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Data Import Observations for Improvements

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This page is used to brainstorm observations and issues with the current implementation of Iris (as of Hotfix 1).

Stability

  • Huge update jobs often stuck at 99%.  It has been observed that mod-inventory crashed several times due to OOM while the job is being run. 
    • Problem with mod-inventory's memory management:  

Scalability/Performance

  • Currently one CREATE import job of 50K records can run reliably, takes around 2 hours. Multiple CREATE jobs may be run but depending on the timing of when the second (or n-th job) starts, the first job is slowed down and the second or n-th job takes a very long time to get started and finishes. This is because of the overwhelming number of messages that are queued up in the Kafka topics that the first job created.  
    • Consequently running concurrently DI jobs in a multi-tenants cluster is almost impossible when the number of records per each job are tens of thousands. 
    • To date 100K CREATE imports have not been done successfully, either more or less records than anticipated have been created.
    • Current hardware's resources cannot accommodate both DI and circulation load successfully.

Functionality


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