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This document contains the results of testing Data Import for MARC Bibliographic records at Quesnelia release [non-ECS]. https://folio-org.atlassian.net/jira/people/712020:c7153665-e98d-4df6-a9f4-fe368ae2480f/boards/224?selectedIssue=PERF-836

Summary

Recommendations and Jiras


Ticket:

Jira Legacy
serverSystem Jira
serverId01505d01-b853-3c2e-90f1-ee9b165564fc
keyPERF-836
on QCP1 environment.

Summary

  • All Data-imports jobs finished successfully.

  • The date import duration for PTF - Create 2 profile slightly increased by 5% on average. The PTF - Updates Success - 1 profile was created for the Quesnelai release and has differences with the previous PTF - Updates Success - 6, so the results are not comparable with the Poopy release.

  • DI duration growth correlates to the number of records imported. 

  • The average CPU utilization of modules for all Create and Update jobs did not exceed 150 %. Spikes at the beginning on the mod-data-import module are expected because of large file uploading.

  • No memory leak is suspected for DI modules. During DI of 500K on both profiles, mod-pubsub has a sawtooth-like memory usage within the range of 40-60%.

  • Approximate DB CPU usage is close to 95% and this number goes for all jobs with files of more than 10k records. 

Comparison with previous testing results Data Import test report (Poppy)

  • Duration for Data-import with PTF - Create 2 has not increased significantly. In the Quesnelia release, there were some changes in the update profile so the new one was created PTF - Updates Success - 6, these durations will be the baseline for the next tests.

  • Services CPU utilization, Service memory utilization, and DB CPU utilization have the same utilization trend and values as in the Poppy release.

Recommendations and Jiras

  1. Investigate data-import job details failed to load

    Jira Legacy
    serverSystem Jira
    serverId01505d01-b853-3c2e-90f1-ee9b165564fc
    keyMODDATAIMP-1044

Results

25k

Test #

Data-import test

Profile

Duration

Poppy 

with R/W split enabled

Duration

Quesnelia

with R/W split enabled

Difference,

% /

sec

Results

1.

1k MARC BIB Create

PTF - Create 2

39 sec

54 sec

↓ 15 sec

Completed

2.

5k MARC BIB Create

PTF - Create 2

2 min 22 sec

3 min 20 sec

↓ 1 min 8 58 sec

Completed

3.

10k MARC BIB Create

PTF - Create 2

4 min 29 sec

6 minutes

↓ 1 min 31 sec

Completed

4.

25k MARC BIB Create

PTF - Create 2

10 min 38 sec

13 min 41 sec

↓ 3 min 3 sec

Completed 

5.

50k MARC BIB Create

PTF - Create 2

20 min 26 sec

21 min 59 sec

↓ 1 min 33 sec

Completed 

6.

100k MARC BIB Create

PTF - Create 2

2 hours 46 min

Cancelled

40 min 16 sec

Not applicable

Completed

7.

500k MARC BIB Create

PTF - Create 2

Not testedTested

3 hours 27 min

Not applicable

Completed

8.

1k MARC BIB Update

PTF - Updates Success - 6

34 sec

(PTF - Updates Success - 1)

34 sec1 min 59 sec

Not applicable

Completed

9

2k MARC BIB Update

PTF - Updates Success - 16

1 min 09 sec (PTF - Updates Success - 1)

2 min 43 sec

Not applicable

Completed

10

5k MARC BIB Update

PTF - Updates Success - 16

2 min 31 sec

↓ 6.66% / 17 sec

(PTF - Updates Success - 1)

7 min 10 sec

Not applicable

Completed

11

10k MARC BIB Update

PTF - Updates Success - 16

5 min 13 sec ↓ 1.84% / 10 sec(PTF - Updates Success - 1)

10 min 27 sec

Not applicable

Completed

12

25k MARC BIB Update

PTF - Updates Success - 16

12 min 27 sec ↓ 14% / 105 sec(PTF - Updates Success - 1)

