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[vector] add faiss jni to support faiss in java (#6985)
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‎.github/actions/build-faiss-native/action.yml‎

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name: 'Build FAISS Native Library'
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description: 'Build FAISS native library for specified platform'
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inputs:
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platform:
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description: 'Target platform (linux-amd64, linux-aarch64, darwin-aarch64)'
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required: true
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faiss-version:
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description: 'FAISS version to build (e.g., 1.7.4)'
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required: false
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default: '1.7.4'
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use-homebrew:
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description: 'Whether to use Homebrew for dependencies (macOS)'
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required: false
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default: 'false'
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runs:
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using: 'composite'
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steps:
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- name: Install native dependencies (Linux)
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if: inputs.use-homebrew == 'false'
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shell: bash
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run: |
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sudo apt-get update
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sudo apt-get install -y \
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build-essential \
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libopenblas-dev \
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liblapack-dev \
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patchelf \
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libgomp1 \
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wget
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- name: Install GCC 9 (Linux)
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if: inputs.use-homebrew == 'false'
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shell: bash
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run: |
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sudo apt-get install -y gcc-9 g++-9 || sudo apt-get install -y gcc g++
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if command -v gcc-9 &>/dev/null; then
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sudo update-alternatives --install /usr/bin/gcc gcc /usr/bin/gcc-9 90
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sudo update-alternatives --install /usr/bin/g++ g++ /usr/bin/g++-9 90
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fi
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gcc --version
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- name: Install CMake 3.30.1 (Linux)
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if: inputs.use-homebrew == 'false'
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shell: bash
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run: |
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CMAKE_VERSION="3.30.1"
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if [[ "${{ inputs.platform }}" == *"amd64"* ]]; then
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CMAKE_ARCH="x86_64"
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else
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CMAKE_ARCH="aarch64"
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fi
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wget -q https://github.com/Kitware/CMake/releases/download/v${CMAKE_VERSION}/cmake-${CMAKE_VERSION}-linux-${CMAKE_ARCH}.tar.gz
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tar -xzf cmake-${CMAKE_VERSION}-linux-${CMAKE_ARCH}.tar.gz
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sudo mv cmake-${CMAKE_VERSION}-linux-${CMAKE_ARCH} /opt/cmake
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sudo ln -sf /opt/cmake/bin/cmake /usr/local/bin/cmake
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cmake --version
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- name: Install FAISS (Linux)
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if: inputs.use-homebrew == 'false'
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shell: bash
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run: |
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git clone --depth 1 --branch v1.7.4 https://github.com/facebookresearch/faiss.git /tmp/faiss
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cd /tmp/faiss
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cmake -B build \
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-DFAISS_ENABLE_GPU=OFF \
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-DFAISS_ENABLE_PYTHON=OFF \
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-DBUILD_TESTING=OFF \
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-DCMAKE_BUILD_TYPE=Release
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cmake --build build -j $(nproc)
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sudo cmake --install build
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- name: Install dependencies (macOS)
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if: inputs.use-homebrew == 'true'
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shell: bash
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run: |
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brew install cmake libomp openblas faiss
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- name: Build native library
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shell: bash
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run: |
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./paimon-faiss/paimon-faiss-jni/scripts/build-native.sh --clean --fat-lib --faiss-version ${{ inputs.faiss-version }}
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- name: List built libraries (Linux)
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if: inputs.use-homebrew == 'false' && inputs.platform == 'linux-amd64'
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shell: bash
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run: |
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echo "=== Built libraries ==="
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ls -la paimon-faiss/paimon-faiss-jni/src/main/resources/linux/amd64/
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echo ""
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echo "=== Library dependencies ==="
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ldd paimon-faiss/paimon-faiss-jni/src/main/resources/linux/amd64/libpaimon_faiss_jni.so || true
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- name: List built libraries (Linux AARCH64)
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if: inputs.use-homebrew == 'false' && inputs.platform == 'linux-aarch64'
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shell: bash
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run: |
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echo "=== Built libraries ==="
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ls -la paimon-faiss/paimon-faiss-jni/src/main/resources/linux/aarch64/
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echo ""
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echo "=== Library dependencies ==="
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ldd paimon-faiss/paimon-faiss-jni/src/main/resources/linux/aarch64/libpaimon_faiss_jni.so || true
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- name: List built libraries (macOS)
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if: inputs.use-homebrew == 'true'
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shell: bash
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run: |
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echo "=== Built libraries ==="
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ls -la paimon-faiss/paimon-faiss-jni/src/main/resources/darwin/aarch64/
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echo ""
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echo "=== Library dependencies ==="
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otool -L paimon-faiss/paimon-faiss-jni/src/main/resources/darwin/aarch64/libpaimon_faiss_jni.dylib || true

