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Table of Contents
outlinetrue

Overview

Table of Contents
outlinetrue

Overview

  • This document contains the results of testing MOBIUS master-script tests on the MCPT environment with different environment configurations.

...

  • During the Data-Export tests we observe Error "java.lang.OutOfMemoryError: Metaspace", so parameters for data-export module were changed:
    • "memory": 1024 → 2304
    • "memoryReservation": 896 → 2048
    • -XX:MaxMetaspaceSize=128m → 256m
    • -Xmx768m → 1536m
  • After upgrade Data-Export module all Data Export tests finished successfully on qcpt environment using the Default instances, authority, holdings export job profiles and Custom PTF Profiles.
  • No memory leaks, memory consumption was stable during all of the tests.

  • Database CPU usage varied up to a maximum of 26%

...

WorkflowTest 1
Baseline Env
configuration
Test 2
CPU=0
Test 3
x2gd.xlarge
CPU=0
instances=6
Test 4
x2gd.xlarge
CPU=0
instances=8
Test 5
x2gd.large
CPU=0
instances=10
Test 6
r6g.xlarge
CPU=2
instances=12(14) 
Test 7
r6g.xlarge
CPU=2
instances=14
placement strategy
(one task per host)
Test 8
x2gd.large
CPU=2
instances=14
placement strategy
(one task per host)
Average
(milliseconds)
ErrorsAverage
(milliseconds)
ErrorsAverage
(milliseconds)
ErrorsAverage
(milliseconds)
ErrorsAverage
(milliseconds)
ErrorsAverage
(milliseconds)
ErrorsAverage
(milliseconds)
ErrorsAverage
(milliseconds)
Errors
AIE_TC: Create Invoices7682100%8106100%50468100%15554100%92805100%10191100%9716100%91611100%
AIE_TC: Invoices Approve2818100%3016100%24781100%7720100%51554100%4512100%4210100%51626100%
AIE_TC: Paying Invoices2882100%3164100%32994100%9788100%64642100%5430100%4902100%65029100%
CICO_TC_Check-In Controller20000%22140%190750%60380%329090%36590%31940%308310%
CICO_TC_Check-Out Controller35480%37990%292241%105600%573470%64390%55950%555030%
CSI_TC:Share local instance1305019%1307319%1426516%161920%173612%1378214%1333917%174601%
DE_Exporting MARC Bib records custom workflow847070%590990%38249156%1168690%56738983%1278850%885410%50075971%
DE_Exporting MARC Bib records workflow741260%430930%41798257%976564%62361091%821260%830460%45721258%
EVA_TC: View Account5190%5650%1603419%17360%406192%11381%9721%376691%
ILR_TC: Create ILR14220%14990%116071%38820%236760%24140%19970%223350%
MSF_TC: mod search by auth query7552%6680%18880%15000%61800%10800%9100%58940%
MSF_TC: mod search by boolean query2051%1590%5940%4270%20220%2580%2380%18710%
MSF_TC: mod search by contributors4401%3940%8560%8390%34540%6160%5300%33000%
MSF_TC: mod search by filter query3020%2840%5120%5390%20180%4160%3620%19240%
MSF_TC: mod search by keyword query3100%2800%5210%5370%20130%4160%3610%19120%
MSF_TC: mod search by subject query4480%4060%7970%7780%30760%6200%5190%29170%
MSF_TC: mod search by title query10901%10250%14350%13870%36870%14320%11490%35430%
OPIH_/oai/records53300%54040%93300%76770%68810%33270%69900%83350%
POO_TC: Add Order Lines521420%541930%2821920%792060%4120040%577350%577490%3999170%
POO_TC: Approve Order406560%425230%2117470%564460%2651670%439300%438340%2759350%
POO_TC Create Order307340%316520%1073180%429400%492340%321210%438340%1756430%
RTAC_TC: edge-rtac37350%38280%162950%13870%571950%42050%39500%555950%
SDIC_Single Record Import (Create)1327919%1389419%4502416%173050%790532%1465014%1453117%742011%
SDIU_Single Record Import (Update)184660%194320%218270100%282070%1183990%217360%209650%1157770%
TC: Receiving-an-Order-Line43765100%46104100%218270100%65242100%325230100%49024100%48538100%322267100%
Serials-Receiving-Workflow45694100%47336100%198116100%68545100%302203100%49873100%50028100%295508100%
Unreceiving-a-Piece7823100%7757100%40059100%13335100%64155100%9018100%8717100%60295100%
ULR_TC: Users loan Renewal Transaction28100%30780%226021%78290%383830%46730%40300%361430%

...

