sysbench 随机数随机算法详解
https://www.percona.com/blog/2020/03/26/sysbench-and-the-random-distribution-effect/ 随机算法
https://www.jianshu.com/p/30933e0bebe7 自定义lua脚本
自定义lua脚本例子:
vim bank_transfer.lua
#!/usr/bin/env sysbench
--自定义参数
sysbench.cmdline.options = {
table_size =
{"Number of rows per table", 10000},
tables =
{"Number of tables", 1}
}
function thread_init()
print(string.format("start thread %d", sysbench.tid))
print(sysbench.opt.table_size)
drv = sysbench.sql.driver()
con = drv:connect()
end
function thread_done()
print(string.format("stop thread %d", sysbench.tid))
con:disconnect()
end
local function get_table_num()
return sysbench.rand.uniform(1, sysbench.opt.tables)
end
local function get_id()
return sysbench.rand.default(1, sysbench.opt.table_size)
end
function event()
local from = get_id()
local to = get_id()
local table_num = get_table_num()
local amount = sysbench.rand.default(1, 100)
while(from == to)
do
to = get_id()
end
con:query("BEGIN")
local rs = con:query(string.format([[
SELECT id, balance FROM account%d WHERE id IN (%d, %d) FOR UPDATE
]], table_num, from, to))
assert(rs.nrows == 2)
local row_from = rs:fetch_row()
local row_to = rs:fetch_row()
if row_from[1] ~= from then
row_from, row_to = row_to, row_from
end
if row_from[2] - amount < 0 then
con:query("ROLLBACK")
return
end
con:query(string.format([[
UPDATE account%d SET balance = balance - %d WHERE id = %d
]], table_num, amount, from))
con:query(string.format([[
UPDATE account%d SET balance = balance + %d WHERE id = %d
]], table_num, amount, to))
con:query("COMMIT")
end
function cmd_prepare()
local drv = sysbench.sql.driver()
local con = drv:connect()
for i = sysbench.tid % sysbench.opt.threads + 1, sysbench.opt.tables, sysbench.opt
.threads do
create_table(drv, con, i)
end
end
sysbench.cmdline.commands = {
prepare = {cmd_prepare, sysbench.cmdline.PARALLEL_COMMAND}
}
function create_table(drv, con, table_num)
print(string.format("Creating table 'account%d'...", table_num))
local query = string.format([[
CREATE TABLE account%d(
id INTEGER NOT NULL,
balance INTEGER DEFAULT '1000' NOT NULL,
PRIMARY KEY (id)
)]], table_num)
con:query(query)
if (sysbench.opt.table_size > 0) then
print(string.format("Inserting %d records into 'account%d'",
sysbench.opt.table_size, table_num))
end
query = "INSERT INTO account" .. table_num .. "(id, balance) VALUES"
con:bulk_insert_init(query)
for i = 1, sysbench.opt.table_size do
query = string.format("(%d, %d)", i, 1000)
con:bulk_insert_next(query)
end
con:bulk_insert_done()
end
function cleanup()
local drv = sysbench.sql.driver()
local con = drv:connect()
for i = 1, sysbench.opt.tables do
print(string.format("Dropping table 'account%d'...", i))
con:query("DROP TABLE IF EXISTS account" .. i)
end
end
#######################################
vim oltp_commonv1.lua
-- Copyright (C) 2006-2018 Alexey Kopytov <akopytov@gmail.com>
-- This program is free software; you can redistribute it and/or modify
-- it under the terms of the GNU General Public License as published by
-- the Free Software Foundation; either version 2 of the License, or
-- (at your option) any later version.
-- This program is distributed in the hope that it will be useful,
-- but WITHOUT ANY WARRANTY; without even the implied warranty of
-- MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
-- GNU General Public License for more details.
-- You should have received a copy of the GNU General Public License
-- along with this program; if not, write to the Free Software
-- Foundation, Inc., 51 Franklin Street, Fifth Floor, Boston, MA 02110-1301 USA
-- -----------------------------------------------------------------------------
-- Common code for OLTP benchmarks.
