Barkirina têketinek PostgreSQL ji ewr AWS

An jî piçek tetrisolojiya sepandî.
Her tiştê nû baş tê jibîrkirin kevn e.
Epigraphs.
Barkirina têketinek PostgreSQL ji ewr AWS

Formulkirina pirsgirêkê

Pêdivî ye ku pelê têketina PostgreSQL ya heyî bi awayekî periyodîk ji ewrê AWS-ê ber bi herêmî ve were dakêşandin. Linux mêvandar. Ne di wextê rast de, lê, bila em bibêjin, bi derengketinek piçûk.
Dema dakêşana nûvekirina pelê têketinê 5 hûrdem e.
Pelê têketinê di AWS de her demjimêrek tê zivirandin.

Amûrên bikar anîn

Ji bo dakêşana pelê têketinê ji mêvandar re, skrîptek bash tê bikar anîn ku gazî AWS API dike.aws rds daxistin-db-log-pel-beş".

Parametre:

  • -db-instance-nasname: Navê nimûneya AWS;
  • --log-pel-nav: navê pelê têketinê yê niha hatî çêkirin
  • --max-item: Hejmara giştî ya tiştên ku di derana fermanê de hatine vegerandin.Mezinahiya beşa pelê dakêşandî.
  • --Starting-token: Nîşana dest pê kirin

Di vê rewşa taybetî de, karê barkirina têketin di dema xebatê de rabû şopandina performansa pirsê ya PostgreSQL.

Û ew hêsan e - peywirek balkêş ji bo perwerdehî û cûrbecûr di demjimêrên xebatê de.
Ez ê texmîn bikim ku ji ber jiyana rojane pirsgirêk jixwe çareser bûye. Lê Google-ya bilez tu çareserî pêşniyar nekir, û min pir xwestek tune ku ez bi kûrahî bigerim. Bi her awayî, ew xebatek baş e.

Fermîkirina peywirê

Pela têketinê ya dawî ji gelek rêzikên dirêjahiya guhêrbar pêk tê. Bi grafîkî, pelê têketinê dikare bi vî rengî were temsîl kirin:
Barkirina têketinek PostgreSQL ji ewr AWS

Ma ew jixwe tiştek tîne bîra we? Çi têkiliya Tetris bi wê re heye? Û va ye ku ew bi wê re çi ye.
Ger em vebijarkên mimkun ên ku di dema barkirina pelê paşîn bi grafîkî de derdikevin holê (ji bo sadebûnê, di vê rewşê de, bila rêzik xwedî heman dirêjî bin), em digirin. Parçeyên Tetris yên standard:

1) Dosya bi tevahî tê daxistin û dawî ye. Mezinahiya beşê ji mezinahiya pelê ya paşîn mezintir e:
Barkirina têketinek PostgreSQL ji ewr AWS

2) Dosya berdewam dike. Mezinahiya perçeyê ji mezinahiya pelê ya paşîn piçûktir e:
Barkirina têketinek PostgreSQL ji ewr AWS

3) Dosya berdewamiya dosyaya berê ye û berdewamiya wê heye. Mezinahiya perçeyê ji mezinahiya mayî ya pelê dawî piçûktir e:
Barkirina têketinek PostgreSQL ji ewr AWS

4) Dosya berdewamiya dosyaya berê ye û ya dawî ye. Mezinahiya perçeyê ji mezinahiya mayî ya pelê dawî mezintir e:
Barkirina têketinek PostgreSQL ji ewr AWS

Kar ev e ku meriv çargoşeyekê bicivîne an li ser astek nû Tetris bilîze.
Barkirina têketinek PostgreSQL ji ewr AWS

Pirsgirêkên ku di dema çareserkirina pirsgirêkê de derdikevin

1) Zencîreyek ji 2 perçeyan bişewitînin

Barkirina têketinek PostgreSQL ji ewr AWS
Bi gelemperî, pirsgirêkên taybetî tune. Pirsgirêkek standard ji qursek bernameya destpêkê.

Mezinahiya xizmetê ya herî baş

Lê ev hinekî balkêştir e.
Mixabin, çu rê tune ku meriv piştî etîketa beşa destpêkê veqetandek bikar bîne:

Wekî ku hûn jixwe dizanin vebijark -destpêk-token tê bikar anîn da ku diyar bike ku meriv li ku derê dest bi pagînekirinê bike. Ev vebijark nirxên String digire ku tê vê wateyê ku heke hûn hewl bidin ku li ber rêzika Next Token nirxek neguhêzbar zêde bikin, vebijark dê wekî vebijark neyê hesibandin.

Û ji ber vê yekê, divê hûn wê bi hûrgulî bixwînin.
Ger hûn di beşên mezin de bixwînin, dê hejmara xwendinê hindik be, lê hêjî dê herî zêde be.
Ger hûn di beşên piçûk de bixwînin, wê hingê berevajî wê, dê hejmara xwendinê herî zêde be, lê hêjî dê hindik be.
Ji ber vê yekê, ji bo kêmkirina seyrûseferê û ji bo bedewiya giştî ya çareseriyê, min neçar ma ku çareseriyek peyda bikim, ku, mixabin, piçekî dişibihe qûnê.

