References:
Use the following command to load this dataset in TFDS:
ds = tfds.load('huggingface:wikisql')
- Description:
A large crowd-sourced dataset for developing natural language interfaces for relational databases
- License: No known license
- Version: 0.1.0
- Splits:
| Split | Examples |
|---|---|
'test' |
15878 |
'train' |
56355 |
'validation' |
8421 |
- Features:
{
"phase": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"question": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"table": {
"header": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"page_title": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"page_id": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"types": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"id": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"section_title": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"caption": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"rows": {
"feature": {
"feature": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"length": -1,
"id": null,
"_type": "Sequence"
},
"name": {
"dtype": "string",
"id": null,
"_type": "Value"
}
},
"sql": {
"human_readable": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"sel": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"agg": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"conds": {
"feature": {
"column_index": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"operator_index": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"condition": {
"dtype": "string",
"id": null,
"_type": "Value"
}
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
}