Hydrospheredata / hydro-serving

MLOps Platform
http://docs.hydrosphere.io
Apache License 2.0
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Please create a working stable version - for Kubernetes #275

Closed zidev25 closed 5 years ago

zidev25 commented 5 years ago

We have been following for 6 months now - we have find great value in the efficiencies, productivity and model management handles Hydrosphere brings to the Platform dynamic.

Few suggestions - we have faced problems with unstable versions many times the last 4 weeks. The last 2 weeks were stable - even there 2 weeks there were mixups.

A suggestion is to leave a stable version - till major version changes - like say for every 2 months, which happens in the Rust world.

Changing public deployable versions without a 'expectation pattern' creates a lot disruption - as we have now.

Version instability has become chronic recently - this puts a damper on 'Hydrosphere excitement' on all of us.

We like Hydrosphere - but with regular disruptions our clients may make us bail..

A simple solution - is to have a tamper proof - stable version.

And nightly/weekly versions for the adventurous.

I hope these suggestions are useful and add to making the Hydrosphere platform - the go to destination - for model management, cloud agnostic scalable delivery and development process optimization.

zidev25 commented 5 years ago

The update is as posted in gitter -

The publicly available install works - along with hs upload.

Having istio installed before hydro-serving seems to create a problem with hs upload.

Following this installation flow circumvents the issue - hs upload works fine

[k8 -> metrics-server->hydro-serving->istio]