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@@ -270,16 +270,27 @@ def get_actions_thread(
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# Filter out non-feature keys (like _timing_breakdown)
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obs_for_frame = {k: v for k, v in obs_processed.items() if not k.startswith("_")}
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# Debug: log keys on first iteration
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if action_queue.qsize() == 0:
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logger.info(f"[GET_ACTIONS] obs_for_frame keys: {list(obs_for_frame.keys())}")
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logger.info(f"[GET_ACTIONS] hw_features keys: {list(hw_features.keys())}")
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# Check expected vs actual image keys
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expected_img_keys = [k.removeprefix("observation.images.")
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for k in hw_features if "images" in k]
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logger.info(f"[GET_ACTIONS] Expected image keys: {expected_img_keys}")
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for k in expected_img_keys:
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logger.info(f"[GET_ACTIONS] '{k}' in obs_for_frame: {k in obs_for_frame}")
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# Check for missing camera keys and wait for them if needed
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expected_img_keys = [k.removeprefix("observation.images.")
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for k in hw_features if "images" in k]
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missing_keys = [k for k in expected_img_keys if k not in obs_for_frame]
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if missing_keys:
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logger.warning(f"[GET_ACTIONS] Missing camera keys: {missing_keys}, retrying...")
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# Retry observation to get camera frames
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for _ in range(5):
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time.sleep(0.05)
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obs = robot.get_observation()
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obs_processed = robot_observation_processor(obs)
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obs_for_frame = {k: v for k, v in obs_processed.items() if not k.startswith("_")}
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missing_keys = [k for k in expected_img_keys if k not in obs_for_frame]
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if not missing_keys:
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break
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if missing_keys:
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logger.error(f"[GET_ACTIONS] Still missing keys after retries: {missing_keys}")
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logger.error(f"[GET_ACTIONS] Available keys: {list(obs_for_frame.keys())}")
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continue # Skip this inference cycle
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obs_with_policy_features = build_dataset_frame(
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hw_features, obs_for_frame, prefix="observation"
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