koch_test / README.md
smilegeng's picture
chore: add bare timeseries tag, remove ineffective modality field
845c729 verified
|
Raw History Blame Contribute Delete
2.6 kB
---
license: unknown
task_categories:
- robotics
language:
- en
tags:
- lerobot
- robotics
- imitation-learning
- action-state
- tutorial
- tsfile
- format:tsfile
- timeseries
pretty_name: koch_test TsFile
size_categories:
- 1K<n<10K
---
# koch_test
This repository contains a TsFile conversion of the original Hugging Face
dataset [`MoofireX/koch_test`](https://huggingface.co/datasets/MoofireX/koch_test).
## Source Dataset
The source repository contains one Parquet split and LeRobot metadata files:
```text
data/train-00000-of-00001.parquet
meta_data/episode_data_index.safetensors
meta_data/info.json
meta_data/stats.safetensors
```
The converted repository keeps the same top-level structure:
```text
data/train.tsfile
meta_data/episode_data_index.safetensors
meta_data/info.json
meta_data/stats.safetensors
```
## Source Schema
The source Parquet split has 2,755 rows and 7 columns:
| Column | Source type | Conversion |
|---|---|---|
| `observation.state` | fixed-size list float[6] | flattened to `state_0` ... `state_5` |
| `action` | fixed-size list float[6] | flattened to `action_0` ... `action_5` |
| `episode_index` | int64 | FIELD |
| `frame_index` | int64 | FIELD |
| `timestamp` | float | renamed to `episode_timestamp_s` FIELD |
| `next.done` | bool | renamed to `next_done` FIELD |
| `index` | int64 | renamed to `sample_index` FIELD |
## Conversion Notes
- Source format converted to TsFile: lowercase `data/train-00000-of-00001.parquet`.
- Converted format: TsFile table model.
- Output file: `data/train.tsfile`.
- Table name: `koch_test`.
- TAG column: `episode_id`, synthesized from `episode_index`.
- Time column: synthesized from `frame_index * 100 ms`.
- The original `timestamp` value is preserved as `episode_timestamp_s`.
- `observation.state` and `action` are not dropped semantically; each 6-element
vector is expanded to scalar fields because TsFile import requires scalar
columns.
- Row count is preserved: 2,755 source rows -> 2,755 TsFile rows.
## Metadata
The source `meta_data/info.json` reports:
```json
{
"codebase_version": "v1.6",
"fps": 30,
"video": true,
"encoding": {
"vcodec": "libsvtav1",
"pix_fmt": "yuv420p",
"g": 2,
"crf": 30
}
}
```
The `meta_data/` files are mirrored unchanged from the source repository for
traceability. The TsFile conversion only uses the Parquet split.
## Citation
Please cite the original dataset:
```bibtex
@dataset{koch_test,
author = {MoofireX},
title = {koch_test},
publisher = {Hugging Face},
url = {https://huggingface.co/datasets/MoofireX/koch_test}
}
```