Ji bo nimûne, ka em pêvajoya dakêşana pelê têketinê di 2 guhertoyên pir hêsankirî de bifikirin. Hejmara xwendinê di her du rewşan de bi mezinahiya beşê ve girêdayî ye.

1) Di beşên piçûk de bar bikin:
Barkirina têketinek PostgreSQL ji ewr AWS

2) Di beşên mezin de bar bikin:
Barkirina têketinek PostgreSQL ji ewr AWS

Wekî gelemperî, çareseriya çêtirîn di navîn de ye.
Mezinahiya xizmetê hindik e, lê di dema pêvajoya xwendinê de, mezinahî dikare were zêdekirin da ku hejmara xwendinê kêm bike.

Divê were zanîn ku pirsgirêka hilbijartina mezinahiya herî baş a beşa xwendinê hîn nehatiye çareser kirin û pêdivî bi lêkolîn û analîzek kûrtir heye. Dibe ku hinekî paşê.

Danasîna giştî ya pêkanînê

Tabloyên xizmetê têne bikaranîn

CREATE TABLE endpoint
(
id SERIAL ,
host text 
);

TABLE database
(
id SERIAL , 
…
last_aws_log_time text ,
last_aws_nexttoken text ,
aws_max_item_size integer 
);
last_aws_log_time — временная метка последнего загруженного лог-файла в формате YYYY-MM-DD-HH24.
last_aws_nexttoken — текстовая метка последней загруженной порции.
aws_max_item_size- эмпирическим путем, подобранный начальный размер порции.

Nivîsara script Full

download_aws_piece.sh

#!/bin/bash
#########################################################
# download_aws_piece.sh
# downloan piece of log from AWS
# version HABR
 let min_item_size=1024
 let max_item_size=1048576
 let growth_factor=3
 let growth_counter=1
 let growth_counter_max=3

 echo $(date +%Y%m%d%H%M)':    download_aws_piece.sh:''STARTED'
 
 AWS_LOG_TIME=$1
 echo $(date +%Y%m%d%H%M)':    download_aws_piece.sh:AWS_LOG_TIME='$AWS_LOG_TIME
  
 database_id=$2
 echo $(date +%Y%m%d%H%M)':    download_aws_piece.sh:database_id='$database_id
 RESULT_FILE=$3 
  
 endpoint=`psql -h MONITOR_ENDPOINT.rds.amazonaws.com -U USER -d MONITOR_DATABASE_DATABASE -A -t -c "select e.host from endpoint e join database d on e.id = d.endpoint_id where d.id = $database_id "`
 echo $(date +%Y%m%d%H%M)':    download_aws_piece.sh:endpoint='$endpoint
  
 db_instance=`echo $endpoint | awk -F"." '{print toupper($1)}'`
 
 echo $(date +%Y%m%d%H%M)':    download_aws_piece.sh:db_instance='$db_instance

 LOG_FILE=$RESULT_FILE'.tmp_log'
 TMP_FILE=$LOG_FILE'.tmp'
 TMP_MIDDLE=$LOG_FILE'.tmp_mid'  
 TMP_MIDDLE2=$LOG_FILE'.tmp_mid2'  
  
 current_aws_log_time=`psql -h MONITOR_ENDPOINT.rds.amazonaws.com -U USER -d MONITOR_DATABASE -A -t -c "select last_aws_log_time from database where id = $database_id "`

 echo $(date +%Y%m%d%H%M)':      download_aws_piece.sh:current_aws_log_time='$current_aws_log_time
  
  if [[ $current_aws_log_time != $AWS_LOG_TIME  ]];
  then
    is_new_log='1'
	if ! psql -h MONITOR_ENDPOINT.rds.amazonaws.com -U USER -d MONITOR_DATABASE -v ON_ERROR_STOP=1 -A -t -q -c "update database set last_aws_log_time = '$AWS_LOG_TIME' where id = $database_id "
	then
	  echo $(date +%Y%m%d%H%M)':    download_aws_piece.sh: FATAL_ERROR - update database set last_aws_log_time .'
	  exit 1
	fi
  else
    is_new_log='0'
  fi
  
  echo $(date +%Y%m%d%H%M)':    download_aws_piece.sh:is_new_log='$is_new_log
  
  let last_aws_max_item_size=`psql -h MONITOR_ENDPOINT.rds.amazonaws.com -U USER -d MONITOR_DATABASE -A -t -c "select aws_max_item_size from database where id = $database_id "`
  echo $(date +%Y%m%d%H%M)':    download_aws_piece.sh: last_aws_max_item_size='$last_aws_max_item_size
  
