online-ml/river

Implement dataframe interchange API

Closed

#1,428 opened on Nov 1, 2023

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 (0 comments) (0 reactions) (0 assignees)Python (553 forks)batch import
EnhancementGood first issue

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Description

  • See this
  • This way we can make all of our mini-batch code works with all kinds of dataframes

Contributor guide

Research direction
Study the dataframe interchange protocol at the provided link, then examine how River's mini batch code currently handles dataframes to understand where to integrate the new API.
Tech stack
python
Domain
apidata
Issue type
Feature
DifficultyEstimated implementation difficulty for a new contributor, from 1 for very small changes to 5 for expert-level work.
3
Estimated timeA rough time range for an experienced contributor to investigate, implement, test, and prepare a pull request.
3-5 days
Activity statusHow available the issue appears right now: fresh, active, stale, blocked, or waiting on maintainer input.
Fresh
ClarityHow clearly the issue explains the expected change, acceptance criteria, and next step.
Clear
Prerequisites
PythonDataFrames
Newbie friendlinessA 1-100 score estimating how approachable this issue is for first-time contributors.
40