مراجع:
استخدم الأمر التالي لتحميل مجموعة البيانات هذه في TFDS:
ds = tfds.load('huggingface:wikisql')
- وصف :
A large crowd-sourced dataset for developing natural language interfaces for relational databases
- الترخيص : لا يوجد ترخيص معروف
- الإصدار : 0.1.0
- الإنشقاقات :
ينقسم | أمثلة |
---|---|
'test' | 15878 |
'train' | 56355 |
'validation' | 8421 |
- سمات :
{
"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"
}
}
}