Here we can't see any sign of memory leaks on every module. Memory shows stable trend.


Kafka metrics


DB CPU Utilization

DB CPU was 99% average with ERW: Exporting Receiving Information

...

Here we can't see any sign of memory leaks on every module. Memory shows stable trend.


Kafka metrics



DB CPU Utilization

DB CPU was 99% average with ERW: Exporting Receiving Information

...

Here we can't see any sign of memory leaks on every module. Memory shows stable trend.


Kafka metrics




DB CPU Utilization

DB CPU was 64% maximum.

...

Here we can't see any sign of memory leaks on every module. Memory shows stable trend.


Kafka metrics




DB CPU Utilization

DB CPU was 91%.

...

Here we can't see any sign of memory leaks on every module. Memory shows stable trend.


Kafka metrics


DB CPU Utilization

DB CPU was 42%.

...

Here we can't see any sign of memory leaks on every module. Memory shows stable trend.


Kafka metrics




DB CPU Utilization

DB CPU was 98%.

...

Inctanse CPU Utilization

Kafka metrics




DB CPU Utilization

DB CPU was 98%.

DB Connections

Max number of DB connections was 5150.

DB load

                                                                                                                     

Top SQL-queries


Resource utilization for Test №8

Service CPU Utilization

Here we can see that okapi used 38% CPU in average.

Service Memory Utilization

Here we can't see any sign of memory leaks on every module. Memory shows stable trend.


Kafka metrics




DB CPU Utilization

DB CPU was maximum 53%.

DB Connections

Max number of DB connections was 3842.

DB load

                                                                                                                     

Top SQL-queries


...

PTF - Baseline MCPT environment configuration

  • 11 14 m6g.2xlarge EC2 instances located in US East (N. Virginia)us-east-1
  • 1 database  instance, writer

    Open


    NameMemory GIBvCPUsmax_connections

    db.r6g.xlarge4xlarge

    32 128 GiB4 vCPUs2731
  • Number of records in DB:
    •  cs00000001_0042
      • instances - 637243
    •  cs00000001
      • authorities - 55000
    •  cs00000001_0003
      • holdings  - 146704
      • instances - 148713
  • 16 vCPUs


  • Open Search ptf-test
    • Data nodes
      • Instance type - r6g.2xlarge.search
      • Number of nodes - 4
      • Version: OpenSearch_2_7_R20240502
    • Dedicated master nodes
      • Instance type - r6g.large.search
      • Number of nodes - 3
  • MSK tenant
    • 4 m5.2xlarge brokers in 2 zones
    • Apache Kafka version 2.8.0

    • EBS storage volume per broker 300 GiB

    • auto.create.topics.enable=true
    • log.retention.minutes=480
    • default.replication.factor=3


