"""module contains performance tests for queries""" import time import sys from inspect import getmembers from inspect import isfunction from functools import wraps from gn3.db_utils import database_connection def timer(func): """time function""" @wraps(func) def wrapper_time(*args, **kwargs): """time wrapper""" start_time = time.perf_counter() results = func(*args, **kwargs) end_time = time.perf_counter() run_time = end_time - start_time print(f"the time taken is {run_time:.3f} seconds") return results return wrapper_time def query_executor(query: str, sql_uri: str, fetch_all: bool = True): """function to execute a query""" with database_connection(sql_uri) as conn: with conn.cursor() as cursor: cursor.execute(query) if fetch_all: return cursor.fetchall() return cursor.fetchone() def fetch_probeset_query(dataset_name: str): """contains queries for datasets""" query = f"""SELECT * from ProbeSetData where StrainID in (4, 5, 6, 7, 8, 9, 10, 11, 12, 14, 15, 17, 18, 19, 20, 21, 22, 24, 25, 26, 28, 29, 30, 31, 35, 36, 37, 39, 98, 99, 100, 103, 487, 105, 106, 110, 115,116, 117, 118, 119, 120, 919, 147, 121, 40, 41, 124, 125, 128, 135, 129, 130, 131, 132, 134, 138, 139, 140, 141, 142, 144, 145, 148, 149, 920, 922, 2, 3, 1, 1100) and id in (SELECT ProbeSetXRef.DataId FROM (ProbeSet, ProbeSetXRef, ProbeSetFreeze) WHERE ProbeSetXRef.ProbeSetFreezeId = ProbeSetFreeze.Id and ProbeSetFreeze.Name = '{dataset_name}' and ProbeSet.Id = ProbeSetXRef.ProbeSetId)""" return query @timer def perf_hc_m2_dataset(sql_uri: str): """test the default dataset HC_M2_0606_P""" dataset_name = "HC_M2_0606_P" print(f"Performance test for {dataset_name}") query_executor(fetch_probeset_query(dataset_name=dataset_name), sql_uri) @timer def perf_umutaffyexon_dataset(sql_uri): """largest dataset in gn""" dataset_name = "UMUTAffyExon_0209_RMA" print(f"Performance test for {dataset_name}") query_executor(fetch_probeset_query(dataset_name=dataset_name), sql_uri) def fetch_perf_functions(): """function to filter all functions strwith perf_""" name_func_dict = {name: func_obj for name, func_obj in getmembers(sys.modules[__name__], isfunction)if isfunction( func_obj) and func_obj.__module__ == __name__ and name.startswith('perf_')} return name_func_dict def fetch_cmd_args(): """function to fetch cmd args""" cmd_args = sys.argv[1:] name_func_dict = fetch_perf_functions() if len(cmd_args) > 0: callables = [func_call for name, func_call in name_func_dict.items() if name in cmd_args] return callables return list(name_func_dict.values()) if __name__ == '__main__': # Figure out how to pass the database uri here... Maybe use click. func_list = fetch_cmd_args() for func_obj in func_list: func_obj()