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Data splitter #33

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raghukiran1224 opened this issue Jul 22, 2021 · 1 comment
Open
2 of 3 tasks

Data splitter #33

raghukiran1224 opened this issue Jul 22, 2021 · 1 comment
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@mudhakar @raghukiran1224 @lchu6 @chcost
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cfp-datamodel Codeflare pipelines datamodel good first issue Good for newcomers help wanted Extra attention is needed Prio1 Medium priority, needs attention, order of 2-3 weeks user-story User story

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@raghukiran1224
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raghukiran1224 commented Jul 22, 2021 •
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Overview

As a CFP user, I would like to split a dataset (e.g., np array, pandas dataframe) into smaller objects that can then be fed into other nodes/pipeline. This is especially useful when we have compute intensive tasks and would like to parallelize it easily.

Acceptance Criteria

  • Design for splitter, should be simple and intuitive
  • Implementation as an extension to the Node construct
  • Tests

Questions

  • What type of semantics does the splitter node define?

Assumptions

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@raghukiran1224 raghukiran1224 added good first issue Good for newcomers help wanted Extra attention is needed cfp-datamodel Codeflare pipelines datamodel user-story User story Prio1 Medium priority, needs attention, order of 2-3 weeks labels Jul 22, 2021
@raghukiran1224
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The basic utility has been added, putting it as an actual node needs more work.

@raghukiran1224 raghukiran1224 mentioned this issue Jul 30, 2021
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@mudhakar mudhakar

@raghukiran1224 raghukiran1224

@lchu6 lchu6

@chcost chcost

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cfp-datamodel Codeflare pipelines datamodel good first issue Good for newcomers help wanted Extra attention is needed Prio1 Medium priority, needs attention, order of 2-3 weeks user-story User story
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@mudhakar @raghukiran1224 @lchu6 @chcost