aws/aws-sdk-pandas

Wrangler to support Hudi/Iceberg datasets read/write

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#1,470 opened on Jul 22, 2022

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 (8 comments) (11 reactions) (0 assignees)Python (3,560 stars) (630 forks)batch import
backlogenhancementhelp wanted

Description

Is your idea related to a problem? Please describe. No

Describe the solution you'd like It would be good to have support for CDC data lake formats like Apache Hudi, Apache Iceberg or Detla Lake format.

P.S. Please do not attach files as it's considered a security risk. Add code snippets directly in the message body as much as possible.

Contributor guide

Tech stack
pythonspark
Domain
databackend
Issue type
feature
DifficultyEstimated implementation difficulty for a new contributor, from 1 for very small changes to 5 for expert-level work.
5
Estimated timeA rough time range for an experienced contributor to investigate, implement, test, and prepare a pull request.
over 1 week
Activity statusHow available the issue appears right now: fresh, active, stale, blocked, or waiting on maintainer input.
stale
ClarityHow clearly the issue explains the expected change, acceptance criteria, and next step.
mostly clear
Prerequisites
PythonAWS Glue/Athena conceptsApache Hudi/Iceberg basics
Newbie friendlinessA 1-100 score estimating how approachable this issue is for first-time contributors.
10
Research direction
Investigate existing data source implementations in the repository (e.g., S3, Parquet readers) under the `awswrangler` directory. Review the AWS Glue and Athena documentation for native support of Hudi/Iceberg. Examine the closed PRs and discussions for prior attempts. The issue has 8 comments; review them for specific requirements and constraints. Consider starting with a minimal read only implementation to gauge complexity.
Wrangler to support Hudi/Iceberg datasets read/write · aws/aws-sdk-pandas#1470 | Good First Issue