Fix validation data selection and downloads
Browse files
Utils/DATA_DOWNLOAD.md
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| 1 |
+
# PhysInOne Public Data Download
|
| 2 |
+
|
| 3 |
+
The PhysInOne public downloader retrieves the released Leaderboard inputs and
|
| 4 |
+
released 3D assets from the public `vLAR/PhysInOne` dataset repository. It
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| 5 |
+
uses only the Python standard library and anonymous HTTPS requests.
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| 6 |
+
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| 7 |
+
Ground-truth outputs for the Leaderboard are private and are not included.
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| 8 |
+
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| 9 |
+
## Requirements
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| 10 |
+
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| 11 |
+
- Python 3.9 or newer
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| 12 |
+
- Enough free disk space for the selected release
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| 13 |
+
- Unreal Engine 5.5.4 when using the 3D asset project
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| 14 |
+
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| 15 |
+
No Python package installation or account configuration is required.
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| 16 |
+
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| 17 |
+
## Get the downloader
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| 18 |
+
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| 19 |
+
Clone the GitHub repository and run the script from the project root:
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| 20 |
+
|
| 21 |
+
```bash
|
| 22 |
+
git clone https://github.com/vLAR-group/PhysInOne.git
|
| 23 |
+
cd PhysInOne
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| 24 |
+
python scripts/download_data.py --help
|
| 25 |
+
```
|
| 26 |
+
|
| 27 |
+
The maintained download lists are stored in `scripts/download_lists/`. The
|
| 28 |
+
script reads them locally and does not fetch utility files at runtime. A
|
| 29 |
+
byte-identical public mirror of the complete script tree is maintained under
|
| 30 |
+
[`Utils/scripts/`](https://huggingface.co/datasets/vLAR/PhysInOne/tree/main/Utils/scripts).
|
| 31 |
+
|
| 32 |
+
## Progress display
|
| 33 |
+
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| 34 |
+
Interactive terminals show a single live progress bar with completed file count,
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| 35 |
+
transferred and estimated total size, current download speed, and ETA. The total
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| 36 |
+
size and ETA are marked as estimates because public manifests do not store object
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| 37 |
+
sizes; they become more accurate as Hugging Face responses provide file sizes.
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| 38 |
+
When output is redirected to a log, the downloader automatically writes periodic
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| 39 |
+
plain-text snapshots instead of terminal control characters. Per-file success and
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| 40 |
+
failure details are always retained under `_download_logs/`.
|
| 41 |
+
|
| 42 |
+
## Quick start
|
| 43 |
+
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| 44 |
+
Download all four public Leaderboard tasks:
|
| 45 |
+
|
| 46 |
+
```bash
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| 47 |
+
python scripts/download_data.py \
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| 48 |
+
--task video_generation future_prediction \
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| 49 |
+
physical_properties_estimation motion_transfer \
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| 50 |
+
--output-dir ./PhysInOne_data
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| 51 |
+
```
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| 52 |
+
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| 53 |
+
Download one task:
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| 54 |
+
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| 55 |
+
```bash
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| 56 |
+
python scripts/download_data.py \
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| 57 |
+
--task future_prediction \
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| 58 |
+
--output-dir ./PhysInOne_data
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| 59 |
+
```
|
| 60 |
+
|
| 61 |
+
Download and assemble all currently released 3D assets:
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| 62 |
+
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| 63 |
+
```bash
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| 64 |
+
python scripts/download_data.py \
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| 65 |
+
--task 3d_assets \
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| 66 |
+
--output-dir ./PhysInOne_data
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| 67 |
+
```
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| 68 |
+
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| 69 |
+
ZIP extraction is enabled by default for `3d_assets`. Leaderboard ZIP files
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| 70 |
+
remain compressed unless `--extract` is specified.
