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#12: prefetch specs and validate on job expansion #15

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merged 1 commit into from
Dec 31, 2018

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tims
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@tims tims commented Dec 24, 2018

Solves #12

This change stops the ingestion jobs talking to the core api during job execution. They just do it once during job expansion.

This means that all encountered features during the job MUST be specified in the import spec upfront.

This is particularly relevant for the streaming jobs which didn't require that before.
A pubsub importSpec, should list the feature ids required in the schema.

I haven't yet tested this on an real streaming job. So we should do that before merge.

…portSpec and fetch their relevant storage spec, then validate
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tims commented Dec 24, 2018

It also ensure that the job will fail early during expansion, if the feature specs, entity specs or storage specs aren't found.

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@zhilingc zhilingc left a comment

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Works well, afaik. Thanks. :)

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@pradithya pradithya left a comment

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LGTM, thanks!

@zhilingc zhilingc merged commit 18cbad5 into feast-dev:master Dec 31, 2018
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tims commented Dec 31, 2018

Woot!

tmihalac pushed a commit to tmihalac/feast that referenced this pull request Jun 13, 2024
update the document change and fix teardown function
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3 participants