Overview IN PROGRESSThis document contains the results of testing workflows Check-in/Check-out and Data Import for MARC Bibliographic records in the Quesnelia release with a new MSK instance type. The main idea is to see how the m7g series affects FOLIO performance. Compared results for main workflows with different instance types: kafka.m5.2xlarge against kafka.m7g.2xlarge.
Ticket:
PERF-921
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Getting issue details...
STATUS
Summary
- Comparing kafka.m5.2xlarge against kafka.m7g.2xlarge instance type
- Data Import durations and CI/CO response time do not differ significantly. The number of requests during 2 hour CI/CO with Data Import test stayed the same 287669 in m5 and 287155 in m7g MSK instance type.
- Resource utilization
- Memory utilization didn't differ a lot between two MSK clusters
- Disk consume less resources in both (idle and CICO+DI) scenarios with m7g instance type. CPU utilization 6 times bigger in idle state but 20% less under load with m7g instance type.
- Average DB CPU usage
- Average connection count
Test Runs
Test # | MSK instance type | Scenario | Load level |
|---|
| 1 | kafka.m5.2xlarge | CICO + DI MARC Bib Create | 8 users + 5K, 25K sequentially |
| 2 | DI MARC Bib Create | 5K, 25K sequentially |
| 3 | CICO + DI MARC Bib Update | 8 users + 5K, 25K sequentially |
| 4 | DI MARC Bib Update | 5K, 25K sequentially |
| 5 | kafka.m7g.2xlarge | CICO + DI MARC Bib Create | 8 users + 5K, 25K sequentially |
| 6 | DI MARC Bib Create | 5K, 25K sequentially |
| 7 | CICO + DI MARC Bib Update | 8 users + 5K, 25K sequentially |
| 8 | DI MARC Bib Update | 5K, 25K sequentially |
Test Results
This table shows results of Check-In/Check-out and Data Import create and update jobs.
The only difference between tests is MSK cluster instance type. Cluster ptf-mobius-testing2 has kafka.m5.2xlarge and cluster PERF-921 has kafka.m7g.2xlarge
| MSK instance: kafka.m5.2xlarge | File size | DI Duration without CI/CO | DI Duration | CI Average sec | CO Average sec |
|---|
| Create | 5k | 00:02:31 | 00:02:54 | 0.899 | 1.409 |
| 25k | 00:11:49 | 00:12:49 | 0.724 | 1.152 |
| Update | 5k | 00:03:06 | 00:03:14 | 0.807 | 1.257 |
| 25k | 00:15:00 | 00:15:30 | 0.784 | 1.275 |
| MSK instance: kafka.m7g.2xlarge |
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| Create | 5k | 00:03:05 | 00:02:39 | 0.707 | 1.104 |
| 25k | 00:12:03 | 00:12:08 | 0.718 | 1.129 |
| Update | 5k | 00:03:36 | 00:03:34 | 0.742 | 1.124 |
| 25k | 00:17:05 | 00:17:33 | 0.756 | 1.148 |
Check-in/Check-out without DI
| Scenario | Load level | Request | Response time, sec
MSK instance: kafka.m5.2xlarge | Response time, sec
MSK instance: kafka.m7g.2xlarge |
|---|
| 95 perc | average | 95 perc | average |
|---|
| Circulation Check-in/Check-out (without Data import) | 8 users | Check-in | 0.669 | 0.570 | 0.720 | 0.606 |
| Check-out | 1.152 | 0.960 | 1.241 | 0.969 |
Comparison
Data Import durations and Check-In/Check-Out response time comparison
Data Import durations and CI/CO response time do not differ significantly. The number of requests during 2 hour CI/CO with Data Import test stayed the same 287669 in m5 and 287155 in m7g MSK instance type.
| File size | DELTA, DI | DELTA, CICO+DI | DELTA, CI | DELTA, CO |
|---|
| Create | 5k | 00:00:34 | 00:00:15 | 0.192 | 0.305 |
| 25k | 00:00:14 | 00:00:41 | 0.006 | 0.023 |
| Update | 5k | 00:00:31 | 00:00:20 | 0.065 | 0.133 |
| 25k | 00:02:06 | 00:02:03 | 0.028 | 0.127 |
Kafka resource utilization comparison table
Disk consume less resources in both (idle and CICO+DI) scenarios with m7g instance type. CPU utilization 6 times bigger in idle state but 20% less under load with m7g instance type.
