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<IncludePath>$(VC_IncludePath);$(WindowsSDK_IncludePath);$(IncludePath);$(ProjectDir)</IncludePath>
|
98 |
+
<LibraryPath>$(OutDir);$(LibraryPath)</LibraryPath>
|
99 |
+
<ReferencePath>$(ReferencePath)</ReferencePath>
|
100 |
+
<IntDir>$(SolutionDir)obj\$(Platform)_$(Configuration)\$(ProjectName)\</IntDir>
|
101 |
+
</PropertyGroup>
|
102 |
+
<ItemDefinitionGroup Condition="'$(Configuration)|$(Platform)'=='Debug|x64'">
|
103 |
+
<ClCompile>
|
104 |
+
<WarningLevel>Level3</WarningLevel>
|
105 |
+
<SDLCheck>false</SDLCheck>
|
106 |
+
<PreprocessorDefinitions>_$(OutputType);_DEBUG;_MBCS;_SCL_SECURE_NO_WARNINGS;_CONSOLE;%(PreprocessorDefinitions)</PreprocessorDefinitions>
|
107 |
+
<ConformanceMode>true</ConformanceMode>
|
108 |
+
<PrecompiledHeader>NotUsing</PrecompiledHeader>
|
109 |
+
<DebugInformationFormat>ProgramDatabase</DebugInformationFormat>
|
110 |
+
<AdditionalIncludeDirectories>%(AdditionalIncludeDirectories)</AdditionalIncludeDirectories>
|
111 |
+
<OpenMPSupport>true</OpenMPSupport>
|
112 |
+
<AdditionalOptions>/Zc:twoPhase- %(AdditionalOptions)</AdditionalOptions>
|
113 |
+
<LanguageStandard>stdcpp17</LanguageStandard>
|
114 |
+
</ClCompile>
|
115 |
+
<Link>
|
116 |
+
<SubSystem>Console</SubSystem>
|
117 |
+
<GenerateDebugInformation>true</GenerateDebugInformation>
|
118 |
+
<AdditionalLibraryDirectories>%(AdditionalLibraryDirectories)</AdditionalLibraryDirectories>
|
119 |
+
<AdditionalDependencies>CoreLibrary.lib;%(AdditionalDependencies)</AdditionalDependencies>
|
120 |
+
</Link>
|
121 |
+
</ItemDefinitionGroup>
|
122 |
+
<ItemDefinitionGroup Condition="'$(Configuration)|$(Platform)'=='Debug|Win32'">
|
123 |
+
<ClCompile>
|
124 |
+
<WarningLevel>Level3</WarningLevel>
|
125 |
+
<SDLCheck>true</SDLCheck>
|
126 |
+
<PreprocessorDefinitions>_DEBUG;_CONSOLE;%(PreprocessorDefinitions)</PreprocessorDefinitions>
|
127 |
+
<ConformanceMode>true</ConformanceMode>
|
128 |
+
</ClCompile>
|
129 |
+
<Link>
|
130 |
+
<SubSystem>Console</SubSystem>
|
131 |
+
<GenerateDebugInformation>true</GenerateDebugInformation>
|
132 |
+
</Link>
|
133 |
+
</ItemDefinitionGroup>
|
134 |
+
<ItemDefinitionGroup Condition="'$(Configuration)|$(Platform)'=='Release|Win32'">
|
135 |
+
<ClCompile>
|
136 |
+
<WarningLevel>Level3</WarningLevel>
|
137 |
+
<FunctionLevelLinking>true</FunctionLevelLinking>
|
138 |
+
<IntrinsicFunctions>true</IntrinsicFunctions>
|
139 |
+
<SDLCheck>true</SDLCheck>
|
140 |
+
<PreprocessorDefinitions>NDEBUG;_CONSOLE;%(PreprocessorDefinitions)</PreprocessorDefinitions>
|
141 |
+
<ConformanceMode>true</ConformanceMode>
|
142 |
+
</ClCompile>
|
143 |
+
<Link>
|
144 |
+
<SubSystem>Console</SubSystem>
|
145 |
+
<EnableCOMDATFolding>true</EnableCOMDATFolding>
|
146 |
+
<OptimizeReferences>true</OptimizeReferences>
|
147 |
+
<GenerateDebugInformation>true</GenerateDebugInformation>
|
148 |
+
</Link>
|
149 |
+
</ItemDefinitionGroup>
|
150 |
+
<ItemDefinitionGroup Condition="'$(Configuration)|$(Platform)'=='Release|x64'">
|
151 |
+
<ClCompile>
|
152 |
+
<WarningLevel>Level3</WarningLevel>
|
153 |
+
<FunctionLevelLinking>true</FunctionLevelLinking>
|
154 |
+
<IntrinsicFunctions>true</IntrinsicFunctions>
|
155 |
+
<SDLCheck>true</SDLCheck>
|
156 |
+
<PreprocessorDefinitions>_$(OutputType);_MBCS;_SCL_SECURE_NO_WARNINGS;_CRT_SECURE_NO_WARNINGS;NDEBUG;_CONSOLE;%(PreprocessorDefinitions)</PreprocessorDefinitions>
|
157 |
+
<ConformanceMode>true</ConformanceMode>
|
158 |
+
<AdditionalIncludeDirectories>%(AdditionalIncludeDirectories)</AdditionalIncludeDirectories>
