lerobot/tests/test_control_robot.py

71 lines
2.0 KiB
Python

from pathlib import Path
import pytest
from lerobot import available_robots
from lerobot.common.policies.factory import make_policy
from lerobot.common.utils.utils import init_hydra_config
from lerobot.scripts.control_robot import calibrate, record, replay, teleoperate
from tests.test_robots import make_robot
from tests.utils import DEFAULT_CONFIG_PATH, DEVICE, require_robot
@pytest.mark.parametrize("robot_type", available_robots)
@require_robot
def test_teleoperate(request, robot_type):
robot = make_robot(robot_type)
teleoperate(robot, teleop_time_s=1)
teleoperate(robot, fps=30, teleop_time_s=1)
teleoperate(robot, fps=60, teleop_time_s=1)
del robot
@pytest.mark.parametrize("robot_type", available_robots)
@require_robot
def test_calibrate(request, robot_type):
robot = make_robot(robot_type)
calibrate(robot)
del robot
@pytest.mark.parametrize("robot_type", available_robots)
@require_robot
def test_record_without_cameras(tmpdir, request, robot_type):
root = Path(tmpdir)
repo_id = "lerobot/debug"
robot = make_robot(robot_type, overrides=["~cameras"])
record(robot, fps=30, root=root, repo_id=repo_id, warmup_time_s=1, episode_time_s=1, num_episodes=2)
@pytest.mark.parametrize("robot_type", available_robots)
@require_robot
def test_record_and_replay_and_policy(tmpdir, request, robot_type):
env_name = "koch_real"
policy_name = "act_koch_real"
root = Path(tmpdir)
repo_id = "lerobot/debug"
robot = make_robot(robot_type)
dataset = record(
robot, fps=30, root=root, repo_id=repo_id, warmup_time_s=1, episode_time_s=1, num_episodes=2
)
replay(robot, episode=0, fps=30, root=root, repo_id=repo_id)
cfg = init_hydra_config(
DEFAULT_CONFIG_PATH,
overrides=[
f"env={env_name}",
f"policy={policy_name}",
f"device={DEVICE}",
],
)
policy = make_policy(hydra_cfg=cfg, dataset_stats=dataset.stats)
record(robot, policy, cfg, run_time_s=1)
del robot