  let count=1
  if [[ $is_new_log == '1' ]];
  then    
	echo $(date +%Y%m%d%H%M)':    download_aws_piece.sh: START DOWNLOADING OF NEW AWS LOG'
	if ! aws rds download-db-log-file-portion 
		--max-items $last_aws_max_item_size 
		--region REGION 
		--db-instance-identifier  $db_instance 
		--log-file-name error/postgresql.log.$AWS_LOG_TIME > $LOG_FILE
	then
		echo $(date +%Y%m%d%H%M)':    download_aws_piece.sh: FATAL_ERROR - Could not get log from AWS .'
		exit 2
	fi  	
  else
    next_token=`psql -h MONITOR_ENDPOINT.rds.amazonaws.com -U USER -d MONITOR_DATABASE -v ON_ERROR_STOP=1 -A -t -c "select last_aws_nexttoken from database where id = $database_id "`
	
	if [[ $next_token == '' ]];
	then
	  next_token='0'	  
	fi
	
	echo $(date +%Y%m%d%H%M)':    download_aws_piece.sh: CONTINUE DOWNLOADING OF AWS LOG'
	if ! aws rds download-db-log-file-portion 
	    --max-items $last_aws_max_item_size 
		--starting-token $next_token 
		--region REGION 
		--db-instance-identifier  $db_instance 
		--log-file-name error/postgresql.log.$AWS_LOG_TIME > $LOG_FILE
	then
		echo $(date +%Y%m%d%H%M)':    download_aws_piece.sh: FATAL_ERROR - Could not get log from AWS .'
		exit 3
	fi       
	
	line_count=`cat  $LOG_FILE | wc -l`
	let lines=$line_count-1
	  
	tail -$lines $LOG_FILE > $TMP_MIDDLE 
	mv -f $TMP_MIDDLE $LOG_FILE
  fi
  
  next_token_str=`cat $LOG_FILE | grep NEXTTOKEN` 
  next_token=`echo $next_token_str | awk -F" " '{ print $2}' `
  
  grep -v NEXTTOKEN $LOG_FILE  > $TMP_FILE 
  
  if [[ $next_token == '' ]];
  then
	  cp $TMP_FILE $RESULT_FILE
	  
	  echo $(date +%Y%m%d%H%M)':    download_aws_piece.sh:  NEXTTOKEN NOT FOUND - FINISH '
	  rm $LOG_FILE 
	  rm $TMP_FILE
	  rm $TMP_MIDDLE
          rm $TMP_MIDDLE2	  
	  exit 0  
  else
	psql -h MONITOR_ENDPOINT.rds.amazonaws.com -U USER -d MONITOR_DATABASE -v ON_ERROR_STOP=1 -A -t -q -c "update database set last_aws_nexttoken = '$next_token' where id = $database_id "
  fi
  
  first_str=`tail -1 $TMP_FILE`
  
  line_count=`cat  $TMP_FILE | wc -l`
  let lines=$line_count-1    
  
  head -$lines $TMP_FILE  > $RESULT_FILE

###############################################
# MAIN CIRCLE
  let count=2
  while [[ $next_token != '' ]];
  do 
    echo $(date +%Y%m%d%H%M)':    download_aws_piece.sh: count='$count
	
	echo $(date +%Y%m%d%H%M)':    download_aws_piece.sh: START DOWNLOADING OF AWS LOG'
	if ! aws rds download-db-log-file-portion 
             --max-items $last_aws_max_item_size 
             --starting-token $next_token 
             --region REGION 
             --db-instance-identifier  $db_instance 
             --log-file-name error/postgresql.log.$AWS_LOG_TIME > $LOG_FILE
	then
		echo $(date +%Y%m%d%H%M)':    download_aws_piece.sh: FATAL_ERROR - Could not get log from AWS .'
		exit 4
	fi

	next_token_str=`cat $LOG_FILE | grep NEXTTOKEN` 
	next_token=`echo $next_token_str | awk -F" " '{ print $2}' `

	TMP_FILE=$LOG_FILE'.tmp'
	grep -v NEXTTOKEN $LOG_FILE  > $TMP_FILE  
	
	last_str=`head -1 $TMP_FILE`
  
    if [[ $next_token == '' ]];
	then
	  concat_str=$first_str$last_str
	  	  
	  echo $concat_str >> $RESULT_FILE
		 
	  line_count=`cat  $TMP_FILE | wc -l`
	  let lines=$line_count-1
	  
	  tail -$lines $TMP_FILE >> $RESULT_FILE
	  
	  echo $(date +%Y%m%d%H%M)':    download_aws_piece.sh:  NEXTTOKEN NOT FOUND - FINISH '
	  rm $LOG_FILE 
	  rm $TMP_FILE
	  rm $TMP_MIDDLE
          rm $TMP_MIDDLE2	  
	  exit 0  
	fi
	
    if [[ $next_token != '' ]];
	then
		let growth_counter=$growth_counter+1
		if [[ $growth_counter -gt $growth_counter_max ]];
		then
			let last_aws_max_item_size=$last_aws_max_item_size*$growth_factor
			let growth_counter=1
		fi
	
		if [[ $last_aws_max_item_size -gt $max_item_size ]]; 
		then
			let last_aws_max_item_size=$max_item_size
		fi 

	  psql -h MONITOR_ENDPOINT.rds.amazonaws.com -U USER -d MONITOR_DATABASE -A -t -q -c "update database set last_aws_nexttoken = '$next_token' where id = $database_id "
	  
