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Firebird ppeerrffoorrmmaannccee ccoouunntteerrss 
iinn ddeettaaiillss 
Dmitry Yemanov 
mailto:dimitr@firebirdsql.org 
Firebird Project 
http://www.firebirdsql.org/
TThhaannkk yyoouu 
FIREBIRD INTERNATIONAL CONFERENCE '2014 2
AAnnaallyyssiinngg bboottttlleenneecckkss 
Disk 
Database 
Temporary files 
FIREBIRD INTERNATIONAL CONFERENCE '2014 3
AAnnaallyyssiinngg bboottttlleenneecckkss 
Disk 
Database 
Temporary files 
Memory 
Static (cache) 
Dynamic (pools) 
Shared 
FIREBIRD INTERNATIONAL CONFERENCE '2014 4
AAnnaallyyssiinngg bboottttlleenneecckkss 
CPU, waits, etc 
Real execution time 
User/kernel time 
Was time spent for work or waiting? 
What operations were performed? 
FIREBIRD INTERNATIONAL CONFERENCE '2014 5
LLeeggaaccyy ppeerrffoorrmmaannccee ccoouunntteerrss 
Page level 
Fetches, reads, marks, writes 
Shared in SS, per connection in CS 
Available via API 
FIREBIRD INTERNATIONAL CONFERENCE '2014 6
LLeeggaaccyy ppeerrffoorrmmaannccee ccoouunntteerrss 
Page level 
Fetches, reads, marks, writes 
Shared in SS, per connection in CS 
Available via API 
Record level 
Selected (seq/idx), inserted, updated, deleted etc 
Per connection and per table 
Available via API 
FIREBIRD INTERNATIONAL CONFERENCE '2014 7
IImmpprroovveemmeennttss iinn FFiirreebbiirrdd 22..xx 
Multi-level aggregated counters 
Database (SS only) 
Connection 
Transaction 
Statement 
Nested PSQL call (procedure / trigger) 
FIREBIRD INTERNATIONAL CONFERENCE '2014 8
IImmpprroovveemmeennttss iinn FFiirreebbiirrdd 22..xx 
Multi-level aggregated counters 
Database 
Connection 1 Connection 2 
Transaction 1 Transaction 2 
Statement 1 Statement 1 
FIREBIRD INTERNATIONAL CONFERENCE '2014 9
IImmpprroovveemmeennttss iinn FFiirreebbiirrdd 22..xx 
New interfaces 
Monitoring tables 
Trace/audit 
FIREBIRD INTERNATIONAL CONFERENCE '2014 10
PPaaggee lleevveell ccoouunntteerrss 
Page reads 
From disk to the page cache (physical reads) 
Usually means a cache miss 
FIREBIRD INTERNATIONAL CONFERENCE '2014 11
PPaaggee lleevveell ccoouunntteerrss 
Page reads 
From disk to the page cache (physical reads) 
Usually means a cache miss 
Page fetches 
Access page in cache (logical reads) 
Includes both cache hits and cache misses 
Corresponds to a shared page lock / latch 
FIREBIRD INTERNATIONAL CONFERENCE '2014 12
PPaaggee lleevveell ccoouunntteerrss 
Page reads 
From disk to the page cache (physical reads) 
Usually means a cache miss 
Page fetches 
Access page in cache (logical reads) 
Includes both cache hits and cache misses 
Corresponds to a shared page lock / latch 
Cache hit ratio = 1 - reads / fetches ??? 