-- -----------------------------------------------------------------------------
function init()
assert(event ~= nil,
"this script is meant to be included by other OLTP scripts and " ..
"should not be called directly.")
end
if sysbench.cmdline.command == nil then
error("Command is required. Supported commands: prepare, warmup, run, " ..
"cleanup, help")
end
-- Command line options
sysbench.cmdline.options = {
table_size =
{"Number of rows per table", 10000},
range_size =
{"Range size for range SELECT queries", 100},
tables =
{"Number of tables", 1},
point_selects =
{"Number of point SELECT queries per transaction", 10},
simple_ranges =
{"Number of simple range SELECT queries per transaction", 1},
sum_ranges =
{"Number of SELECT SUM() queries per transaction", 1},
order_ranges =
{"Number of SELECT ORDER BY queries per transaction", 1},
distinct_ranges =
{"Number of SELECT DISTINCT queries per transaction", 1},
index_updates =
{"Number of UPDATE index queries per transaction", 1},
non_index_updates =
{"Number of UPDATE non-index queries per transaction", 1},
delete_inserts =
{"Number of DELETE/INSERT combinations per transaction", 1},
range_selects =
{"Enable/disable all range SELECT queries", true},
auto_inc =
{"Use AUTO_INCREMENT column as Primary Key (for MySQL), " ..
"or its alternatives in other DBMS. When disabled, use " ..
"client-generated IDs", true},
create_table_options =
{"Extra CREATE TABLE options", ""},
skip_trx =
{"Don't start explicit transactions and execute all queries " ..
"in the AUTOCOMMIT mode", false},
secondary =
{"Use a secondary index in place of the PRIMARY KEY", false},
create_secondary =
{"Create a secondary index in addition to the PRIMARY KEY", true},
reconnect =
{"Reconnect after every N events. The default (0) is to not reconnect",
0},
mysql_storage_engine =
{"Storage engine, if MySQL is used", "innodb"},
pgsql_variant =
{"Use this PostgreSQL variant when running with the " ..
"PostgreSQL driver. The only currently supported " ..
"variant is 'redshift'. When enabled, " ..
"create_secondary is automatically disabled, and " ..
"delete_inserts is set to 0"}
}
-- Prepare the dataset. This command supports parallel execution, i.e. will
-- benefit from executing with --threads > 1 as long as --tables > 1
function cmd_prepare()
local drv = sysbench.sql.driver()
local con = drv:connect()
for i = sysbench.tid % sysbench.opt.threads + 1, sysbench.opt.tables,
sysbench.opt.threads do
create_table(drv, con, i)
end
end
-- Preload the dataset into the server cache. This command supports parallel
-- execution, i.e. will benefit from executing with --threads > 1 as long as
-- --tables > 1
--
-- PS. Currently, this command is only meaningful for MySQL/InnoDB benchmarks
function cmd_warmup()
local drv = sysbench.sql.driver()
local con = drv:connect()
assert(drv:name() == "mysql", "warmup is currently MySQL only")
-- Do not create on disk tables for subsequent queries
con:query("SET tmp_table_size=2*1024*1024*1024")
con:query("SET max_heap_table_size=2*1024*1024*1024")
for i = sysbench.tid % sysbench.opt.threads + 1, sysbench.opt.tables,
sysbench.opt.threads do
local t = "t_order"
print("Preloading table " .. t)
--con:query("ANALYZE TABLE sbtest" .. i)
con:query(string.format(
"SELECT AVG(id) FROM " ..
"(SELECT * FROM %s FORCE KEY (PRIMARY) " ..
"LIMIT %u) t",
t, sysbench.opt.table_size))
con:query(string.format(
"SELECT COUNT(*) FROM " ..