	  concat_str=$first_str$last_str
	  	  
	  echo $concat_str >> $RESULT_FILE
		 
	  line_count=`cat  $TMP_FILE | wc -l`
	  let lines=$line_count-1
	  
	  #############################
	  #Get middle of file
	  head -$lines $TMP_FILE > $TMP_MIDDLE
	  
	  line_count=`cat  $TMP_MIDDLE | wc -l`
	  let lines=$line_count-1
	  tail -$lines $TMP_MIDDLE > $TMP_MIDDLE2
	  
	  cat $TMP_MIDDLE2 >> $RESULT_FILE	  
	  
	  first_str=`tail -1 $TMP_FILE`	  
	fi
	  
    let count=$count+1

  done
#
#################################################################

exit 0  

Parçeyên skrîptê bi hin şiroveyan:

Parametreyên têketina skrîptê:

  • Demjimêra navê pelê têketinê di forma YYYY-MM-DD-HH24 de: AWS_LOG_TIME=$1
  • Nasnameya databasê: database_id=$2
  • Navê pelê têketinê yê berhevkirî: RESULT_FILE=$3

Demjimêra pela têketinê ya paşîn a barkirî bistînin:

current_aws_log_time=`psql -h MONITOR_ENDPOINT.rds.amazonaws.com -U USER -d MONITOR_DATABASE -A -t -c "select last_aws_log_time from database where id = $database_id "`

Ger mohra zemanê ya pelê têketinê yê dawîn hatî barkirin bi parametreya têketinê re neyê hev, pelê têketinek nû tê barkirin:

if [[ $current_aws_log_time != $AWS_LOG_TIME  ]];
  then
    is_new_log='1'
	if ! psql -h ENDPOINT.rds.amazonaws.com -U USER -d MONITOR_DATABASE -v ON_ERROR_STOP=1 -A -t -c "update database set last_aws_log_time = '$AWS_LOG_TIME' where id = $database_id "
	then
	  echo '***download_aws_piece.sh -FATAL_ERROR - update database set last_aws_log_time .'
	  exit 1
	fi
  else
    is_new_log='0'
  fi

Em nirxa etîketa nexttoken ji pelê dakêşandî digirin:

  next_token_str=`cat $LOG_FILE | grep NEXTTOKEN` 
  next_token=`echo $next_token_str | awk -F" " '{ print $2}' `

Nirxek vala nexttoken wekî nîşana dawiya dakêşanê xizmet dike.

Di pêçekê de, em beşên pelê dihejmêrin, di rê de xêzan bi hev ve girêdidin û mezinahiya beşê zêde dikin:
Xala sereke

# MAIN CIRCLE
  let count=2
  while [[ $next_token != '' ]];
  do 
    echo $(date +%Y%m%d%H%M)':    download_aws_piece.sh: count='$count
	
	echo $(date +%Y%m%d%H%M)':    download_aws_piece.sh: START DOWNLOADING OF AWS LOG'
	if ! aws rds download-db-log-file-portion 
     --max-items $last_aws_max_item_size 
	 --starting-token $next_token 
     --region REGION 
     --db-instance-identifier  $db_instance 
     --log-file-name error/postgresql.log.$AWS_LOG_TIME > $LOG_FILE
	then
		echo $(date +%Y%m%d%H%M)':    download_aws_piece.sh: FATAL_ERROR - Could not get log from AWS .'
		exit 4
	fi

	next_token_str=`cat $LOG_FILE | grep NEXTTOKEN` 
	next_token=`echo $next_token_str | awk -F" " '{ print $2}' `

	TMP_FILE=$LOG_FILE'.tmp'
	grep -v NEXTTOKEN $LOG_FILE  > $TMP_FILE  
	
	last_str=`head -1 $TMP_FILE`
  
    if [[ $next_token == '' ]];
	then
	  concat_str=$first_str$last_str
	  	  
	  echo $concat_str >> $RESULT_FILE
		 
	  line_count=`cat  $TMP_FILE | wc -l`
	  let lines=$line_count-1
	  
	  tail -$lines $TMP_FILE >> $RESULT_FILE
	  
	  echo $(date +%Y%m%d%H%M)':    download_aws_piece.sh:  NEXTTOKEN NOT FOUND - FINISH '
	  rm $LOG_FILE 
	  rm $TMP_FILE
	  rm $TMP_MIDDLE
         rm $TMP_MIDDLE2	  
	  exit 0  
	fi
	
    if [[ $next_token != '' ]];
	then
		let growth_counter=$growth_counter+1
		if [[ $growth_counter -gt $growth_counter_max ]];
		then
			let last_aws_max_item_size=$last_aws_max_item_size*$growth_factor
			let growth_counter=1
		fi
	
		if [[ $last_aws_max_item_size -gt $max_item_size ]]; 
		then
			let last_aws_max_item_size=$max_item_size
		fi 

	  psql -h MONITOR_ENDPOINT.rds.amazonaws.com -U USER -d MONITOR_DATABASE -A -t -q -c "update database set last_aws_nexttoken = '$next_token' where id = $database_id "
	  