FIREBIRD INTERNATIONAL CONFERENCE '2014 13
PPaaggee lleevveell ccoouunntteerrss 
Page writes 
From the page cache to disk (physical writes) 
At transaction commit/rollback 
Cache is full of dirty pages 
Asynchronous notification is received (CS/SC) 
Immediately after modification 
FIREBIRD INTERNATIONAL CONFERENCE '2014 14
PPaaggee lleevveell ccoouunntteerrss 
Page writes 
From the page cache to disk (physical writes) 
At transaction commit/rollback 
Cache is full of dirty pages 
Asynchronous notification is received (CS/SC) 
Immediately after modification 
Page marks 
Access page in cache (logical writes) 
Corresponds to an exclusive page lock / latch 
FIREBIRD INTERNATIONAL CONFERENCE '2014 15
RReeccoorrdd lleevveell ccoouunntteerrss 
Sequential record reads 
Records retrieved through a full table scan 
Includes sweep 
Indexed record reads 
Records retrieved positionally 
Includes bitmap index scans, index navigational 
walks, DBKEY based retrievals 
FIREBIRD INTERNATIONAL CONFERENCE '2014 16
RReeccoorrdd lleevveell ccoouunntteerrss 
Record inserts, updates, deletes 
Pretty obvious, huh? 
FIREBIRD INTERNATIONAL CONFERENCE '2014 17
RReeccoorrdd lleevveell ccoouunntteerrss 
Record inserts, updates, deletes 
Pretty obvious, huh? 
Record backouts 
Latest (uncommitted) version removed 
Happens after savepoint rollback, explicit or implicit 
May happen after transaction rollback 
FIREBIRD INTERNATIONAL CONFERENCE '2014 18
RReeccoorrdd lleevveell ccoouunntteerrss 
Record purges 
Old versions removed while keeping the primary 
version in place 
Outdated versions found while chasing 
FIREBIRD INTERNATIONAL CONFERENCE '2014 19
RReeccoorrdd lleevveell ccoouunntteerrss 
Record purges 
Old versions removed while keeping the primary 
version in place 
Outdated versions found while chasing 
Record expunges 
Whole version chains removed, along with the 
primary version 
Record is deleted and nobody is interested 
FIREBIRD INTERNATIONAL CONFERENCE '2014 20
NNeeww rreeccoorrdd lleevveell ccoouunntteerrss iinn vv33..xx 
Record repeated reads 
Record is retrieved multiple times 
BEFORE triggers 
Sort-based updates/deletes 
FIREBIRD INTERNATIONAL CONFERENCE '2014 21
NNeeww rreeccoorrdd lleevveell ccoouunntteerrss iinn vv33..xx 
Record repeated reads 
Record is retrieved multiple times 
BEFORE triggers 
Sort-based updates/deletes 
Record locks 
Record is selected usng WITH LOCK clause 
FIREBIRD INTERNATIONAL CONFERENCE '2014 22
NNeeww rreeccoorrdd lleevveell ccoouunntteerrss iinn vv33..xx 
Record waits 
Attempts to update/delete/lock record 
owned by a concurrent active transaction 
Transaction is in the WAIT mode 
FIREBIRD INTERNATIONAL CONFERENCE '2014 23
NNeeww rreeccoorrdd lleevveell ccoouunntteerrss iinn vv33..xx 
Record waits 
Attempts to update/delete/lock record 
owned by a concurrent active transaction 
Transaction is in the WAIT mode 
Record conflicts 
Unsuccessful attempts to update/delete/lock record 
owned by a concurrent active transaction 
UPDATE CONFLICT is reported 
FIREBIRD INTERNATIONAL CONFERENCE '2014 24
NNeeww rreeccoorrdd lleevveell ccoouunntteerrss iinn vv33..xx 
Backversion reads 
Versions chased while finding a visible one 
Means old snapshots 
FIREBIRD INTERNATIONAL CONFERENCE '2014 25
NNeeww rreeccoorrdd lleevveell ccoouunntteerrss iinn vv33..xx 
Backversion reads 
Versions chased while finding a visible one 
Means old snapshots 
Fragment reads 
Fragmented records 
Means extra page fetches/reads 
