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The following resources are used:

...

Previous Lotus testing performance results:

Lotus Snapshot Performance testing


Modules:

Data Import Module (mod-data-import-2.5.0-SNAPSHOT.231)

...

Performance-optimized configuration:

Folio

...

MAX_REQUEST_SIZE = 4000000 (for all modules)

Kafka

...

2

...

Tasks for all

...

DI Modules (except mod-data-import)

2

...

Partition for all DI

...

Kafka topics

Please Notice: an environment should be configured in such a way that for every Kafka topic there are as many partitions as many instances created for a module connected to that topic

Examples:

Code Block
title

...

Delete old topic

...

./kafka-topics.sh --bootstrap-server=<kafka-ip>:9092 --delete --topic perf-eks-folijet.Default.fs09000000.DI_ERROR


Code Block
titlerecreate topic with "--partitions 2 --replication-factor 1"

...

./kafka-topics.sh --bootstrap-server=<kafka-ip>:9092 --create --topic perf-eks-folijet.Default.fs09000000.DI_ERROR --partitions 2 --replication-factor 1

...


Warning

Due to limitations in metric names, topics with a period ('.') or underscore ('_') could collide. To avoid issues it is best to use either, but not both.
Created topic perf-eks-folijet.Default.fs09000000.DI_ERROR.


Code Block
titleget topic info

...

./kafka-topics.sh --bootstrap-server=<kafka-ip>:9092 --describe --topic perf-eks-folijet.Default.fs09000000.DI_ERROR


Panel
titleCreated Topic

Topic: perf-eks-folijet.Default.fs09000000.DI_ERROR PartitionCount: 2   ReplicationFactor: 1    Configs: min.insync.replicas=1,message.format.version=2.6-IV0,unclean.leader.election.enable=true
    Topic: perf-eks-folijet.Default.fs09000000.DI_ERROR Partition: 0    Leader: 1   Replicas: 1 Isr: 1
    Topic: perf-eks-folijet.Default.fs09000000.DI_ERROR Partition: 1    Leader: 2   Replicas: 2 Isr: 2 (edited) 

JVM

...

mod-data-import: -XX:MaxRAMPercentage=85.0 -XX:+UseG1GC / cpu: 128m/192m | memory: 1Gi/1Gi

...

mod-inventory-storage: -XX:MaxRAMPercentage=80 -XX:MetaspaceSize=120M -XX:+UseG1GC / DB_MAXPOOLSIZE = 15 / cpu: 512m/512m 1024m | memory: 778Mi1024Mi/846Mi1200Mi

Tests:

envprofile

records

number

time in Morning Glorytime in Lotus

Kafka

partition

number

module

instance

number

CPUdescription

MG Perf Rancher

PTF Create - 2

5000

7 min

8 min

2

2

512/1024

mod-source-record-manager-3.4.0-SNAPSHOT.659+

2022-

05

06-

27T12

10T07:

58

44:

30

27.

331

576+00:00

2022-

05

06-

27T13

10T07:

05

51:

08

11.

683

140+00:00

MG Perf Rancher

PTF Create - 2

5000

7 min

8 min

2

2

512/1024

NEW

mod-source-record-manager-3.4.0-SNAPSHOT.659+

-Ddi.flow.control.enable=false

2022-06-

10T07

14T10:24:44

:27

.

576

093+00:00

2022-06-

10T07

14T10:

51

31:

11

54.

140

725+00:00

MG Perf Rancher

PTF Update - 1

5000

10

11 min

13 min

2

2

512/1024

2022

mod-

05-27T13:22:35.123

source-record-manager-3.4.0-SNAPSHOT.659+

2022-06-20T06:18:46.748+00:00

2022-

05

06-

27T13

20T06:

32

30:

35

02.

344

991+00:00

MG Perf Rancher

PTF Create - 2

10`000

21

16 min

| 27min


19 min

2

2

512/1024

-Ddi.flow.control.enable=false

mod-source-record-manager-3.4.0-SNAPSHOT.659+

2022-

05

06-

30T09

10T07:

51

54:

13

23.