Expand
titleqcpt mcpt modules memory and CPU parameters

Cluster Resources - qcpt-pvt (Fri Jul 26 09:55:21 UTC 2024)- mcpt-pvt 


ModuleTask Def. RevisionModule VersionTask CountMem Hard LimitMem Soft limitCPU unitsXmxMetaspaceSizeMaxMetaspaceSize
mod-remote-storage18mod-remote-storage:3.0.124920447210243960512512
mod-ncip12mod-ncip:1.14.42102489612876888128
mod-finance-storage14mod-finance-storage:8.5.041024896102470088128
mod-agreements17mod-agreements:6.0.2015921488128000
mod-ebsconet12mod-ebsconet:2.1.1212481024128700128256
edge-sip212edge-sip2:3.1.12102489612876888128
mod-consortia18mod-consortia:1.0.325136477610244416384512
mod-organizations12mod-organizations:1.8.02102489612876888128
mod-settings17mod-settings:1.0.22102489620076888128
edge-dematic15edge-dematic:2.1.11102489612876888128
mod-data-import15mod-data-import:3.0.71204818442561292384512
mod-search18mod-search:3.0.5425922480204814405121024
mod-tags12mod-tags:2.1.02102489612876888128
mod-authtoken22mod-authtoken:2.14.1614401152102492288128
edge-courses12edge-courses:1.3.02102489612876888128
edge-inventory6edge-inventory:1.4.02102489612876888128
mod-inventory-update12mod-inventory-update:3.2.12102489612876888128
mod-notify12mod-notify:3.1.02102489612876888128
mod-configuration13mod-configuration:5.9.24102489612876888128
mod-orders-storage13mod-orders-storage:13.6.04102489651270088128
edge-caiasoft12edge-caiasoft:2.1.02102489612876888128
mod-login-saml15mod-login-saml:2.7.22102489612876888128
mod-erm-usage-harvester7mod-erm-usage-harvester:4.4.12102489612876888128
mod-password-validator12mod-password-validator:3.1.0214401298128768384512
mod-gobi13mod-gobi:2.7.12102489612876888128
mod-licenses15mod-licenses:5.0.22248023121281792384512
mod-fqm-manager12mod-fqm-manager:1.0.32102489612876888128
edge-dcb9edge-dcb:1.0.22102489612876888128
mod-bulk-operations18mod-bulk-operations:1.1.923072260010241536384512
mod-graphql12mod-graphql:1.12.00102489612876888128
mod-finance12mod-finance:4.8.04102489612876888128
mod-erm-usage7mod-erm-usage:4.6.02102489612876888128
mod-lists15mod-lists:1.0.52102489612876888128
mod-copycat12mod-copycat:1.5.02102489612876888128
mod-permissions26mod-permissions:6.4.04168415445121024384512
mod-entities-links17mod-entities-links:2.0.4225922480400144001024
pub-edge6pub-edge:2023.06.142102489612876800
mod-orders13mod-orders:12.7.142048144010241024384512
edge-patron14edge-patron:5.0.0.1582102489625676888128
edge-ncip12edge-ncip:1.9.22102489612876888128
mod-users-bl12mod-users-bl:7.6.021440115251292288128
edge-ea-data-export7edge-ea-data-export:4.1.02102489612876888128
mod-invoice13mod-invoice:5.7.241440115251292288128
mod-inventory-storage19mod-inventory-storage:27.0.444096369020483076384512
mod-user-import12mod-user-import:3.8.02102489612876888128
mod-sender12mod-sender:1.11.02102489612876888128
edge-oai-pmh15edge-oai-pmh:2.7.121512136010241440384512
mod-data-export-worker15mod-data-export-worker:3.1.223072280010242048384512
mod-rtac12mod-rtac:3.5.02102489612876888128
mod-task-list7mod-task-list:1.9.22102489612876888128
mod-circulation-storage20mod-circulation-storage:17.1.742880259215361814384512
mod-calendar13mod-calendar:2.5.02102489612876888128
mod-source-record-storage21mod-source-record-storage:5.7.525600500020483500384512
mod-event-config12mod-event-config:2.6.02102489612876888128
mod-courses12mod-courses:1.4.82102489612876888128
mod-circulation-item9mod-circulation-item:1.0.02102489612876888128
mod-inventory19mod-inventory:20.1.642880259210241814384512
mod-email12mod-email:1.16.02102489612876888128
mod-circulation20mod-circulation:24.0.1142880259215361814384512
mod-pubsub16mod-pubsub:2.11.32153614401024922384512
mod-di-converter-storage17mod-di-converter-storage:2.1.52102489612876888128
edge-rtac15edge-rtac:2.6.22102489612876888128
edge-orders15edge-orders:2.9.12102489612876888128
mod-template-engine12mod-template-engine:1.19.12102489612876888128
mod-users17mod-users:19.2.24102489612876888128
mod-patron-blocks14mod-patron-blocks:1.9.021024896102476888128
mod-audit13mod-audit:2.8.02102489612876888128
edge-fqm13edge-fqm:1.0.12102489612876888128
mod-source-record-manager18mod-source-record-manager:3.7.725600500020483500384512
nginx-edge6nginx-edge:2023.06.1421024896128000
mod-quick-marc16mod-quick-marc:5.0.11228821761281664384512
nginx-okapi9nginx-okapi:2023.06.14210248961536000
okapi-b8okapi:5.1.23168414401536922384512
mod-feesfines12mod-feesfines:19.0.02102489612876888128
mod-invoice-storage13mod-invoice-storage:5.7.041872153610241024384512
edge-users6edge-users:1.2.02102489612876888128
mod-dcb9mod-dcb:1.0.02102489612876888128
mod-service-interaction15mod-service-interaction:3.0.22204818442561290384512
mod-data-export17mod-data-export:4.8.711024896102476888128
mod-patron12mod-patron:6.0.04102489612876888128
mod-oai-pmh16mod-oai-pmh:3.12.824096369020483076384512
edge-connexion12edge-connexion:1.1.12102489612876888128
mod-kb-ebsco-java12mod-kb-ebsco-java:4.0.02102489612876888128
mod-notes13mod-notes:5.1.021024896128952384512
mod-data-export-spring15mod-data-export-spring:3.0.21204818442561536384512
mod-login12mod-login:7.10.12144012981024768384512
mod-organizations-storage13mod-organizations-storage:4.6.04102489612876888128
pub-okapi6pub-okapi:2023.06.142102489612876800
edge-erm7edge-erm:1.0.02102489612876888128
mod-eusage-reports7mod-eusage-reports:2.0.02102489612876888128




