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Upload encoded TsFile conversion of typoverflow/vifailback

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+ data/typoverflow_vifailback_train.tsfile filter=lfs diff=lfs merge=lfs -text
README.md CHANGED
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1
- ---
2
- license: apache-2.0
3
- ---
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ---
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+ license: mit
3
+ authors:
4
+ - Chenxiao Gao
5
+ task_categories:
6
+ - robotics
7
+ tags:
8
+ - tsfile
9
+ - timeseries
10
+ - tabular
11
+ - robotics
12
+ - lerobot
13
+ - vifailback
14
+ - aloha
15
+ - piper
16
+ modality:
17
+ - timeseries
18
+ - tabular
19
+ pretty_name: VIFailBack (TsFile)
20
+ configs:
21
+ - config_name: default
22
+ data_files:
23
+ - split: train
24
+ path: data/typoverflow_vifailback_train.tsfile
25
+ size_categories:
26
+ - 1M<n<10M
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+ ---
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+
29
+ # VIFailBack (TsFile)
30
+
31
+ This dataset is an Apache TsFile conversion of
32
+ [`typoverflow/vifailback`](https://huggingface.co/datasets/typoverflow/vifailback), a LeRobot v3.0 ALOHA AgileX Piper robot dataset.
33
+
34
+ **Modalities: Time-series, Tabular.** The converted repository contains numeric
35
+ robot state, target, timing, episode/task tags, debug signals, and mirrored
36
+ source metadata. Camera videos remain in the original Hugging Face dataset.
37
+
38
+ ## Source Dataset and Author
39
+
40
+ - Original dataset: [`typoverflow/vifailback`](https://huggingface.co/datasets/typoverflow/vifailback)
41
+ - Pinned source revision: [`9145e6c58471ec61d5a11d7a1bbb39d540fc5710`](https://huggingface.co/datasets/typoverflow/vifailback/tree/9145e6c58471ec61d5a11d7a1bbb39d540fc5710)
42
+ - Original author, repository owner, uploader, and commit author: [Chenxiao Gao (`typoverflow`)](https://huggingface.co/typoverflow)
43
+ - License: MIT
44
+ - Robot type: `aloha_agilex_piper`
45
+ - LeRobot codebase version: `v3.0`
46
+ - Sampling rate: 25 fps
47
+ - Split: `train`, episodes 0 through 4713
48
+ - Source scale: 4,714 episodes, 1,190,262 frames, 98 tasks
49
+ - Source frame shards: 8 Parquet files totaling 516,628,399 bytes
50
+ - Paper, homepage, and completed citation: not provided by the source card
51
+
52
+ The source card states that the dataset was created using
53
+ [LeRobot](https://github.com/huggingface/lerobot). Task text for all 98 task
54
+ indices is preserved in `meta/tasks.parquet`; the source card does not provide a
55
+ more detailed dataset narrative, so none is inferred here.
56
+
57
+ ## Converted Files
58
+
59
+ - TsFile: `data/typoverflow_vifailback_train.tsfile`
60
+ - Table: `typoverflow_vifailback_train`
61
+ - Rows: 1,190,262
62
+ - Episode/task devices: 4,714
63
+ - Columns: 183 total — 1 TIME, 2 TAG, 180 FIELD
64
+ - TsFile size: 467,828,268 bytes (90.55% of the source frame-Parquet size)
65
+ - Time precision: milliseconds
66
+ - Metadata: `meta/` is mirrored from the pinned source, with only
67
+ `meta/info.json` rewritten to describe the TsFile artifact and conversion.
68
+ - Conversion config: `typoverflow_vifailback.yaml`
69
+
70
+ The latest pinned source metadata includes `meta/critical_frames.jsonl` and
71
+ `meta/qc_warnings.jsonl`; both are preserved unchanged.
72
+
73
+ ## TsFile Schema
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+
75
+ `Time` is an INT64 millisecond timestamp computed as
76
+ `round(timestamp * 1000)`. It restarts within each episode and spans
77
+ 0..36,960 ms across the dataset.
