# 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
```