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Saving test scripts
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from lerobot.robots.reachy2 import Reachy2Robot, Reachy2RobotConfig
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import time
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REACHY2_MOTORS = {
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"neck_yaw.pos": "head.neck.yaw",
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"neck_pitch.pos": "head.neck.pitch",
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"neck_roll.pos": "head.neck.roll",
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"r_shoulder_pitch.pos": "r_arm.shoulder.pitch",
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"r_shoulder_roll.pos": "r_arm.shoulder.roll",
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"r_elbow_yaw.pos": "r_arm.elbow.yaw",
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"r_elbow_pitch.pos": "r_arm.elbow.pitch",
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"r_wrist_roll.pos": "r_arm.wrist.roll",
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"r_wrist_pitch.pos": "r_arm.wrist.pitch",
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"r_wrist_yaw.pos": "r_arm.wrist.yaw",
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"r_gripper.pos": "r_arm.gripper",
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"l_shoulder_pitch.pos": "l_arm.shoulder.pitch",
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"l_shoulder_roll.pos": "l_arm.shoulder.roll",
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"l_elbow_yaw.pos": "l_arm.elbow.yaw",
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"l_elbow_pitch.pos": "l_arm.elbow.pitch",
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"l_wrist_roll.pos": "l_arm.wrist.roll",
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"l_wrist_pitch.pos": "l_arm.wrist.pitch",
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"l_wrist_yaw.pos": "l_arm.wrist.yaw",
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"l_gripper.pos": "l_arm.gripper",
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"l_antenna.pos": "head.l_antenna",
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"r_antenna.pos": "head.r_antenna",
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# "mobile_base.vx": "mobile_base.vx",
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# "mobile_base.vy": "mobile_base.vy",
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# "mobile_base.vtheta": "mobile_base.vtheta",
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}
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robot_config = Reachy2RobotConfig(ip_address="localhost")
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robot = Reachy2Robot(robot_config)
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robot.connect()
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print(f"is_connected(): {robot.is_connected}\n")
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print(f"_get_state(): {robot._get_state()}\n")
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obs = robot.get_observation()
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print(f"get_observation(): {obs}\n")
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print(f"observation_features: {robot.observation_features}\n")
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print(f"action_features: {robot.action_features}\n")
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def get_action(robot):
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my_keys = REACHY2_MOTORS.keys()
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my_values = [robot.reachy.joints[motor].present_position for motor in REACHY2_MOTORS.values()]
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action = dict(zip(my_keys, my_values))
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return action
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action = get_action(robot)
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time.sleep(5)
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robot.send_action(action)
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from lerobot.datasets.lerobot_dataset import LeRobotDataset
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from lerobot.datasets.utils import hw_to_dataset_features
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from lerobot.robots.reachy2 import Reachy2Robot, Reachy2RobotConfig
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from lerobot.teleoperators.reachy2_fake_teleoperator import Reachy2FakeTeleoperator, Reachy2FakeTeleoperatorConfig
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from lerobot.utils.control_utils import init_keyboard_listener
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from lerobot.utils.utils import log_say
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from lerobot.utils.visualization_utils import _init_rerun
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from lerobot.record import record_loop
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NUM_EPISODES = 2
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FPS = 30
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EPISODE_TIME_SEC = 5
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RESET_TIME_SEC = 5
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TASK_DESCRIPTION = "My task description"
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# Create the robot and teleoperator configurations
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robot_config = Reachy2RobotConfig(
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id="test_reachy"
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)
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teleop_config = Reachy2FakeTeleoperatorConfig()
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# Initialize the robot and teleoperator
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robot = Reachy2Robot(robot_config)
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teleop = Reachy2FakeTeleoperator(teleop_config)
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# Configure the dataset features
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action_features = hw_to_dataset_features(robot.action_features, "action")
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obs_features = hw_to_dataset_features(robot.observation_features, "observation")
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dataset_features = {**action_features, **obs_features}
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# Create the dataset
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dataset = LeRobotDataset.create(
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repo_id="test/repo_test",
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fps=FPS,
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features=dataset_features,
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robot_type=robot.name,
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# use_videos=True,
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# image_writer_threads=4,
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)
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# Initialize the keyboard listener and rerun visualization
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_, events = init_keyboard_listener()
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_init_rerun(session_name="recording")
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# Connect the robot and teleoperator
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robot.connect()
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teleop.connect()
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episode_idx = 0
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while episode_idx < NUM_EPISODES and not events["stop_recording"]:
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log_say(f"Recording episode {episode_idx + 1} of {NUM_EPISODES}")
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record_loop(
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robot=robot,
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events=events,
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fps=FPS,
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teleop=teleop,
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dataset=dataset,
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control_time_s=EPISODE_TIME_SEC,
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single_task=TASK_DESCRIPTION,
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display_data=True,
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)
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# Reset the environment if not stopping or re-recording
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if not events["stop_recording"] and (episode_idx < NUM_EPISODES - 1 or events["rerecord_episode"]):
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log_say("Reset the environment")
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record_loop(
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robot=robot,
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events=events,
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fps=FPS,
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teleop=teleop,
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control_time_s=RESET_TIME_SEC,
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single_task=TASK_DESCRIPTION,
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display_data=True,
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)
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if events["rerecord_episode"]:
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log_say("Re-recording episode")
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events["rerecord_episode"] = False
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events["exit_early"] = False
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dataset.clear_episode_buffer()
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continue
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dataset.save_episode()
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episode_idx += 1
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# Clean up
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log_say("Stop recording")
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robot.disconnect()
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# dataset.push_to_hub()
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