aurum.md

Aurum

Folder Structure

.
├─── build_hash.py             # build the minhash of each column
├─── query.py                  # Get the union results                         
├─── hnsw_search.py     
└─── aurum.md

Quik Start

Step1: Check your environment

You need to properly install python package first. Please check package you have installed via pip list

Step2: build minhash

Here are some parameters:

-- task [choose task, str] [opendata, opendata_large, webtable, webtable_large]

python build_hash.py --task webtable

Step3: Querying

--benchmark [choose benchmark, str] [opendata, opendata_large, webtable, webtable_large]

--K [choose top-$k$ ,int] [5~30]

--threshold [choose threshold, float] [0.5~0.9]

--N [choose N, int] [4, 10, 16, 25, 50]

python query.py --benchmark webtable --K 5 --N 10 --threshold 0.7
``