Methodology/Approach

MOBIUS Tests: scenarios were started by JMeter script from load generator. We had 100% error count for AIE_TC: Create Invoices, AIE_TC: Invoices Approve, AIE_TC: Paying Invoices, TC: Receiving-an-Order-Line, Unreceiving-a-Piece and Unreceiving-a-Piece Workflows because data was not regenerated.  

  • Test 1: Baseline MCPT Environment configuration according to tunning environment from previous report task count: 4 for services: mod-permissions, mod-search, mod-patron, mod-inventory, mod-inventory-storage, mod-circulation, mod-circulation-storage, mod-order, mod-order-storage, mod-invoice, mod-invoice-storage, for mod-users and mod-authtoken task count 6. Parameter srs.marcIndexers.delete.interval.seconds=86400 for mod-source-record-storage. Instances count: 14Database r6g.4xlargeAmazon OpenSearch Service  ptf-testr6g.2хlarge.search (4 nodes).
  • Test 2: The Baseline MCPT Environment configuration was applied, and CPU=0 was set for all modules.
  • Test 3: The Baseline MCPT Environment configuration was applied, the instance type was changed to x2gd.xlarge, the number of instances was changed to 6, and CPU=0 was set for all services.
  • Test 4: The Baseline MCPT Environment configuration was applied, the instance type was changed to x2gd.xlarge, the number of instances was changed to 8, and CPU=0 was set for all services.
  • Test 5: The Baseline MCPT Environment configuration was applied, the instance type was changed to x2gd.large, the number of instances was changed to 10, and CPU=0 was set for all services.
  • Test 6: The Baseline MCPT Environment configuration was applied, the instance type was changed to r6g.xlarge, the number of instances was changed to 14 but 12 were used, and CPU=2 was set for all services.
  • Test 7: The Baseline MCPT Environment configuration was applied, the instance type was changed to r6g.xlarge, the number of instances was changed to 14, placement strategy was updated to "one task per host", and CPU=2 was set for all services.
  • Test 8: The Baseline MCPT Environment configuration was applied, the instance type was changed to x2gd.large, the number of instances was changed to 14, placement strategy was updated to "one task per host", and CPU=2 was set for all services.