Add contact force support function. #1555
PiperOrigin-RevId: 632591177 Change-Id: I15aa00686d9f885330506d2d63443c700cc029f6
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Copybara-Service
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@@ -157,6 +157,65 @@ class SupportTest(parameterized.TestCase):
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i = i if n is not None else -1
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self.assertEqual(support.name2id(mx, obj, n), i)
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_CONTACTS = """
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<mujoco>
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<worldbody>
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<body pos="0 0 0.55" euler="1 0 0">
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<joint axis="1 0 0" type="free"/>
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<geom fromto="-0.4 0 0 0.4 0 0" size="0.05" type="capsule" condim="6"/>
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</body>
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<body pos="0 0 0.5" euler="0 1 0">
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<joint axis="1 0 0" type="free"/>
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<geom fromto="-0.4 0 0 0.4 0 0" size="0.05" type="capsule" condim="3"/>
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</body>
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<body pos="0 0 0.445" euler="0 90 0">
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<joint axis="1 0 0" type="free"/>
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<geom fromto="-0.4 0 0 0.4 0 0" size="0.05" type="capsule" condim="1"/>
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</body>
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</worldbody>
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</mujoco>
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"""
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def test_contact_force(self):
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m = mujoco.MjModel.from_xml_string(self._CONTACTS)
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d = mujoco.MjData(m)
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mujoco.mj_step(m, d)
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assert (
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np.unique(d.contact.geom).shape[0] == 3
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), 'This test assumes all capsule are in contact.'
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mx = mjx.put_model(m)
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dx = mjx.put_data(m, d)
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mujoco.mj_step(m, d)
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dx = mjx.step(mx, dx)
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# map MJX contacts to MJ ones
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def _find(g):
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val = (g == dx.contact.geom).sum(axis=1)
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return np.where(val == 2)[0][0]
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contact_id_map = {i: _find(d.contact.geom[i]) for i in range(d.ncon)}
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for i in range(d.ncon):
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result = np.zeros(6, dtype=float)
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mujoco.mj_contactForce(m, d, i, result)
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j = contact_id_map[i]
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force = jax.jit(support.contact_force, static_argnums=(2,))(mx, dx, j)
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np.testing.assert_allclose(result, force, rtol=1e-5, atol=2)
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# test world conversion
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force = jax.jit(
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support.contact_force,
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static_argnums=(
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2,
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3,
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),
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)(mx, dx, j, True)
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# back to contact frame
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force = force.at[:3].set(dx.contact.frame[j] @ force[:3])
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force = force.at[3:].set(dx.contact.frame[j] @ force[3:])
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np.testing.assert_allclose(result, force, rtol=1e-5, atol=2)
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if __name__ == '__main__':
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absltest.main()
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