| Utilized resources | Scenario/Load | Brokers | MSK instance: kafka.m5.2xlarge | MSK instance: kafka.m7g.2xlarge | Delta, % |
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| Disk usage | Idle state |
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| 1 | 0.2095713 | 0.026 | -0.18357 |
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| 2 | 0.2086522 | 0.026 | -0.18265 |
| CICO+DI |
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| 1 | 4.6120204 | 4.35 | -0.26202 |
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| 2 | 4.611104 | 4.35 | -0.2611 |
| CPU usage | Idle state |
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| 1 | 0.93541725 | 6.63958275 | 5.704166 |
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| 2 | 0.78333345 | 6.227083625 | 5.44375 |
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| CICO | 1 | 13.7625025 | 10.6770835 | -3.08542 |
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| 2 | 11.94791625 | 9.87916575 | -2.06875 |
| CICO+DI | 1 | 38.09166625 | 31.13749875 | -6.95417 |
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| 2 | 33.82291125 | 32.53334625 | -1.28957 |
This table show comparison results of CICO without Data Import in two MSK clusters
| Scenario | Load level | Request | Response time, sec |
| Response time, sec |
| Delta |
|---|
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| MSK instance: kafka.m5.2xlarge |
| MSK instance: kafka.m7g.2xlarge |
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| 95 perc | Average | 95 perc | Average | Average |
| Circulation Check-in/Check-out (without Data import) | 8 users | Check-in | 0.669 | 0.57 | 0.72 | 0.606 | 0.036 |
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| Check-out | 1.152 | 0.96 | 1.241 | 0.969 | 0.009 |
Response time
MSK instance: kafka.m5.2xlarge
Service CPU Utilization
MSK instance: kafka.m5.2xlarge vs MSK instance: kafka.m7g.2xlarge
CPU utilization MSK instance: kafka.m5.2xlarge
| MSK instance: kafka.m5.2xlarge |
| MSK instance: kafka.m7g.2xlarge | DELTA |
|---|
| Module | CPU (CICO + 25k Create) | CPU (CICO + 25k Update) |
| Module | CPU (CICO + 25k Create) | CPU (CICO + 25k Update) | Delta, Create | Delta, Update |
| mod-inventory-b | 110.54 | 145.5 |
| mod-inventory-b | 115.21 | 136.94 | 4.67 | -8.56 |
| mod-quick-marc-b | 90.64 | 102.38 |
| mod-quick-marc-b | 95.15 | 96.4 | 4.51 | -5.98 |
| mod-di-converter-storage-b | 78.09 | 121.08 |
| mod-di-converter-storage-b | 81.26 | 100.43 | 3.17 | -20.65 |
| nginx-okapi | 64.1 | 98.19 |
| nginx-okapi | 70.58 | 88.94 | 6.48 | -9.25 |
| okapi-b | 39.14 | 58.73 |
| okapi-b | 38.89 | 50.55 | -0.25 | -8.18 |
| mod-source-record-storage-b | 28.06 | 44.84 |
| mod-source-record-storage-b | 31.61 | 39.13 | 3.55 | -5.71 |
| mod-users-b | 23.41 | 20.28 |
| mod-users-b | 23.6 | 22.12 | 0.19 | 1.84 |
| mod-inventory-storage-b | 20.17 | 24.74 |
| mod-inventory-storage-b | 21.37 | 19.9 | 1.2 | -4.84 |
