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mlops

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kedro
edogrigqv2
edogrigqv2 commented Dec 13, 2020

🚨🚨 Feature Request

We need description, citation, license, and version meta info to be added to the dataset.

Is your feature request related to a problem?

Some datasets need this info inside them for legal reasons.

If your feature will improve HUB

Easy to implement, won't hurt for sure.

Description of the possible solution

Currently, we have all metadata store

RafalSkolasinski
RafalSkolasinski commented Feb 24, 2021

For SC Operator it may be a good idea to generate CRD manifests from inside a docker container.
This should provide reproducible generation step and avoid "produces different output on my machine" issues.

Linter should also fail if generation of manifests produce diff with the commited version.

flyte
brucearctor
brucearctor commented Jul 22, 2021

Describe the bug
````Warning: rbac.authorization.k8s.io/v1beta1 ClusterRoleBinding is deprecated in v1.17+, unavailable in v1.22+; use rbac.authorization.k8s.io/v1 ClusterRoleBinding``` is pointed out when running instructions found https://docs.flyte.org/en/latest/deployment/sandbox.html due to version of K8s cluster

Expected behavior
Current version of K8s is 1.21 -- we should upgra

gaspardbb
gaspardbb commented Jun 19, 2021

Problem

If we pass a Path instance of pathlib to aim.Session(repo=path_repo), the path is silently converted to ''.

Solution

I would suggest editing clean_repo_path in aim.engine.utils.

Simply add:

def clean_repo_path(repo_path: str) -> str:
    if isinstance(repo_path, pathlib.Path):
        repo_path = str(repo_path)

We might also use `pathlib

Collective Knowledge framework (CK) helps to organize software projects as a database of reusable components, automation recipes and portable workflows with common APIs and extensible meta descriptions based on FAIR principles. See the real-world use cases to support reproducible MLSys R&D, enable portable MLOps and automate ML/SW/HW co-design:

  • Updated Jul 23, 2021
  • Python

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