| ### TABLET-tables | |
| Here you can find the image and HTML files for all tables in the TABLET dataset. | |
| These tables are already included in all TABLET datasets so **you don't need to download anything in this repository** if you only want to use the datasets. | |
| TABLET datasets on Hugging Face are self-contained (each example already includes its table image and HTML), this resource provides access to the complete collection of table images and HTML files in one place. | |
| These files are particularly useful when developing with our [GitHub code](https://github.com/AlonsoApp/TABLET). | |
| #### TABLET datasets | |
| In case you just want to have access to the examples including their images in a self-contained ready-to-use dataset, here are all the TABLET subsets: | |
| - _(train)_ [**TABLET-Small**](https://huggingface.co/datasets/alonsoapp/TABLET-Small): The smallest TABLET subset, including **776,602 examples** across **14 tasks**. | |
| - _(train)_ [**TABLET-Medium**](https://huggingface.co/datasets/alonsoapp/TABLET-Medium): Includes all examples from _TABLET-Small_, plus **Column Type Annotation**, **Entity Linking**, and **Relation Extraction** tasks. Each task is capped at **140,000 examples**, resulting in a total of **1,117,217 training examples** across **17 tasks**. | |
| - _(train)_ [**TABLET-Large**](https://huggingface.co/datasets/alonsoapp/TABLET-Large): Includes all examples from _TABLET-Medium_ with **no cap** on task size, resulting in a total of **3,505,311 training examples** across **17 tasks**. | |
| - _(dev)_ [**TABLET-dev**](https://huggingface.co/datasets/alonsoapp/TABLET-dev): The **development** set of TABLET. | |
| - _(test)_ [**TABLET-test**](https://huggingface.co/datasets/alonsoapp/TABLET-test): The **test** set of TABLET. | |
| #### Downloading Table Files | |
| 1. **Download all files.** | |
| All TABLET train sets build on each other, `Small` is a subset of `Medium` which is also | |
| a subset of `Large`. You can download a smaller set and later expand it by downloading more parts. No need to re-download | |
| existing files. Merge all parts into the final dataset using the snippet in step 4. | |
| Note that the first chunk "small.tar.zst.part_00*" contains not only TABLET-Small but also TABLET-test, and TABLET-dev. | |
| ``` | |
| # TABLET-Small, TABLET-test, and TABLET-dev (483GB) | |
| wget -O small.tar.zst.part_001 https://huggingface.co/datasets/alonsoapp/TABLET-tables/resolve/main/small.tar.zst.part_001?download=true | |
| wget -O small.tar.zst.part_002 https://huggingface.co/datasets/alonsoapp/TABLET-tables/resolve/main/small.tar.zst.part_002?download=true | |
| wget -O small.tar.zst.part_003 https://huggingface.co/datasets/alonsoapp/TABLET-tables/resolve/main/small.tar.zst.part_003?download=true | |
| wget -O small.tar.zst.part_004 https://huggingface.co/datasets/alonsoapp/TABLET-tables/resolve/main/small.tar.zst.part_004?download=true | |
| wget -O small.tar.zst.part_005 https://huggingface.co/datasets/alonsoapp/TABLET-tables/resolve/main/small.tar.zst.part_005?download=true | |
| wget -O small.tar.zst.part_006 https://huggingface.co/datasets/alonsoapp/TABLET-tables/resolve/main/small.tar.zst.part_006?download=true | |
| wget -O small.tar.zst.part_007 https://huggingface.co/datasets/alonsoapp/TABLET-tables/resolve/main/small.tar.zst.part_007?download=true | |
| wget -O small.tar.zst.part_008 https://huggingface.co/datasets/alonsoapp/TABLET-tables/resolve/main/small.tar.zst.part_008?download=true | |
| wget -O small.tar.zst.part_009 https://huggingface.co/datasets/alonsoapp/TABLET-tables/resolve/main/small.tar.zst.part_009?download=true | |
| wget -O small.tar.zst.part_0010 https://huggingface.co/datasets/alonsoapp/TABLET-tables/resolve/main/small.tar.zst.part_0010?download=true | |
