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Message #07360
Re: [GSoC] self-tuning optimizer
Hi serg,
I have implemented your suggestions. In the test case I created a table
with 25 rows. Explain for 'select * from t1 where a > 19' gave 'ALL' while
explain for 'select * from t1 where a > 20' gives range.
I have also written public methods ha_scan_time() and ha_read_time(). I
should replace every occurrence of handler::scan_time() with
ha_scan_time(), right? How do I make sure that I don't miss any place?
Also regarding making everything in the class Cost_factors static vs
creating an object and using it everywhere: cann't we use a namespace
Cost_factors? How is it done usually? I don't see much usage of namespaces
in the code.
I'll send the updated patch as soon as these things are sorted out.
Regards
Anshu
On Mon, Jun 9, 2014 at 11:25 PM, Sergei Golubchik <serg@xxxxxxxxxxx> wrote:
> Hi, Anshu!
>
> On Jun 08, Anshu Avinash wrote:
> > Hi all,
> >
> > As per serg comments on the previous commit, I have modified the code to
> > add an init function which will initialize all the cost factors at the
> > start of the server. The latest code is at
> > https://github.com/igniting/server/commits/selfTuningOptimizer. I have
> also
> > attached the diff here.
>
> Much better! Good work!
> See my comments below.
>
> > diff --git a/mysql-test/t/costmodel.test b/mysql-test/t/costmodel.test
> > --- /dev/null
> > +++ b/mysql-test/t/costmodel.test
> > @@ -0,0 +1,37 @@
> > +--disable_warnings
> > +DROP DATABASE IF EXISTS world;
> > +--enable_warnings
> > +
> > +CREATE DATABASE world;
> > +use world;
> > +
> > +--source include/world_schema.inc
> > +--disable_query_log
> > +--disable_result_log
> > +--disable_warnings
> > +--source include/world.inc
> > +--enable_query_log
> > +--enable_result_log
> > +--enable_warnings
> > +
> > +EXPLAIN
> > + SELECT c.name, ci.name FROM Country c, City ci
> > + WHERE c.capital=ci.id;
> > +
> > +use mysql;
> > +
> > +UPDATE optimizer_cost_factors
> > +SET const_value=1000.0
> > +WHERE const_name='READ_TIME_FACTOR';
> > +
> > +--enable_reconnect
> > +--exec echo "restart" > $MYSQLTEST_VARDIR/tmp/mysqld.1.expect
> > +--source include/wait_until_connected_again.inc
> > +
> > +use world;
> > +
> > +EXPLAIN
> > + SELECT c.name, ci.name FROM Country c, City ci
> > + WHERE c.capital=ci.id;
> > +
> > +DROP DATABASE world;
>
> This is a very correctly written test file. Good!
>
> But just to test whether READ_TIME_FACTOR and SCAN_TIME_FACTOR work,
> I'd suggest to use a simpler test, not a world database, not a join,
> but as I described in another email - one table, minimal structure,
> one simple SELECT.
>
> > diff --git a/scripts/mysql_system_tables.sql
> b/scripts/mysql_system_tables.sql
> > --- a/scripts/mysql_system_tables.sql
> > +++ b/scripts/mysql_system_tables.sql
> > @@ -229,3 +229,10 @@ CREATE TABLE IF NOT EXISTS index_stats (db_name
> varchar(64) NOT NULL, table_name
> > -- we avoid mixed-engine transactions.