	  concat_str=$first_str$last_str
	  	  
	  echo $concat_str >> $RESULT_FILE
		 
	  line_count=`cat  $TMP_FILE | wc -l`
	  let lines=$line_count-1
	  
	  #############################
	  #Get middle of file
	  head -$lines $TMP_FILE > $TMP_MIDDLE
	  
	  line_count=`cat  $TMP_MIDDLE | wc -l`
	  let lines=$line_count-1
	  tail -$lines $TMP_MIDDLE > $TMP_MIDDLE2
	  
	  cat $TMP_MIDDLE2 >> $RESULT_FILE	  
	  
	  first_str=`tail -1 $TMP_FILE`	  
	fi
	  
    let count=$count+1

  done

Pêşî çi ye?

Ji ber vê yekê, yekem karê navîn - "pelê têketinê ji ewr dakêşin" hate çareser kirin. Bi têketina dakêşandî re çi bikin?
Pêşîn, hûn hewce ne ku pelê têketinê parsek bikin û daxwazên rastîn jê derxin.
Kar ne pir zehmet e. Skrîpta bash ya herî hêsan karî pir baş dike.
upload_log_query.sh

#!/bin/bash
#########################################################
# upload_log_query.sh
# Upload table table from dowloaded aws file 
# version HABR
###########################################################  
echo 'TIMESTAMP:'$(date +%c)' Upload log_query table '
source_file=$1
echo 'source_file='$source_file
database_id=$2
echo 'database_id='$database_id

beginer=' '
first_line='1'
let "line_count=0"
sql_line=' '
sql_flag=' '    
space=' '
cat $source_file | while read line
do
  line="$space$line"

  if [[ $first_line == "1" ]]; then
    beginer=`echo $line | awk -F" " '{ print $1}' `
    first_line='0'
  fi

  current_beginer=`echo $line | awk -F" " '{ print $1}' `

  if [[ $current_beginer == $beginer ]]; then
    if [[ $sql_flag == '1' ]]; then
     sql_flag='0' 
     log_date=`echo $sql_line | awk -F" " '{ print $1}' `
     log_time=`echo $sql_line | awk -F" " '{ print $2}' `
     duration=`echo $sql_line | awk -F" " '{ print $5}' `

     #replace ' to ''
     sql_modline=`echo "$sql_line" | sed 's/'''/''''''/g'`
     sql_line=' '

	 ################
	 #PROCESSING OF THE SQL-SELECT IS HERE
     if ! psql -h ENDPOINT.rds.amazonaws.com -U USER -d DATABASE -v ON_ERROR_STOP=1 -A -t -c "select log_query('$ip_port',$database_id , '$log_date' , '$log_time' , '$duration' , '$sql_modline' )" 
     then
        echo 'FATAL_ERROR - log_query '
        exit 1
     fi
	 ################

    fi #if [[ $sql_flag == '1' ]]; then

    let "line_count=line_count+1"

    check=`echo $line | awk -F" " '{ print $8}' `
    check_sql=${check^^}    

    #echo 'check_sql='$check_sql
    
    if [[ $check_sql == 'SELECT' ]]; then
     sql_flag='1'    
     sql_line="$sql_line$line"
	 ip_port=`echo $sql_line | awk -F":" '{ print $4}' `
    fi
  else       

    if [[ $sql_flag == '1' ]]; then
      sql_line="$sql_line$line"
    fi   
    
  fi #if [[ $current_beginer == $beginer ]]; then

done

Naha hûn dikarin bi daxwaza ku ji pelê têketinê hatî hilbijartin re bixebitin.

Û gelek derfetên kêrhatî vedibin.

Pirsên parskirî hewce ne ku li cîhek werin hilanîn. Ji bo vê tabloya xizmetê tê bikaranîn log_query

CREATE TABLE log_query
(
   id SERIAL ,
   queryid bigint ,
   query_md5hash text not null ,
   database_id integer not null ,  
   timepoint timestamp without time zone not null,
   duration double precision not null ,
   query text not null ,
   explained_plan text[],
   plan_md5hash text  , 
   explained_plan_wo_costs text[],
   plan_hash_value text  ,
   baseline_id integer ,
   ip text ,
   port text 
);
ALTER TABLE log_query ADD PRIMARY KEY (id);
ALTER TABLE log_query ADD CONSTRAINT queryid_timepoint_unique_key UNIQUE (queryid, timepoint );
ALTER TABLE log_query ADD CONSTRAINT query_md5hash_timepoint_unique_key UNIQUE (query_md5hash, timepoint );

CREATE INDEX log_query_timepoint_idx ON log_query (timepoint);
CREATE INDEX log_query_queryid_idx ON log_query (queryid);
ALTER TABLE log_query ADD CONSTRAINT database_id_fk FOREIGN KEY (database_id) REFERENCES database (id) ON DELETE CASCADE ;