|
159 |
+
<PrecompiledHeader>NotUsing</PrecompiledHeader>
|
160 |
+
<PrecompiledHeaderFile>inc/SSDServing/Common/stdafx.h</PrecompiledHeaderFile>
|
161 |
+
<OpenMPSupport>true</OpenMPSupport>
|
162 |
+
<AdditionalOptions>/Zc:twoPhase- %(AdditionalOptions)</AdditionalOptions>
|
163 |
+
<LanguageStandard>stdcpp17</LanguageStandard>
|
164 |
+
<ProgramDataBaseFileName>$(IntDir)$(ProjectName).pdb</ProgramDataBaseFileName>
|
165 |
+
<FavorSizeOrSpeed>Speed</FavorSizeOrSpeed>
|
166 |
+
<EnableEnhancedInstructionSet>AdvancedVectorExtensions</EnableEnhancedInstructionSet>
|
167 |
+
<InlineFunctionExpansion>AnySuitable</InlineFunctionExpansion>
|
168 |
+
<OmitFramePointers>true</OmitFramePointers>
|
169 |
+
<FloatingPointModel>Fast</FloatingPointModel>
|
170 |
+
</ClCompile>
|
171 |
+
<Link>
|
172 |
+
<SubSystem>Console</SubSystem>
|
173 |
+
<EnableCOMDATFolding>true</EnableCOMDATFolding>
|
174 |
+
<OptimizeReferences>true</OptimizeReferences>
|
175 |
+
<GenerateDebugInformation>true</GenerateDebugInformation>
|
176 |
+
<AdditionalLibraryDirectories>%(AdditionalLibraryDirectories)</AdditionalLibraryDirectories>
|
177 |
+
<AdditionalDependencies>CoreLibrary.lib;%(AdditionalDependencies)</AdditionalDependencies>
|
178 |
+
</Link>
|
179 |
+
</ItemDefinitionGroup>
|
180 |
+
<Import Project="$(VCTargetsPath)\Microsoft.Cpp.targets" />
|
181 |
+
<ImportGroup Label="ExtensionTargets">
|
182 |
+
<Import Project="..\packages\boost.1.72.0.0\build\boost.targets" Condition="Exists('..\packages\boost.1.72.0.0\build\boost.targets')" />
|
183 |
+
<Import Project="..\packages\boost_date_time-vc142.1.72.0.0\build\boost_date_time-vc142.targets" Condition="Exists('..\packages\boost_date_time-vc142.1.72.0.0\build\boost_date_time-vc142.targets')" />
|
184 |
+
<Import Project="..\packages\boost_regex-vc142.1.72.0.0\build\boost_regex-vc142.targets" Condition="Exists('..\packages\boost_regex-vc142.1.72.0.0\build\boost_regex-vc142.targets')" />
|
185 |
+
<Import Project="..\packages\boost_serialization-vc142.1.72.0.0\build\boost_serialization-vc142.targets" Condition="Exists('..\packages\boost_serialization-vc142.1.72.0.0\build\boost_serialization-vc142.targets')" />
|
186 |
+
<Import Project="..\packages\boost_system-vc142.1.72.0.0\build\boost_system-vc142.targets" Condition="Exists('..\packages\boost_system-vc142.1.72.0.0\build\boost_system-vc142.targets')" />
|
187 |
+
<Import Project="..\packages\boost_thread-vc142.1.72.0.0\build\boost_thread-vc142.targets" Condition="Exists('..\packages\boost_thread-vc142.1.72.0.0\build\boost_thread-vc142.targets')" />
|
188 |
+
<Import Project="..\packages\boost_wserialization-vc142.1.72.0.0\build\boost_wserialization-vc142.targets" Condition="Exists('..\packages\boost_wserialization-vc142.1.72.0.0\build\boost_wserialization-vc142.targets')" />
|
189 |
+
<Import Project="..\packages\Zstandard.dyn.x64.1.4.0\build\native\Zstandard.dyn.x64.targets" Condition="Exists('..\packages\Zstandard.dyn.x64.1.4.0\build\native\Zstandard.dyn.x64.targets')" />
|
190 |
+
</ImportGroup>
|
191 |
+
<Target Name="EnsureNuGetPackageBuildImports" BeforeTargets="PrepareForBuild">
|
192 |
+
<PropertyGroup>
|
193 |
+
<ErrorText>This project references NuGet package(s) that are missing on this computer. Use NuGet Package Restore to download them. For more information, see http://go.microsoft.com/fwlink/?LinkID=322105. The missing file is {0}.</ErrorText>
|
194 |
+
</PropertyGroup>
|
195 |
+
