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Add test checking if link forces are applied correctly #126

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92 changes: 92 additions & 0 deletions tests/test_simulations.py
Original file line number Diff line number Diff line change
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import jax.numpy as jnp
import pytest

import jaxsim.api as js
import jaxsim.integrators
import jaxsim.rbda
from jaxsim import VelRepr


def test_box_with_external_forces(
jaxsim_model_box: js.model.JaxSimModel,
velocity_representation: VelRepr,
):
"""
This test simulates a box falling due to gravity.
We apply to its CoM a 6D force that balances exactly the gravitational force.
The box should not fall.
"""

model = jaxsim_model_box

# Build the data of the model.
data0 = js.data.JaxSimModelData.build(
model=model,
base_position=jnp.array([0.0, 0.0, 0.5]),
velocity_representation=velocity_representation,
)

# Compute the force due to gravity at the CoM.
mg = data0.standard_gravity() * js.model.total_mass(model=model)
G_f = jnp.array([0.0, 0.0, mg, 0, 0, 0])

# Compute the position of the CoM expressed in the coordinates of the link frame L.
L_p_CoM = js.link.com_position(
model=model, data=data0, link_index=0, in_link_frame=True
)

# Compute the transform of 6D forces from the CoM to the link frame.
L_H_G = jaxsim.math.Transform.from_quaternion_and_translation(translation=L_p_CoM)
G_Xv_L = jaxsim.math.Adjoint.from_transform(transform=L_H_G, inverse=True)
L_Xf_G = G_Xv_L.T
L_f = L_Xf_G @ G_f

# Initialize a references object that simplifies handling external forces.
references = js.references.JaxSimModelReferences.build(
model=model,
data=data0,
velocity_representation=velocity_representation,
)

# Apply a link forces to the base link.
with references.switch_velocity_representation(VelRepr.Body):
references = references.apply_link_forces(
forces=jnp.atleast_2d(L_f),
link_names=model.link_names()[0:1],
model=model,
data=data0,
additive=False,
)

# Create the integrator.
integrator = jaxsim.integrators.fixed_step.RungeKutta4SO3.build(
dynamics=js.ode.wrap_system_dynamics_for_integration(
model=model, data=data0, system_dynamics=js.ode.system_dynamics
)
)

# Initialize the integrator.
tf = 0.5
dt = 0.001
T = jnp.arange(start=0, stop=tf * 1e9, step=dt * 1e9, dtype=int)
integrator_state = integrator.init(x0=data0.state, t0=0.0, dt=dt)

# Copy the initial data...
data = data0.copy()

# ... and step the simulation.
for t_ns in T:

data, integrator_state = js.model.step(
model=model,
data=data,
dt=dt,
integrator=integrator,
integrator_state=integrator_state,
link_forces=references.link_forces(model=model, data=data),
)

# Check that the box didn't move.
assert data.time() == t_ns / 1e9 + dt
assert data.base_position() == pytest.approx(data0.base_position())
assert data.base_orientation() == pytest.approx(data0.base_orientation())
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