h2oai / h2oai/db-benchmark

add groupby 500GB (1e10)

Open
#39 0 comments 1 reaction 0 assignees View on GitHub
Dominant language
R
Stars
351
Forks
100
PR merge metrics
No merged PRs in 30d

Description

We should also test out-of-memory aggregations, as some of the tools can handle that.

Contributor guide

No contributing guide indexed for this repository

Research direction

The issue names no files, tests, or entry points. First inspect how this repository defines groupby benchmarks and configures dataset sizes, then determine how an out-of-memory aggregation at 500GB (1e10 rows) should be represented across the tools. Done means the benchmark scope, execution requirements, and expected out-of-memory result are documented and reproducible.

Written by the indexing model from the issue text.

Assessment

Tech stack
r
Domain
data, performance
Issue type
Feature
Difficulty
5/5
Estimated time
Over a week
Activity status
Stale
Clarity
Needs clarification
Newbie friendliness
25/100

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