78
+
79
+ TAG columns (TsFile table-model device segments):
80
+
81
+ - `episode_index` — source episode number, 0 through 4713
82
+ - `task_index` — source task number, 0 through 97
83
+
84
+ Scalar FIELD columns:
85
+
86
+ - `frame_index` — frame number within an episode
87
+ - `sample_index` — source global `index`, renamed to avoid ambiguity
88
+
89
+ The remaining 178 FLOAT FIELD columns are flattened from the source's scalar
90
+ and vector signals while preserving their full source prefixes. Dots are
91
+ replaced by underscores and vector positions receive a numeric suffix. They
92
+ cover these source groups:
93
+
94
+ - `raw_state.*` and `raw_target.*`: joint position/velocity, end-effector XYZ
95
+ and quaternion, gripper state, and base velocity
96
+ - `state.*` and `target.*`: joint position/velocity, end-effector XYZ and 9D
97
+ rotation, gripper state, and base velocity
98
+ - `debug.*`: left/right gripper end-effector XYZ and 6D rotation
99
+
100
+ For example, `raw_state.left_joint_pos[6]` becomes
101
+ `raw_state_left_joint_pos_0` through `raw_state_left_joint_pos_5`. The complete
102
+ machine-readable list and roles are recorded in `meta/info.json`.
103
+
104
+ ## Encoding and Conversion Notes
105
+
106
+ - FLOAT/DOUBLE FIELD: `GORILLA + ZSTD`
107
+ - INT32/INT64 FIELD: `TS_2DIFF + ZSTD`
108
+ - Time: `TS_2DIFF + LZ4`
109
+ - BOOLEAN FIELD policy: `RLE + LZ4`; this source schema contains no BOOLEAN field
110
+ - TAG: stored through the TsFile device/TAG mechanism, not duplicated as ordinary FIELD columns
111
+ - All eight source frame shards are merged into one train-split TsFile. Filter
112
+ by `episode_index` and `task_index` to select a trajectory or task.
113
+ - The source `timestamp` column is the only numeric source value not stored as a
114
+ separate FIELD. It is redundant after the exact millisecond mapping
115
+ (`timestamp = Time / 1000` seconds at 25 fps).
116
+ - The source `index` is retained as `sample_index`; `frame_index` is unchanged.
117
+ - No published rows, episodes, tasks, or numeric signal dimensions are dropped.
118
+
119
+ ## Videos
120
+
121
+ Videos are not duplicated in the converted repository. The pinned source has
122
+ 145 frame-aligned MP4 files totaling 27,938,508,868
123
+ bytes (26.02 GiB) in three streams:
124
+
125
+ - [`videos/observation.images.cam_high/`](https://huggingface.co/datasets/typoverflow/vifailback/tree/9145e6c58471ec61d5a11d7a1bbb39d540fc5710/videos/observation.images.cam_high) — 56 MP4 files, 11,040,155,298 bytes (10.28 GiB)
126
+ - [`videos/observation.images.cam_left_wrist/`](https://huggingface.co/datasets/typoverflow/vifailback/tree/9145e6c58471ec61d5a11d7a1bbb39d540fc5710/videos/observation.images.cam_left_wrist) — 45 MP4 files, 8,526,126,153 bytes (7.94 GiB)
127
+ - [`videos/observation.images.cam_right_wrist/`](https://huggingface.co/datasets/typoverflow/vifailback/tree/9145e6c58471ec61d5a11d7a1bbb39d540fc5710/videos/observation.images.cam_right_wrist) — 44 MP4 files, 8,372,227,417 bytes (7.80 GiB)
128
+
129
+ The source template is
130
+ `videos/{video_key}/chunk-{chunk_index:03d}/file-{file_index:03d}.mp4`.
131
+ Numeric rows remain aligned with the original videos through `episode_index`,
132
+ `frame_index`, and the source episode metadata under `meta/episodes/`.
133
+
134
+ ## Validation
135
+
136
+ The generated TsFile passed Apache TsFile Java 2.2.1 schema inspection and a
137
+ full 1,190,262-row query readback. Validation confirmed:
138
+
139
+ - source, staged, and TsFile row-count equality
140
+ - exactly two TAG columns and 180 FIELD columns
141
+ - the requested physical encoding/compression profile
142
+ - TsFile size below the combined source frame-Parquet size
143
+ - SHA-256 `4580f9bfa834395dba4298be61761a3a5d97dd77d93f009e7c3eef0cbad493a8`
144
+
145
+ The local JSON and Markdown validation reports are intentionally not included
146
+ in this upload-ready dataset.