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| 71 |
+
|
| 72 |
+
## Task values
|
| 73 |
+
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| 74 |
+
| `--task` value | Released public content | File count |
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| 75 |
+
| --- | --- | ---: |
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| 76 |
+
| `video_generation` | Initial frames, camera metadata, and captions | 75,865 |
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| 77 |
+
| `future_prediction` | Fixed-view input sequences and split metadata | 103 ZIP files |
|
| 78 |
+
| `physical_properties_estimation` | Scene inputs and shared supplementary files | 72 scene ZIP files plus 2 shared files |
|
| 79 |
+
| `motion_transfer` | Source videos, reference frames, and captions | 214 ZIP files |
|
| 80 |
+
| `3d_assets` | Unreal Engine project assets for 14,847 Val and 120,660 Train scenes | 4,585 files |
|
| 81 |
+
| `all` | Every item above | 80,841 files |
|
| 82 |
+
|
| 83 |
+
Multiple task values can follow one `--task` option. Hyphenated names and the
|
| 84 |
+
short aliases shown by `--help` are also accepted.
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| 85 |
+
|
| 86 |
+
## Command-line options
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| 87 |
+
|
| 88 |
+
| Option | Description |
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| 89 |
+
| --- | --- |
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| 90 |
+
| `--task NAME [NAME ...]` | Select one or more tasks, or `all`. |
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| 91 |
+
| `--output-dir PATH` | Set the local output root. The path must not contain whitespace. |
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| 92 |
+
| `--scene TEXT` | Keep paths containing a scene name or six-character scene ID. Repeatable. |
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| 93 |
+
| `--workers N` | Set concurrent downloads. Default: `4`. |
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| 94 |
+
| `--revision REV` | Select a dataset revision. Default: `main`. |
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| 95 |
+
| `--retries N` | Set retries after each failed request. Default: `3`. |
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| 96 |
+
| `--timeout SECONDS` | Set the timeout for each network request. Default: `60`. |
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| 97 |
+
| `--extract` | Safely validate and extract selected ZIP files. |
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| 98 |
+
| `--no-extract` | Keep all ZIP files compressed, including 3D asset archives. |
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| 99 |
+
| `--delete-zip-after-extract` | Remove a ZIP only after successful extraction. |
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| 100 |
+
| `--no-resume` | Restart incomplete `.part` files instead of resuming. |
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| 101 |
+
| `--force` | Replace completed local downloads. |
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| 102 |
+
| `--list-only` | Print the selected public URLs and exit. |
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| 103 |
+
| `--dry-run` | Show counts and output locations without downloading. |
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| 104 |
+
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| 105 |
+
## Examples
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| 106 |
+
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| 107 |
+
Download Video Generation inputs:
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| 108 |
+
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| 109 |
+
```bash
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| 110 |
+
python scripts/download_data.py \
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| 111 |
+
--task video_generation \
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| 112 |
+
--output-dir ./PhysInOne_data
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| 113 |
+
```
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| 114 |
+
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| 115 |
+
Download and extract Future Prediction inputs:
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| 116 |
+
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| 117 |
+
```bash
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| 118 |
+
python scripts/download_data.py \
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| 119 |
+
--task future_prediction \
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| 120 |
+
--extract \
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| 121 |
+
--output-dir ./PhysInOne_data
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| 122 |
+
```
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| 123 |
+
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| 124 |
+
Download selected Motion Transfer scenes by ID:
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| 125 |
+
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| 126 |
+
```bash
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| 127 |
+
python scripts/download_data.py \
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| 128 |
+
--task motion_transfer \
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| 129 |
+
--scene B15ta6 \
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| 130 |
+
--scene 7omQio \
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| 131 |
+
--output-dir ./PhysInOne_data
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| 132 |
+
```
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| 133 |
+
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| 134 |
+
Preview Physical Properties Estimation without downloading:
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| 135 |
+
|
| 136 |
+
```bash
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| 137 |
+
python scripts/download_data.py \
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| 138 |
+
--task physical_properties_estimation \
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| 139 |
+
--dry-run \
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| 140 |
+
--output-dir ./PhysInOne_data
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| 141 |
+
```
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| 142 |
+
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| 143 |
+
Download 3D assets and remove archives after verified extraction:
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| 144 |
+
|
| 145 |
+
```bash
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| 146 |
+
python scripts/download_data.py \
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| 147 |
+
--task 3d_assets \
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| 148 |
+
--delete-zip-after-extract \
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| 149 |
+
--output-dir ./PhysInOne_data
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| 150 |
+
```
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| 151 |
+
|
| 152 |
+
## Full rendered dataset selection
|
| 153 |
+
|
| 154 |
+
The repository also includes a filter and downloader for selecting scene
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| 155 |
+
archives from the public rendered dataset. Train archives are distributed
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| 156 |
+
across 16 shard repositories, while the currently released Val archives are
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| 157 |
+
stored in the main `vLAR/PhysInOne` dataset repository. The bundled index and
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| 158 |
+
repository map handle this difference automatically.