"(SELECT * FROM %s WHERE status LIKE '%%0%%' LIMIT %u) t",
t, sysbench.opt.table_size))
end
end
-- Implement parallel prepare and warmup commands, define 'prewarm' as an alias
-- for 'warmup'
sysbench.cmdline.commands = {
prepare = {cmd_prepare, sysbench.cmdline.PARALLEL_COMMAND},
warmup = {cmd_warmup, sysbench.cmdline.PARALLEL_COMMAND},
prewarm = {cmd_warmup, sysbench.cmdline.PARALLEL_COMMAND}
}
-- Template strings of random digits with 11-digit groups separated by dashes
-- 10 groups, 119 characters
local c_value_template = "###########-###########-###########-"
-- "###########-###########-###########-" ..
-- "###########-###########-###########-" ..
-- "###########"
-- 5 groups, 59 characters
local pad_value_template = "###########-###########-###########-" ..
"###########-###########"
function get_c_value()
return sysbench.rand.string(c_value_template)
end
function get_pad_value()
return sysbench.rand.string(pad_value_template)
end
function create_table(drv, con, table_num)
-- local id_index_def, id_def
-- local engine_def = ""
-- local extra_table_options = ""
-- local query
--
-- if sysbench.opt.secondary then
-- id_index_def = "KEY xid"
-- else
-- id_index_def = "PRIMARY KEY"
-- end
--
-- if drv:name() == "mysql"
-- then
-- if sysbench.opt.auto_inc then
-- id_def = "INTEGER NOT NULL AUTO_INCREMENT"
-- else
-- id_def = "INTEGER NOT NULL"
-- end
-- engine_def = "/*! ENGINE = " .. sysbench.opt.mysql_storage_engine .. " */"
-- elseif drv:name() == "pgsql"
-- then
-- if not sysbench.opt.auto_inc then
-- id_def = "INTEGER NOT NULL"
-- elseif pgsql_variant == 'redshift' then
-- id_def = "INTEGER IDENTITY(1,1)"
-- else
-- id_def = "SERIAL"
-- end
-- else
-- error("Unsupported database driver:" .. drv:name())
-- end
--
-- print(string.format("Creating table 'sbtest%d'...", table_num))
--
-- query = string.format([[
--CREATE TABLE sbtest%d(
-- id %s,
-- k INTEGER DEFAULT '0' NOT NULL,
-- c CHAR(120) DEFAULT '' NOT NULL,
-- pad CHAR(60) DEFAULT '' NOT NULL,
-- %s (id)
--) %s %s]],
-- table_num, id_def, id_index_def, engine_def,
-- sysbench.opt.create_table_options)
--
-- con:query(query)
if (sysbench.opt.table_size > 0) then
print(string.format("Inserting %d records into 'sbtest'",
sysbench.opt.table_size))
end
if sysbench.opt.auto_inc then
query = "INSERT INTO t_order (user_id, status) VALUES"
else
query = "INSERT INTO t_order (order_id, user_id, status) VALUES"
end
con:bulk_insert_init(query)
local c_val
local pad_val
for i = 1, sysbench.opt.table_size do
c_val = get_c_value()
pad_val = get_pad_value()
if (sysbench.opt.auto_inc) then
query = string.format("(%d, '%s')",
sysbench.rand.default(1, sysbench.opt.table_size),
c_val)
else
query = string.format("(%d, %d, '%s')",
i,
sysbench.rand.default(1, sysbench.opt.table_size),
c_val)
end
con:bulk_insert_next(query)
end
con:bulk_insert_done()
-- if sysbench.opt.create_secondary then
-- print(string.format("Creating a secondary index on 'sbtest%d'...",
-- table_num))
-- con:query(string.format("CREATE INDEX k_%d ON sbtest%d(k)",
-- table_num, table_num))
-- end
end
local t = sysbench.sql.type
local stmt_defs = {
point_selects = {
"SELECT status FROM t_order WHERE order_id=?",
t.INT},
simple_ranges = {
"SELECT status FROM t_order WHERE order_id BETWEEN ? AND ?",
t.INT, t.INT},
sum_ranges = {