<Error Condition="!Exists('..\packages\boost.1.72.0.0\build\boost.targets')" Text="$([System.String]::Format('$(ErrorText)', '..\packages\boost.1.72.0.0\build\boost.targets'))" />
|
196 |
+
<Error Condition="!Exists('..\packages\boost_date_time-vc142.1.72.0.0\build\boost_date_time-vc142.targets')" Text="$([System.String]::Format('$(ErrorText)', '..\packages\boost_date_time-vc142.1.72.0.0\build\boost_date_time-vc142.targets'))" />
|
197 |
+
<Error Condition="!Exists('..\packages\boost_regex-vc142.1.72.0.0\build\boost_regex-vc142.targets')" Text="$([System.String]::Format('$(ErrorText)', '..\packages\boost_regex-vc142.1.72.0.0\build\boost_regex-vc142.targets'))" />
|
198 |
+
<Error Condition="!Exists('..\packages\boost_serialization-vc142.1.72.0.0\build\boost_serialization-vc142.targets')" Text="$([System.String]::Format('$(ErrorText)', '..\packages\boost_serialization-vc142.1.72.0.0\build\boost_serialization-vc142.targets'))" />
|
199 |
+
<Error Condition="!Exists('..\packages\boost_system-vc142.1.72.0.0\build\boost_system-vc142.targets')" Text="$([System.String]::Format('$(ErrorText)', '..\packages\boost_system-vc142.1.72.0.0\build\boost_system-vc142.targets'))" />
|
200 |
+
<Error Condition="!Exists('..\packages\boost_thread-vc142.1.72.0.0\build\boost_thread-vc142.targets')" Text="$([System.String]::Format('$(ErrorText)', '..\packages\boost_thread-vc142.1.72.0.0\build\boost_thread-vc142.targets'))" />
|
201 |
+
<Error Condition="!Exists('..\packages\boost_wserialization-vc142.1.72.0.0\build\boost_wserialization-vc142.targets')" Text="$([System.String]::Format('$(ErrorText)', '..\packages\boost_wserialization-vc142.1.72.0.0\build\boost_wserialization-vc142.targets'))" />
|
202 |
+
<Error Condition="!Exists('..\packages\Zstandard.dyn.x64.1.4.0\build\native\Zstandard.dyn.x64.targets')" Text="$([System.String]::Format('$(ErrorText)', '..\packages\Zstandard.dyn.x64.1.4.0\build\native\Zstandard.dyn.x64.targets'))" />
|
203 |
+
</Target>
|
204 |
+
</Project>
|
SPANN/AnnService/Server.vcxproj.filters
ADDED
@@ -0,0 +1,59 @@
|
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|
|
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|
|
|
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|
|
|
|
|
|
|
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|
|
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|
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|
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|
|
|
|
|
|
|
|
|
|
|
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|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
<?xml version="1.0" encoding="utf-8"?>
|
2 |
+
<Project ToolsVersion="4.0" xmlns="http://schemas.microsoft.com/developer/msbuild/2003">
|
3 |
+
<ItemGroup>
|
4 |
+
<Filter Include="Source Files">
|
5 |
+
<UniqueIdentifier>{4FC737F1-C7A5-4376-A066-2A32D752A2FF}</UniqueIdentifier>
|
6 |
+
<Extensions>cpp;c;cc;cxx;def;odl;idl;hpj;bat;asm;asmx</Extensions>
|
7 |
+
</Filter>
|
8 |
+
<Filter Include="Header Files">
|
9 |
+
<UniqueIdentifier>{93995380-89BD-4b04-88EB-625FBE52EBFB}</UniqueIdentifier>
|
10 |
+
<Extensions>h;hh;hpp;hxx;hm;inl;inc;xsd</Extensions>
|
11 |
+
</Filter>
|
12 |
+
</ItemGroup>
|
13 |
+
<ItemGroup>
|
14 |
+
<ClInclude Include="inc\Server\ServiceSettings.h">
|
15 |
+
<Filter>Header Files</Filter>
|
16 |
+
</ClInclude>
|
17 |
+
<ClInclude Include="inc\Server\ServiceContext.h">
|
18 |
+
<Filter>Header Files</Filter>
|
19 |
+
</ClInclude>
|
20 |
+
<ClInclude Include="inc\Server\SearchExecutor.h">
|
21 |
+
<Filter>Header Files</Filter>
|
22 |
+
</ClInclude>
|
23 |
+
<ClInclude Include="inc\Server\SearchExecutionContext.h">