| mod-source-record-manager-b | 18.9 | 19.54 |
| mod-feesfines-b | 18.28 | 9.11 | -0.62 | -10.43 |
| mod-feesfines-b | 17.74 | 8.11 |
| mod-configuration-b | 17.6 | 10.52 | -0.14 | 2.41 |
| mod-configuration-b | 14.55 | 10.3 |
| mod-source-record-manager-b | 17.39 | 18.27 | 2.84 | 7.97 |
| mod-dcb-b | 12.3 | 11.91 |
| mod-authtoken-b | 17.04 | 13.37 | 4.74 | 1.46 |
| mod-authtoken-b | 7.67 | 11.87 |
| mod-dcb-b | 13.23 | 12.33 | 5.56 | 0.46 |
| mod-search-b | 7.32 | 6 |
| mod-search-b | 7.95 | 1.83 | 0.63 | -4.17 |
| mod-pubsub-b | 6.35 | 6.8 |
| mod-pubsub-b | 6.82 | 6.49 | 0.47 | -0.31 |
| mod-entities-links-b | 3.58 | 2.26 |
| pub-okapi | 3.56 | 3.64 | -0.02 | 1.38 |
| pub-okapi | 3.42 | 3.4 |
| mod-circulation-storage-b | 3.35 | 2.7 | -0.07 | -0.7 |
| mod-patron-b | 2.84 | 2.77 |
| mod-patron-b | 2.72 | 2.79 | -0.12 | 0.02 |
| mod-circulation-storage-b | 2.83 | 2.91 |
| mod-entities-links-b | 2.24 | 2.23 | -0.59 | -0.68 |
| mod-data-import-b | 2.04 | 1.65 |
| mod-circulation-b | 1.98 | 1.8 | -0.06 | 0.15 |
| mod-circulation-b | 1.92 | 1.6 |
| mod-data-import-b | 1.76 | 1.88 | -0.16 | 0.28 |
| edge-patron-b | 1.15 | 1.16 |
| edge-patron-b | 1.13 | 1.16 | -0.02 | 0 |
| mod-patron-blocks-b | 0.99 | 0.81 |
| mod-patron-blocks-b | 0.97 | 1 | -0.02 | 0.19 |
| mod-users-bl-b | 0.85 | 2.51 |
| mod-users-bl-b | 0.68 | 0.68 | -0.17 | -1.83 |
| pub-edge | 0.07 | 0.07 |
| pub-edge | 0.06 | 0.06 | -0.01 | -0.01 |
DI MARC BIB Create and Update + CICO
Service Memory Utilization
MSK instance: kafka.m5.2xlarge
Memory consumption
| Module | Memory |
|---|
| mod-dcb-b | 68.81 |
| mod-inventory-b | 68.23 |
| mod-users-b | 50.17 |
| mod-di-converter-storage-b | 48.62 |
| mod-feesfines-b | 45.56 |
| mod-inventory-storage-b | 45.32 |
| mod-source-record-storage-b | 44.27 |
| okapi-b | 41.85 |
| mod-data-import-b | 41.42 |
| mod-patron-blocks-b | 41.04 |
| mod-search-b | 40.55 |
| mod-users-bl-b | 39.82 |
| mod-configuration-b | 38.78 |
| mod-source-record-manager-b | 38.45 |
| mod-pubsub-b | 36.86 |
| mod-quick-marc-b | 31.25 |
| mod-patron-b | 31.19 |
| mod-entities-links-b | 27.12 |
| mod-authtoken-b | 26.17 |
| mod-circulation-b | 24.17 |
| edge-patron-b | 22.77 |
| mod-circulation-storage-b | 20.02 |
| nginx-okapi | 4.69 |
| pub-okapi | 4.52 |
| pub-edge | 4.46 |
DB CPU Utilization
MSK instance: kafka.m5.2xlarge
Average DB CPU usage during data import is 85% during create jobs and 87& during Update jobs. Check-In/Check-Out period without DI - 15%.
DB Connections
MSK instance: kafka.m5.2xlarge
Average connection count during data import is about 850 connections for create and update jobs with CI/CO. And 730 connections for CI/CO without data import
DB load
MSK instance: kafka.m5.2xlarge
Top SQL-queries:
Appendix
Infrastructure
PTF -environment qcp1
Task count for modules mod-agreements, mod-serials-management, mod-graphql set to 0 during tests.
