MLBazaar / MLBazaar/MLBlocks

Add the possibility to append data to a variable

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new feature
Dominant language
Python
Stars
124
Forks
33
PR merge metrics
No merged PRs in 30d

Description

Sometimes it's needed to appended or merge the output of a primitive with its own input, or with some other variable.

Two possibilities exist for this:

  • Add a way to indicate that the output needs to be appended to the input. This way, for example, a primitive can add columns to X instead of replacing it.
  • Add a native primitive that allows the concatenation of multiple variables: X = pd.concat([X1, X2], axis=1)

Contributor guide

Open the contributing guide

First steps

  1. Read the whole issue, then the project's contributing guide.
  2. Comment on the issue to say you are picking it up — it saves two people doing the same work.
  3. Fork the repository and make your change on a branch.
  4. Open a pull request that references the issue number.

Research direction

The issue names no files, tests, or entry points. Begin by locating the primitive and variable-handling APIs, then compare the requested append behavior with the proposed pandas concatenation; done means one agreed behavior is specified and covered by tests.

Written by the indexing model from the issue text.

Assessment

Tech stack
pandas, python
Domain
data, machine-learning
Issue type
Feature
Difficulty
5/5
Estimated time
Over a week
Activity status
Stale
Clarity
Needs clarification
Newbie friendliness
25/100

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