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NVIDIA / cudf-spark

git clone https://github.com/NVIDIA/cudf-spark.git v26.08.1 · 1mo ago 🔥 on GitHub Trending today

Spark plugin that offloads SQL and DataFrame operations to NVIDIA GPUs using the cuDF library.

Why you might care

Drop-in accelerator for existing Apache Spark jobs that runs supported operators on GPU while aiming for results bit-for-bit identical to Spark. Operator compatibility and tuning guides are provided; formerly known as the RAPIDS Accelerator for Apache Spark.

Categories

Alternatives

Apache SparkApache GlutenVelox
+1
stars, 24h · #13,503
+~2
stars, 7 days · #26,386
+10
stars, 30 days · #30,302
1.0k
★ total · +0% this week
311
forks · 2.1k open issues

Star history (as recorded here)

2026-10-20 · 1,012 ★ 2026-10-24 · 1,013 ★
LanguageScala
License—
Created2020-05-14 (6y ago)
Last pushtoday
Watchers45
OwnerOrganization

Seen on GitHub Trending

  • 2026-10-24 — #5 daily in scala
  • 2026-10-24 — #10 monthly in scala · +10 ★
  • 2026-10-23 — #9 daily in scala
  • 2026-10-23 — #8 monthly in scala · +10 ★
  • 2026-10-22 — #10 daily in scala
  • 2026-10-22 — #8 monthly in scala · +10 ★
  • 2026-10-21 — #23 daily in scala
  • 2026-10-21 — #7 monthly in scala · +10 ★
  • 2026-10-20 — #23 daily in scala
  • 2026-10-20 — #7 monthly in scala · +10 ★

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README

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Blurb generated by claude-haiku-5-5 today. Star deltas marked ~ are extrapolated from partial history.