Modules
All qcp1 modules
| Module | Task Def. Revision | Module Version | Task Count | Mem Hard Limit | Mem Soft limit | CPU units | Xmx | MetaspaceSize | MaxMetaspaceSize |
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| qcp1-pvt |
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| Tue Jun 04 07:31:53 UTC 2024 |
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| mod-remote-storage | 4 | mod-remote-storage:3.2.0 | 2 | 4920 | 4472 | 1024 | 3960 | 512 | 512 |
| mod-ncip | 4 | mod-ncip:1.14.4 | 2 | 1024 | 896 | 128 | 768 | 88 | 128 |
| mod-finance-storage | 4 | mod-finance-storage:8.6.0 | 2 | 1024 | 896 | 1024 | 700 | 88 | 128 |
| mod-agreements | 4 | mod-agreements:7.0.0 | 2 | 1592 | 1488 | 128 | 0 | 0 | 0 |
| mod-ebsconet | 4 | mod-ebsconet:2.2.0 | 2 | 1248 | 1024 | 128 | 700 | 128 | 256 |
| mod-organizations | 4 | mod-organizations:1.9.0 | 2 | 1024 | 896 | 128 | 700 | 88 | 128 |
| mod-consortia | 2 | mod-consortia:1.1.0 | 2 | 3072 | 2048 | 128 | 2048 | 512 | 1024 |
| edge-sip2 | 2 | edge-sip2:3.2.0-SNAPSHOT.209 | 2 | 1024 | 896 | 128 | 768 | 88 | 128 |
| mod-serials-management | 4 | mod-serials-management:1.0.0 | 2 | 2480 | 2312 | 128 | 1792 | 384 | 512 |
| mod-settings | 4 | mod-settings:1.0.3 | 2 | 1024 | 896 | 200 | 768 | 88 | 128 |
| mod-data-import | 7 | mod-data-import:3.1.0 | 1 | 2048 | 1844 | 256 | 1292 | 384 | 512 |
| edge-dematic | 4 | edge-dematic:2.2.0 | 1 | 1024 | 896 | 128 | 768 | 88 | 128 |
| mod-search | 4 | mod-search:3.2.0 | 2 | 2592 | 2480 | 2048 | 1440 | 512 | 1024 |
| mod-inn-reach | 2 | mod-inn-reach:3.2.0-SNAPSHOT.86 | 2 | 3600 | 3240 | 1024 | 2880 | 512 | 1024 |
| mod-tags | 4 | mod-tags:2.2.0 | 2 | 1024 | 896 | 128 | 768 | 88 | 128 |
| edge-courses | 4 | edge-courses:1.4.0 | 2 | 1024 | 896 | 128 | 768 | 88 | 128 |
| mod-authtoken | 5 | mod-authtoken:2.15.1 | 2 | 1440 | 1152 | 512 | 922 | 88 | 128 |
| mod-inventory-update | 4 | mod-inventory-update:3.3.0 | 2 | 1024 | 896 | 128 | 768 | 88 | 128 |
| mod-notify | 4 | mod-notify:3.2.0 | 2 | 1024 | 896 | 128 | 768 | 88 | 128 |
| mod-configuration | 4 | mod-configuration:5.10.0 | 2 | 1024 | 896 | 128 | 768 | 88 | 128 |
| mod-orders-storage | 4 | mod-orders-storage:13.7.0 | 2 | 1024 | 896 | 512 | 700 | 88 | 128 |
| edge-caiasoft | 4 | edge-caiasoft:2.2.0 | 2 | 1024 | 896 | 128 | 768 | 88 | 128 |
| mod-login-saml | 4 | mod-login-saml:2.8.0 | 2 | 1024 | 896 | 128 | 768 | 88 | 128 |
| mod-erm-usage-harvester | 4 | mod-erm-usage-harvester:4.5.0 | 2 | 1024 | 896 | 128 | 768 | 88 | 128 |
| mod-licenses | 4 | mod-licenses:6.0.0 | 2 | 2480 | 2312 | 128 | 1792 | 384 | 512 |
| mod-gobi | 4 | mod-gobi:2.8.0 | 2 | 1024 | 896 | 128 | 700 | 88 | 128 |
| mod-password-validator | 4 | mod-password-validator:3.2.0 | 2 | 1440 | 1298 | 128 | 768 | 384 | 512 |