23 min 16 sec

Not applicable

Completed

13

25k 50k MARC BIB Update

PTF - Updates Success - 1

2 min 15 sec

14

6

Not tested

40 min 52 sec

Not applicable

Completed

14

100k MARC BIB Update

PTF - Updates Success - 6

Not tested

1

12 min

hrs 2 min

Not applicable

Completed

15

500k MARC BIB Update

PTF - Updates Success - 6

Not tested

5 hrs 31 min

Not applicable

Completed

Test Runs 

MARC BIB CREATE

Tests #1-7 1k, 5k, 10k, 25k, 50k, 100k, 500k records

Data-import (Create)

start time

end time

1

500k_bib_Create.mrc

2024-04-01 09:56:59.095+00

2024-04-01 13:26:19.429+00

2

100k_bib_Create.mrc

2024-04-01 09:03:56.04+00

2024-04-01 09:44:12.654+00

3

50k_bib_Create.mrc

2024-04-01 08:18:58.078+00

2024-04-01 08:40:56.215+00

4

25k_bib_Create.mrc

2024-04-01 07:58:48.679+00

2024-04-01 08:12:30.555+00

5

10k_bib_Create.mrc

2024-04-01 07:47:09.388+00

2024-04-01 07:53:08.405+00

6

5k_bib_Create.mrc

2024-04-01 07:40:32.282+00

2024-04-01 07:43:52.674+00

7

1k_bib_Create.mrc

2024-04-01 07:38:30.511+00

2024-04-01 07:39:24.804+00

MARC BIB UPDATE

Tests #8-15 1k, 2k, 5k, 10k, 25k, 50k, 100k, 500k records

Data-import (Update)

start time

end time

1

DI_500K.mrc

2024-04-08 10:55:52.476+00

2024-04-08 16:27:37.544+00

2

DI_100K.mrc

2024-04-08 09:44:16.428+00

2024-04-08 10:46:45.049+00

3

DI_50K.mrc

2024-04-08 08:55:22.263+00

2024-04-08 09:36:15.233+00

4

DI_25K.mrc

2024-04-08 08:24:13.083+00

2024-04-08 08:47:29.199+00

5

DI_10K.mrc

2024-04-08 08:10:05.748+00

2024-04-08 08:20:33.03+00

6

DI_5K.mrc

2024-04-08 08:01:35.162+00

2024-04-08 08:08:45.756+00

7

DI_2K.mrc

2024-04-08 07:56:12.21+00

2024-04-08 07:58:56.049+00

8

DI_1K.mrc

2024-04-08 07:47:59.217+00

2024-04-08 07:49:58.516+00

Service CPU Utilization 

MARC BIB CREATE

...

CPU utilization for all modules came back to returned by default numbers after all tests. Average for mod-inventory-b - 130%, mod-inventory-storage-b - 25%, mod-source-record-storage-b - 40%, mod-source-record-manager-b - 35%, mod-di-converter-storage-b - 70%, , mod-data-import - 350% spike for 500k job(same behaviour on Poppy version).

image-20240402-125027.png

MARC BIB UPDATE

Tests #8-1415

1k, 2k, 5k, 10k, 25k, 25k50k, 100k, 25k recordsAverage for mod-inventory-b - 220%, mod-inventory-storage-b - 25%, mod-source-record-storage-b - 50%, mod-source-record-manager-b - 45%, mod-di-converter-storage-b - 90%, , mod-data-import - 96% spike for 25k job.500k records

...

Memory Utilization

No memory leak is suspected for DI modules.

...

1k, 5k, 10k, 25k, 50k, 100k, 500k records

...

MARC BIB UPDATE

Tests #8-1415

1k, 2k, 5k, 10k, 25k, 50k, 25k100k, 25k 500k records

...

RDS CPU Utilization 

MARC BIB CREATE

Average 95% for DI jobs with more than 10k records for Create and Update profiles

image-20240402-125315.png

MARC BIB UPDATE

...

RDS Database Connections

MARC BIB CREATE
 For DI  job Create maximum 275 and for Update - 260 connections

image-20240402-125422.pngImage Removed

When the SUT Data-Import job Create profile typically uses an average of 675 connections, whereas for Update profile, it uses around 640 connections. When the SAR number of the DB connection is about 500.

...

MARC BIB Update

...

Average active sessions (AAS)

MARC BIB CREATE

...

Top SQL

...

MARC BIB UPDATE

...

Top SQL

INSERT INTO fs09000000_mod_source_record_manager.events_processed 

...

MSK CPU utilization (Percent) OpenSearch

...

CPU (User) usage by broker

MARC BIB Create

...

MARC BIB Update

The use of resources on Kafka clusters will not be valid, since testing was carried out on another environment, as well as one connected to the tenant cluster.

Errors

Appendix

Infrastructure

PTF -environment pcp1

...

