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Fix gym-hil integration with the new LeRobot pipeline. (#2482)
* Add GymHILAdapterProcessorStep for gym-hil environment integration * Fix action features in control loop for None teleop device with gym-hil * Finalize dataset before pushing to hub for visualization on the hub * Fix neutral action for gripper * fix pre-commit
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@@ -312,6 +312,37 @@ class TimeLimitProcessorStep(TruncatedProcessorStep):
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return features
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@ProcessorStepRegistry.register("gym_hil_adapter_processor")
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class GymHILAdapterProcessorStep(ProcessorStep):
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"""
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Adapts the output of the `gym-hil` environment to the format expected by `lerobot` processors.
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This step normalizes the `transition` object by:
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1. Copying `teleop_action` from `info` to `complementary_data`.
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2. Copying `is_intervention` from `info` (using the string key) to `info` (using the enum key).
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"""
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def __call__(self, transition: EnvTransition) -> EnvTransition:
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info = transition.get(TransitionKey.INFO, {})
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complementary_data = transition.get(TransitionKey.COMPLEMENTARY_DATA, {})
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if TELEOP_ACTION_KEY in info:
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complementary_data[TELEOP_ACTION_KEY] = info[TELEOP_ACTION_KEY]
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if "is_intervention" in info:
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info[TeleopEvents.IS_INTERVENTION] = info["is_intervention"]
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transition[TransitionKey.INFO] = info
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transition[TransitionKey.COMPLEMENTARY_DATA] = complementary_data
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return transition
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def transform_features(
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self, features: dict[PipelineFeatureType, dict[str, PolicyFeature]]
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) -> dict[PipelineFeatureType, dict[str, PolicyFeature]]:
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return features
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@dataclass
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@ProcessorStepRegistry.register("gripper_penalty_processor")
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class GripperPenaltyProcessorStep(ProcessorStep):
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