Daxwaza parskirî tê pêvajo kirin plpgsql fonksiyonên "log_query".
log_query.sql

--log_query.sql
--verison HABR
CREATE OR REPLACE FUNCTION log_query( ip_port text ,log_database_id integer , log_date text , log_time text , duration text , sql_line text   ) RETURNS boolean AS $$
DECLARE
  result boolean ;
  log_timepoint timestamp without time zone ;
  log_duration double precision ; 
  pos integer ;
  log_query text ;
  activity_string text ;
  log_md5hash text ;
  log_explain_plan text[] ;
  
  log_planhash text ;
  log_plan_wo_costs text[] ; 
  
  database_rec record ;
  
  pg_stat_query text ; 
  test_log_query text ;
  log_query_rec record;
  found_flag boolean;
  
  pg_stat_history_rec record ;
  port_start integer ;
  port_end integer ;
  client_ip text ;
  client_port text ;
  log_queryid bigint ;
  log_query_text text ;
  pg_stat_query_text text ; 
BEGIN
  result = TRUE ;

  RAISE NOTICE '***log_query';
  
  port_start = position('(' in ip_port);
  port_end = position(')' in ip_port);
  client_ip = substring( ip_port from 1 for port_start-1 );
  client_port = substring( ip_port from port_start+1 for port_end-port_start-1 );

  SELECT e.host , d.name , d.owner_pwd 
  INTO database_rec
  FROM database d JOIN endpoint e ON e.id = d.endpoint_id
  WHERE d.id = log_database_id ;
  
  log_timepoint = to_timestamp(log_date||' '||log_time,'YYYY-MM-DD HH24-MI-SS');
  log_duration = duration:: double precision; 

  
  pos = position ('SELECT' in UPPER(sql_line) );
  log_query = substring( sql_line from pos for LENGTH(sql_line));
  log_query = regexp_replace(log_query,' +',' ','g');
  log_query = regexp_replace(log_query,';+','','g');
  log_query = trim(trailing ' ' from log_query);
 

  log_md5hash = md5( log_query::text );
  
  --Explain execution plan--
  EXECUTE 'SELECT dblink_connect(''LINK1'',''host='||database_rec.host||' dbname='||database_rec.name||' user=DATABASE password='||database_rec.owner_pwd||' '')'; 
  
  log_explain_plan = ARRAY ( SELECT * FROM dblink('LINK1', 'EXPLAIN '||log_query ) AS t (plan text) );
  log_plan_wo_costs = ARRAY ( SELECT * FROM dblink('LINK1', 'EXPLAIN ( COSTS FALSE ) '||log_query ) AS t (plan text) );
    
  PERFORM dblink_disconnect('LINK1');
  --------------------------
  BEGIN
	INSERT INTO log_query
	(
		query_md5hash ,
		database_id , 
		timepoint ,
		duration ,
		query ,
		explained_plan ,
		plan_md5hash , 
		explained_plan_wo_costs , 
		plan_hash_value , 
		ip , 
		port
	) 
	VALUES 
	(
		log_md5hash ,
		log_database_id , 
		log_timepoint , 
		log_duration , 
		log_query ,
		log_explain_plan , 
		md5(log_explain_plan::text) ,
		log_plan_wo_costs , 
		md5(log_plan_wo_costs::text),
		client_ip , 
		client_port		
	);
	activity_string = 	'New query has logged '||
						' database_id = '|| log_database_id ||
						' query_md5hash='||log_md5hash||
						' , timepoint = '||to_char(log_timepoint,'YYYYMMDD HH24:MI:SS');
					
	RAISE NOTICE '%',activity_string;					
					 
	PERFORM pg_log( log_database_id , 'log_query' , activity_string);  

	EXCEPTION
	  WHEN unique_violation THEN
		RAISE NOTICE '*** unique_violation *** query already has logged';
	END;

	SELECT 	queryid
	INTO   	log_queryid
	FROM 	log_query 
	WHERE 	query_md5hash = log_md5hash AND
			timepoint = log_timepoint;

	IF log_queryid IS NOT NULL 
	THEN 
	  RAISE NOTICE 'log_query with query_md5hash = % and timepoint = % has already has a QUERYID = %',log_md5hash,log_timepoint , log_queryid ;
	  RETURN result;
	END IF;
	
	------------------------------------------------
	RAISE NOTICE 'Update queryid';	
	
	SELECT * 
	INTO log_query_rec
	FROM log_query
	WHERE query_md5hash = log_md5hash AND timepoint = log_timepoint ; 
	
	log_query_rec.query=regexp_replace(log_query_rec.query,';+','','g');
	
	FOR pg_stat_history_rec IN
	 SELECT 
         queryid ,
	  query 
	 FROM 
         pg_stat_db_queries 
     WHERE  
      database_id = log_database_id AND
       queryid is not null 
	LOOP
	  pg_stat_query = pg_stat_history_rec.query ; 
	  pg_stat_query=regexp_replace(pg_stat_query,'n+',' ','g');
	  pg_stat_query=regexp_replace(pg_stat_query,'t+',' ','g');
	  pg_stat_query=regexp_replace(pg_stat_query,' +',' ','g');
	  pg_stat_query=regexp_replace(pg_stat_query,'$.','%','g');
	
	  log_query_text = trim(trailing ' ' from log_query_rec.query);
	  pg_stat_query_text = pg_stat_query; 
	