| mod-bulk-operations | 4 | mod-bulk-operations:2.0.0 | 2 | 3072 | 2600 | 1024 | 1536 | 384 | 512 |
| mod-fqm-manager | 4 | mod-fqm-manager:2.0.1 | 2 | 3000 | 2600 | 128 | 2048 | 384 | 512 |
| edge-dcb | 4 | edge-dcb:1.1.0 | 2 | 1024 | 896 | 128 | 768 | 88 | 128 |
| mod-graphql | 5 | mod-graphql:1.12.1 | 2 | 1024 | 896 | 128 | 768 | 88 | 128 |
| mod-finance | 4 | mod-finance:4.9.0 | 2 | 1024 | 896 | 128 | 700 | 88 | 128 |
| mod-erm-usage | 4 | mod-erm-usage:4.7.0 | 2 | 1024 | 896 | 128 | 768 | 88 | 128 |
| mod-batch-print | 5 | mod-batch-print:1.1.0 | 2 | 1024 | 896 | 128 | 768 | 88 | 128 |
| mod-copycat | 4 | mod-copycat:1.6.0 | 2 | 1024 | 512 | 128 | 768 | 88 | 128 |
| mod-lists | 4 | mod-lists:2.0.0 | 2 | 3000 | 2600 | 128 | 2048 | 384 | 512 |
| mod-entities-links | 5 | mod-entities-links:3.0.0 | 2 | 2592 | 2480 | 400 | 1440 | 0 | 1024 |
| mod-permissions | 8 | mod-permissions:6.5.0 | 2 | 1684 | 1544 | 512 | 1024 | 384 | 512 |
| pub-edge | 3 | pub-edge:2023.06.14 | 2 | 1024 | 896 | 128 | 768 | 0 | 0 |
| mod-orders | 4 | mod-orders:12.8.0 | 2 | 2048 | 1440 | 1024 | 1024 | 384 | 512 |
| edge-patron | 4 | edge-patron:5.1.0 | 2 | 1024 | 896 | 256 | 768 | 88 | 128 |
| edge-ncip | 4 | edge-ncip:1.9.2 | 2 | 1024 | 896 | 128 | 768 | 88 | 128 |
| edge-inn-reach | 2 | edge-inn-reach:3.1.1-SNAPSHOT.45 | 2 | 1024 | 896 | 128 | 768 | 88 | 128 |
| mod-users-bl | 4 | mod-users-bl:7.7.0 | 2 | 1440 | 1152 | 512 | 922 | 88 | 128 |
| mod-oa | 2 | mod-oa:2.1.0-SNAPSHOT.62 | 2 | 1024 | 896 | 128 | 768 | 88 | 128 |
| mod-inventory-storage | 4 | mod-inventory-storage:27.1.0 | 2 | 4096 | 3690 | 2048 | 3076 | 384 | 512 |
| mod-invoice | 5 | mod-invoice:5.8.0 | 2 | 1440 | 1152 | 512 | 922 | 88 | 128 |
| mod-user-import | 4 | mod-user-import:3.8.0 | 2 | 1024 | 896 | 128 | 768 | 88 | 128 |
| mod-sender | 5 | mod-sender:1.12.0 | 2 | 1024 | 896 | 128 | 768 | 88 | 128 |
| edge-oai-pmh | 4 | edge-oai-pmh:2.9.0 | 2 | 1512 | 1360 | 1024 | 1440 | 384 | 512 |
| mod-data-export-worker | 4 | mod-data-export-worker:3.2.1 | 2 | 3072 | 2048 | 1024 | 2048 | 384 | 512 |
| mod-rtac | 4 | mod-rtac:3.6.0 | 2 | 1024 | 896 | 128 | 768 | 88 | 128 |
| mod-circulation-storage | 4 | mod-circulation-storage:17.2.0 | 2 | 2880 | 2592 | 1536 | 1814 | 384 | 512 |
| mod-calendar | 4 | mod-calendar:3.1.0 | 2 | 1024 | 896 | 128 | 768 | 88 | 128 |
| mod-source-record-storage | 4 | mod-source-record-storage:5.8.0 | 2 | 5600 | 5000 | 2048 | 3500 | 384 | 512 |
| mod-event-config | 4 | mod-event-config:2.7.0 | 2 | 1024 | 896 | 128 | 768 | 88 | 128 |
| mod-courses | 4 | mod-courses:1.4.10 | 2 | 1024 | 896 | 128 | 768 | 88 | 128 |
| mod-circulation-item | 4 | mod-circulation-item:1.0.0 | 2 | 1024 | 896 | 128 | 0 | 0 | 0 |
| mod-inventory | 4 | mod-inventory:20.2.0 | 2 | 2880 | 2592 | 1024 | 1814 | 384 | 512 |