FIREBIRD INTERNATIONAL CONFERENCE '2014 26
NNeeww rreeccoorrdd lleevveell ccoouunntteerrss iinn vv33..xx 
MON$TABLE_STATS MON$RECORD_STATS 
MON$STATS_ID 
MON$STATS_GROUP 
MON$TABLE_NAME 
MON$RECORD_STATS_ID 
MON$STATS_ID 
MON$STATS_GROUP 
MON$RECORD_SEQ_READS 
MON$RECORD_IDX_READS 
etc 
FIREBIRD INTERNATIONAL CONFERENCE '2014 27
TTOODDOO:: ppaaggee lleevveell ccoouunntteerrss 
Page writes (expanded) 
Regular writes (immediate / commit / rollback) 
Overflow writes 
Asynchronous writes 
FIREBIRD INTERNATIONAL CONFERENCE '2014 28
TTOODDOO:: ppaaggee lleevveell ccoouunntteerrss 
Page writes (expanded) 
Regular writes (immediate / commit / rollback) 
Overflow writes 
Asynchronous writes 
Page waits 
How many times page requests waited 
Shows contention inside the page cache 
FIREBIRD INTERNATIONAL CONFERENCE '2014 29
TTOODDOO:: iinnddeexx ccoouunntteerrss 
Possible metrics 
Index scans 
Node inserts / deletes 
Bucket splits / merges 
Keys scanned / compared while searching 
Reported per index 
MON$INDEX_STATS 
FIREBIRD INTERNATIONAL CONFERENCE '2014 30
TTOODDOO:: tteemmppoorraarryy ssppaaccee ccoouunntteerrss 
Operation metrics 
Reads / writes resolved through the cache 
Reads / writes redirected to temp files 
I/O amount metrics 
Bytes read / written through the cache 
Bytes read / written from/to temp files 
FIREBIRD INTERNATIONAL CONFERENCE '2014 31
TTOODDOO:: ttiimmee ssttaattiissttiiccss 
Elapsed time 
Total inside the engine 
Spent in the user space 
Spent in the system / kernel space 
FIREBIRD INTERNATIONAL CONFERENCE '2014 32
TTOODDOO:: ttiimmee ssttaattiissttiiccss 
Elapsed time 
Total inside the engine 
Spent in the user space 
Spent in the system / kernel space 
Wait time 
Database (and maybe temp files) I/O 
Page cache waits 
Transaction waits 
FIREBIRD INTERNATIONAL CONFERENCE '2014 33
TTOODDOO:: iinntteeggrraattiioonn 
Collecting the statistics 
StatsD, CollectD 
Reporting / analyzing 
Graphite / Graphene 
Other tools 
Nagios, Cacti, Zabbix 
FIREBIRD INTERNATIONAL CONFERENCE '2014 34
QQuueessttiioonnss?? 
mailto:dimitr@firebirdsql.org 
FIREBIRD INTERNATIONAL CONFERENCE '2014 35

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Firebird Performance counters in details

  • 1. Firebird ppeerrffoorrmmaannccee ccoouunntteerrss iinn ddeettaaiillss Dmitry Yemanov mailto:dimitr@firebirdsql.org Firebird Project http://www.firebirdsql.org/
  • 2. TThhaannkk yyoouu FIREBIRD INTERNATIONAL CONFERENCE '2014 2
  • 3. AAnnaallyyssiinngg bboottttlleenneecckkss Disk Database Temporary files FIREBIRD INTERNATIONAL CONFERENCE '2014 3
  • 4. AAnnaallyyssiinngg bboottttlleenneecckkss Disk Database Temporary files Memory Static (cache) Dynamic (pools) Shared FIREBIRD INTERNATIONAL CONFERENCE '2014 4
  • 5. AAnnaallyyssiinngg bboottttlleenneecckkss CPU, waits, etc Real execution time User/kernel time Was time spent for work or waiting? What operations were performed? FIREBIRD INTERNATIONAL CONFERENCE '2014 5
  • 6. LLeeggaaccyy ppeerrffoorrmmaannccee ccoouunntteerrss Page level Fetches, reads, marks, writes Shared in SS, per connection in CS Available via API FIREBIRD INTERNATIONAL CONFERENCE '2014 6
  • 7. LLeeggaaccyy ppeerrffoorrmmaannccee ccoouunntteerrss Page level Fetches, reads, marks, writes Shared in SS, per connection in CS Available via API Record level Selected (seq/idx), inserted, updated, deleted etc Per connection and per table Available via API FIREBIRD INTERNATIONAL CONFERENCE '2014 7