|
24 |
+
<Filter>Header Files</Filter>
|
25 |
+
</ClInclude>
|
26 |
+
<ClInclude Include="inc\Server\QueryParser.h">
|
27 |
+
<Filter>Header Files</Filter>
|
28 |
+
</ClInclude>
|
29 |
+
<ClInclude Include="inc\Server\SearchService.h">
|
30 |
+
<Filter>Header Files</Filter>
|
31 |
+
</ClInclude>
|
32 |
+
</ItemGroup>
|
33 |
+
<ItemGroup>
|
34 |
+
<ClCompile Include="src\Server\SearchExecutionContext.cpp">
|
35 |
+
<Filter>Source Files</Filter>
|
36 |
+
</ClCompile>
|
37 |
+
<ClCompile Include="src\Server\SearchExecutor.cpp">
|
38 |
+
<Filter>Source Files</Filter>
|
39 |
+
</ClCompile>
|
40 |
+
<ClCompile Include="src\Server\ServiceContext.cpp">
|
41 |
+
<Filter>Source Files</Filter>
|
42 |
+
</ClCompile>
|
43 |
+
<ClCompile Include="src\Server\ServiceSettings.cpp">
|
44 |
+
<Filter>Source Files</Filter>
|
45 |
+
</ClCompile>
|
46 |
+
<ClCompile Include="src\Server\QueryParser.cpp">
|
47 |
+
<Filter>Source Files</Filter>
|
48 |
+
</ClCompile>
|
49 |
+
<ClCompile Include="src\Server\SearchService.cpp">
|
50 |
+
<Filter>Source Files</Filter>
|
51 |
+
</ClCompile>
|
52 |
+
<ClCompile Include="src\Server\main.cpp">
|
53 |
+
<Filter>Source Files</Filter>
|
54 |
+
</ClCompile>
|
55 |
+
</ItemGroup>
|
56 |
+
<ItemGroup>
|
57 |
+
<None Include="packages.config" />
|
58 |
+
</ItemGroup>
|
59 |
+
</Project>
|
SPANN/Dockerfile
ADDED
@@ -0,0 +1,20 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
FROM mcr.microsoft.com/oss/mirror/docker.io/library/ubuntu:20.04
|
2 |
+
WORKDIR /app
|
3 |
+
|
4 |
+
ENV DEBIAN_FRONTEND=noninteractive
|
5 |
+
|
6 |
+
RUN apt-get update && apt-get -y install wget build-essential swig cmake git libnuma-dev python3.8-dev python3-distutils gcc-8 g++-8 \
|
7 |
+
libboost-filesystem-dev libboost-test-dev libboost-serialization-dev libboost-regex-dev libboost-serialization-dev libboost-regex-dev libboost-thread-dev libboost-system-dev
|
8 |
+
|
9 |
+
RUN wget https://bootstrap.pypa.io/get-pip.py && python3.8 get-pip.py && python3.8 -m pip install numpy
|
10 |
+
|
11 |
+
ENV PYTHONPATH=/app/Release
|
12 |
+
|
13 |
+
COPY CMakeLists.txt ./
|
14 |
+
COPY AnnService ./AnnService/
|
15 |
+
COPY Test ./Test/
|
16 |
+
COPY Wrappers ./Wrappers/
|
17 |
+
COPY GPUSupport ./GPUSupport/
|
18 |
+
COPY ThirdParty ./ThirdParty/
|
19 |
+
|
20 |
+
RUN export CC=/usr/bin/gcc-8 && export CXX=/usr/bin/g++-8 && mkdir build && cd build && cmake .. && make -j && cd ..
|
SPANN/Dockerfile.cuda
ADDED
@@ -0,0 +1,40 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
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|
|
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|
|
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|
|
|
|
|
|
|
1 |
+
FROM mcr.microsoft.com/mirror/nvcr/nvidia/cuda:11.8.0-base-ubuntu20.04
|
2 |
+
WORKDIR /app
|
3 |
+
|
4 |
+
ENV DEBIAN_FRONTEND=noninteractive
|
5 |
+
|
6 |
+
RUN apt-key adv --fetch-keys https://developer.download.nvidia.com/compute/cuda/repos/ubuntu2004/x86_64/3bf863cc.pub
|
7 |
+
|
8 |
+
RUN apt-get -y install wget build-essential swig cmake git libnuma-dev python3.8-dev python3-distutils gcc-8 g++-8 \
|
9 |
+
libboost-filesystem-dev libboost-test-dev libboost-serialization-dev libboost-regex-dev libboost-serialization-dev libboost-regex-dev libboost-thread-dev libboost-system-dev
|
10 |
+
|
11 |
+
RUN wget https://bootstrap.pypa.io/get-pip.py && python3.8 get-pip.py && python3.8 -m pip install numpy
|
12 |
+
|
13 |
+
RUN git clone https://github.com/NVIDIA/cub && cd cub && git checkout c3cceac && cp -r cub /usr/include/ && cd ..
