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An MLOps framework to package, deploy, monitor and manage thousands of production machine learning models

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Please build multi-arch images if possible, including at least arm64 platform.

This feature request follows #3848 closed prematurely. It would be very helpful to have the ability to define `nodeSelector` and `tolerations` for the deployments of `seldon-controller-manager` when installed with the...

Based on the [docs](https://docs.seldon.io/projects/seldon-core/en/v1.11.0/python/python_component.html#user-defined-exceptions), seldon core supports custom error handling for REST endpoints. As an example, ```py """ Model Template """ class MyModel(Object): """ The field is used to register...

gRPC

This is part of Triton extensions https://github.com/triton-inference-server/server/blob/main/docs/protocol/extension_model_configuration.md

The latest 22.1.0 release of psf/black is moving from beta to their new stability policy that ensures more robust and consistent format across versions https://black.readthedocs.io/en/stable/the_black_code_style/index.html#stability-policy

When leveraging Prometheus' pod annotations to configure the inference graph's scraping, you are not able to specify multiple ports to scrape. This poses some issues when considering multi-node inference graphs,...

## Describe the bug I have several Seldon deployments across multiple versions. The pods are a 3-step graph with three different containers, using the python wrapper. Occasionally, one of the...

bug

Ambassador no longer supports v1 API in 2.X : https://www.getambassador.io/docs/emissary/latest/about/changes-2.0.0/ We need to confirm this is an issue.

bug

## Describe the bug There's a critical vulnerability in the latest seldon release Using `trivy` version 0.22.0 ran `trivy image --severity CRITICAL seldonio/seldon-core-operator:1.12.0` I obtained the following report ![image](https://user-images.githubusercontent.com/23174198/149528337-d8ee35f6-c002-4e2b-a1ba-497652c42587.png) This...

bug

We are using Istio 1.6.8 in integration and notebook tests. We should upgrade.