apache / apache/datafusion-python

Integrate `datafusion-distributed` with `datafusion-python`

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#1,612 コメント 16 件 リアクション 1 件 担当者 0 名 GitHub で見る
enhancement
主要言語
Python
スター
604
フォーク
174
平均マージ
1日 7時間
マージ済み PR(30日)
4

説明

**Is your feature request related to a problem or challenge? Please describe what you are trying to do.**

Allow running distributed queries in `datafusion-python`

**Describe the solution you'd like**

Ideally something well integrated with `datafusion-python` that does not require big changes or using different APIs for executing distributed queries.

`datafusion-python` is already a very ergonomic wrapper for using `datafusion`, so something maintaining that philosophy without introducing a lot of API surface would be ideal.

I'm interested specifically in using the `datafusion-distributed` library from within Python, and I see three mutually exclusive ways of integrating it:
- Make `datafusion-python` depend on `datafusion-distributed`, hiding some internal plumbing in `datafusion-python` and extending the current API with distributed capabilities.
- Create an external crate that depends on both `datafusion-distributed` and `datafusion-python` that ships an external API for using distributed functionality in `datafusion-python`
- Make `datafusion-distributed` depend on `datafusion-python`, providing a set of functions and classes that decorate `datafusion-python` with distributed capabilities

I'm not sure which approach aligns best with this project's philosophy, the naive intuition from someone unfamiliar with this project is that the first option has greater chances of providing a well integrated experience, and it's probably the easiest to implement due to the fact that internal plumbing in the Rust world can be hidden in this project.

I actually tried this here:
- https://github.com/apache/datafusion-python/pull/1611

And the fact that with only ~1K LOC, examples and tests included, can yield a functional integration, makes me think that it might actually not be a bad idea. But again, I don't know what I don't know, so would very gladly accept feedback and suggestions on something different.

コントリビューションガイド

このリポジトリのコントリビューションガイドは索引されていません

調査の方向性

Start by reviewing the attempted integration in pull request #1611 and the existing datafusion-python and datafusion-distributed APIs. Compare the three proposed dependency and API arrangements, then check the examples and tests included in that attempt. Done means an agreed integration direction that enables distributed queries from Python without unnecessary API changes.

索引モデルが issue の本文から書いたものです。

評価

技術スタック
python, rust
領域
data-engineering, distributed-systems
issue の種類
機能追加
難易度
5/5
見積もり時間
1週間以上
活発さ
静か
明瞭さ
おおむね明確
初心者へのやさしさ
35/100

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