|
14 |
+
|
15 |
+
RUN wget https://developer.download.nvidia.com/compute/cuda/repos/ubuntu2004/x86_64/cuda-ubuntu2004.pin && mv cuda-ubuntu2004.pin /etc/apt/preferences.d/cuda-repository-pin-600 \
|
16 |
+
&& wget https://developer.download.nvidia.com/compute/cuda/11.8.0/local_installers/cuda-repo-ubuntu2004-11-8-local_11.8.0-520.61.05-1_amd64.deb \
|
17 |
+
&& dpkg -i cuda-repo-ubuntu2004-11-8-local_11.8.0-520.61.05-1_amd64.deb && cp /var/cuda-repo-ubuntu2004-11-8-local/cuda-*-keyring.gpg /usr/share/keyrings/ \
|
18 |
+
&& apt-get update && apt-get install -y cuda-toolkit-11-8
|
19 |
+
|
20 |
+
LABEL com.nvidia.volumes.needed="nvidia_driver"
|
21 |
+
LABEL com.nvidia.cuda.version="11.8.0"
|
22 |
+
|
23 |
+
ENV PATH /usr/local/nvidia/bin:/usr/local/cuda/bin:${PATH}
|
24 |
+
ENV LD_LIBRARY_PATH /usr/local/cuda/lib64:/usr/local/nvidia/lib:/usr/local/nvidia/lib64:${LD_LIBRARY_PATH}
|
25 |
+
|
26 |
+
ENV NVIDIA_VISIBLE_DEVICES all
|
27 |
+
ENV NVIDIA_DRIVER_CAPABILITIES compute,utility
|
28 |
+
ENV NVIDIA_REQUIRE_CUDA "cuda>=11.0"
|
29 |
+
|
30 |
+
|
31 |
+
ENV PYTHONPATH=/app/Release
|
32 |
+
|
33 |
+
COPY CMakeLists.txt ./
|
34 |
+
COPY AnnService ./AnnService/
|
35 |
+
COPY Test ./Test/
|
36 |
+
COPY Wrappers ./Wrappers/
|
37 |
+
COPY GPUSupport ./GPUSupport/
|
38 |
+
COPY ThirdParty ./ThirdParty/
|
39 |
+
|
40 |
+
RUN export CC=/usr/bin/gcc-8 && export CXX=/usr/bin/g++-8 && mkdir build && cd build && cmake .. && make -j && cd ..
|
SPANN/LICENSE
ADDED
@@ -0,0 +1,21 @@
|
|
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|
|
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|
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|
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|
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|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
MIT License
|
2 |
+
|
3 |
+
Copyright (c) Microsoft Corporation. All rights reserved.
|
4 |
+
|
5 |
+
Permission is hereby granted, free of charge, to any person obtaining a copy
|
6 |
+
of this software and associated documentation files (the "Software"), to deal
|
7 |
+
in the Software without restriction, including without limitation the rights
|
8 |
+
to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
|
9 |
+
copies of the Software, and to permit persons to whom the Software is
|
10 |
+
furnished to do so, subject to the following conditions:
|
11 |
+
|
12 |
+
The above copyright notice and this permission notice shall be included in all
|
13 |
+
copies or substantial portions of the Software.
|
14 |
+
|
15 |
+
THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
|
16 |
+
IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
|
17 |
+
FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
|
18 |
+
AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
|
19 |
+
LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
|
20 |
+
OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
|
21 |
+
SOFTWARE
|
SPANN/MANIFEST.in
ADDED
@@ -0,0 +1 @@
|
|
|
|
|
1 |
+
recursive-include sptag *.py _SPTAG* *.so *.dll Server.exe server
|
SPANN/README.md
ADDED
@@ -0,0 +1,190 @@
|
|
|
|
|
|
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|
|
|
|
|
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|
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|
1 |
+
# SPTAG: A library for fast approximate nearest neighbor search
|
2 |
+
|
3 |
+
[](https://github.com/Microsoft/SPTAG/blob/master/LICENSE)
|
4 |
+
[](https://sysdnn.visualstudio.com/SPTAG/_build/latest?definitionId=2)
|
5 |
+
|
6 |
+
## **SPTAG**
|
7 |
+
SPTAG (Space Partition Tree And Graph) is a library for large scale vector approximate nearest neighbor search scenario released by [Microsoft Research (MSR)](https://www.msra.cn/) and [Microsoft Bing](http://bing.com).
|
8 |
+
|
9 |
+
<p align="center">
|
10 |
+
<img src="docs/img/sptag.png" alt="architecture" width="500"/>
|
11 |
+
</p>
|
12 |
+
|
13 |
+
## What's NEW
|
14 |
+
* Result Iterator with Relaxed Monotonicity Signal Support
|
15 |
+
* New Research Paper [SPFresh: Incremental In-Place Update for Billion-Scale Vector Search](https://dl.acm.org/doi/10.1145/3600006.3613166) - _published in SOSP 2023_
|
16 |
+
* New Research Paper [VBASE: Unifying Online Vector Similarity Search and Relational Queries via Relaxed Monotonicity](https://www.usenix.org/system/files/osdi23-zhang-qianxi_1.pdf) - _published in OSDI 2023_
|
17 |
+
|
18 |
+
## **Introduction**
|
19 |
+
|
20 |
+
This library assumes that the samples are represented as vectors and that the vectors can be compared by L2 distances or cosine distances.