"SELECT SUM(user_id) FROM t_order WHERE order_id BETWEEN ? AND ?",
t.INT, t.INT},
order_ranges = {
"SELECT status FROM t_order WHERE order_id BETWEEN ? AND ? ORDER BY c",
t.INT, t.INT},
distinct_ranges = {
"SELECT DISTINCT status FROM t_order WHERE order_id BETWEEN ? AND ? ORDER BY c",
t.INT, t.INT},
index_updates = {
"UPDATE t_order SET user_id=user_id+1 WHERE order_id=?",
t.INT},
non_index_updates = {
"UPDATE t_order SET status=? WHERE order_id=?",
{t.CHAR, 50}, t.INT},
deletes = {
"DELETE FROM t_order WHERE order_id=?",
t.INT},
inserts = {
"INSERT INTO t_order (order_id, user_id, status) VALUES (?, ?, ?)",
t.INT, t.INT, {t.CHAR, 50}},
}
function prepare_begin()
stmt.begin = con:prepare("BEGIN")
end
function prepare_commit()
stmt.commit = con:prepare("COMMIT")
end
function prepare_for_each_table(key)
for t = 1, sysbench.opt.tables do
stmt[t][key] = con:prepare(string.format(stmt_defs[key][1], t))
local nparam = #stmt_defs[key] - 1
if nparam > 0 then
param[t][key] = {}
end
for p = 1, nparam do
local btype = stmt_defs[key][p+1]
local len
if type(btype) == "table" then
len = btype[2]
btype = btype[1]
end
if btype == sysbench.sql.type.VARCHAR or
btype == sysbench.sql.type.CHAR then
param[t][key][p] = stmt[t][key]:bind_create(btype, len)
else
param[t][key][p] = stmt[t][key]:bind_create(btype)
end
end
if nparam > 0 then
stmt[t][key]:bind_param(unpack(param[t][key]))
end
end
end
function prepare_point_selects()
prepare_for_each_table("point_selects")
end
function prepare_simple_ranges()
prepare_for_each_table("simple_ranges")
end
function prepare_sum_ranges()
prepare_for_each_table("sum_ranges")
end
function prepare_order_ranges()
prepare_for_each_table("order_ranges")
end
function prepare_distinct_ranges()
prepare_for_each_table("distinct_ranges")
end
function prepare_index_updates()
prepare_for_each_table("index_updates")
end
function prepare_non_index_updates()
prepare_for_each_table("non_index_updates")
end
function prepare_delete_inserts()
prepare_for_each_table("deletes")
prepare_for_each_table("inserts")
end
function thread_init()
drv = sysbench.sql.driver()
con = drv:connect()
-- Create global nested tables for prepared statements and their
-- parameters. We need a statement and a parameter set for each combination
-- of connection/table/query
stmt = {}
param = {}
for t = 1, sysbench.opt.tables do
stmt[t] = {}
param[t] = {}
end
-- This function is a 'callback' defined by individual benchmark scripts
prepare_statements()
end
-- Close prepared statements
function close_statements()
for t = 1, sysbench.opt.tables do
for k, s in pairs(stmt[t]) do
stmt[t][k]:close()
end
end
if (stmt.begin ~= nil) then
stmt.begin:close()
end
if (stmt.commit ~= nil) then
stmt.commit:close()
end
end
function thread_done()
close_statements()
con:disconnect()
end
function cleanup()
local drv = sysbench.sql.driver()
local con = drv:connect()
for i = 1, sysbench.opt.tables do
print(string.format("Dropping table 'sbtest%d'...", i))
con:query("DROP TABLE IF EXISTS t_order" )
end
end
local function get_table_num()
return sysbench.rand.uniform(1, sysbench.opt.tables)
end
local function get_id()
return sysbench.rand.default(1, sysbench.opt.table_size)
end
function begin()
stmt.begin:execute()
end
function commit()
stmt.commit:execute()
end
function execute_point_selects()