‎.github/workflows/faiss-vector-index-tests.yml‎

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################################################################################
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# Licensed to the Apache Software Foundation (ASF) under one
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# or more contributor license agreements. See the NOTICE file
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# distributed with this work for additional information
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# regarding copyright ownership. The ASF licenses this file
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# to you under the Apache License, Version 2.0 (the
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# "License"); you may not use this file except in compliance
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# with the License. You may obtain a copy of the License at
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#
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# http://www.apache.org/licenses/LICENSE-2.0
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#
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# Unless required by applicable law or agreed to in writing, software
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# distributed under the License is distributed on an "AS IS" BASIS,
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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################################################################################
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name: Faiss Vector Index Tests
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on:
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push:
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paths:
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- 'paimon-faiss/**'
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- '.github/workflows/faiss-vector-index-tests.yml'
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pull_request:
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paths:
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- 'paimon-faiss/**'
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- '.github/workflows/faiss-vector-index-tests.yml'
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env:
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JDK_VERSION: 8
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MAVEN_OPTS: -Dmaven.wagon.httpconnectionManager.ttlSeconds=30 -Dmaven.wagon.http.retryHandler.requestSentEnabled=true
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concurrency:
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group: ${{ github.workflow }}-${{ github.event_name }}-${{ github.event.number || github.run_id }}
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cancel-in-progress: true
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jobs:
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build_test:
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runs-on: ubuntu-latest
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timeout-minutes: 90
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steps:
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- name: Checkout code
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uses: actions/checkout@v4
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- name: Set up JDK ${{ env.JDK_VERSION }}
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uses: actions/setup-java@v4
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with:
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java-version: ${{ env.JDK_VERSION }}
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distribution: 'temurin'
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- name: Build FAISS native library
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uses: ./.github/actions/build-faiss-native
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with:
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platform: linux-amd64
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- name: Build paimon-faiss-jni
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shell: bash
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run: mvn -B clean install -pl paimon-faiss/paimon-faiss-jni -am -DskipTests -Ppaimon-faiss
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- name: Test paimon-faiss-jni
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timeout-minutes: 10
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run: mvn -T 1C -B test -pl paimon-faiss/paimon-faiss-jni -DskipFaissTests=false -Ppaimon-faiss
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env:
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MAVEN_OPTS: -Xmx2048m

‎.github/workflows/utitcase.yml‎

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- 'paimon-python/**'
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- '.github/workflows/paimon-python-checks.yml'
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- 'paimon-lucene/**'
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- 'paimon-faiss/**'
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- '.github/workflows/faiss-vector-index-tests.yml'
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env:
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JDK_VERSION: 8
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jvm_timezone=$(random_timezone)
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echo "JVM timezone is set to $jvm_timezone"
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TEST_MODULES="!paimon-e2e-tests,"
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TEST_MODULES="!paimon-e2e-tests,!paimon-faiss/paimon-faiss-jni,"
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for suffix in ut 3.5 3.4 3.3 3.2; do
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TEST_MODULES+="!org.apache.paimon:paimon-spark-${suffix}_2.12,"
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done