|
21 |
+
Vectors returned for a query vector are the vectors that have smallest L2 distance or cosine distances with the query vector.
|
22 |
+
|
23 |
+
SPTAG provides two methods: kd-tree and relative neighborhood graph (SPTAG-KDT)
|
24 |
+
and balanced k-means tree and relative neighborhood graph (SPTAG-BKT).
|
25 |
+
SPTAG-KDT is advantageous in index building cost, and SPTAG-BKT is advantageous in search accuracy in very high-dimensional data.
|
26 |
+
|
27 |
+
|
28 |
+
|
29 |
+
## **How it works**
|
30 |
+
|
31 |
+
SPTAG is inspired by the NGS approach [[WangL12](#References)]. It contains two basic modules: index builder and searcher.
|
32 |
+
The RNG is built on the k-nearest neighborhood graph [[WangWZTG12](#References), [WangWJLZZH14](#References)]
|
33 |
+
for boosting the connectivity. Balanced k-means trees are used to replace kd-trees to avoid the inaccurate distance bound estimation in kd-trees for very high-dimensional vectors.
|
34 |
+
The search begins with the search in the space partition trees for
|
35 |
+
finding several seeds to start the search in the RNG.
|
36 |
+
The searches in the trees and the graph are iteratively conducted.
|
37 |
+
|
38 |
+
## **Highlights**
|
39 |
+
* Fresh update: Support online vector deletion and insertion
|
40 |
+
* Distributed serving: Search over multiple machines
|
41 |
+
|
42 |
+
## **Build**
|
43 |
+
|
44 |
+
### **Requirements**
|
45 |
+
|
46 |
+
* swig >= 4.0.2
|
47 |
+
* cmake >= 3.12.0
|
48 |
+
* boost >= 1.67.0
|
49 |
+
|
50 |
+
### **Fast clone**
|
51 |
+
|
52 |
+
```
|
53 |
+
set GIT_LFS_SKIP_SMUDGE=1
|
54 |
+
git clone --recurse-submodules https://github.com/microsoft/SPTAG
|
55 |
+
|
56 |
+
OR
|
57 |
+
|
58 |
+
git config --global filter.lfs.smudge "git-lfs smudge --skip -- %f"
|
59 |
+
git config --global filter.lfs.process "git-lfs filter-process --skip"
|
60 |
+
```
|
61 |
+
|
62 |
+
### **Install**
|
63 |
+
|
64 |
+
> For Linux:
|
65 |
+
```bash
|
66 |
+
mkdir build
|
67 |
+
cd build && cmake .. && make
|
68 |
+
```
|
69 |
+
It will generate a Release folder in the code directory which contains all the build targets.
|
70 |
+
|
71 |
+
> For Windows:
|
72 |
+
```bash
|
73 |
+
mkdir build
|
74 |
+
cd build && cmake -A x64 ..
|
75 |
+
```
|
76 |
+
It will generate a SPTAGLib.sln in the build directory.
|
77 |
+
Compiling the ALL_BUILD project in the Visual Studio (at least 2019) will generate a Release directory which contains all the build targets.
|
78 |
+
|
79 |
+
For detailed instructions on installing Windows binaries, please see [here](docs/WindowsInstallation.md)
|
80 |
+
|
81 |
+
> Using Docker:
|
82 |
+
```bash
|
83 |
+
docker build -t sptag .
|
84 |
+
```
|
85 |
+
Will build a docker container with binaries in `/app/Release/`.
|
86 |
+
|
87 |
+
### **Verify**
|
88 |
+
|
89 |
+
Run the SPTAGTest (or Test.exe) in the Release folder to verify all the tests have passed.
|
90 |
+
|
91 |
+
### **Usage**
|
92 |
+
|
93 |
+
The detailed usage can be found in [Get started](docs/GettingStart.md). There is also an end-to-end tutorial for building vector search online service using Python Wrapper in [Python Tutorial](docs/Tutorial.ipynb).
|
94 |
+
The detailed parameters tunning can be found in [Parameters](docs/Parameters.md).
