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Metric Monitoring Storage Layer #285

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shreyashankar opened this issue Dec 25, 2021 · 0 comments
Open
2 of 3 tasks

Metric Monitoring Storage Layer #285

shreyashankar opened this issue Dec 25, 2021 · 0 comments
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@shreyashankar
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L Large task, maybe somewhat dreading (multiple day & refactor)

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shreyashankar commented Dec 25, 2021 •
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Related to #241

We currently have 2 tables for outputs and feedback. We also need to create materialized views of the joined tables, one for each metric with its corresponding window size. We finally need to create metric value history tables for fast querying.

To Dos

  • Create Metric abstract class with compute function. Refactor Task class to include a registerMetric function.
  • In the registerMetric function, create materialized views on joins with relevant window sizes.
  • Create metric val history table. Create triggers to run metric computations at the refresh rate / compute frequency.
@shreyashankar shreyashankar added the L Large task, maybe somewhat dreading (multiple day & refactor) label Dec 25, 2021
@shreyashankar shreyashankar mentioned this issue Dec 25, 2021
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@shreyashankar shreyashankar self-assigned this Dec 25, 2021
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