147
+
148
+ ## Minimal Read Example
149
+
150
+ ```python
151
+ from tsfile import TsFileReader
152
+
153
+ reader = TsFileReader("data/typoverflow_vifailback_train.tsfile")
154
+ table_name = "typoverflow_vifailback_train"
155
+ columns = ["episode_index", "task_index", "frame_index", "sample_index"]
156
+
157
+ with reader.query_table(table_name, columns, batch_size=65536) as result:
158
+ batch = result.read_arrow_batch()
159
+ print(batch.to_pandas().head())
160
+ reader.close()
161
+ ```
162
+
163
+ ## Citation
164
+
165
+ The source dataset card provides no paper or completed citation. Cite the
166
+ original Hugging Face dataset and Chenxiao Gao (`typoverflow`) when using this
167
+ converted artifact.
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1
+ {
2
+ "codebase_version": "v3.0",
3
+ "robot_type": "aloha_agilex_piper",
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+ "total_episodes": 4714,
5
+ "total_frames": 1190262,
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+ "total_tasks": 98,
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+ "chunks_size": 1000,
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+ "data_files_size_in_mb": 100,
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+ "video_files_size_in_mb": 200,
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+ "fps": 25,
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+ "splits": {
12
+ "train": "0:4714"
13
+ },
14
+ "data_path": "data/typoverflow_vifailback_train.tsfile",
15
+ "features": {
16
+ "Time": {
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+ "dtype": "int64",
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1
+ # typoverflow/vifailback — LeRobot v3.0 ALOHA AgileX Piper dataset.
2
+ # Source inspected at the pinned Hugging Face revision below on 2026-08-07.
3
+ # Numeric trajectories are converted; the 145 source MP4 files remain upstream.
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+
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+ hf_source: "typoverflow/vifailback"
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+ subset: null
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+ split: "train"
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+ revision: "9145e6c58471ec61d5a11d7a1bbb39d540fc5710"
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+
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+ target_name: "typoverflow_vifailback"
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+
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+ conversion:
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+ mode: "script"
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+ converter: "lerobot"
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+ input_format: "parquet"
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+ time_column: null
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+ time_precision: "ms"
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+ tag_columns: ["episode_index", "task_index"]
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+ rename: {}
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+ drop: []
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+ script_params:
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+ granularity: "merged"
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+ split_from_meta: true
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+ time_source: "timestamp"
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+ fps: 25
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+ table_name: "typoverflow_vifailback"
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+ stream_staging: true
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+ tsfile_writer: "encoded_java"
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+ encoding:
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+ float: "GORILLA"
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+ double: "GORILLA"
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+ int32: "TS_2DIFF"
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+ time: "LZ4"
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+ boolean: "LZ4"
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+ tag: "LZ4"
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+
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+ upload:
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+ mode: "single"
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+ # Create this repository before running the upload stage.
55
+ repo_id: null
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+
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+ attribution:
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+ original_url: "https://huggingface.co/datasets/typoverflow/vifailback"
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+ original_revision: "9145e6c58471ec61d5a11d7a1bbb39d540fc5710"
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+ paper: null
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+ license: "mit"
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+ authors: >-
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+ Chenxiao Gao (Hugging Face user typoverflow; source repository owner,
64
+ uploader, and author of all commits at the pinned revision)
65
+ original_author: "Chenxiao Gao"
66
+ original_author_url: "https://huggingface.co/typoverflow"
67
+ notes: |
68
+ The source card says the dataset was created with LeRobot and supplies no
69
+ paper, completed homepage, or citation. Author attribution is based on the
70
+ public typoverflow profile and the source repository commit history.
71
+
72
+ dataset_card:
73
+ pretty_name: "VIFailBack (TsFile)"
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+ robot_type: "aloha_agilex_piper"
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+ codebase_version: "v3.0"
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+ total_episodes: 4714
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+ observation.images.cam_left_wrist: 8526126153
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+ observation.images.cam_right_wrist: 8372227417
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+ source_data_path: "data/chunk-{chunk_index:03d}/file-{file_index:03d}.parquet"
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+ source_video_path: "videos/{video_key}/chunk-{chunk_index:03d}/file-{file_index:03d}.mp4"
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+ local:
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+ source_dir: "D:/code/py/typoverflow_vifailback"
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+ output_dir: "D:/code/py/typoverflow_vifailback_after"
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