|
95 |
+
|
96 |
+
## **References**
|
97 |
+
Please cite SPTAG in your publications if it helps your research:
|
98 |
+
```
|
99 |
+
@inproceedings{xu2023spfresh,
|
100 |
+
title={SPFresh: Incremental In-Place Update for Billion-Scale Vector Search},
|
101 |
+
author={Xu, Yuming and Liang, Hengyu and Li, Jin and Xu, Shuotao and Chen, Qi and Zhang, Qianxi and Li, Cheng and Yang, Ziyue and Yang, Fan and Yang, Yuqing and others},
|
102 |
+
booktitle={Proceedings of the 29th Symposium on Operating Systems Principles},
|
103 |
+
pages={545--561},
|
104 |
+
year={2023}
|
105 |
+
}
|
106 |
+
|
107 |
+
@inproceedings{zhang2023vbase,
|
108 |
+
title={$\{$VBASE$\}$: Unifying Online Vector Similarity Search and Relational Queries via Relaxed Monotonicity},
|
109 |
+
author={Zhang, Qianxi and Xu, Shuotao and Chen, Qi and Sui, Guoxin and Xie, Jiadong and Cai, Zhizhen and Chen, Yaoqi and He, Yinxuan and Yang, Yuqing and Yang, Fan and others},
|
110 |
+
booktitle={17th USENIX Symposium on Operating Systems Design and Implementation (OSDI 23)},
|
111 |
+
year={2023}
|
112 |
+
}
|
113 |
+
|
114 |
+
@inproceedings{ChenW21,
|
115 |
+
author = {Qi Chen and
|
116 |
+
Bing Zhao and
|
117 |
+
Haidong Wang and
|
118 |
+
Mingqin Li and
|
119 |
+
Chuanjie Liu and
|
120 |
+
Zengzhong Li and
|
121 |
+
Mao Yang and
|
122 |
+
Jingdong Wang},
|
123 |
+
title = {SPANN: Highly-efficient Billion-scale Approximate Nearest Neighbor Search},
|
124 |
+
booktitle = {35th Conference on Neural Information Processing Systems (NeurIPS 2021)},
|
125 |
+
year = {2021}
|
126 |
+
}
|
127 |
+
|
128 |
+
@manual{ChenW18,
|
129 |
+
author = {Qi Chen and
|
130 |
+
Haidong Wang and
|
131 |
+
Mingqin Li and
|
132 |
+
Gang Ren and
|
133 |
+
Scarlett Li and
|
134 |
+
Jeffery Zhu and
|
135 |
+
Jason Li and
|
136 |
+
Chuanjie Liu and
|
137 |
+
Lintao Zhang and
|
138 |
+
Jingdong Wang},
|
139 |
+
title = {SPTAG: A library for fast approximate nearest neighbor search},
|
140 |
+
url = {https://github.com/Microsoft/SPTAG},
|
141 |
+
year = {2018}
|
142 |
+
}
|
143 |
+
|
144 |
+
@inproceedings{WangL12,
|
145 |
+
author = {Jingdong Wang and
|
146 |
+
Shipeng Li},
|
147 |
+
title = {Query-driven iterated neighborhood graph search for large scale indexing},
|
148 |
+
booktitle = {ACM Multimedia 2012},
|
149 |
+
pages = {179--188},
|
150 |
+
year = {2012}
|
151 |
+
}
|
152 |
+
|
153 |
+
@inproceedings{WangWZTGL12,
|
154 |
+
author = {Jing Wang and
|
155 |
+
Jingdong Wang and
|
156 |
+
Gang Zeng and
|
157 |
+
Zhuowen Tu and
|
158 |
+
Rui Gan and
|
159 |
+
Shipeng Li},
|
160 |
+
title = {Scalable k-NN graph construction for visual descriptors},
|
161 |
+
booktitle = {CVPR 2012},
|
162 |
+
pages = {1106--1113},
|
163 |
+
year = {2012}
|
164 |
+
}
|
165 |
+
|
166 |
+
@article{WangWJLZZH14,
|
167 |
+
author = {Jingdong Wang and
|
168 |
+
Naiyan Wang and
|
169 |
+
You Jia and
|
170 |
+
Jian Li and
|
171 |
+
Gang Zeng and
|
172 |
+
Hongbin Zha and
|
173 |
+
Xian{-}Sheng Hua},
|
174 |
+
title = {Trinary-Projection Trees for Approximate Nearest Neighbor Search},
|
175 |
+
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
|
176 |
+
volume = {36},
|
177 |
+
number = {2},
|
178 |
+
pages = {388--403},
|
179 |
+
year = {2014
|
180 |
+
}
|
181 |
+
```
|
182 |
+
|
183 |
+
## **Contribute**
|
184 |
+
|
185 |
+
This project welcomes contributions and suggestions from all the users.
|
186 |
+
|
187 |
+
We use [GitHub issues](https://github.com/Microsoft/SPTAG/issues) for tracking suggestions and bugs.
|
188 |
+
|
189 |
+
## **License**
|
190 |
+
The entire codebase is under [MIT license](https://github.com/Microsoft/SPTAG/blob/master/LICENSE)
|
SPANN/SECURITY.md
ADDED
@@ -0,0 +1,41 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
<!-- BEGIN MICROSOFT SECURITY.MD V0.0.8 BLOCK -->
|
2 |
+
|
3 |
+
## Security
|
4 |
+
|
5 |
+
Microsoft takes the security of our software products and services seriously, which includes all source code repositories managed through our GitHub organizations, which include [Microsoft](https://github.com/microsoft), [Azure](https://github.com/Azure), [DotNet](https://github.com/dotnet), [AspNet](https://github.com/aspnet), [Xamarin](https://github.com/xamarin), and [our GitHub organizations](https://opensource.microsoft.com/).
|
6 |
+
|
7 |
+
If you believe you have found a security vulnerability in any Microsoft-owned repository that meets [Microsoft's definition of a security vulnerability](https://aka.ms/opensource/security/definition), please report it to us as described below.