876

720+00:00

| 2022-05-31T18:13:05.977+00:00

2022-

05

06-

30T10

10T08:

12

08:

33.982+00:00 | 2022-05-31T18:40:58.928

48.484+00:00

MG Perf Rancher

PTF Create - 2

10`000

14 2022-06-10T07:54:23.720

16 min

19 min

2

2

512/1024

NEW

mod-source-record-manager-3.4.0-SNAPSHOT.659+
-Ddi.flow.control.enable=false

2022-06-14T10:36:41.482+00:00

2022-06-

10T08

14T10:

08

53:

48

03.

484

556+00:00

MG Perf Rancher

PTF Update - 1

10`000

30

22 min

25 min

2

2

512/1024

-Ddi.flow.control.enable=false

mod-source-record-manager-3.4.0-SNAPSHOT.659+

2022-

05

06-

31T19

20T07:

19

07:

46

00.

296

594+00:00

2022-

05

06-

31T19

20T07:

49

28:

59

54.

651

905+00:00

MG Perf Rancher

PTF Create - 2

10`000

50`000

21

59 min

19 min

1h 25min

2

2

512/1024

-Ddi.flow.control.enable=true

mod-source-record-manager-3.4.0-SNAPSHOT.659+

2022-

05

06-

31T20

10T08:

02

12:

06

29.

368

178+00:00

2022-

05

06-

31T20

10T09:

23

11:

19

34.

490

642+00:00

MG Perf RancherPTF Update - 1
10`000
50`000
31
1h 42 min
25 min
2h 17min22512/1024
-Ddi.flow.control.enable=true

mod-source-record-manager-3.4.0-SNAPSHOT.659+

2022-06-

01T19

20T09:

08

11:

11

41.

563

701+00:00

2022-06-

01T19

20T10:

39

54:

58

29.

80319 min

378+00:00

MG Perf Rancher

PTF Create - 2

10`00017 min

100`000

 2h 20min

2h 24min

(22 errors)

2

2

512/1024

-Ddi.flow.control.enable=true
-Ddi.flow.control.max.simultaneous.records=100
-Ddi.flow.control.records.threshold=50

mod-source-record-manager-3.4.0-SNAPSHOT.659+

2022-06-

03T09

13T09:

20

30:

07

35.

654

574+00:00

2022-06-

03T09

13T12:

37

26:

51

52.

631

484+00:00

MG Perf RancherPTF
Create
Update -
2
30`0001h 6 min45 minMG Perf RancherPTF Update - 1
30`000 1h 26min-22512/10242022-05-27T15:37:33.580
1100`0002h 49min

4h 40min

(tests were made for 1 instance number and partition number

22512/1024

2022-05-27T13:37:12.980+00:00

2022-05-27T14:31:52.595+00:00

mod-source-record-manager-3.4.0-SNAPSHOT.659+

2022-06-21T11:46:43.175+00:00

2022-

05

06-

27T17

21T14:

03

36:

15

05.

7023 errors:

532+00:00

MG Perf RancherPTF Create - 2
50`0002h 37 min1h 25min22512/1024

57 errors Inventory/Inventory-storage errors:

io.netty.channel.StacklessClosedChannelException

2022-06-01T19:48:33.977+00:00

2022-06-01T22:25:59.700+00:00

,

io.vertx.core.impl.NoStackTraceThrowable: Connection is not active now, current status: CLOSED

io.vertx.core.impl.NoStackTraceThrowable: Timeout

MG Perf Rancher

PTF Create - 2

50`00059 min1h 25min2022-06-10T08:12:29.178+


500`000

14h 46min

(60 errors)

15h 37min

(31 errors)

2

2

512/1024

NEW

mod-source-record-manager-3.4.0-SNAPSHOT.659+

60 errors

2022-06-13T14:27:40.568+00:00

2022-06-

10T09

14T05:

11

14:

34

27.

