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MLOps Python Library

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In order to make VirtualServices properly accessible via Istio ingress, some annotations usually need to be added, which is documented [here](https://docs.seldon.io/projects/seldon-core/en/latest/ingress/istio.html#istio-configuration-annotation-reference). In particular, `seldon.io/istio-host` defaults to `*`, which does not...

As far as I can see, the packing of standalone Python local modules is unsupported. The only way I can see the packing to be picked up is by making...

The local version of `mlserver` should be preferred over the default image (which is 0.4.1), however, this does not seem to be the case. I have confirmed that either using...

Let users manage their production-time dependencies explicitly through an optional `conda.yaml` file. If the file is not present, it would then fall back into the current behaviour.

Deploying a `tempo` model onto a Docker runtime and immediately calling it will result in an error: ``` Traceback (most recent call last): File "main.py", line 80, in main() File...

The dependency on `conda` is mentioned [here](https://tempo.readthedocs.io/en/latest/overview/quickstart.html#tempo-prequisites), however I believe this could be made more explicit. In particular, it is currently not clear that the user is expected to create...

In the examples, the following pattern is observed for specifying the local artifacts folder: ```python ARTIFACTS_FOLDER = os.getcwd()+"/artifacts" ``` Note that if the `os.getcwd()` call is ommited, the example will...

This PR adds the missing installation instructions. This is particularly needed because the PyPI package name is `mlops-tempo` as `tempo` is taken and is a completely different package. FYI when...

TODO: - [ ] add more details on setting up AWS IAM role to access S3 - [ ] use a different template to deploy Metaflow (without AWS Batch)

To simplify the Tempo codebase and interfaces, we could remove the concept of protocols and only support the v2 protocol, as this would allow us to just use triton and...