metadata

license: cc-by-4.0
task_categories:
  - text-generation
language:
  - en
size_categories:
  - n<1K

BIQA Text-to-SQL Dataset

The data is from the Stack Overflow Developer Survey 2023.

Created with this Notebook; uses this spreadsheet defining manual adjustments.

data/eval_set_multi_answers_res.json: Question and query pairs as list of SQLSamples with possibly more than one valid SQL for a question. Also results included.
data/survey_results_normalized_v2.db: The main sqlite db file.

The json file contains a list of SQLSample objects as defined:

@dataclass
class SQLQuery:
    query: str
    results: Optional[list[tuple]] = None

@dataclass
class SQLSample:
    question: str
    labels: list[SQLQuery]
    prediction: Optional[SQLQuery] = None
    pred_eval: str = ""
    comment: str = ""

Can be read in through the code from the related repository.