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@@ -72,7 +72,7 @@ from lerobot.common.datasets.video_utils import (
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get_safe_default_codec,
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get_video_info,
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)
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from lerobot.common.robots.utils import Robot
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from lerobot.common.robots import Robot
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CODEBASE_VERSION = "v2.1"
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@@ -785,7 +785,7 @@ class LeRobotDataset(torch.utils.data.Dataset):
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else:
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self.image_writer.save_image(image=image, fpath=fpath)
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def add_frame(self, frame: dict) -> None:
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def add_frame(self, frame: dict, task: str, timestamp: float | None = None) -> None:
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"""
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This function only adds the frame to the episode_buffer. Apart from images — which are written in a
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temporary directory — nothing is written to disk. To save those frames, the 'save_episode()' method
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@@ -803,17 +803,14 @@ class LeRobotDataset(torch.utils.data.Dataset):
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# Automatically add frame_index and timestamp to episode buffer
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frame_index = self.episode_buffer["size"]
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timestamp = frame.pop("timestamp") if "timestamp" in frame else frame_index / self.fps
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if timestamp is None:
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timestamp = frame_index / self.fps
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self.episode_buffer["frame_index"].append(frame_index)
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self.episode_buffer["timestamp"].append(timestamp)
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self.episode_buffer["task"].append(task)
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# Add frame features to episode_buffer
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for key in frame:
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if key == "task":
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# Note: we associate the task in natural language to its task index during `save_episode`
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self.episode_buffer["task"].append(frame["task"])
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continue
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if key not in self.features:
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raise ValueError(
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f"An element of the frame is not in the features. '{key}' not in '{self.features.keys()}'."
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