| wget -O small.tar.zst.part_0011 https://huggingface.co/datasets/alonsoapp/TABLET-tables/resolve/main/small.tar.zst.part_0011?download=true | |
| wget -O small.tar.zst.part_0012 https://huggingface.co/datasets/alonsoapp/TABLET-tables/resolve/main/small.tar.zst.part_0012?download=true | |
| wget -O small.tar.zst.part_0013 https://huggingface.co/datasets/alonsoapp/TABLET-tables/resolve/main/small.tar.zst.part_0013?download=true | |
| wget -O small.tar.zst.part_0014 https://huggingface.co/datasets/alonsoapp/TABLET-tables/resolve/main/small.tar.zst.part_0014?download=true | |
| wget -O small.tar.zst.part_0015 https://huggingface.co/datasets/alonsoapp/TABLET-tables/resolve/main/small.tar.zst.part_0015?download=true | |
| wget -O small.tar.zst.part_0016 https://huggingface.co/datasets/alonsoapp/TABLET-tables/resolve/main/small.tar.zst.part_0016?download=true | |
| wget -O small.tar.zst.part_0017 https://huggingface.co/datasets/alonsoapp/TABLET-tables/resolve/main/small.tar.zst.part_0017?download=true | |
| wget -O small.tar.zst.part_0018 https://huggingface.co/datasets/alonsoapp/TABLET-tables/resolve/main/small.tar.zst.part_0018?download=true | |
| wget -O small.tar.zst.part_0019 https://huggingface.co/datasets/alonsoapp/TABLET-tables/resolve/main/small.tar.zst.part_0019?download=true | |
| wget -O small.tar.zst.part_0020 https://huggingface.co/datasets/alonsoapp/TABLET-tables/resolve/main/small.tar.zst.part_0020?download=true | |
| wget -O small.tar.zst.part_0021 https://huggingface.co/datasets/alonsoapp/TABLET-tables/resolve/main/small.tar.zst.part_0021?download=true | |
| wget -O small.tar.zst.part_0022 https://huggingface.co/datasets/alonsoapp/TABLET-tables/resolve/main/small.tar.zst.part_0022?download=true | |
| wget -O small.tar.zst.part_0023 https://huggingface.co/datasets/alonsoapp/TABLET-tables/resolve/main/small.tar.zst.part_0023?download=true | |
| wget -O small.tar.zst.part_0024 https://huggingface.co/datasets/alonsoapp/TABLET-tables/resolve/main/small.tar.zst.part_0024?download=true | |
| wget -O small.tar.zst.part_0025 https://huggingface.co/datasets/alonsoapp/TABLET-tables/resolve/main/small.tar.zst.part_0025?download=true | |
| wget -O small.tar.zst.part_0026 https://huggingface.co/datasets/alonsoapp/TABLET-tables/resolve/main/small.tar.zst.part_0026?download=true | |
| wget -O small.tar.zst.part_0027 https://huggingface.co/datasets/alonsoapp/TABLET-tables/resolve/main/small.tar.zst.part_0027?download=true | |
| wget -O checksums_small.sha256 https://huggingface.co/datasets/alonsoapp/TABLET-tables/resolve/main/checksums_small.sha256?download=true | |
| # TABLET-Small complete: You already have all the tables needed for TABLET-Small, TABLET-test, and TABLET-dev. | |
| # TABLET-Medium (+146GB) | |
| wget -O medium.tar.zst.part_001 https://huggingface.co/datasets/alonsoapp/TABLET-tables/resolve/main/medium.tar.zst.part_001?download=true | |
| wget -O medium.tar.zst.part_002 https://huggingface.co/datasets/alonsoapp/TABLET-tables/resolve/main/medium.tar.zst.part_002?download=true | |
| wget -O medium.tar.zst.part_003 https://huggingface.co/datasets/alonsoapp/TABLET-tables/resolve/main/medium.tar.zst.part_003?download=true | |
| wget -O medium.tar.zst.part_004 https://huggingface.co/datasets/alonsoapp/TABLET-tables/resolve/main/medium.tar.zst.part_004?download=true | |
| wget -O medium.tar.zst.part_005 https://huggingface.co/datasets/alonsoapp/TABLET-tables/resolve/main/medium.tar.zst.part_005?download=true | |
| wget -O medium.tar.zst.part_006 https://huggingface.co/datasets/alonsoapp/TABLET-tables/resolve/main/medium.tar.zst.part_006?download=true | |
| wget -O medium.tar.zst.part_007 https://huggingface.co/datasets/alonsoapp/TABLET-tables/resolve/main/medium.tar.zst.part_007?download=true | |
