Skip to content

Latest commit

 

History

History
90 lines (75 loc) · 2.62 KB

README.md

File metadata and controls

90 lines (75 loc) · 2.62 KB
Raw

faiss4j

java wrapper for facebook faiss

how to build this

#build faiss first

Firstly we need to compile from faiss code, please follow this doc

I started the experiment with a clean centos docker image, so I needed to install something beforehand

yum install -y epel-release
yum install -y git
yum install -y devtoolset-8.x86_64
yum install -y gcc.x86_64 gcc-c++.x86_64 libgcc.x86_64
yum install -y cmake3.x86_64 make
yum groupinstall "Development Tools"  --skip-broken
yum install -y swig3.x86_64
yum install -y java-1.8.0-openjdk-devel.x86_64
yum install -y maven.noarch
yum install -y python-devel.x86_64
yum install -y python34-devel
yum install -y blas64.x86_64 blas64-devel.x86_64 blas64-static.x86_64
yum install -y lapack64.x86_64 lapack64-devel.x86_64 lapack64-static.x86_64

can't do GPU building since I don't have gpu on the server.

enter faiss, run ./configure to check environment

./configure --without-cuda
make
make install

it shows

/usr/bin/mkdir -p /usr/local/lib /usr/local/include/faiss
cp libfaiss.a libfaiss.so /usr/local/lib

then faiss is built

#build java wrapper in root of faiss4j I chose faiss tagged 1.5.0 IT MIGHT NOT WORK WITH OTHER VERSIONS

swig -c++ -java -package com.thenetcircle.services.faiss -o swigfaiss4j.cpp  -outdir src/main/java/com/thenetcircle/services/faiss/ -Doverride= -I../faiss-1.5.0/ swigfaiss4j.swig

this command uses swig to generate a cpp file swigfaiss4j.cpp which works as bridge between jni and faiss code, it also creates correspondent java definitions

now we need to compile this swigfaiss4j.cpp into lib for java to call, (I am just a java guy with little knowledge with compiling c/c++)

g++ -std=c++11 \
 -fPIC \
 -fopenmp \
 -m64 \
 -Wno-sign-compare \
 -g \
 -O3 \
 -Werror \
 -Wextra \
 -msse4 \
 -mpopcnt  \
 -z noexecstack \
 -L /usr/local/lib \
 -I ../faiss-1.5.0/ \
 -I /usr/lib/jvm/java-1.8.0-openjdk/include/ \
 -I /usr/lib/jvm/java-1.8.0-openjdk/include/linux/ \
 -lfaiss \
  swigfaiss4j.cpp \
  -shared -o swigfaiss4j.so

at last, libfaiss.so should be in current path -rwxr-xr-x 1 root root 3594624 Apr 16 09:20 swigfaiss4j.so

somehow, the java stub class has an error at com/thenetcircle/services/faiss/RangeSearchPartialResult.java:[64,14] error: method finalize() is already defined in class RangeSearchPartialResult

then let us run some test

LD_LIBRARY_PATH=. mvn test -Dtest=com.thenetcircle.services.faiss4j.tests.Examples#testLib