> > set storage_engine=@orig_storage_engine;
> > CREATE TABLE IF NOT EXISTS gtid_slave_pos (domain_id INT UNSIGNED NOT
> NULL, sub_id BIGINT UNSIGNED NOT NULL, server_id INT UNSIGNED NOT NULL,
> seq_no BIGINT UNSIGNED NOT NULL, PRIMARY KEY (domain_id, sub_id))
> comment='Replication slave GTID position';
> > +
> > +-- Tables for Self Tuning Cost Optimizer
> > +
> > +CREATE TABLE IF NOT EXISTS optimizer_cost_factors (const_name
> varchar(64) NOT NULL, const_value double NOT NULL, PRIMARY KEY (const_name)
> ) ENGINE=MyISAM CHARACTER SET utf8 COLLATE utf8_bin comment='Constants for
> optimizer';
>
> please, make it latin1, not utf8. We don't need to support utf8 names for
> cost factors :)
>
> > +
> > +-- Remember for later if all_constants table already existed
> > +set @had_optimizer_cost_factors_table= @@warning_count != 0;
> > diff --git a/scripts/mysql_system_tables_data.sql
> b/scripts/mysql_system_tables_data.sql
> > --- a/scripts/mysql_system_tables_data.sql
> > +++ b/scripts/mysql_system_tables_data.sql
> > @@ -53,3 +53,9 @@ INSERT INTO tmp_proxies_priv VALUES ('localhost',
> 'root', '', '', TRUE, '', now(
> > REPLACE INTO tmp_proxies_priv SELECT @current_hostname, 'root', '', '',
> TRUE, '', now() FROM DUAL WHERE @current_hostname != 'localhost';
> > INSERT INTO proxies_priv SELECT * FROM tmp_proxies_priv WHERE
> @had_proxies_priv_table=0;
> > DROP TABLE tmp_proxies_priv;
> > +
> > +CREATE TEMPORARY TABLE tmp_optimizer_cost_factors LIKE
> optimizer_cost_factors;
> > +INSERT INTO tmp_optimizer_cost_factors VALUES ('READ_TIME_FACTOR', 1.0);
> > +INSERT INTO tmp_optimizer_cost_factors VALUES ('SCAN_TIME_FACTOR', 1.0);
> > +INSERT INTO optimizer_cost_factors SELECT * FROM
> tmp_optimizer_cost_factors WHERE @had_optimizer_cost_factors_table=0;
> > +DROP TABLE tmp_optimizer_cost_factors;
>
> Eh. I'd suggest to not use a temporary table and not use WHERE
> @had_optimizer_cost_factors_table
> but simply
>
> INSERT INTO optimizer_cost_factors VALUES ('READ_TIME_FACTOR', 1.0);
> INSERT INTO optimizer_cost_factors VALUES ('SCAN_TIME_FACTOR', 1.0);
>
> the difference is - if optimizer_cost_factors table already exists, your
> code will insert *nothing at all*. But the one I suggest will insert
> missing constants while keeping existing values intact. For example,
> if the table optimizer_cost_factors exists, and has only one row
> { READ_TIME_FACTOR, 10.0 }. Then after your script it will still have
> this one row, while after my suggested solution it'll be
>
> | READ_TIME_FACTOR | 10.0 |
> | SCAN_TIME_FACTOR | 1.0 |
>
> which, I think, is better. If you'd like you can even use INSERT IGNORE to
> ignore duplicate key errors. But they'll be ignored by the client anyway,
> so
> it doesn't matter much in this case.
>
> > diff --git a/sql/handler.h b/sql/handler.h
> > --- a/sql/handler.h
> > +++ b/sql/handler.h
> > @@ -2741,7 +2742,8 @@ public:
> > reset_statistics();
> > }
> > virtual double scan_time()
> > - { return ulonglong2double(stats.data_file_length) / IO_SIZE + 2; }
> > + { return Cost_factors::get_scan_time_factor() *
> > + (ulonglong2double(stats.data_file_length) / IO_SIZE + 2); }
>
> No, this is wrong. You use the scan factor *in the virtual method*,
> which means that every storage engine that overwrite handler::scan_time()
> will not use Cost_factors::get_scan_time_factor().
>
> The correct solution - see ha_index_init, ha_rnd_next, etc. You make
> handler::scan_time() a *protected* method. And create a public non-virtual
> method handler::ha_scan_time(). Like this
>
> double ha_scan_time()
> { return Cost_factors::scan_factor() * scan_time(); }
>
> (above I've also renamed the get_scan_time_factor() to be a bit shorter)
>
> > /**
> > The cost of reading a set of ranges from the table using an index
> > @@ -2755,7 +2757,7 @@ public:
> > using an index by calling it using read_time(index, 1, table_size).
