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@eedorenko eedorenko released this 16 Dec 18:08
· 105 commits to master since this release
2.2.0
6c2f03f
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Learn about vigilant mode.

Features:

  • Multi-stage pipeline and scoring observability #122 @algattik
    • Replaces separate build + release pipelines with a single multi-stage pipeline with stages for Build, Train, ACI, AKS and Webapp deployment.
    • ACI, AKS and Webapp deployment are optionally enabled (through Variables).
    • Added example of custom traces (logging) and correlating traces with requests with Kusto queries.
    • Added example of distributed tracing (client passes a trace header, logged by the scoring service).
  • Canary deployment sample #125 @eedorenko
    • Deploys two scoring images to a K8s cluster with Istio service mesh
    • Routes the traffic to the old/new models according to Canary weights
    • Routes the traffic to the old/new models analyzing the request header (A/B testing)

Fixes:

Assets 2
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