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create a self-serve component for data-scientists #1842

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4 of 7 tasks
kkasravi opened this issue Oct 23, 2018 · 4 comments · Fixed by #1872
Closed
4 of 7 tasks

create a self-serve component for data-scientists #1842

kkasravi opened this issue Oct 23, 2018 · 4 comments · Fixed by #1872
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@kkasravi @jlewi
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area/0.4.0 priority/p1
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0.4.0
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0.4.0

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@kkasravi
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kkasravi commented Oct 23, 2018 •
edited

  • have all infra-components in a common namespace like 'kubeflow'
  • provide a CRD and controller so a datascientist can create one or more protected namespaces
  • protected namespaces created by the data scientist allow
    • jupyter notebooks to be run
    • tf-jobs to be run
    • tf-serving to be run
    • is secure such that only the data scientist can see it
@kkasravi
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kkasravi commented Oct 23, 2018 •
edited

/assign @kkasravi

@kkasravi kkasravi mentioned this issue Oct 23, 2018
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@kkasravi kkasravi changed the title create a self-serve environment for data-scientists create a self-serve component for data-scientists Oct 23, 2018
@jlewi
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jlewi commented Oct 24, 2018

Chatted with @kkasravi about this.

This will allow users to spin up their own, isolated namespace for resources like notebooks, TFJobs, and models.

This is really great. So I'm tagging it P1 for 0.4.0

@kkasravi
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/cc @jlewi

(fixing assignments)

@kkasravi kkasravi mentioned this issue Oct 26, 2018
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@kkasravi
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/assign @kkasravi

@jlewi jlewi added this to To do in 0.4.0 via automation Oct 29, 2018
@jlewi jlewi moved this from To do to Train Deploy From Notebook in 0.4.0 Oct 30, 2018
0.4.0 automation moved this from Train Deploy From Notebook to Done Nov 1, 2018
@carmine carmine added this to the 0.4.0 milestone Nov 6, 2018
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@kkasravi kkasravi

@jlewi jlewi

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0.4.0
  
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@kkasravi @carmine @jlewi