cliport/tasks/manipulating_rope.py

import os

import numpy as np
from cliport.tasks import primitives
from cliport.tasks.task import Task
from cliport.utils import utils

import pybullet as p


class ManipulatingRope(Task):
    """rearrange a deformable rope such that it connects the two endpoints of a 3-sided square."""

    def __init__(self):
        super().__init__()
        self.max_steps = 20
        self.lang_template = "manipulate the rope to complete the square"
        self.task_completed_desc = "done manipulating the rope."
        self.additional_reset()


    def reset(self, env):
        super().reset(env)

        n_parts = 20
        radius = 0.005
        length = 2 * radius * n_parts * np.sqrt(2)

        # Add 3-sided square.
        square_size = (length, length, 0)
        square_pose = self.get_random_pose(env, square_size)
        square_template = 'square/square-template.urdf'

        # IMPORTANT: REPLACE THE TEMPLATE URDF  with `fill_template`
        replace = {'DIM': (length,), 'HALF': (np.float32(length) / 2 - 0.005,)}
        urdf = self.fill_template(square_template, replace)
        env.add_object(urdf, square_pose, 'fixed')

        # compute corners
        corner0 = (length / 2, length / 2, 0.001)
        corner1 = (-length / 2, length / 2, 0.001)
        corner_0 = utils.apply(square_pose, corner0)
        corner_1 = utils.apply(square_pose, corner1)

        # IMPORTANT: use `make_ropes` to add cable (series of articulated small blocks).
        objects, targets, matches = self.make_ropes(env, corners=(corner_0, corner_1))
        self.add_goal(objs=objects, matches=matches, targ_poses=targets, replace=False,
                rotations=False, metric='pose', params=None, step_max_reward=1., lang_goal=self.lang_template)

        for i in range(480):
            p.stepSimulation()