Title: FeatureSets are delivered to Ingestion Job through Kafka by pyalex · Pull Request #792 · feast-dev/feast · GitHub
Open Graph Title: FeatureSets are delivered to Ingestion Job through Kafka by pyalex · Pull Request #792 · feast-dev/feast
X Title: FeatureSets are delivered to Ingestion Job through Kafka by pyalex · Pull Request #792 · feast-dev/feast
Description: What this PR does / why we need it: SpecService & IngestionJob are now communicate through kafka topics, which makes job restarts on FeatureSet change obsolete. Now job restarted only when subscription configuration of store was changed. Communication Flow: SpecService.applyFeatureSet publish FeatureSetSpec to specs-topic and set FeatureSet status to Pending IngestionJob reads from this topic (all history of changes + recent updates) & build materialized view of Specs in memory IngestionJob sends acknowledgment back to SpecService via specs-ack-topic SpecService collects acknowledgments from all related jobs (see FeatureSetJobStatus) and when all running jobs acknowledged FeatureSet status is changed to Ready Which issue(s) this PR fixes: Fixes #761 Does this PR introduce a user-facing change?: No
Open Graph Description: What this PR does / why we need it: SpecService & IngestionJob are now communicate through kafka topics, which makes job restarts on FeatureSet change obsolete. Now job restarted only when subs...
X Description: What this PR does / why we need it: SpecService & IngestionJob are now communicate through kafka topics, which makes job restarts on FeatureSet change obsolete. Now job restarted only when ...
Opengraph URL: https://github.com/feast-dev/feast/pull/792
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