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This is the use case for a metric store. https://blog.transform.co/history-of-the-metrics-store/ https://blog.transform.co/history-of-the-metrics-store/ It's
by edmundsauto 5y ago
This is the use case for a metric store. https://blog.transform.co/history-of-the-metrics-store/ https://blog.transform.co/history-of-the-metrics-store/
It's a separate system, which has downsides. As an upside, by being a component of your system, the integrations with monitoring, alerting, quality checks, and dashboards is usually pretty easy.
- kthejoker2 5y agoYeah I don't believe in a separate metrics store (or feature store - and I sell one!) It should all be in one SQL-like DSL with a natural language transpiler on top.
- edmundsauto 5y agoCan you recommend any good implementations of the ideal state? I worry that SQL is too much to learn, but natural language is way too ambiguous to map to anything resembling logic. (The best we can do, for natural logic -> executable logic is legislative code... And the ambiguity there is famous.)