self.pp.displayVelocityPath(path_id)
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    def play_path(self, path_id=-1, dt=0.01):
        """
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        play the path in the viewer, if no path specified display the last one
        :param path_id: the Id of the path specified, default to the most recent one
        :param dt: discretization step used to display the path (default to 0.01)
        """
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        self.show_rom()
        if self.pp is not None:
            if path_id < 0:
                path_id = self.ps.numberPaths() - 1
            self.pp.dt = dt
            self.pp(path_id)

    def hide_rom(self):
        """
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        Remove the current robot from the display
        """
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        self.v.client.gui.setVisibility(self.robot_node_name, "OFF")
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    def show_rom(self):
        """
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        Add the current robot to the display
        """
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        self.v.client.gui.setVisibility(self.robot_node_name, "ON")
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    @abstractmethod
    def run(self):
        """
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        Must be defined in the child class to run all the methods with the correct arguments.
        """
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        # example of definition:
        """
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        self.init_problem()
        # define initial and goal position
        self.q_init[:2] = [0, 0]
        self.q_goal[:2] = [1, 0]
        
        self.init_viewer("multicontact/ground", visualize_affordances=["Support"])
        self.init_planner()
        self.solve()
        self.display_path()
        self.play_path()
        """
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        pass