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SIGMOD Programming Contest 2024: Hybrid Vector Search

This repository is an open-source code for the SIGMOD 2024 Programming Contest, which challenges participants to design and implement efficient and scalable algorithms for Hybrid Vector Search in high dimensional space.

Getting Started

Prerequirement

  • CMake >= 3.16
  • G++ >= 9.4.0
  • OpenMP >= 4.0

Quick start

We have provided a script (run.sh) for compiling and running.

sh ./run.sh

Build

Clone this repository to your local computer:

git clone https://github.com/KevinZeng08/sigmod-2024-contest.git
cd sigmod-2024-contest

Create the build directory for compilation.

rm -rf build
mkdir build
cd build

The dataset path has been hardcode in the baseline.cpp for the contest as example solution.

cmake -DCMAKE_BUILD_TYPE=Release ..
make -j${nproc}

Run

cd ..
./build/hybrid_search

Team: Alaya (Southern University of Science and Technology, Zhejiang University)

  • Members:
Name Email Institutions
Long Xiang [email protected] Southern University of Science and Technology
Bowen Zeng [email protected] Zhejiang University
Yu Lei [email protected] Zhejiang University
Yujun He [email protected] Southern University of Science and Technology
Weijian Chen [email protected] Southern University of Science and Technology
Yitao Zheng [email protected] Southern University of Science and Technology
Yanqi Chen [email protected] Southern University of Science and Technology

Copyright

Some source code adapted from pyglass

pyglass is under the MIT-licensed.