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The dataset viewer is not available for this split.
Cannot load the dataset split (in streaming mode) to extract the first rows.
Error code:   StreamingRowsError
Exception:    ArrowInvalid
Message:      BatchSize must be greater than 0, got 0
Traceback:    Traceback (most recent call last):
                File "/src/services/worker/src/worker/utils.py", line 147, in get_rows_or_raise
                  return get_rows(
                      dataset=dataset,
                  ...<4 lines>...
                      column_names=column_names,
                  )
                File "/src/libs/libcommon/src/libcommon/utils.py", line 272, in decorator
                  return func(*args, **kwargs)
                File "/src/services/worker/src/worker/utils.py", line 127, in get_rows
                  rows_plus_one = list(itertools.islice(safe_iter(ds, dataset=dataset), rows_max_number + 1))
                File "/src/services/worker/src/worker/utils.py", line 483, in safe_iter
                  yield from ds.decode(False) if ds.features else ds
                File "/usr/local/lib/python3.14/site-packages/datasets/iterable_dataset.py", line 2840, in __iter__
                  for key, example in ex_iterable:
                                      ^^^^^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/iterable_dataset.py", line 2373, in __iter__
                  for key, pa_table in self._iter_arrow():
                                       ~~~~~~~~~~~~~~~~^^
                File "/usr/local/lib/python3.14/site-packages/datasets/iterable_dataset.py", line 2398, in _iter_arrow
                  for key, pa_table in self.ex_iterable._iter_arrow():
                                       ~~~~~~~~~~~~~~~~~~~~~~~~~~~~^^
                File "/usr/local/lib/python3.14/site-packages/datasets/iterable_dataset.py", line 536, in _iter_arrow
                  for key, pa_table in iterator:
                                       ^^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/iterable_dataset.py", line 419, in _iter_arrow
                  for key, pa_table in self.generate_tables_fn(**gen_kwags):
                                       ~~~~~~~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/packaged_modules/parquet/parquet.py", line 208, in _generate_tables
                  parquet_fragment.to_batches(
                  ~~~~~~~~~~~~~~~~~~~~~~~~~~~^
                      batch_size=batch_size,
                      ^^^^^^^^^^^^^^^^^^^^^^
                  ...<3 lines>...
                      fragment_readahead=0,
                      ^^^^^^^^^^^^^^^^^^^^^
                  )
                  ^
                File "pyarrow/_dataset.pyx", line 1648, in pyarrow._dataset.Fragment.to_batches
                File "pyarrow/_dataset.pyx", line 3792, in pyarrow._dataset.Scanner.from_fragment
                  _populate_builder(builder, columns=columns, filter=filter,
                File "pyarrow/_dataset.pyx", line 3574, in pyarrow._dataset._populate_builder
                  check_status(builder.BatchSize(batch_size))
                File "pyarrow/error.pxi", line 92, in pyarrow.lib.check_status
              pyarrow.lib.ArrowInvalid: BatchSize must be greater than 0, got 0

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XINGYING RGB-D Tactile Cylinder Trial 0828

This public dataset contains a recovered 201-second multimodal robotics capture recorded with XINGYING/NOKOV motion capture, an Intel RealSense D435i, and one left DM-Tac tactile sensor. The original XINGYING CAP and companion directory are retained beside inspectable Parquet, Zarr, MP4, CSV, and HDF5 derivatives.

Important quality status

This is a useful recovered capture, not a clean benchmark episode.

  • export_complete=true: the published bundle was exported successfully and all files declared by the manifest are present.
  • source_complete=false: the original recorder stopped when an older sequence gate treated a reused depth frame (6245 -> 6245) as fatal.
  • The 6,031 stored RGB-D pairs and 12,072 NOKOV frames preceding that event are readable and have continuous stored frame numbers.
  • The target rigid body cylinder has a finite pose in 6,316 / 12,072 frames (52.32%). There are 10 invalid runs; the longest is about 32.30 seconds.
  • Only the left tactile sensor (M26190152) is present. There is no right tactile stream in this trial.
  • Tactile force mode is deferred_completed, but finger geometry status is unknown. Wrench values are readable relative outputs, not certified absolute force ground truth.

Do not filter these limitations out when reporting results derived from this dataset.

Contents

Modality Count / status
NOKOV frames 12,072
RGB-D pairs 6,031
Left DM-Tac frames 6,038
NOKOV duration 201.166 s
RGB-D to NOKOV absolute time delta median 4.287 ms, max 9.267 ms
Left tactile to NOKOV absolute delta median 1.388 ms, max 50.233 ms
Left tactile to RGB-D absolute delta median 8.293 ms, max 57.933 ms

The larger tactile maxima are confined to the short tactile tail retained by the recovery export.

Data layout

.
β”œβ”€β”€ session.json
β”œβ”€β”€ calibration.json
β”œβ”€β”€ color.mp4
β”œβ”€β”€ preview.mp4
β”œβ”€β”€ depth.zarr/depth_raw
β”œβ”€β”€ tactile/left_M26190152.h5
β”œβ”€β”€ tables/
β”‚   β”œβ”€β”€ mocap_frames.parquet
β”‚   β”œβ”€β”€ markers.parquet
β”‚   β”œβ”€β”€ rigid_bodies.parquet
β”‚   β”œβ”€β”€ rigid_kinematics.parquet
β”‚   β”œβ”€β”€ sync.parquet
β”‚   β”œβ”€β”€ tactile_sync.parquet
β”‚   └── six_points.csv
└── xingying/
    β”œβ”€β”€ 0828_trial222231.cap
    └── 0828_trial222231/

tables/sync.parquet and tables/tactile_sync.parquet are the authoritative time-pairing tables. MP4 timing is for playback only. Cross-device association uses nearest host monotonic timestamps and is software synchronization, not hardware triggering or temporal resampling.

Positions are stored in metres. Rigid-body quaternions use xyzw order. Depth is raw uint16; convert it with depth_scale_m from session.json.

Publication notes

Local filesystem paths and NOKOV network addresses were redacted from the published session.json. Hardware serials were retained because they identify the calibration and tactile source used for this trial. The color and preview videos may reveal the laboratory scene.

No reuse license is granted by this initial publication. Contact the repository owner before redistribution or incorporation into another released dataset.

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