basic wrapper, can read position and cameras
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beed4763f9
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@ -21,54 +21,10 @@ import numpy as np
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import torch
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from lerobot.common.robot_devices.cameras.utils import Camera
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from reachy2_sdk import ReachySDK
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from reachy2_sdk.media.camera import CameraView
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from reachy2_sdk.media.camera_manager import CameraManager
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@dataclass
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class ReachyCameraConfig:
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fps: int | None = None
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width: int | None = None
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height: int | None = None
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color_mode: str = "rgb"
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rotation: int | None = None
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mock: bool = False
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class ReachyCamera:
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def __init__(self, host: str, post: int,name: str, image_type: str, config: ReachyCameraConfig):
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self.host=host
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self.port=port
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self.image_type = image_type
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self.name = name
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self.config = config
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self.camera = Camera()
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self.cam_manager=None
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self.is_connected = False
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self.logs = {}
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def connect(self):
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if not self.is_connected:
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self.cam_manager=CameraManager(host=self.host, port=self.port)
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self.cam_manager.initialize_cameras()#FIXME: maybe we should not re-initialize
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self.is_connected=True
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def read(self) -> np.ndarray:
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if self.name=='teleop':
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if self.image_type=='left':
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return self.cam_manager.teleop.get_frame(CameraView.LEFT)
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elif self.image_type=='right':
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return self.cam_manager.teleop.get_frame(CameraView.RIGHT)
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else:
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return None
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elif self.name=='depth':
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if self.image_type=='depth':
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return self.cam_manager.depth.get_depth_frame()
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elif self.image_type=='rgb':
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return self.cam_manager.depth.get_frame()
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else:
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return None
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@dataclass
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class ReachyRobotConfig:
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robot_type: str | None = "Reachy2"
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@ -94,8 +50,6 @@ class ReachyRobot():
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self.logs = {}
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self.reachy=ReachySDK(host=config.ip_address)
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RobotParams.set_logging_level("WARNING")
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RobotParams.set_logging_formatter("brief_console_formatter")
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self.state_keys = None
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self.action_keys = None
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@ -107,9 +61,12 @@ class ReachyRobot():
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raise ConnectionError()
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self.reachy.turn_on()
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for name in self.cameras:
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self.cameras[name].connect()
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self.is_connected = self.is_connected and self.cameras[name].is_connected
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print(self.cameras)
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if self.cameras is not None:
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for name in self.cameras:
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print(f'Connecting camera: {name}')
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self.cameras[name].connect()
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self.is_connected = self.is_connected and self.cameras[name].is_connected
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if not self.is_connected:
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print("Could not connect to the cameras, check that all cameras are plugged-in.")
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@ -163,9 +120,10 @@ class ReachyRobot():
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for name in self.cameras:
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before_camread_t = time.perf_counter()
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images[name] = self.cameras[name].read() #Reachy cameras read() is not blocking?
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images[name] = torch.from_numpy(images[name])
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self.logs[f"read_camera_{name}_dt_s"] = self.cameras[name].logs["delta_timestamp_s"]
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self.logs[f"async_read_camera_{name}_dt_s"] = time.perf_counter() - before_camread_t
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print(f'name: {name} img: {images[name]}')
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if images[name] is not None:
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images[name] = torch.from_numpy(images[name][0])
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self.logs[f"read_camera_{name}_dt_s"] = images[name][1] #full timestamp, TODO dt
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# Populate output dictionnaries
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obs_dict = {}
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@ -188,10 +146,10 @@ class ReachyRobot():
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def disconnect(self) -> None:
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self.reachy.turn_off_smoothly()
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self.is_connected = False
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self.reachy.turn_off_smoothly()
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# self.reachy.turn_off()
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time.sleep(6)
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def __del__(self):
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self.disconnect()
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@ -11,25 +11,25 @@ robot_type: Reachy2
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cameras:
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head_left:
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_target_: lerobot.common.robot_devices.robots.reachy2.Reachycamera
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_target_: lerobot.common.robot_devices.cameras.reachy2.ReachyCamera
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name: teleop
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host: localhost
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port: 50065
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image_type: left
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head_right:
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_target_: lerobot.common.robot_devices.robots.reachy2.Reachycamera
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_target_: lerobot.common.robot_devices.cameras.reachy2.ReachyCamera
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name: teleop
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host: localhost
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port: 50065
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image_type: right
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torso_rgb:
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_target_: lerobot.common.robot_devices.robots.reachy2.Reachycamera
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_target_: lerobot.common.robot_devices.cameras.reachy2.ReachyCamera
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name: depth
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host: localhost
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port: 50065
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image_type: rgb
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torso_depth:
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_target_: lerobot.common.robot_devices.robots.reachy2.Reachycamera
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_target_: lerobot.common.robot_devices.cameras.reachy2.ReachyCamera
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name: depth
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host: localhost
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port: 50065
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@ -21,6 +21,8 @@ from lerobot.common.robot_devices.utils import busy_wait, safe_disconnect
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from lerobot.common.utils.utils import (init_hydra_config, init_logging,
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log_say, none_or_int)
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import cv2
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if __name__ == '__main__':
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init_logging()
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@ -30,3 +32,6 @@ if __name__ == '__main__':
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robot_cfg = init_hydra_config(robot_path, robot_overrides)
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robot = make_robot(robot_cfg)
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print(robot.get_state())
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print(robot.capture_observation())
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