local tnum = get_table_num()
local i
for i = 1, sysbench.opt.point_selects do
param[tnum].point_selects[1]:set(get_id())
stmt[tnum].point_selects:execute()
end
end
local function execute_range(key)
local tnum = get_table_num()
for i = 1, sysbench.opt[key] do
local id = get_id()
param[tnum][key][1]:set(id)
param[tnum][key][2]:set(id + sysbench.opt.range_size - 1)
stmt[tnum][key]:execute()
end
end
function execute_simple_ranges()
execute_range("simple_ranges")
end
function execute_sum_ranges()
execute_range("sum_ranges")
end
function execute_order_ranges()
execute_range("order_ranges")
end
function execute_distinct_ranges()
execute_range("distinct_ranges")
end
function execute_index_updates()
local tnum = get_table_num()
for i = 1, sysbench.opt.index_updates do
param[tnum].index_updates[1]:set(get_id())
stmt[tnum].index_updates:execute()
end
end
function execute_non_index_updates()
local tnum = get_table_num()
for i = 1, sysbench.opt.non_index_updates do
param[tnum].non_index_updates[1]:set_rand_str(c_value_template)
param[tnum].non_index_updates[2]:set(get_id())
stmt[tnum].non_index_updates:execute()
end
end
function execute_delete_inserts()
local tnum = get_table_num()
for i = 1, sysbench.opt.delete_inserts do
local id = get_id()
local k = get_id()
param[tnum].deletes[1]:set(id)
param[tnum].inserts[1]:set(id)
param[tnum].inserts[2]:set(k)
param[tnum].inserts[3]:set_rand_str(c_value_template)
--param[tnum].inserts[4]:set_rand_str(pad_value_template)
stmt[tnum].deletes:execute()
stmt[tnum].inserts:execute()
end
end
-- Re-prepare statements if we have reconnected, which is possible when some of
-- the listed error codes are in the --mysql-ignore-errors list
function sysbench.hooks.before_restart_event(errdesc)
if errdesc.sql_errno == 2013 or -- CR_SERVER_LOST
errdesc.sql_errno == 2055 or -- CR_SERVER_LOST_EXTENDED
errdesc.sql_errno == 2006 or -- CR_SERVER_GONE_ERROR
errdesc.sql_errno == 2011 -- CR_TCP_CONNECTION
then
close_statements()
prepare_statements()
end
end
function check_reconnect()
if sysbench.opt.reconnect > 0 then
transactions = (transactions or 0) + 1
if transactions % sysbench.opt.reconnect == 0 then
close_statements()
con:reconnect()
prepare_statements()
end
end
end
function prepare_statements()
if not sysbench.opt.skip_trx then
prepare_begin()
prepare_commit()
end
prepare_index_updates()
prepare_non_index_updates()
prepare_delete_inserts()
end
function event()
if not sysbench.opt.skip_trx then
begin()
end
--execute_index_updates()
execute_non_index_updates()
execute_delete_inserts()
if not sysbench.opt.skip_trx then
commit()
end
check_reconnect()
end
--function prepare_statements()
-- prepare_point_selects()
--
-- if not sysbench.opt.skip_trx then
-- prepare_begin()
-- prepare_commit()
-- end
--
-- if sysbench.opt.range_selects then
-- prepare_simple_ranges()
-- prepare_sum_ranges()
-- prepare_order_ranges()
-- prepare_distinct_ranges()
-- end
--end
--
--function event()
-- if not sysbench.opt.skip_trx then
-- begin()
-- end
--
-- execute_point_selects()
--
-- if sysbench.opt.range_selects then
-- execute_simple_ranges()
-- execute_sum_ranges()
-- execute_order_ranges()
-- execute_distinct_ranges()
-- end
--
-- if not sysbench.opt.skip_trx then
-- commit()
-- end
--
-- check_reconnect()
--end
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