	  
	  --SELECT log_query_rec.query like pg_stat_query INTO found_flag ; 
	  IF (log_query_text LIKE pg_stat_query_text) THEN
		found_flag = TRUE ;
	  ELSE
		found_flag = FALSE ;
	  END IF;	  
	  
	  
	  IF found_flag THEN
	    
		UPDATE log_query SET queryid = pg_stat_history_rec.queryid WHERE query_md5hash = log_md5hash AND timepoint = log_timepoint ;
		activity_string = 	' updated queryid = '||pg_stat_history_rec.queryid||
		                    ' for log_query with id = '||log_query_rec.id               
		   				    ;						
	    RAISE NOTICE '%',activity_string;	
		EXIT ;
	  END IF ;
	  
	END LOOP ;
	
  RETURN result ;
END
$$ LANGUAGE plpgsql;

Di dema pêvajoyê de tabloyek karûbar tê bikar anîn pg_stat_db_queries, wêneyek ji pirsên heyî yên ji tabloyê vedihewîne pg_stat_history (Bikaranîna tabloyê li vir tê şirove kirin - Çavdêriya performansê ya pirsên PostgreSQL. Beş 1 - ragihandin)

TABLE pg_stat_db_queries
(
   database_id integer,  
   queryid bigint ,  
   query text , 
   max_time double precision 
);

TABLE pg_stat_history 
(
…
database_id integer ,
…
queryid bigint ,
…
max_time double precision	 , 	
…
);

Fonksîyon dihêle hûn ji bo pêkanîna daxwazên ji pelek têketinê gelek kapasîteyên kêrhatî bicîh bikin. Ango:

Derfet #1 - Dîroka darvekirina pirsê

Ji bo destpêkirina çareserkirina bûyerek performansê pir bikêr e. Pêşîn, bi dîrokê re nas bikin - hêdîbûn kengê dest pê kir?
Dûv re, li gorî klasîkan, li sedemên derveyî bigerin. Dibe ku barkirina databasê tenê bi tundî zêde bûye û daxwaziya taybetî bi wê re tune ye.
Têketinek nû li tabloya log_query zêde bikin

  port_start = position('(' in ip_port);
  port_end = position(')' in ip_port);
  client_ip = substring( ip_port from 1 for port_start-1 );
  client_port = substring( ip_port from port_start+1 for port_end-port_start-1 );

  SELECT e.host , d.name , d.owner_pwd 
  INTO database_rec
  FROM database d JOIN endpoint e ON e.id = d.endpoint_id
  WHERE d.id = log_database_id ;
  
  log_timepoint = to_timestamp(log_date||' '||log_time,'YYYY-MM-DD HH24-MI-SS');
  log_duration = to_number(duration,'99999999999999999999D9999999999'); 

  
  pos = position ('SELECT' in UPPER(sql_line) );
  log_query = substring( sql_line from pos for LENGTH(sql_line));
  log_query = regexp_replace(log_query,' +',' ','g');
  log_query = regexp_replace(log_query,';+','','g');
  log_query = trim(trailing ' ' from log_query);
 
  RAISE NOTICE 'log_query=%',log_query ;   

  log_md5hash = md5( log_query::text );
  
  --Explain execution plan--
  EXECUTE 'SELECT dblink_connect(''LINK1'',''host='||database_rec.host||' dbname='||database_rec.name||' user=DATABASE password='||database_rec.owner_pwd||' '')'; 
  
  log_explain_plan = ARRAY ( SELECT * FROM dblink('LINK1', 'EXPLAIN '||log_query ) AS t (plan text) );
  log_plan_wo_costs = ARRAY ( SELECT * FROM dblink('LINK1', 'EXPLAIN ( COSTS FALSE ) '||log_query ) AS t (plan text) );
    
  PERFORM dblink_disconnect('LINK1');
  --------------------------
  BEGIN
	INSERT INTO log_query
	(
		query_md5hash ,
		database_id , 
		timepoint ,
		duration ,
		query ,
		explained_plan ,
		plan_md5hash , 
		explained_plan_wo_costs , 
		plan_hash_value , 
		ip , 
		port
	) 
	VALUES 
	(
		log_md5hash ,
		log_database_id , 
		log_timepoint , 
		log_duration , 
		log_query ,
		log_explain_plan , 
		md5(log_explain_plan::text) ,
		log_plan_wo_costs , 
		md5(log_plan_wo_costs::text),
		client_ip , 
		client_port		
	);

Îmkan # 2 - Planên darvekirina pirsê hilînin

Di vê nuqteyê de dibe ku îtîrazek-ronîkirin-şiroveyek derkeve holê:Lê jixwe otoexplain heye" Erê, ew li wir e, lê çi ye ku plana darvekirinê di heman pelê têketinê de were hilanîn û ji bo ku wê ji bo analîzkirina bêtir hilîne, divê hûn pelê têketinê parsek bikin?

