forked from tangger/lerobot
chore: replace hard-coded action values with constants throughout all the source code (#2055)
* chore: replace hard-coded 'action' values with constants throughout all the source code * chore(tests): replace hard-coded action values with constants throughout all the test code
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@@ -21,7 +21,7 @@ from lerobot.policies.factory import make_pre_post_processors
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from lerobot.processor import make_default_processors
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from lerobot.robots.lekiwi import LeKiwiClient, LeKiwiClientConfig
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from lerobot.scripts.lerobot_record import record_loop
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from lerobot.utils.constants import OBS_STR
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from lerobot.utils.constants import ACTION, OBS_STR
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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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@@ -42,7 +42,7 @@ robot = LeKiwiClient(robot_config)
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policy = ACTPolicy.from_pretrained(HF_MODEL_ID)
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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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action_features = hw_to_dataset_features(robot.action_features, ACTION)
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obs_features = hw_to_dataset_features(robot.observation_features, OBS_STR)
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dataset_features = {**action_features, **obs_features}
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@@ -22,7 +22,7 @@ from lerobot.robots.lekiwi.lekiwi_client import LeKiwiClient
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from lerobot.scripts.lerobot_record import record_loop
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from lerobot.teleoperators.keyboard import KeyboardTeleop, KeyboardTeleopConfig
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from lerobot.teleoperators.so100_leader import SO100Leader, SO100LeaderConfig
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from lerobot.utils.constants import OBS_STR
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from lerobot.utils.constants import ACTION, OBS_STR
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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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@@ -48,7 +48,7 @@ keyboard = KeyboardTeleop(keyboard_config)
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teleop_action_processor, robot_action_processor, robot_observation_processor = make_default_processors()
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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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action_features = hw_to_dataset_features(robot.action_features, ACTION)
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obs_features = hw_to_dataset_features(robot.observation_features, OBS_STR)
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dataset_features = {**action_features, **obs_features}
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@@ -19,6 +19,7 @@ import time
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from lerobot.datasets.lerobot_dataset import LeRobotDataset
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from lerobot.robots.lekiwi.config_lekiwi import LeKiwiClientConfig
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from lerobot.robots.lekiwi.lekiwi_client import LeKiwiClient
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from lerobot.utils.constants import ACTION
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from lerobot.utils.robot_utils import busy_wait
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from lerobot.utils.utils import log_say
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@@ -34,7 +35,7 @@ robot = LeKiwiClient(robot_config)
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dataset = LeRobotDataset("<hf_username>/<dataset_repo_id>", episodes=[EPISODE_IDX])
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# Filter dataset to only include frames from the specified episode since episodes are chunked in dataset V3.0
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episode_frames = dataset.hf_dataset.filter(lambda x: x["episode_index"] == EPISODE_IDX)
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actions = episode_frames.select_columns("action")
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actions = episode_frames.select_columns(ACTION)
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# Connect to the robot
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robot.connect()
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@@ -49,7 +50,7 @@ for idx in range(len(episode_frames)):
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# Get recorded action from dataset
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action = {
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name: float(actions[idx]["action"][i]) for i, name in enumerate(dataset.features["action"]["names"])
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name: float(actions[idx][ACTION][i]) for i, name in enumerate(dataset.features[ACTION]["names"])
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}
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# Send action to robot
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