‎.gitignore‎

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### Mac OS ###
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.DS_Store
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### Native build artifacts ###
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paimon-faiss/paimon-faiss-jni/build/
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paimon-faiss/paimon-faiss-jni/src/main/resources/darwin*
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paimon-faiss/paimon-faiss-jni/src/main/resources/linux*
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paimon-faiss/paimon-faiss-jni/src/main/native/cmake-build-debug/

‎paimon-faiss/paimon-faiss-jni/NOTICE‎

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Apache Paimon Faiss JNI
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Copyright 2024-2026 The Apache Software Foundation
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This product includes software developed at
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The Apache Software Foundation (https://www.apache.org/).
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This product includes Faiss (https://github.com/facebookresearch/faiss)
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developed by Facebook AI Research under the MIT License.
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‎paimon-faiss/paimon-faiss-jni/pom.xml‎

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<?xml version="1.0" encoding="UTF-8"?>
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<!--
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Licensed to the Apache Software Foundation (ASF) under one
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or more contributor license agreements. See the NOTICE file
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distributed with this work for additional information
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regarding copyright ownership. The ASF licenses this file
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to you under the Apache License, Version 2.0 (the
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"License"); you may not use this file except in compliance
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with the License. You may obtain a copy of the License at
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http://www.apache.org/licenses/LICENSE-2.0
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Unless required by applicable law or agreed to in writing,
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software distributed under the License is distributed on an
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"AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
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KIND, either express or implied. See the License for the
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specific language governing permissions and limitations
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under the License.
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-->
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<project xmlns="http://maven.apache.org/POM/4.0.0"
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xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
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xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/xsd/maven-4.0.0.xsd">
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<modelVersion>4.0.0</modelVersion>
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<parent>
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<artifactId>paimon-faiss</artifactId>
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<groupId>org.apache.paimon</groupId>
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<version>1.4-SNAPSHOT</version>
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</parent>
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<artifactId>paimon-faiss-jni</artifactId>
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<name>Paimon : Faiss JNI</name>
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<properties>
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<faiss.version>1.7.4</faiss.version>
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</properties>
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<dependencies>
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<dependency>
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<groupId>org.slf4j</groupId>
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<artifactId>slf4j-api</artifactId>
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</dependency>
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<!-- Test dependencies -->
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<dependency>
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<groupId>org.junit.jupiter</groupId>
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<artifactId>junit-jupiter</artifactId>
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<scope>test</scope>
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</dependency>
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</dependencies>
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<build>
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<plugins>
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<!-- Resources plugin to include native libraries -->
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<plugin>
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<groupId>org.apache.maven.plugins</groupId>
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<artifactId>maven-resources-plugin</artifactId>
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<configuration>
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<nonFilteredFileExtensions>
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<nonFilteredFileExtension>so</nonFilteredFileExtension>
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<nonFilteredFileExtension>dylib</nonFilteredFileExtension>
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</nonFilteredFileExtensions>
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</configuration>
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</plugin>
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</plugins>
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</build>
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<profiles>
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<!-- Profile for deploying to Maven Central with all platform native libraries -->
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<profile>
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<id>release</id>
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<build>
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<plugins>
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<!-- Include all platform native libraries -->
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<plugin>
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<groupId>org.apache.maven.plugins</groupId>
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<artifactId>maven-resources-plugin</artifactId>
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<executions>
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<execution>
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<id>copy-native-libs</id>
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<phase>prepare-package</phase>
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<goals>
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<goal>copy-resources</goal>
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</goals>
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<configuration>
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<outputDirectory>${project.build.outputDirectory}</outputDirectory>
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<resources>
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<resource>
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<directory>${project.basedir}/src/main/resources</directory>
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<includes>
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<include>**/*.so</include>
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<include>**/*.dylib</include>
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</includes>
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</resource>
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</resources>
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</configuration>
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</execution>
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</executions>
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</plugin>
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</plugins>
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</build>
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</profile>
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</profiles>
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</project>
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