Created
October 9, 2017 06:55
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# -*- coding: utf-8 -*- | |
import argparse | |
import logging | |
import sys | |
import threading | |
import pymysql.cursors | |
from datetime import datetime | |
reload(sys) | |
sys.setdefaultencoding('utf8') | |
DATE_FORMAT = '%Y-%m-%d %H:%M:%S' | |
def db_conn(host, port, username, password, database, charset='utf8'): | |
return pymysql.connect( | |
host=host, | |
port=port, | |
user=username, | |
password=password, | |
db=database, | |
charset=charset, | |
cursorclass=pymysql.cursors.DictCursor) | |
class CleanTask(threading.Thread): | |
def __init__(self, from_dt, to_dt): | |
threading.Thread.__init__(self) | |
self.start_dt = from_dt | |
self.end_dt = to_dt | |
def run(self): | |
# tidb database | |
host = '10.30.1.4' | |
port = 4000 | |
username = 'root' | |
password = '' | |
database = 'lock_event_log' | |
conn = db_conn(host, port, username, password, database) | |
batch_size = 1000 | |
_dml = ''' | |
DELETE FROM `mbk_lock_event` | |
WHERE CREATE_TIME >= '%s' | |
AND CREATE_TIME < '%s' | |
LIMIT %d | |
''' | |
_start_dt= self.start_dt.strftime(DATE_FORMAT) | |
_end_dt= self.end_dt.strftime(DATE_FORMAT) | |
count = 0 | |
with conn.cursor() as cursor: | |
result = cursor.execute(_dml % (_start_dt, _end_dt, batch_size)) | |
conn.commit() | |
count += result | |
while result > 0: | |
result = cursor.execute(_dml % (_start_dt, _end_dt, batch_size)) | |
conn.commit() | |
count += result | |
logging.info('delete %d records, time range [%s, %s)', count, self.start_dt.strftime(DATE_FORMAT), self.end_dt.strftime(DATE_FORMAT)) | |
def dispatch_task(start_dt, end_dt, chunks): | |
logging.info('Start data processing...') | |
# dispatch task | |
tasks = [] | |
slot = (end_dt - start_dt) / chunks | |
n = 0 | |
for b, e in [(i*slot + start_dt, (i+1)*slot + start_dt) for i in xrange(chunks)]: | |
logging.info("Task %d, time range [%s, %s)", n, b.strftime(DATE_FORMAT), e.strftime(DATE_FORMAT)) | |
task = CleanTask(b, e) | |
tasks.append(task) | |
n += 1 | |
for t in tasks: | |
t.start() | |
for t in tasks: | |
t.join() | |
logging.info('Finish data processing') | |
def main(): | |
arg_parser = argparse.ArgumentParser() | |
arg_parser.add_argument('start_time', type=str, help='start time') | |
arg_parser.add_argument('end_time', type=str, help='end time') | |
arg_parser.add_argument('--chunks', type=int, default=1, help='# of chunks') | |
args = arg_parser.parse_args() | |
start_dt = datetime.strptime(args.start_time, DATE_FORMAT) | |
end_dt = datetime.strptime(args.end_time, DATE_FORMAT) | |
dispatch_task(start_dt, end_dt, args.chunks) | |
if __name__ == '__main__': | |
# define logging | |
root = logging.getLogger() | |
root.setLevel(logging.DEBUG) | |
ch = logging.StreamHandler(sys.stdout) | |
ch.setLevel(logging.DEBUG) | |
formatter = logging.Formatter('%(asctime)s - %(name)s - %(levelname)s - %(message)s') | |
ch.setFormatter(formatter) | |
root.addHandler(ch) | |
main() |
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