642

458+00:00

MG
Perf RancherPTF Create - 2
100`000 2h 56min2h 24min (22 errors)2022-06-13T09:30:35.574
BugfestDefault Marc Bib Create50004min
22512/1024

NEW

mod-source-record-manager - Xmx = 2G

"startedDate"   : "2022-08-15T14:57:13.753+00:00",

"completedDate" : "2022-

06

08-

13T12

15T15:

26

01:

52

29.

484

365+00:00",

MG
Perf RancherPTF Create - 2
50`00014h 46min (60 errors)15h 37min (31 errors)22512/1024

NEW

60 errors

2022-06-13T14:27:40.568+00:00

2022-06-14T05:14:27.458+00:00

60 errors (500K - PTF Create - 2):

io.vertx.core.impl.NoStackTraceThrowable: proxyClient failure: mod-inventory-storage-23.1.0-SNAPSHOT.692 http://mod-inventory-storage: Connection was closed: POST /holdings-storage/holdings
io.vertx.core.impl.NoStackTraceThrowable: proxyClient failure: mod-inventory-storage-23.1.0-SNAPSHOT.692 http://mod-inventory-storage: Connection was closed: POST /instance-storage/instances
io.vertx.core.impl.NoStackTraceThrowable: {"errors":[{"message":"must not be null","type":"1","code":"javax.validation.constraints.NotNull.message","parameters":[{"key":"contributors[0].name","value":"null"}]}]}
io.vertx.core.impl.NoStackTraceThrowable: {"errors":[{"message":"must not be null","type":"1","code":"javax.validation.constraints.NotNull.message","parameters":[{"key":"contributors[2].name","value":"null"}]}]}
io.vertx.core.impl.NoStackTraceThrowable: proxyClient failure: mod-inventory-storage-23.1.0-SNAPSHOT.692 http://mod-inventory-storage: finishConnect(..) failed: Connection refused: mod-inventory-storage.folijet.svc.cluster.local/172.20.250.48:80: POST /holdings-storage/holdings
io.vertx.core.impl.NoStackTraceThrowable: proxyClient failure: mod-inventory-storage-23.1.0-SNAPSHOT.692 http://mod-inventory-storage: finishConnect(..) failed: Connection refused: mod-inventory-storage.folijet.svc.cluster.local/172.20.250.48:80: POST /instance-storage/instances
io.vertx.core.impl.NoStackTraceThrowable: proxyClient failure: mod-inventory-storage-23.1.0-SNAPSHOT.692 http://mod-inventory-storage: readAddress(..) failed: Connection reset by peer: POST /holdings-storage/holdings
io.vertx.core.impl.NoStackTraceThrowable: proxyClient failure: mod-inventory-storage-23.1.0-SNAPSHOT.692 http://mod-inventory-storage: readAddress(..) failed: Connection reset by peer: POST /instance-storage/instances

...

BugfestDefault Marc Bib Create1000010min
22512/1024

mod-source-record-manager - Xmx = 2G

"startedDate"   : "2022-08-15T15:03:07.364+00:00",

"completedDate" : "2022-08-15T15:13:28.827+00:00"

MG BugfestCreate SRS MARC Authority50005min
22512/1024

mod-source-record-manager - Xmx = 2G

"startedDate"    : "2022-08-16T00:15:55.396+00:00",

"completedDate" : "2022-08-16T00:20:19.240+00:00",

MG BugfestCreate SRS MARC Authority100008 min
22512/1024

mod-source-record-manager - Xmx = 2G

"startedDate"       : "2022-08-16T14:52:53.191+00:00",

"completedDate" : "2022-08-16T15:00:12.723+00:00"