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| 159 |
+
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| 160 |
+
Create a selection file:
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| 161 |
+
|
| 162 |
+
```bash
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| 163 |
+
python scripts/filter_cases.py \
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| 164 |
+
--split train \
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| 165 |
+
--activity_type double \
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| 166 |
+
--phenomena FrictionStop \
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| 167 |
+
--num 100 \
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| 168 |
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--output selected_cases.json
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| 169 |
+
```
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| 170 |
+
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| 171 |
+
Select all currently released Val archives:
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| 172 |
+
|
| 173 |
+
```bash
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| 174 |
+
python scripts/filter_cases.py \
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| 175 |
+
--split val \
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| 176 |
+
--output selected_val_cases.json \
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| 177 |
+
--show_stats
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| 178 |
+
```
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| 179 |
+
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| 180 |
+
This currently selects 199 Val scene archives. The count follows the public
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| 181 |
+
files present under `Val/` and may increase as additional validation data is
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| 182 |
+
released.
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| 183 |
+
|
| 184 |
+
Download the selected archives:
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| 185 |
+
|
| 186 |
+
```bash
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| 187 |
+
python scripts/download_selected.py \
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| 188 |
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--selection selected_cases.json \
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| 189 |
+
--output-dir ./PhysInOne_data/full_dataset \
|
| 190 |
+
--keep-shard-structure
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| 191 |
+
```
|
| 192 |
+
|
| 193 |
+
`filter_cases.py` reads the bundled
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| 194 |
+
`scripts/download_lists/repo_assignment.txt` index. `download_selected.py`
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| 195 |
+
reads the bundled `repo_map.json` and uses the same anonymous, resumable HTTPS
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| 196 |
+
implementation as the task downloader.
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| 197 |
+
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| 198 |
+
| Selection option | Description |
|
| 199 |
+
| --- | --- |
|
| 200 |
+
| `--split train|val|test` | Filter by dataset split. |
|
| 201 |
+
| `--activity_type single|double|triple` | Filter by interaction complexity. |
|
| 202 |
+
| `--phenomena NAME [NAME ...]` | Require one or more physical phenomena. |
|
| 203 |
+
| `--match_mode contains|exact` | Control phenomenon matching. |
|
| 204 |
+
| `--num N` | Randomly sample at most `N` matching cases. |
|
| 205 |
+
| `--seed N` | Set the sampling seed. |
|
| 206 |
+
| `--output PATH` | Write the selection JSON. |
|
| 207 |
+
|
| 208 |
+
| Selected-download option | Description |
|
| 209 |
+
| --- | --- |
|
| 210 |
+
| `--selection PATH` | Read a selection JSON produced by `filter_cases.py`. |
|
| 211 |
+
| `--output-dir PATH` | Set the whitespace-free archive destination. |
|
| 212 |
+
| `--keep-shard-structure` | Preserve part, split, and activity directories. |
|
| 213 |
+
| `--workers N` | Set concurrent downloads. |
|
| 214 |
+
| `--retries N` | Set retries after a failed request. |
|
| 215 |
+
| `--no-resume` | Restart incomplete `.part` files. |
|
| 216 |
+
| `--overwrite` | Replace completed local archives. |
|
| 217 |
+
| `--dry-run` | Preview transfers without downloading. |
|
| 218 |
+
|
| 219 |
+
## Local directory layout
|
| 220 |
+
|
| 221 |
+
All directories created by the downloader have names without spaces:
|
| 222 |
+
|
| 223 |
+
```text
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| 224 |
+
PhysInOne_data/
|
| 225 |
+
βββ leaderboard/
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| 226 |
+
β βββ video_generation/
|
| 227 |
+
β βββ future_prediction/
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| 228 |
+
β βββ physical_properties_estimation/
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| 229 |
+
β βββ motion_transfer/
|
| 230 |
+
βββ 3d_assets/
|
| 231 |
+
β βββ PhysicBenchmark/
|
| 232 |
+
βββ _download_logs/
|
| 233 |
+
βββ YYYYMMDD_HHMMSS/
|
| 234 |
+
βββ downloads.tsv
|
| 235 |
+
βββ extractions.tsv
|
| 236 |
+
βββ failures.tsv
|
| 237 |
+
βββ summary.json
|
| 238 |
+
```
|
| 239 |
+
|
| 240 |
+
Published object paths are URL-encoded by the maintained lists. The downloader
|
| 241 |
+
maps them to the no-space local layout above, so shell commands do not require
|
| 242 |
+
special quoting for task directories.
