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Problem: We try to search a specific asset in the project, but fail to get it if we didn't write the whole asset path or name from begining of the asset path. This would be very inconvenient when we got lots of data assets in the project. Expected...
Provide a resource monitor when running a jupyter notebook
Provide a resource monitor when running a jupyter notebook. when I choose a runtime resource for a notebook, e.g. "GPU v100 runtime 2.2 on python 3.9", I get 16G gpu-memory, so it's important that I monitor the realtime consumption for the gpu-mem...
Ability to use an integrated full featured IDE like code-server (open source of VS code) for complex data wrangling, framework development and modularization of programs
Many data science code development tasks are analytical and can be done through the notebooks available.
There are however tasks that require more sophisticated code develpment for which notebooks are not as suitable.
For these it would be benef...
creation of new environments in Watson Studio based on custom image via cpdctl
We would like to use cpdctl to create new environments based on a custom image in a Watson Studio project. These environments are needed to execute Jupyter notebooks, which use packages that are not part of CP4D's default images, via cpdctl. We ne...
Model release management for batch and web-service scoring
In CP4D analytics project, there is no model release management framework like SPSS Collaboration and Deployment Services (CaDS). We need, 1. LEARNING - Running batch script for model re-training at some intervals(weekly or monthly), and save new ...
zeppelin notebooks have a number of nice features like built in graph capability, and it also lets you mix multiple interpreters into a single notebook. Yes you can do a lot of this with jupyter, but there will be those that have a large number of...
The data what we tested in assets are as follows.
data from WKC in a project
As a project editor, I can use the data without viewing the Patient ID, because I don't have the authorization to view it. So, it is a very important and helpful m...
To tighten security, disable Users from accessing their credentials in secrets, but allow access from flight service only
Currently their are some security holes in the product in that users can read out credentials from secrets.
This can happen accidentally or deliberately through a malicious user.
Consequence is that credentials stored can be exposed and used elsew...
Show meaningful error message when a RStudio pod can not be started because the system cannot request the needed resources
As a Data Scientist I frequently need to start runtime environments. Often these are small enough and they quite naturally fit the available resources. Sometimes however, there is a very large environment needed. Therefore I would like to see an m...
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