MG BugfestCreate SRS MARC Authority5000034min
22512/1024

mod-source-record-manager - Xmx = 2G

"startedDate"      : "2022-08-16T15:01:15.360+00:00",

"completedDate" : "2022-08-16T15:35:37.028+00:00",


Results before flow control fix: MODSOURMAN-811

envprofile

records

number

timetime in Lotus

Kafka

partition

number

module

instance

number

CPUdescription
MG Perf RancherPTF Create - 2
50007 min8 min22512/1024

mod-source-record-manager-3.4.0-SNAPSHOT.621

2022-05-27T12:58:30.331+00:00

2022-05-27T13:05:08.683+00:00

MG Perf Rancher

PTF Update - 1

5000

10 min

13 min

2

2

512/1024

2022-05-27T13:22:35.123+00:00

2022-05-27T13:32:35.344+00:00

MG Perf Rancher

PTF Create - 2

10`000

21 min | 27min

19 min

2

2

512/1024

-Ddi.flow.control.enable=false

2022-05-30T09:51:13.876+00:00 | 2022-05-31T18:13:05.977+00:00

2022-05-30T10:12:33.982+00:00 | 2022-05-31T18:40:58.928+00:00

MG Perf Rancher

PTF Update - 1

10`000

30 min

25 min

2

2

512/1024

-Ddi.flow.control.enable=false

2022-05-31T19:19:46.296+00:00

2022-05-31T19:49:59.651+00:00

MG Perf Rancher

PTF Create - 2

10`000

21 min

19 min

2

2

512/1024

-Ddi.flow.control.enable=true

2022-05-31T20:02:06.368+00:00

2022-05-31T20:23:19.490+00:00

MG Perf Rancher

PTF Update - 1

10`000

31 min

25 min

2

2

512/1024

-Ddi.flow.control.enable=true

2022-06-01T19:08:11.563+00:00

2022-06-01T19:39:58.803+00:00

MG Perf Rancher

PTF Create - 2

10`000

17 min

19 min

2

2

512/1024

-Ddi.flow.control.enable=true
-Ddi.flow.control.max.simultaneous.records=100
-Ddi.flow.control.records.threshold=50

2022-06-03T09:20:07.654+00:00

2022-06-03T09:37:51.631+00:00

MG Perf Rancher

PTF Create - 2

30`000

1h 6 min

45 min

2

2

512/1024

2022-05-27T13:37:12.980+00:00

2022-05-27T14:31:52.595+00:00

MG Perf Rancher

PTF Update - 1

30`000

 1h 26min

-

2

2

512/1024

2022-05-27T15:37:33.580+00:00

2022-05-27T17:03:15.702+00:00

MG Perf Rancher

PTF Create - 2

50`000

2h 37 min

1h 25min

2

2

512/1024

3 errors: io.netty.channel.StacklessClosedChannelException

2022-06-01T19:48:33.977+00:00

2022-06-01T22:25:59.700+00:00


60 errors (500K - PTF Create - 2):

Almost all errors with mod-inventory storage related to not having enough memory for instances (memory: 778Mi/846Mi).  Instances of mod-inventory-storage were restarted 2 times.

Image Added


io.vertx.core.impl.NoStackTraceThrowable: {"errors":[{"message":"must not be null","type":"1","code":"javax.validation.constraints.NotNull.message","parameters":[{"key":"contributors[0].name","value":"null"}]}]}
io.vertx.core.impl.NoStackTraceThrowable: {"errors":[{"message":"must not be null","type":"1","code":"javax.validation.constraints.NotNull.message","parameters":[{"key":"contributors[2].name","value":"null"}]}]}

