Created
December 5, 2011 08:54
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Casual MySQL profiler using "SHOW FULL PROCESSLIST"
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#!/usr/bin/env python | |
# coding: utf-8 | |
"""myprofiler - Casual MySQL Profiler | |
https://github.com/methane/myprofiler | |
""" | |
import os | |
import sys | |
import re | |
from time import sleep | |
from collections import defaultdict | |
from ConfigParser import SafeConfigParser | |
from optparse import OptionParser | |
try: | |
import MySQLdb # MySQL-python | |
except ImportError: | |
try: | |
import pymysql as MySQLdb # PyMySQL | |
except ImportError: | |
print "Please install MySQLdb or PyMySQL" | |
sys.exit(1) | |
CMD_PROCESSLIST = "show full processlist" | |
def connect(conf='~/.my.cnf', section='DEFAULT'): | |
""" | |
connect to MySQL from conf file. | |
""" | |
parser = SafeConfigParser() | |
parser.read([os.path.expanduser(conf)]) | |
host = parser.get(section, 'host') | |
user = parser.get(section, 'user') | |
password = parser.get(section, 'password') | |
if parser.has_option(section, 'port'): | |
return MySQLdb.connect(host=host, user=user, passwd=password, port=port) | |
else: | |
return MySQLdb.connect(host=host, user=user, passwd=password) | |
def processlist(con): | |
con.query(CMD_PROCESSLIST) | |
for row in con.store_result().fetch_row(maxrows=200, how=1): | |
if row['Info']: | |
yield row['Info'] | |
def normalize_query(row): | |
""" | |
Modify query to summarize. | |
""" | |
row = ' '.join(row.split()) | |
subs = [ | |
(r"\b\d+\b", "N"), | |
(r"\b0x[0-9A-Fa-f]+\b", "0xN"), | |
(r"(\\')", ''), | |
(r'(\\")', ''), | |
(r"'[^']+'", "'S'"), | |
(r'"[^"]+"', '"S"'), | |
(r'(([NS],){4,})', r'...'), | |
] | |
for pat,sub in subs: | |
row = re.sub(pat, sub, row) | |
return row | |
def build_option_parser(): | |
parser = OptionParser() | |
parser.add_option( | |
'-o', '--out', | |
help="write raw queries to this file.", | |
) | |
parser.add_option( | |
'-c', '--config', | |
help="read MySQL configuration from. (default: '~/.my.cnf'", | |
default='~/.my.cnf' | |
) | |
parser.add_option( | |
'-s', '--section', | |
help="read MySQL configuration from this section. (default: '[DEFAULT]')", | |
default="DEFAULT" | |
) | |
parser.add_option( | |
'-n', '--num-summary', metavar="K", | |
help="show most K common queries. (default: 10)", | |
type="int", default=10 | |
) | |
parser.add_option( | |
'-i', '--interval', | |
help="Interval of executing show processlist [sec] (default: 1.0)", | |
type="float", default=1.0 | |
) | |
return parser | |
def show_summary(counter, limit, file=sys.stdout): | |
print >>file, '---' | |
items = counter.items() | |
items.sort(key=lambda x: x[1], reverse=True) | |
for query, count in items[:limit]: | |
print >>file, "%4d %s" % (count, query) | |
def main(): | |
parser = build_option_parser() | |
opts, args = parser.parse_args() | |
try: | |
outfile = None | |
if opts.out: | |
outfile = open(opts.out, "w") | |
con = connect(opts.config, opts.section) | |
except Exception, e: | |
parser.error(e) | |
counter = defaultdict(int) | |
try: | |
while True: | |
for row in processlist(con): | |
if row == CMD_PROCESSLIST: | |
continue | |
counter[normalize_query(row)] += 1 | |
if outfile: | |
print >>outfile, row | |
show_summary(counter, opts.num_summary) | |
sleep(opts.interval) | |
finally: | |
if outfile: | |
print >>outfile, "\nSummary" | |
show_summary(counter, opts.num_summary, outfile) | |
if __name__ == '__main__': | |
main() |
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