> > */
> > virtual double read_time(uint index, uint ranges, ha_rows rows)
> > - { return rows2double(ranges+rows); }
> > + { return Cost_factors::get_read_time_factor() *
> rows2double(ranges+rows); }
>
> same here. While you have your cost factors in the virtual method,
> they won't have any effect on the optimizer, you should be able to
> see it in the test case.
>
> >
> > /**
> > Calculate cost of 'keyread' scan for given index and number of
> records.
> > diff --git a/sql/opt_costmodel.h b/sql/opt_costmodel.h
> > --- /dev/null
> > +++ b/sql/opt_costmodel.h
> > @@ -0,0 +1,25 @@
> > +/* Interface to get constants */
> > +
> > +#ifndef SQL_OPT_COSTMODEL_INCLUDED
> > +#define SQL_OPT_COSTMODEL_INCLUDED
> > +
> > +class Cost_factors
> > +{
> > +private:
> > + static bool isInitialized;
>
> please, try to stick to naming conventions that we have in MariaDB.
> as you might've noticed, we don't use camelCase.
>
> > + static double read_time_factor;
> > + static double scan_time_factor;
> > +
> > +public:
> > + static void init();
> > + static inline double get_read_time_factor()
> > + {
> > + return read_time_factor;
> > + }
> > + static inline double get_scan_time_factor()
> > + {
> > + return scan_time_factor;
> > + }
> > +};
>
> Ok, so you've made everything static and never instantiated a single
> instance
> of the Cost_factors class. I see. What benefits does this have as compared
> to
> making nothing inside the class static, but creating one static
> Cost_factors
> object?
>
> > +
> > +#endif /* SQL_OPT_COSTMODEL_INCLUDED */
> > diff --git a/sql/opt_costmodel.cc b/sql/opt_costmodel.cc
> > --- /dev/null
> > +++ b/sql/opt_costmodel.cc
> > @@ -0,0 +1,103 @@
> > +#include "sql_base.h"
> > +#include "key.h"
> > +#include "records.h"
> > +#include "opt_costmodel.h"
> > +
> > +/* Name of database to which the optimizer_cost_factors table belongs */
> > +static const LEX_STRING db_name= { C_STRING_WITH_LEN("mysql") };
> > +
> > +/* Name of all_constants table */
> > +static const LEX_STRING table_name = {
> C_STRING_WITH_LEN("optimizer_cost_factors") };
> > +
> > +/* Columns in the optimizer_cost_factors_table */
> > +enum cost_factors_col
> > +{
> > + COST_FACTORS_CONST_NAME,
> > + COST_FACTORS_CONST_VALUE
> > +};
> > +
> > +/* Name of the constants present in table */
> > +static const LEX_STRING read_time_factor_name = {
> C_STRING_WITH_LEN("READ_TIME_FACTOR") };
> > +static const LEX_STRING scan_time_factor_name = {
> C_STRING_WITH_LEN("SCAN_TIME_FACTOR") };
> > +
> > +/* Helper functions for Cost_factors::init() */
> > +
> > +static
> > +inline int open_table(THD *thd, TABLE_LIST *table,
> > + Open_tables_backup *backup,
> > + bool for_write)
> > +{
> > + enum thr_lock_type lock_type_arg= for_write? TL_WRITE: TL_READ;
> > + table->init_one_table(db_name.str, db_name.length, table_name.str,
> > + table_name.length, table_name.str,
> lock_type_arg);
> > + return open_system_tables_for_read(thd, table, backup);
> > +}
> > +
> > +static inline void clean_up(THD *thd)
> > +{
> > + close_mysql_tables(thd);
> > + delete thd;
> > +}
> > +
> > +/* Initialize static class members */
> > +bool Cost_factors::isInitialized= false;
> > +double Cost_factors::read_time_factor= 1.0;
> > +double Cost_factors::scan_time_factor= 1.0;
> > +
> > +/* Interface functions */