|
| 243 |
+
|
| 244 |
+
## Resume and verification
|
| 245 |
+
|
| 246 |
+
Downloads are written to `.part` files and renamed atomically after completion.
|
| 247 |
+
Run the same command again to reuse completed files and resume incomplete ones.
|
| 248 |
+
Use `--force` only when a completed local file must be replaced.
|
| 249 |
+
|
| 250 |
+
ZIP archives are checked for unsafe paths, symbolic links, and CRC errors before
|
| 251 |
+
extraction. A completion marker is written only after successful extraction.
|
| 252 |
+
Detailed progress and failures are recorded under `_download_logs/`.
|
| 253 |
+
|
| 254 |
+
For slower or rate-limited networks, reduce concurrency:
|
| 255 |
+
|
| 256 |
+
```bash
|
| 257 |
+
python scripts/download_data.py \
|
| 258 |
+
--task all \
|
| 259 |
+
--workers 2 \
|
| 260 |
+
--output-dir ./PhysInOne_data
|
| 261 |
+
```
|
| 262 |
+
|
| 263 |
+
## 3D asset setup
|
| 264 |
+
|
| 265 |
+
The completed public release contains Unreal Engine 5.5.4 resources for 14,847
|
| 266 |
+
validation scenes and 120,660 training scenes, together with the released Train
|
| 267 |
+
and Val resource libraries. The download contains 4,585 files and 285 ZIP
|
| 268 |
+
archives (approximately 139.67 GiB before extraction). The 273 validation
|
| 269 |
+
origins reserved for the Motion Transfer test set are intentionally excluded to
|
| 270 |
+
prevent evaluation leakage. The release also includes ten Movie Render Queue
|
| 271 |
+
configurations at `Content/PhysInOne/Scripts/`, corresponding to
|
| 272 |
+
`/Game/PhysInOne/Scripts/` in Unreal Engine. Windows is recommended for the
|
| 273 |
+
simplest setup; Linux is also supported with additional Unreal Engine
|
| 274 |
+
configuration.
|
| 275 |
+
|
| 276 |
+
Every 3D asset ZIP is extracted in place into its current parent directory. The
|
| 277 |
+
Scene and Trajectory archives are deliberately kept separate:
|
| 278 |
+
|
| 279 |
+
| Archive pattern | ZIP member layout | Result after extraction |
|
| 280 |
+
| --- | --- | --- |
|
| 281 |
+
| `Content/PhysInOne/Scenes/val_scenes_batch_*.zip` | `Val/<Physics>/<Scene>.umap` | `Content/PhysInOne/Scenes/Val/<Physics>/<Scene>.umap` |
|
| 282 |
+
| `Content/PhysInOne/Scenes/train_scenes_batch_*.zip` | `Train/<Physics>/<Scene>.umap` | `Content/PhysInOne/Scenes/Train/<Physics>/<Scene>.umap` |
|
| 283 |
+
| `Content/PhysInOne/Trajectories/val_trajectory_batch_*.zip` | `Val/<Physics>/<Scene>_trajectory.uasset` | `Content/PhysInOne/Trajectories/Val/<Physics>/<Scene>_trajectory.uasset` |
|
| 284 |
+
| `Content/PhysInOne/Trajectories/train_trajectory_batch_*.zip` | `Train/<Physics>/<Scene>_trajectory.uasset` | `Content/PhysInOne/Trajectories/Train/<Physics>/<Scene>_trajectory.uasset` |
|
| 285 |
+
|
| 286 |
+
The Train Scene and Trajectory series each span batches `0000β0120`; the Val
|
| 287 |
+
series each span batches `0000β0014`. The final Train batch contains 660
|
| 288 |
+
scenes, and the final Val batch contains 847 scenes.
|
| 289 |
+
|
| 290 |
+
The Train and Val ZIP files can therefore share the same remote directory
|
| 291 |
+
without colliding: their members begin with different split directories.
