---
title: "#upstep articles | Hashnode"
description: "Explore 1 articles tagged #upstep on Hashnode. Tutorials, guides, and how-tos from the community."
url: "https://hashnode.com/tag/upstep"
---

Tag

# #upstep

1 posts · 0 followers

[UpStep](https://hashnode.com/@upstep) · [Oct 10](https://hashnode.com/posts/does-this-etl-job-really-need-spark/6ac9d51fdfa98dbccdee760d)

### [Does This ETL Job Really Need Spark?](https://upstepasia.hashnode.dev/does-this-etl-job-really-need-spark?utm_source=hashnode&utm_medium=feed)

Compare DuckDB and Spark for ETL. Learn workload trade-offs, AWS Glue considerations, and a practical project to test performance and correctness.

8 min read · [upstepasia.hashnode.dev](https://upstepasia.hashnode.dev/does-this-etl-job-really-need-spark?utm_source=hashnode&utm_medium=feed)