| mod-email | 4 | mod-email:1.17.0 | 2 | 1024 | 896 | 128 | 768 | 88 | 128 |
| mod-pubsub | 4 | mod-pubsub:2.13.0 | 2 | 1536 | 1440 | 1024 | 922 | 384 | 512 |
| mod-circulation | 4 | mod-circulation:24.2.0 | 2 | 2880 | 2592 | 1536 | 1814 | 384 | 512 |
| mod-di-converter-storage | 4 | mod-di-converter-storage:2.2.0 | 2 | 1024 | 896 | 128 | 768 | 88 | 128 |
| edge-rtac | 4 | edge-rtac:2.7.1 | 2 | 1024 | 896 | 128 | 768 | 88 | 128 |
| edge-orders | 4 | edge-orders:3.0.0 | 2 | 1024 | 896 | 128 | 768 | 88 | 128 |
| mod-users | 5 | mod-users:19.3.1 | 2 | 1024 | 896 | 128 | 768 | 88 | 128 |
| mod-template-engine | 4 | mod-template-engine:1.20.0 | 2 | 1024 | 896 | 128 | 768 | 88 | 128 |
| mod-patron-blocks | 4 | mod-patron-blocks:1.10.0 | 2 | 1024 | 896 | 1024 | 768 | 88 | 128 |
| mod-audit | 4 | mod-audit:2.9.0 | 2 | 1024 | 896 | 128 | 768 | 88 | 128 |
| edge-fqm | 4 | edge-fqm:2.0.0 | 2 | 1024 | 896 | 128 | 768 | 88 | 128 |
| mod-source-record-manager | 5 | mod-source-record-manager:3.9.0-SNAPSHOT.330 | 2 | 5600 | 5000 | 2048 | 3500 | 384 | 512 |
| nginx-edge | 3 | nginx-edge:2023.06.14 | 2 | 1024 | 896 | 128 | 0 | 0 | 0 |
| mod-quick-marc | 4 | mod-quick-marc:5.1.0 | 1 | 2288 | 2176 | 128 | 1664 | 384 | 512 |
| nginx-okapi | 3 | nginx-okapi:2023.06.14 | 2 | 1024 | 896 | 128 | 0 | 0 | 0 |
| okapi-b | 4 | okapi:5.3.0 | 3 | 1684 | 1440 | 1024 | 922 | 384 | 512 |
| mod-feesfines | 4 | mod-feesfines:19.1.0 | 2 | 1024 | 896 | 128 | 768 | 88 | 128 |
| mod-invoice-storage | 4 | mod-invoice-storage:5.8.0 | 2 | 1872 | 1536 | 1024 | 1024 | 384 | 512 |
| mod-dcb | 5 | mod-dcb:1.1.0 | 2 | 1024 | 896 | 128 | 768 | 88 | 128 |
| mod-service-interaction | 4 | mod-service-interaction:4.0.1 | 2 | 2048 | 1844 | 256 | 1290 | 384 | 512 |
| mod-data-export | 13 | mod-data-export:5.0.4 | 1 | 2048 | 1844
| 2048 | 0 | 0 | 0 |
| mod-patron | 4 | mod-patron:6.1.0 | 2 | 1024 | 896 | 128 | 768 | 88 | 128 |
| mod-oai-pmh | 4 | mod-oai-pmh:3.13.0 | 2 | 4096 | 3690 | 2048 | 3076 | 384 | 512 |
| edge-connexion | 4 | edge-connexion:1.2.0 | 2 | 1024 | 896 | 128 | 768 | 88 | 128 |
| mod-kb-ebsco-java | 4 | mod-kb-ebsco-java:4.0.0 | 2 | 1024 | 896 | 128 | 768 | 88 | 128 |
| mod-notes | 4 | mod-notes:5.2.0 | 2 | 1024 | 896 | 128 | 952 | 384 | 512 |
| mod-data-export-spring | 4 | mod-data-export-spring:3.2.0 | 1 | 2048 | 1844 | 256 | 1536 | 384 | 512 |
| mod-organizations-storage | 4 | mod-organizations-storage:4.7.0 | 2 | 1024 | 896 | 128 | 700 | 88 | 128 |
| mod-login | 4 | mod-login:7.11.0 | 2 | 1440 | 1298 | 1024 | 768 | 384 | 512 |
| pub-okapi | 3 | pub-okapi:2023.06.14 | 2 | 1024 | 896 | 128 | 768 | 0 | 0 |
| mod-eusage-reports | 4 | mod-eusage-reports:2.1.1 | 2 | 1024 | 896 | 128 | 768 | 88 | 128 |
Methodology/Approach
- To run CI/CO - carrier-io artefact was used
- DI tests were started from UI