  • 8. IImmpprroovveemmeennttss iinn FFiirreebbiirrdd 22..xx Multi-level aggregated counters Database (SS only) Connection Transaction Statement Nested PSQL call (procedure / trigger) FIREBIRD INTERNATIONAL CONFERENCE '2014 8
  • 9. IImmpprroovveemmeennttss iinn FFiirreebbiirrdd 22..xx Multi-level aggregated counters Database Connection 1 Connection 2 Transaction 1 Transaction 2 Statement 1 Statement 1 FIREBIRD INTERNATIONAL CONFERENCE '2014 9
  • 10. IImmpprroovveemmeennttss iinn FFiirreebbiirrdd 22..xx New interfaces Monitoring tables Trace/audit FIREBIRD INTERNATIONAL CONFERENCE '2014 10
  • 11. PPaaggee lleevveell ccoouunntteerrss Page reads From disk to the page cache (physical reads) Usually means a cache miss FIREBIRD INTERNATIONAL CONFERENCE '2014 11
  • 12. PPaaggee lleevveell ccoouunntteerrss Page reads From disk to the page cache (physical reads) Usually means a cache miss Page fetches Access page in cache (logical reads) Includes both cache hits and cache misses Corresponds to a shared page lock / latch FIREBIRD INTERNATIONAL CONFERENCE '2014 12
  • 13. PPaaggee lleevveell ccoouunntteerrss Page reads From disk to the page cache (physical reads) Usually means a cache miss Page fetches Access page in cache (logical reads) Includes both cache hits and cache misses Corresponds to a shared page lock / latch Cache hit ratio = 1 - reads / fetches ??? FIREBIRD INTERNATIONAL CONFERENCE '2014 13
  • 14. PPaaggee lleevveell ccoouunntteerrss Page writes From the page cache to disk (physical writes) At transaction commit/rollback Cache is full of dirty pages Asynchronous notification is received (CS/SC) Immediately after modification FIREBIRD INTERNATIONAL CONFERENCE '2014 14
  • 15. PPaaggee lleevveell ccoouunntteerrss Page writes From the page cache to disk (physical writes) At transaction commit/rollback Cache is full of dirty pages Asynchronous notification is received (CS/SC) Immediately after modification Page marks Access page in cache (logical writes) Corresponds to an exclusive page lock / latch FIREBIRD INTERNATIONAL CONFERENCE '2014 15
  • 16. RReeccoorrdd lleevveell ccoouunntteerrss Sequential record reads Records retrieved through a full table scan Includes sweep Indexed record reads Records retrieved positionally Includes bitmap index scans, index navigational walks, DBKEY based retrievals FIREBIRD INTERNATIONAL CONFERENCE '2014 16
  • 17. RReeccoorrdd lleevveell ccoouunntteerrss Record inserts, updates, deletes Pretty obvious, huh? FIREBIRD INTERNATIONAL CONFERENCE '2014 17
  • 18. RReeccoorrdd lleevveell ccoouunntteerrss Record inserts, updates, deletes Pretty obvious, huh? Record backouts Latest (uncommitted) version removed Happens after savepoint rollback, explicit or implicit May happen after transaction rollback FIREBIRD INTERNATIONAL CONFERENCE '2014 18
  • 19. RReeccoorrdd lleevveell ccoouunntteerrss Record purges Old versions removed while keeping the primary version in place Outdated versions found while chasing FIREBIRD INTERNATIONAL CONFERENCE '2014 19
  • 20. RReeccoorrdd lleevveell ccoouunntteerrss Record purges Old versions removed while keeping the primary version in place Outdated versions found while chasing Record expunges Whole version chains removed, along with the primary version Record is deleted and nobody is interested FIREBIRD INTERNATIONAL CONFERENCE '2014 20
