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Execute queries in parallel on MySQL; Producer-Consumer in Python
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import sys | |
import argparse | |
import mysql.connector | |
from queue import Queue | |
from concurrent.futures import ThreadPoolExecutor | |
def parseargs(): | |
parser = argparse.ArgumentParser(prog="mysql_queries_prod_consumer.py", add_help=False) | |
parser.add_argument('--help', action='help', help='show this help message and exit') | |
parser.add_argument("-h", dest="dbHost") | |
parser.add_argument("-u", dest="dbUser") | |
parser.add_argument("-p", dest="dbPass") | |
parser.add_argument("-t", dest="numWorkers", type=int, default=4) | |
parser.add_argument("queriesFile", help="Filename containing SQL queries to execute") | |
args = parser.parse_args() | |
return args | |
def consumer(queue, thd, argv): | |
dbHost = argv.dbHost | |
dbUser = argv.dbUser | |
dbPass = argv.dbPass | |
print(f"[{thd}] Connecting to MySQL {dbUser}@{dbHost}") | |
mydb = mysql.connector.connect(host=dbHost, user=dbUser, password=dbPass, autocommit=True) | |
cursor = mydb.cursor(dictionary=True) | |
print(f"[{thd}] Connected") | |
while not queue.empty(): | |
try: | |
item = queue.get() | |
print(f"[{thd}] Executing '{item[:50]}'") | |
cursor.execute(item) | |
except Exception as e: | |
print(f"!! [{thd}] Exception - {e}\n\n'{item}'") | |
queue.task_done() | |
print(f"-- Tasks Remaining: {queue.qsize()}") | |
def main(): | |
args = parseargs() | |
print(f"{args}") | |
numWorkers = args.numWorkers | |
queriesFile = args.queriesFile | |
print(f"-- Queries File: {queriesFile}") | |
print(f"-- DBH: {args.dbUser}@{args.dbHost}") | |
print(f"-- Thds: {args.numWorkers}") | |
q = Queue() | |
# This the 'producer'. Read queries from a file and add them to the queue | |
print("## Adding SQL to queue") | |
with open(queriesFile, 'r') as f: | |
for line in f: | |
q.put(line.strip()) | |
qsize = q.qsize() | |
if qsize < 1: | |
print("No queries added to queue") | |
sys.exit(1) | |
else: | |
print(f"{qsize} queries added to queue") | |
# Launch 8 consumer threads | |
print("## Launching threads") | |
with ThreadPoolExecutor(max_workers=numWorkers) as executor: | |
for i in range(numWorkers): | |
print(f"### Thread {i} starting") | |
executor.submit(consumer, q, i, args) | |
# Wait for all threads to finish | |
q.join() | |
if __name__ == "__main__": | |
main() |
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