(sqls, db_places, num_cpus=1, iterate_num=100, meta_time_out=30.0)
| 101 | |
| 102 | |
| 103 | def run_sqls_parallel(sqls, db_places, num_cpus=1, iterate_num=100, meta_time_out=30.0): |
| 104 | pool = mp.Pool(processes=num_cpus) |
| 105 | for i, sql_pair in enumerate(sqls): |
| 106 | predicted_sql, ground_truth = sql_pair |
| 107 | pool.apply_async(execute_model, args=(predicted_sql, ground_truth, |
| 108 | db_places[i], i, iterate_num, meta_time_out), callback=result_callback) |
| 109 | pool.close() |
| 110 | pool.join() |
| 111 | |
| 112 | |
| 113 | def sort_results(list_of_dicts): |