  • 21. NNeeww rreeccoorrdd lleevveell ccoouunntteerrss iinn vv33..xx Record repeated reads Record is retrieved multiple times BEFORE triggers Sort-based updates/deletes FIREBIRD INTERNATIONAL CONFERENCE '2014 21
  • 22. NNeeww rreeccoorrdd lleevveell ccoouunntteerrss iinn vv33..xx Record repeated reads Record is retrieved multiple times BEFORE triggers Sort-based updates/deletes Record locks Record is selected usng WITH LOCK clause FIREBIRD INTERNATIONAL CONFERENCE '2014 22
  • 23. NNeeww rreeccoorrdd lleevveell ccoouunntteerrss iinn vv33..xx Record waits Attempts to update/delete/lock record owned by a concurrent active transaction Transaction is in the WAIT mode FIREBIRD INTERNATIONAL CONFERENCE '2014 23
  • 24. NNeeww rreeccoorrdd lleevveell ccoouunntteerrss iinn vv33..xx Record waits Attempts to update/delete/lock record owned by a concurrent active transaction Transaction is in the WAIT mode Record conflicts Unsuccessful attempts to update/delete/lock record owned by a concurrent active transaction UPDATE CONFLICT is reported FIREBIRD INTERNATIONAL CONFERENCE '2014 24
  • 25. NNeeww rreeccoorrdd lleevveell ccoouunntteerrss iinn vv33..xx Backversion reads Versions chased while finding a visible one Means old snapshots FIREBIRD INTERNATIONAL CONFERENCE '2014 25
  • 26. NNeeww rreeccoorrdd lleevveell ccoouunntteerrss iinn vv33..xx Backversion reads Versions chased while finding a visible one Means old snapshots Fragment reads Fragmented records Means extra page fetches/reads FIREBIRD INTERNATIONAL CONFERENCE '2014 26
  • 27. NNeeww rreeccoorrdd lleevveell ccoouunntteerrss iinn vv33..xx MON$TABLE_STATS MON$RECORD_STATS MON$STATS_ID MON$STATS_GROUP MON$TABLE_NAME MON$RECORD_STATS_ID MON$STATS_ID MON$STATS_GROUP MON$RECORD_SEQ_READS MON$RECORD_IDX_READS etc FIREBIRD INTERNATIONAL CONFERENCE '2014 27
  • 28. TTOODDOO:: ppaaggee lleevveell ccoouunntteerrss Page writes (expanded) Regular writes (immediate / commit / rollback) Overflow writes Asynchronous writes FIREBIRD INTERNATIONAL CONFERENCE '2014 28
  • 29. TTOODDOO:: ppaaggee lleevveell ccoouunntteerrss Page writes (expanded) Regular writes (immediate / commit / rollback) Overflow writes Asynchronous writes Page waits How many times page requests waited Shows contention inside the page cache FIREBIRD INTERNATIONAL CONFERENCE '2014 29
  • 30. TTOODDOO:: iinnddeexx ccoouunntteerrss Possible metrics Index scans Node inserts / deletes Bucket splits / merges Keys scanned / compared while searching Reported per index MON$INDEX_STATS FIREBIRD INTERNATIONAL CONFERENCE '2014 30
  • 31. TTOODDOO:: tteemmppoorraarryy ssppaaccee ccoouunntteerrss Operation metrics Reads / writes resolved through the cache Reads / writes redirected to temp files I/O amount metrics Bytes read / written through the cache Bytes read / written from/to temp files FIREBIRD INTERNATIONAL CONFERENCE '2014 31
  • 32. TTOODDOO:: ttiimmee ssttaattiissttiiccss Elapsed time Total inside the engine Spent in the user space Spent in the system / kernel space FIREBIRD INTERNATIONAL CONFERENCE '2014 32
  • 33. TTOODDOO:: ttiimmee ssttaattiissttiiccss Elapsed time Total inside the engine Spent in the user space Spent in the system / kernel space Wait time Database (and maybe temp files) I/O Page cache waits Transaction waits FIREBIRD INTERNATIONAL CONFERENCE '2014 33
  • 34. TTOODDOO:: iinntteeggrraattiioonn Collecting the statistics StatsD, CollectD Reporting / analyzing Graphite / Graphene Other tools Nagios, Cacti, Zabbix FIREBIRD INTERNATIONAL CONFERENCE '2014 34