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| CMakeLists.txt | ||
| README.md | ||
| RocksDBInvertedLists.cpp | ||
| RocksDBInvertedLists.h | ||
| demo_rocksdb_ivf.cpp | ||
README.md
Storing Faiss inverted lists in RocksDB
Demo of storing the inverted lists of any IVF index in RocksDB or any similar key-value store which supports the prefix scan operation.
How to build
We use conda to create the build environment for simplicity. Only tested on Linux x86.
conda create -n rocksdb_ivf
conda activate rocksdb_ivf
conda install pytorch::faiss-cpu conda-forge::rocksdb cmake make gxx_linux-64 sysroot_linux-64
cd ~/faiss/demos/rocksdb_ivf
cmake -B build .
make -C build -j$(nproc)
Run the example
cd ~/faiss/demos/rocksdb_ivf/build
./rocksdb_ivf test_db