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migration: skip non-standard SO arms instead of relabeling them
Only migrate datasets usable right away as a clean 6-DOF joint stack. SO datasets whose action/observation.state dim isn't a multiple of 6 (extra bbox/EE columns appended) are now skipped as out-of-scope, matching the end-effector skip, rather than being relabeled '_nonstandard' and migrated structurally.
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@@ -16,7 +16,7 @@ from pathlib import Path
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from huggingface_hub import HfApi
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import so_arm_frame
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from classify import classify, is_end_effector, load_info
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from classify import classify, is_end_effector, is_so_robot_type, load_info
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from fix_dataset import fix_dataset_in_place
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SRC_REPO = "HuggingFaceVLA/community_dataset_v3"
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@@ -168,6 +168,14 @@ def migrate_one(api, dst_repo, sub, work_dir, no_upload) -> dict:
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if is_end_effector(info):
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return {"root": sub, "robot_type": info.get("robot_type"),
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"action": "skipped: end-effector (task-space) dataset, out of scope"}
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feats = info.get("features", {})
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dims = [feats[c]["shape"][0] for c in ("action", "observation.state") if feats.get(c, {}).get("shape")]
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if is_so_robot_type(info.get("robot_type", "") or "") and any(d % 6 != 0 for d in dims):
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# We only migrate datasets usable right away by specifying joints: a clean stack of
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# 6-DOF SO arms. Extra appended columns (bbox, EE pose, ...) push the dim off a
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# multiple of 6 and mean the degrees mapping doesn't cleanly apply -> out of scope.
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return {"root": sub, "robot_type": info.get("robot_type"),
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"action": f"skipped: non-standard SO arm (joint dims {dims} not a multiple of 6), out of scope"}
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result = fix_dataset_in_place(local) # SO-arm value fix (or structural_only)
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