io.vertx.core.impl.NoStackTraceThrowable: proxyClient failure: mod-inventory-storage-23.1.0-SNAPSHOT.692 http://mod-inventory-storage: Connection was closed: POST /holdings-storage/holdings
io.vertx.core.impl.NoStackTraceThrowable: proxyClient failure: mod-inventory-storage-23.1.0-SNAPSHOT.692 http://mod-inventory-storage: Connection was closed: POST /instance-storage/instances
io.vertx.core.impl.NoStackTraceThrowable: proxyClient failure: mod-inventory-storage-23.1.0-SNAPSHOT.692 http://mod-inventory-storage: finishConnect(..) failed: Connection refused: mod-inventory-storage.folijet.svc.cluster.local/172.20.250.48:80: POST /holdings-storage/holdings
io.vertx.core.impl.NoStackTraceThrowable: proxyClient failure: mod-inventory-storage-23.1.0-SNAPSHOT.692 http://mod-inventory-storage: finishConnect(..) failed: Connection refused: mod-inventory-storage.folijet.svc.cluster.local/172.20.250.48:80: POST /instance-storage/instances
io.vertx.core.impl.NoStackTraceThrowable: proxyClient failure: mod-inventory-storage-23.1.0-SNAPSHOT.692 http://mod-inventory-storage: readAddress(..) failed: Connection reset by peer: POST /holdings-storage/holdings
io.vertx.core.impl.NoStackTraceThrowable: proxyClient failure: mod-inventory-storage-23.1.0-SNAPSHOT.692 http://mod-inventory-storage: readAddress(..) failed: Connection reset by peer: POST /instance-storage/instances
io.vertx.core.impl.NoStackTraceThrowable: proxyClient failure: mod-inventory-storage-23.1.0-SNAPSHOT.692 http://mod-inventory-storage: readAddress(..) failed: Connection reset by peer: POST /item-storage/items

Performance testing of update item scenario after removal of index (MODDATAIMP-697):

In the scope of FOLIO-3388 "item_status_name_idx_gin" index for the Item status field was removed from mod-inventory-storage. However, this index potentially can be used for matching by Item status during Item update.

Job profile structure to update item and matching item by status field:

  • Job profile
  • Match profile (902$a to Item HRID)
    • For matches: sub match profile (Static match of "Available" to Item Loan and Availability Status)
      • For matches: action profile (action = update; Folio record type = Item)
        • Mapping profile (Folio record type = Item)

Test results:


records numbertimedescription
Testing with index50006 | 40 | 6 | 6

Testing without index50006 | 11 | 6 | 6


Analysis of the query for matching item by status field:

Example of the CQL query built while processing the sub-match profile for matching by status: 

status.name == "Available" AND id == "4ae2603d-1f71-457f-b69a-3eed820d6cfb"

This CQL query is translated by mod-inventory-storage to the following SQL:

Code Block
languagesql
SELECT id, jsonb, creation_date, created_by, holdingsrecordid, permanentloantypeid, temporaryloantypeid, materialtypeid, permanentlocationid, temporarylocationid, effectivelocationid
FROM fs09000000_mod_inventory_storage.item
WHERE (
	CASE WHEN length(lower(f_unaccent('Available'))) <= 600 
		 THEN left(lower(f_unaccent(item.jsonb->'status'->>'name')),600) LIKE lower(f_unaccent('Available')) 
		 ELSE left(lower(f_unaccent(item.jsonb->'status'->>'name')),600) LIKE left(lower(f_unaccent('Available')),600) AND lower(f_unaccent(item.jsonb->'status'->>'name')) LIKE lower(f_unaccent('Available')) 
	END	
) AND lower(f_unaccent(item.jsonb->'status'->>'name')) LIKE lower(f_unaccent('Available')) END) AND (id='4ae2603d-1f71-457f-b69a-3eed820d6cfb')
LIMIT 2 OFFSET 0


For the particular case when matching by item status is used as sub match profile no indexes of the Item status field are used. Instead, a more efficient algorithm is applied to perform data lookup using the index for the id field.

Code Block
languagesql
titlequery plan
collapsetrue
"Limit  (cost=0.56..8.84 rows=1 width=1156) (actual time=0.038..0.040 rows=1 loops=1)"
"  ->  Index Scan using item_pkey on item  (cost=0.56..8.84 rows=1 width=1156) (actual time=0.038..0.039 rows=1 loops=1)"
"        Index Cond: (id = '4ae2603d-1f71-457f-b69a-3eed820d6cfb'::uuid)"
"        Filter: ("left"(lower(f_unaccent(((jsonb -> 'status'::text) ->> 'name'::text))), 600) ~~ 'available'::text)"
"Planning Time: 0.195 ms"
"Execution Time: 0.053 ms"

During the testing item update scenario it was observed that the "item_status_name_idx_gin" index deletion does not impact the performance of matching Item by status. According to the results of analysis, this index is not used for matching Item by status field during data import.