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Title: Multi-stage pipeline + scoring observability by algattik · Pull Request #122 · microsoft/MLOpsPython · GitHub

Open Graph Title: Multi-stage pipeline + scoring observability by algattik · Pull Request #122 · microsoft/MLOpsPython

X Title: Multi-stage pipeline + scoring observability by algattik · Pull Request #122 · microsoft/MLOpsPython

Description: Builds on top of PR #121, and: 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). Closes #84 Fixes #91 Fixes #120

Open Graph Description: Builds on top of PR #121, and: 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 depl...

X Description: Builds on top of PR #121, and: 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 depl...

Opengraph URL: https://github.com/microsoft/MLOpsPython/pull/122

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