| wget -O medium.tar.zst.part_008 https://huggingface.co/datasets/alonsoapp/TABLET-tables/resolve/main/medium.tar.zst.part_008?download=true | |
| wget -O medium.tar.zst.part_009 https://huggingface.co/datasets/alonsoapp/TABLET-tables/resolve/main/medium.tar.zst.part_009?download=true | |
| wget -O checksums_medium.sha256 https://huggingface.co/datasets/alonsoapp/TABLET-tables/resolve/main/checksums_medium.sha256?download=true | |
| # TABLET-Medium complete: You already have all the tables needed for TABLET-Medium. | |
| # TABLET-Large (+907GB) | |
| wget -O large.tar.zst.part_001 https://huggingface.co/datasets/alonsoapp/TABLET-tables/resolve/main/large.tar.zst.part_001?download=true | |
| wget -O large.tar.zst.part_002 https://huggingface.co/datasets/alonsoapp/TABLET-tables/resolve/main/large.tar.zst.part_002?download=true | |
| wget -O large.tar.zst.part_003 https://huggingface.co/datasets/alonsoapp/TABLET-tables/resolve/main/large.tar.zst.part_003?download=true | |
| wget -O large.tar.zst.part_004 https://huggingface.co/datasets/alonsoapp/TABLET-tables/resolve/main/large.tar.zst.part_004?download=true | |
| wget -O large.tar.zst.part_005 https://huggingface.co/datasets/alonsoapp/TABLET-tables/resolve/main/large.tar.zst.part_005?download=true | |
| wget -O large.tar.zst.part_006 https://huggingface.co/datasets/alonsoapp/TABLET-tables/resolve/main/large.tar.zst.part_006?download=true | |
| wget -O large.tar.zst.part_007 https://huggingface.co/datasets/alonsoapp/TABLET-tables/resolve/main/large.tar.zst.part_007?download=true | |
| wget -O large.tar.zst.part_008 https://huggingface.co/datasets/alonsoapp/TABLET-tables/resolve/main/large.tar.zst.part_008?download=true | |
| wget -O large.tar.zst.part_009 https://huggingface.co/datasets/alonsoapp/TABLET-tables/resolve/main/large.tar.zst.part_009?download=true | |
| wget -O large.tar.zst.part_0010 https://huggingface.co/datasets/alonsoapp/TABLET-tables/resolve/main/large.tar.zst.part_0010?download=true | |
| wget -O large.tar.zst.part_0011 https://huggingface.co/datasets/alonsoapp/TABLET-tables/resolve/main/large.tar.zst.part_0011?download=true | |
| wget -O large.tar.zst.part_0012 https://huggingface.co/datasets/alonsoapp/TABLET-tables/resolve/main/large.tar.zst.part_0012?download=true | |
| wget -O large.tar.zst.part_0013 https://huggingface.co/datasets/alonsoapp/TABLET-tables/resolve/main/large.tar.zst.part_0013?download=true | |
| wget -O large.tar.zst.part_0014 https://huggingface.co/datasets/alonsoapp/TABLET-tables/resolve/main/large.tar.zst.part_0014?download=true | |
| wget -O large.tar.zst.part_0015 https://huggingface.co/datasets/alonsoapp/TABLET-tables/resolve/main/large.tar.zst.part_0015?download=true | |
| wget -O large.tar.zst.part_0016 https://huggingface.co/datasets/alonsoapp/TABLET-tables/resolve/main/large.tar.zst.part_0016?download=true | |
| wget -O large.tar.zst.part_0017 https://huggingface.co/datasets/alonsoapp/TABLET-tables/resolve/main/large.tar.zst.part_0017?download=true | |
| wget -O large.tar.zst.part_0018 https://huggingface.co/datasets/alonsoapp/TABLET-tables/resolve/main/large.tar.zst.part_0018?download=true | |
| wget -O large.tar.zst.part_0019 https://huggingface.co/datasets/alonsoapp/TABLET-tables/resolve/main/large.tar.zst.part_0019?download=true | |
| wget -O large.tar.zst.part_0020 https://huggingface.co/datasets/alonsoapp/TABLET-tables/resolve/main/large.tar.zst.part_0020?download=true | |
| wget -O large.tar.zst.part_0021 https://huggingface.co/datasets/alonsoapp/TABLET-tables/resolve/main/large.tar.zst.part_0021?download=true | |
| wget -O large.tar.zst.part_0022 https://huggingface.co/datasets/alonsoapp/TABLET-tables/resolve/main/large.tar.zst.part_0022?download=true | |
| wget -O large.tar.zst.part_0023 https://huggingface.co/datasets/alonsoapp/TABLET-tables/resolve/main/large.tar.zst.part_0023?download=true | |
