(example_format: str)

(self)

(self)

(selector_type: str)

(self, question, num_example, cross_domain=False)

( sql: str, db: str, instance_id: str, plug_value: bool = False, keep

(self, api, table_struct)

(self, sql, corrected_sql, sqls, res)

(self, sql, error)

(text)

(table_name, path_db=None, cur=None)

(self)

( s: str, field_values: List[str], m_theta: float = 0.85, s_theta: float = 0.85 )

(ce_json)

(self)

(table_name, path_db=None, cur=None)

(self, api)

(data)

(data_jsons)

(repr_type: str)

(db_id, tables_json)

(final_results)

(self, task, format_csv)

(text, tables_and_columns, tokenizer)

(sql_query, database_id, is_save, save_dir=None, file_name="result.csv", timeout=30)

(path, entry, add_description=False, add_sample_rows=False, gold_table_names=None, gold_column_names=None)

(db_path, query, save_dir=None, file_name="result.csv", chunksize=500)

(db_path, query, save_dir=None, file_name="result.csv", chunksize=500)

(test_path, sql_data, api, clear_des=False, full_tb_info=None)

(path_db)

(db_id, tables_json)

(text)

(self, mini_set=False)

(self, mini_set=False)

(tokenizer_type: str)

(self)

(self)

(row, schema_links, sub_questions, spider_schema, spider_foreign, args)

(OPENAI_API_KEY, OPENAI_GROUP_ID, model)

(self)

(log_path, logger_name=None)

(string)

(string)

(s: str)

(path)

(filepath, suffix)

(repre_js_pth, js_pth)

(df_csv, do_column_exploration)

(word)

(k1, k2, k_list)

(DATASET)

(jsonl_file)

(paths)

(s)

(args)

(args)

()

(args)

(args)

(args)

(q_col_match, q_tab_match, cell_match)

(row, schema_links, spider_schema, spider_foreign, args)

(sample, pred_results)

(parsed, output_path)

(l1: List, l2: List)

()

()

(response)

(element: Tuple, perm: Tuple)

(new_data)

(sql, schema_items, instance_id)

(sql, schema_items)

(query: str)

(sql_content, selected_tables_to_projDataset, file_name)

(self, sample)

(s1: str, s2: str)

(opt, eval_data, demonstration_set, similarity)

(tokenizer, input_seq, max_input_length, device)

(prefix_seq, tokenizer, max_prefix_length)

(sample, tokenizer)

(prefix_seq, target_seq, tokenizer, max_tokens)

(data, args)

(args)

(self, item, schema, validation_info)

(args)

(ddl_file, db_name_path)

(ddl_file, gold_table_names, entry=None)

(ddl_file, full_table_names_with_omit, entry)

(repr_type:str, k_shot: int, example_format: str, selector_type: str)

(sql_query, is_save)

(sql_query, is_save)

(db_path, query)

(result1: List[Tuple], result2: List[Tuple], order_matters: bool)

(file_path)

(file_path)

(self, examples, target)