DualLoop

The experimental code for the DualLoop method of our VLDB'24 Industry Track submission

Getting started

• Step 1: install conda

• Step 2: please create a virtual environment with python, pip, and jupyter

conda env create -f environment.yml

• Step 3: activate this virtual environment

conda activate dualloop 

• Step 4: install the required packages

pip install -r requirements.txt

• Step 5: download the required modules

python -m spacy download en_core_web_lg

• Step 6: start a rdf4j server

cd rdf4j
./build.sh
docker-compose up -d   # require docker and docker-compose to be installed

• Step 7: load the datasets into the rdf4j server

cd data
python load.py load

• Step 8: run the experiments with the provided datasets

./run_all.sh