Ya ku ez hewce bûm ev bû:
yekem: plana darvekirinê di tabloya karûbarê databasa çavdêriyê de hilînin;
ya duwem: ku bikarin planên cîbicîkirinê bi hevûdu re bidin ber hev da ku tavilê bibînin ku plana cîbicîkirina pirsê hatiye guhertin.

Daxwazek bi pîvanên darvekirinê yên taybetî heye. Bi karanîna EXPLAIN-ê wergirtin û hilanîna plana darvekirina wê karek bingehîn e.
Digel vê yekê, bi karanîna îfadeya EXPLAIN (COSTS FALSE), hûn dikarin îskeletek planê bistînin, ku dê were bikar anîn da ku nirxa haş a planê bi dest bixe, ku dê alîkariya analîza paşîn a dîroka guhertinên di plana darvekirinê de bike.
Şablonek plansaziya darvekirinê bistînin

  --Explain execution plan--
  EXECUTE 'SELECT dblink_connect(''LINK1'',''host='||database_rec.host||' dbname='||database_rec.name||' user=DATABASE password='||database_rec.owner_pwd||' '')'; 
  
  log_explain_plan = ARRAY ( SELECT * FROM dblink('LINK1', 'EXPLAIN '||log_query ) AS t (plan text) );
  log_plan_wo_costs = ARRAY ( SELECT * FROM dblink('LINK1', 'EXPLAIN ( COSTS FALSE ) '||log_query ) AS t (plan text) );
    
  PERFORM dblink_disconnect('LINK1');

Îmkan # 3 - Ji bo şopandinê têketina pirsê bikar tînin

Ji ber ku metrîkên performansê ne li ser nivîsa daxwaznameyê, lê li ser nasnameya wê têne mîheng kirin, hûn hewce ne ku daxwazên pelê têketinê bi daxwazên ku metrîkên performansê ji bo wan hatine mîheng kirin re têkildar bikin.
Welê, bi kêmanî ji bo ku meriv wextê rast ê rûdana bûyerek performansê hebe.

Bi vî rengî, gava ku bûyerek performansê ji bo nasnameya daxwaznameyekê çêbibe, dê girêdanek bi daxwazek taybetî re bi nirxên parameterên taybetî û dema pêkanîna rast û dirêjahiya daxwazê ​​re hebe. Vê agahiyê tenê bi karanîna dîtinê bistînin pg_stat_statements - Qedexe ye.
Queryidê ya daxwazê ​​bibînin û navnîşê di tabloya log_query de nûve bikin

SELECT * 
	INTO log_query_rec
	FROM log_query
	WHERE query_md5hash = log_md5hash AND timepoint = log_timepoint ; 
	
	log_query_rec.query=regexp_replace(log_query_rec.query,';+','','g');
	
	FOR pg_stat_history_rec IN
	 SELECT 
      queryid ,
	  query 
	 FROM 
       pg_stat_db_queries 
     WHERE  
	   database_id = log_database_id AND
       queryid is not null 
	LOOP
	  pg_stat_query = pg_stat_history_rec.query ; 
	  pg_stat_query=regexp_replace(pg_stat_query,'n+',' ','g');
	  pg_stat_query=regexp_replace(pg_stat_query,'t+',' ','g');
	  pg_stat_query=regexp_replace(pg_stat_query,' +',' ','g');
	  pg_stat_query=regexp_replace(pg_stat_query,'$.','%','g');
	
	  log_query_text = trim(trailing ' ' from log_query_rec.query);
	  pg_stat_query_text = pg_stat_query; 
	  
	  --SELECT log_query_rec.query like pg_stat_query INTO found_flag ; 
	  IF (log_query_text LIKE pg_stat_query_text) THEN
		found_flag = TRUE ;
	  ELSE
		found_flag = FALSE ;
	  END IF;	  
	  
	  
	  IF found_flag THEN
	    
		UPDATE log_query SET queryid = pg_stat_history_rec.queryid WHERE query_md5hash = log_md5hash AND timepoint = log_timepoint ;
		activity_string = 	' updated queryid = '||pg_stat_history_rec.queryid||
		                    ' for log_query with id = '||log_query_rec.id		                    
		   				    ;						
					
	    RAISE NOTICE '%',activity_string;	
		EXIT ;
	  END IF ;
	  
	END LOOP ;

Paşê

Teknolojiya diyarkirî di dawiyê de serîlêdanê dît pergala şopandina performansa pirsê ya PostgreSQL ya pêşkeftî, dihêle hûn di dema çareserkirina bûyerên performansa pirsê yên derketine de bêtir agahdariya we hebe ku hûn analîz bikin.

Her çend, bê guman, di nerîna min a kesane de, dê hewce be ku ji bo hilbijartin û guheztina mezinahiya beşa dakêşandî bêtir li ser algorîtmayê bixebitin. Di rewşa giştî de hê jî pirsgirêk çareser nebûye. Dibe ku ew ê balkêş be.

Lê ew çîrokek bi tevahî cûda ye ...

Source: www.habr.com

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