Code Block
fields @timestamp, @message, @logStream, @log
############       DISABLED MODULES
| filter @logStream not like "mod-remote-storage" and @logStream not like "edge-caiasoft" and @logStream not like "mod-graphql" and @logStream not like "edge-ncip" and @logStream not like "mod-rtac"
| filter @logStream not like "mod-finance"  and @logStream not like "mod-inn-reach"

############       DISABLED MODULES
| filter @message like "Error" or @message like "error" or @message like "ERROR"
#| filter @message like "Exception" or @message like "exception" or @message like "WARN" 

############       mod-authtoken/ 
| filter @message not like "Invalid token" and  @message not like "Token validation failure: Access token has expired" and @message not like "Access token has expired"

############       okapi-b , nginx-okapi
| filter @message not like "statusAny=ERROR" and  @message not like "No suitable module found for path and tenant" and  @message not like "Removing connection to endpoint" and  @message not like "ErrorTypeException: 503:"
| filter @message not like "error_page" 

############       mod-search
| filter @message not like "invokeBatchErrorHandler" and @message not like "ErrorHandlingUtils" and @message not like "FallbackBatchErrorHandler" and @message not like "DefaultErrorHandler" and @message not like "errorFromXContent"

############       mod-data-export-spring
| filter @message not like "java.lang.NoClassDefFoundError: io/vertx/core/Vertx" and @message not like "ERROR StatusConsoleListener Resolver failed to lookup FolioLoggingContext" 

############       mod-inventory ---- Instances contains error in title 
| filter @message not like "INFO  cceedingTitlesHelper createPrecedingSucceedingTitles" 

###########       mod-pub-sub 
| filter @message not like "TopicExistsException" and @message not like "Some of the topics" 

###########       OTHER ERRORS
| filter @message not like "Failed to index resource event" 
| filter @message not like "FeignException.errorStatus" and @message not like "FeignException.clientErrorStatus"  and @message not like "/var/log/nginx/error"
| filter @message not like "ErrorDecoder$Default.decode" and @message not like "InvocationContext.decodeError" and @message not like "Records indexed to elasticsearch"
| filter @message not like "HeapDumpOnOutOfMemoryError" and @message not like "while connecting to upstream" and @message not like "TopicExistsException" and @message not like "main ERROR Unrecognized"
| sort @timestamp desc
| limit 5000

Appendix

Infrastructure

  • 11 m6i.2xlarge EC2 instances located in US East (N. Virginia)us-east-1

    2 database  instances, writer/reader

    NameMemory GIBvCPUsmax_connections

    db.r6g.xlarge

    32 GiB4 vCPUs2731

    MSK tenant

    4

    [Number of ECS instances, instance type, location region]

  • 1 instance of db.r6.xlarge database instance: Writer instance

  • MSK - tenat

    • 4 kafka.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

Module

Task Def. Revision

Module Version

Task Count

Mem Hard Limit

Mem Soft limit

CPU units

Xmx

MetaspaceSize

MaxMetaspaceSize

qcp1-pvt

mod-data-import

5

mod-data-import:3.1.0-SNAPSHOT.174

1

2048

1844

256

1292

384

512

mod-search

2

mod-search:3.2.0-SNAPSHOT.199

2

2592

2480

2048

1440

512

1024

mod-configuration

2

mod-configuration:5.11.0-SNAPSHOT.348

2

1024

896

128

768

88

128

mod-permissions

4

mod-permissions:6.5.0-SNAPSHOT.374

2

1684

1544

512

1024

384

512

mod-inventory-storage

2

mod-inventory-storage:27.1.0-SNAPSHOT.719

2

4096

3690

2048

3076

384

512

mod-source-record-manager

2

mod-source-record-manager:3.8.0-SNAPSHOT.306

Methodology

...

2

5600

5000

2048

3500

384

512

okapi-b

2

okapi:5.1.2

3

1684

1440

1024

922

384

512

Methodology

  1. Pregenerated files were used for DI Create job profile

    • 1K, 2K, 5K, 10K, 25K, 50K, 100K and 500K files.

  2. Run DI Create on a single tenant one by one with the delay with files using PTF - Create 2 profile.

  3. Prepare files for DI Update with the Data export app, using previously imported items

  4. Run DI Update on a single tenant one by one with the delay with prepared files using PTF - Update Success 1 profile

...

  1. 6 profile

  • 1K, 2K, 5K, 10K, 25K, 50K, 100K and 500K files.

  1. Data-import durations were obtained from DB using SQL query

Code Block
SELECT (completed_date-started_date) as duration, *

...


	FROM fs09000000_mod_source_record_manager.job_execution

...

Code Block

where subordination_type = 'COMPOSITE_PARENT'
order by started_date desc
limit 10