|
| 292 |
+
|
| 293 |
+
After the default 3D asset download finishes, launch:
|
| 294 |
+
|
| 295 |
+
```text
|
| 296 |
+
PhysInOne_data/assets/PhysicBenchmark/PhysInOne.uproject
|
| 297 |
+
```
|
| 298 |
+
|
| 299 |
+
Do not rename directories inside `PhysicBenchmark/`. Unreal Engine resolves
|
| 300 |
+
assets by project-relative package paths, including `BackGrounds_raw`,
|
| 301 |
+
`__ExternalActors__`, and `__ExternalObjects__`.
|
Utils/metadata/repo_assignment.txt
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
-
size
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:266ba0fec1c14e9990ef87c243cd715dd90c5b8235ab71faebbe8a03a4f6bff1
|
| 3 |
+
size 21640129
|
Utils/metadata/repo_map.json
CHANGED
|
@@ -14,5 +14,6 @@
|
|
| 14 |
"physinone_part13": "PhysInOneP13/PhysInOneP13",
|
| 15 |
"physinone_part14": "PhysInOneP14/PhysInOneP14",
|
| 16 |
"physinone_part15": "PhysInOneP15/PhysInOneP15",
|
| 17 |
-
"physinone_part16": "PhysInOneP16/PhysInOneP16"
|
|
|
|
| 18 |
}
|
|
|
|
| 14 |
"physinone_part13": "PhysInOneP13/PhysInOneP13",
|
| 15 |
"physinone_part14": "PhysInOneP14/PhysInOneP14",
|
| 16 |
"physinone_part15": "PhysInOneP15/PhysInOneP15",
|
| 17 |
+
"physinone_part16": "PhysInOneP16/PhysInOneP16",
|
| 18 |
+
"physinone_val": "vLAR/PhysInOne"
|
| 19 |
}
|
Utils/scripts/download_lists/repo_assignment.txt
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
-
size
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:266ba0fec1c14e9990ef87c243cd715dd90c5b8235ab71faebbe8a03a4f6bff1
|
| 3 |
+
size 21640129
|
Utils/scripts/download_lists/repo_map.json
CHANGED
|
@@ -14,5 +14,6 @@
|
|
| 14 |
"physinone_part13": "PhysInOneP13/PhysInOneP13",
|
| 15 |
"physinone_part14": "PhysInOneP14/PhysInOneP14",
|
| 16 |
"physinone_part15": "PhysInOneP15/PhysInOneP15",
|
| 17 |
-
"physinone_part16": "PhysInOneP16/PhysInOneP16"
|
|
|
|
| 18 |
}
|
|
|
|
| 14 |
"physinone_part13": "PhysInOneP13/PhysInOneP13",
|
| 15 |
"physinone_part14": "PhysInOneP14/PhysInOneP14",
|
| 16 |
"physinone_part15": "PhysInOneP15/PhysInOneP15",
|
| 17 |
+
"physinone_part16": "PhysInOneP16/PhysInOneP16",
|
| 18 |
+
"physinone_val": "vLAR/PhysInOne"
|
| 19 |
}
|
Utils/scripts/filter_cases.py
CHANGED
|
@@ -11,8 +11,8 @@ The script parses:
|
|
| 11 |
phenomena: abbreviations before "__bg..."
|
| 12 |
background: bgXXX
|
| 13 |
hash: final six-character code
|
| 14 |
-
part_id: e.g. physinone_part1
|
| 15 |
-
hf_zip_path: expected zip path inside the
|
| 16 |
Train/DoublePhysics/AccelConcaveSpin_AccelSurfaceSpin__bg070__K5ER39_trajectory.zip
|
| 17 |
"""
|
| 18 |
|
|
|
|
| 11 |
phenomena: abbreviations before "__bg..."
|
| 12 |
background: bgXXX
|
| 13 |
hash: final six-character code
|
| 14 |
+
part_id: repository-map key, e.g. physinone_part1 or physinone_val
|
| 15 |
+
hf_zip_path: expected zip path inside the mapped dataset repository, e.g.
|
| 16 |
Train/DoublePhysics/AccelConcaveSpin_AccelSurfaceSpin__bg070__K5ER39_trajectory.zip
|
| 17 |
"""
|
| 18 |
|