> > +
> > +void Cost_factors::init()
> > +{
> > + TABLE_LIST table_list;
> > + Open_tables_backup open_tables_backup;
> > + READ_RECORD read_record_info;
> > + TABLE *table;
> > + MEM_ROOT mem;
> > + init_sql_alloc(&mem, 1024, 0, MYF(0));
> > + THD *new_thd = new THD;
> > +
> > + if(!new_thd)
> > + {
> > + free_root(&mem, MYF(0));
> > + DBUG_VOID_RETURN;
> > + }
> > +
> > + new_thd->thread_stack= (char *) &new_thd;
> > + new_thd->store_globals();
> > + new_thd->set_db(db_name.str, db_name.length);
> > +
> > + if(open_table(new_thd, &table_list, &open_tables_backup, FALSE))
> > + {
> > + clean_up(new_thd);
> > + DBUG_VOID_RETURN;
>
> it's ok to do goto err: here and put the err: label at the end
> with the cleanup code - this pattern is used very often in MariaDB
>
> > + }
> > +
> > + table= table_list.table;
> > + if(init_read_record(&read_record_info, new_thd, table, NULL, 1, 0,
> FALSE))
> > + {
> > + clean_up(new_thd);
> > + DBUG_VOID_RETURN;
> > + }
> > +
> > + table->use_all_columns();
> > + while (!read_record_info.read_record(&read_record_info))
> > + {
> > + LEX_STRING const_name;
> > + const_name.str= get_field(&mem,
> table->field[COST_FACTORS_CONST_NAME]);
> > + const_name.length= strlen(const_name.str);
>
> you don't use const_name.length anywhere, you don't need LEX_STRING here.
>
> > +
> > + double const_value;
> > + const_value= table->field[COST_FACTORS_CONST_VALUE]->val_real();
> > + if(!strcmp(const_name.str, read_time_factor_name.str))
> > + {
> > + Cost_factors::read_time_factor= const_value;
> > + }
> > + else if(!strcmp(const_name.str, scan_time_factor_name.str))
> > + {
> > + Cost_factors::scan_time_factor= const_value;
> > + }
>
> To avoid many if/else if you can do like this:
>
> struct st_factor {
> const char *name;
> double *value;
> } factors = {
> { "READ_TIME_FACTOR", & Cost_factors::read_time_factor },
> { "SCAN_TIME_FACTOR", & Cost_factors::scan_time_factor },
> { 0, 0 }};
>
> or even
>
> #define FACTOR(X) { #X, &Cost_factors::X }
> struct st_factor {
> const char *name;
> double *value;
> } factors = {
> FACTOR(read_time_factor),
> FACTOR(scan_time_factor),
> { 0, 0 }};
>
> either way, instead of if/elseif you do
>
> for (st_factor *f= factors; f->name; f++)
> {
> if (strcasecmp(f->name, const_name) == 0)
> {
> *(f->value)= const_value;
> break;
> }
> }
> if (f->name == 0)
> sql_print_warning("Invalid row in the optimizer_cost_factors table:
> %s", const_name);
>
> > + }
> > +
> > + clean_up(new_thd);
> > + DBUG_VOID_RETURN;
> > +}
> Regards,
> Sergei
>
Follow ups
References
-
Re: [GSoC] Introduction Mail
From: Anshu Avinash, 2014-05-19
-
Re: [GSoC] Introduction Mail
From: Roberto Spadim, 2014-05-19
-
Re: [GSoC] Introduction Mail
From: Anshu Avinash, 2014-05-25
-
Re: [GSoC] self-tuning optimizer
From: Sergei Golubchik, 2014-05-26
-
Re: [GSoC] self-tuning optimizer
From: Roberto Spadim, 2014-05-27
-
Re: [GSoC] self-tuning optimizer
From: Sergei Golubchik, 2014-05-27
-
Re: [GSoC] self-tuning optimizer
From: Roberto Spadim, 2014-05-27
-
Re: [GSoC] self-tuning optimizer
From: Sergei Golubchik, 2014-05-27
-
Re: [GSoC] self-tuning optimizer
From: Roberto Spadim, 2014-05-27
-
Re: [GSoC] self-tuning optimizer
From: Anshu Avinash, 2014-06-08
-
Re: [GSoC] self-tuning optimizer
From: Sergei Golubchik, 2014-06-09