"""Build compact-format schema sequence matching paper's HF SFT dataset: table lists , columns = [ lists.list_id | primary key ; type: integer ; values: 1 ... ] foreign keys: ... """ import sys, os sys.path.insert(0, os.path.join(os.path.dirname(__file__), '..')) from utils.db_utils import detect_special_char, add_quotation_mark def get_compact_schema(schema, max_values=2): out = "database schema:\n" for table in schema["schema_items"]: tname = table["table_name"] if detect_special_char(tname): tname = add_quotation_mark(tname) col_lines = [] for cname, ctype, ccomment, ccontent, pk, *_ in zip( table["column_names"], table["column_types"], table["column_comments"], table["column_contents"], table["pk_indicators"] ): disp = add_quotation_mark(cname) if detect_special_char(cname) else cname qualified = f"{tname}.{disp}" parts = [] if pk: parts.append("primary key") parts.append(f"type: {ctype}") if ccomment: parts.append(f"meaning: {ccomment}") if ccontent: vals = " , ".join(str(v) for v in ccontent[:max_values]) parts.append(f"values: {vals}") col_lines.append(f" {qualified} | " + " ; ".join(parts)) out += f"table {tname} , columns = [\n" + "\n".join(col_lines) + "\n]\n" if schema.get("foreign_keys"): out += "foreign keys:\n" for fk in schema["foreign_keys"]: fk = [add_quotation_mark(p) if detect_special_char(p) else p for p in fk] out += f"{fk[0]}.{fk[1]} = {fk[2]}.{fk[3]}\n" else: out += "foreign keys: None\n" return out.strip() if __name__ == "__main__": import json dev = json.load(open('data/rebuttal_sft_bird_dev_text2sql.json')) s = dev[0] print(get_compact_schema(s['schema'])[:2000])