| wget -O large.tar.zst.part_0024 https://huggingface.co/datasets/alonsoapp/TABLET-tables/resolve/main/large.tar.zst.part_0024?download=true | |
| wget -O large.tar.zst.part_0025 https://huggingface.co/datasets/alonsoapp/TABLET-tables/resolve/main/large.tar.zst.part_0025?download=true | |
| wget -O large.tar.zst.part_0026 https://huggingface.co/datasets/alonsoapp/TABLET-tables/resolve/main/large.tar.zst.part_0026?download=true | |
| wget -O large.tar.zst.part_0027 https://huggingface.co/datasets/alonsoapp/TABLET-tables/resolve/main/large.tar.zst.part_0027?download=true | |
| wget -O large.tar.zst.part_0028 https://huggingface.co/datasets/alonsoapp/TABLET-tables/resolve/main/large.tar.zst.part_0028?download=true | |
| wget -O large.tar.zst.part_0029 https://huggingface.co/datasets/alonsoapp/TABLET-tables/resolve/main/large.tar.zst.part_0029?download=true | |
| wget -O checksums_large.sha256 https://huggingface.co/datasets/alonsoapp/TABLET-tables/resolve/main/checksums_large.sha256?download=true | |
| ``` | |
| 2. **Verify checksums (optional):** | |
| ``` | |
| sha256sum -c checksums_small.sha256 | |
| sha256sum -c checksums_medium.sha256 | |
| sha256sum -c checksums_large.sha256 | |
| ``` | |
| Re-download any files that do not pass the check | |
| 3. **Stream-extract the parts:** | |
| ``` | |
| cat small.tar.zst.part_* | zstd -d -T0 | tar -xf - | |
| rm small.tar.zst.part_* | |
| cat medium.tar.zst.part_* | zstd -d -T0 | tar -xf - | |
| rm medium.tar.zst.part_* | |
| cat large.tar.zst.part_* | zstd -d -T0 | tar -xf - | |
| rm large.tar.zst.part_* | |
| ``` | |
| 4. **Merge into the same directory using rsync:** | |
| ``` | |
| mv ./small/ ./resources/ | |
| rsync -zavhP --remove-source-files ./medium/tables/ ./resources/tables/ | |
| rsync -zavhP --remove-source-files ./large/tables/ ./resources/tables/ | |
| ``` | |
| 5. **Resources path** | |
| You can place the `tables` folder under `./resources/` at the root of [this project](https://github.com/AlonsoApp/TABLET) or put it on a separate location (e.g. a high capacity drive). | |
| If using a custom path, export it as an environment variable: | |
| ``` | |
| export TABLET_RESOURCES="/media/hdd/resources/" # Your custom path to resources | |
| ``` | |
| Once finished, the `./resources/tables/` the folder should look like this: | |
| ``` | |
| . | |
| ├── html | |
| │ ├── highlighted | |
| │ │ ├── ToTTo | |
| │ │ │ ├── fetaqa | |
| │ │ │ │ ├── dev | |
| │ │ │ │ ├── test | |
| │ │ │ │ └── train | |
| │ │ │ └── totto | |
| │ │ │ ├── dev | |
| │ │ │ ├── test | |
| │ │ │ └── train | |
| │ │ └── TURL | |
| │ │ ├── col_type | |
| │ │ │ ├── dev | |
| │ │ │ ├── test | |
| │ │ │ └── train | |
| │ │ ├── ent_link | |
| │ │ │ ├── dev | |
| │ │ │ ├── test | |
| │ │ │ └── train | |
| │ │ └── rel_extraction | |
| │ │ ├── dev | |
| │ │ ├── test | |
| │ │ └── train | |
| │ └── raw | |
| │ ├── HybridQA | |
| │ ├── InfoTabs | |
| │ ├── NSF | |
| │ ├── PubTabNet | |
| │ ├── StatCan | |
| │ ├── TabFact | |
| │ ├── TABMWP | |
| │ ├── TAT-QA | |
| │ ├── ToTTo | |
| │ ├── TURL | |
| │ ├── WikiBIO | |
| │ └── WikiTableQuestions | |
| └── img | |
| ├── highlighted | |
| │ ├── ToTTo | |
| │ │ ├── fetaqa | |
| │ │ │ ├── dev | |
| │ │ │ ├── test | |
| │ │ │ └── train | |
| │ │ └── totto | |
| │ │ ├── dev | |
| │ │ ├── test | |
| │ │ └── train | |
| │ └── TURL | |
| │ ├── col_type | |
| │ │ ├── dev | |
| │ │ ├── test | |
| │ │ └── train | |
| │ ├── ent_link | |
| │ │ ├── dev | |
| │ │ ├── test | |
| │ │ └── train | |
| │ └── rel_extraction | |
| │ ├── dev | |
| │ ├── test | |
| │ └── train | |
| └── raw | |
| ├── HybridQA | |
| ├── InfoTabs | |
| ├── NSF | |
| ├── PubTabNet | |
| ├── StatCan | |
| ├── TabFact | |
| ├── TABMWP | |
| ├── TAT-QA | |
| ├── ToTTo | |
| ├── TURL | |
| ├── WikiBIO | |
| └── WikiTableQuestions | |
| ``` |