|
8 |
+
|
9 |
+
## Reporting Security Issues
|
10 |
+
|
11 |
+
**Please do not report security vulnerabilities through public GitHub issues.**
|
12 |
+
|
13 |
+
Instead, please report them to the Microsoft Security Response Center (MSRC) at [https://msrc.microsoft.com/create-report](https://aka.ms/opensource/security/create-report).
|
14 |
+
|
15 |
+
If you prefer to submit without logging in, send email to [[email protected]](mailto:[email protected]). If possible, encrypt your message with our PGP key; please download it from the [Microsoft Security Response Center PGP Key page](https://aka.ms/opensource/security/pgpkey).
|
16 |
+
|
17 |
+
You should receive a response within 24 hours. If for some reason you do not, please follow up via email to ensure we received your original message. Additional information can be found at [microsoft.com/msrc](https://aka.ms/opensource/security/msrc).
|
18 |
+
|
19 |
+
Please include the requested information listed below (as much as you can provide) to help us better understand the nature and scope of the possible issue:
|
20 |
+
|
21 |
+
* Type of issue (e.g. buffer overflow, SQL injection, cross-site scripting, etc.)
|
22 |
+
* Full paths of source file(s) related to the manifestation of the issue
|
23 |
+
* The location of the affected source code (tag/branch/commit or direct URL)
|
24 |
+
* Any special configuration required to reproduce the issue
|
25 |
+
* Step-by-step instructions to reproduce the issue
|
26 |
+
* Proof-of-concept or exploit code (if possible)
|
27 |
+
* Impact of the issue, including how an attacker might exploit the issue
|
28 |
+
|
29 |
+
This information will help us triage your report more quickly.
|
30 |
+
|
31 |
+
If you are reporting for a bug bounty, more complete reports can contribute to a higher bounty award. Please visit our [Microsoft Bug Bounty Program](https://aka.ms/opensource/security/bounty) page for more details about our active programs.
|
32 |
+
|
33 |
+
## Preferred Languages
|
34 |
+
|
35 |
+
We prefer all communications to be in English.
|
36 |
+
|
37 |
+
## Policy
|
38 |
+
|
39 |
+
Microsoft follows the principle of [Coordinated Vulnerability Disclosure](https://aka.ms/opensource/security/cvd).
|
40 |
+
|
41 |
+
<!-- END MICROSOFT SECURITY.MD BLOCK -->
|
SPANN/SPTAG.WinRT.nuspec
ADDED
@@ -0,0 +1,31 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
<?xml version="1.0" encoding="utf-8"?>
|
2 |
+
<package >
|
3 |
+
<metadata>
|
4 |
+
<id>SPTAG.WinRT</id>
|
5 |
+
<version>1.2.13-mainOPQ-CoreLib-SPANN-withsource-a6b7604</version>
|
6 |
+
<title>SPTAG.WinRT</title>
|
7 |
+
<authors>cheqi,haidwa,mingqli</authors>
|
8 |
+
<owners>cheqi,haidwa,mingqli,zhah</owners>
|
9 |
+
<requireLicenseAcceptance>false</requireLicenseAcceptance>
|
10 |
+
<licenseUrl>https://github.com/microsoft/SPTAG</licenseUrl>
|
11 |
+
<projectUrl>https://github.com/microsoft/SPTAG</projectUrl>
|
12 |
+
<description>SPTAG (Space Partition Tree And Graph) is a library for large scale vector approximate nearest neighbor search scenario released by Microsoft Research (MSR) and Microsoft Bing.</description>
|
13 |
+
<releaseNotes>publish with commit microsoft/add python version in wheel package/a6b7604</releaseNotes>
|
14 |
+
<copyright>Copyright © Microsoft</copyright>
|
15 |
+
<dependencies>
|
16 |
+
<group targetFramework="uap10.0">
|
17 |
+
<dependency id="Zstandard.dyn.x64" version="1.4.0" />
|
18 |
+
</group>
|
19 |
+
<group targetFramework="native">
|
20 |
+
<dependency id="Zstandard.dyn.x64" version="1.4.0" />
|
21 |
+
</group>
|
22 |
+
</dependencies>
|
23 |
+
</metadata>
|
24 |
+
<files>
|
25 |
+
<file src="Wrappers\WinRT\SPTAG.WinRT.targets" target="build\native" />
|
26 |
+
<file src="x64\Release\SPTAG.WinRT\SPTAG.winmd" target="lib\uap10.0" />
|
27 |
+
<file src="x64\Release\SPTAG.WinRT\SPTAG.dll" target="runtimes\win10-x64\native" />
|
28 |
+
<file src="readme.md" />
|
29 |
+
<file src="LICENSE" />
|
30 |
+
</files>
|
31 |
+
</package>
|
SPANN/SPTAG.nuspec
ADDED
@@ -0,0 +1,117 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
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|
|
|
|
|
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|
|
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|
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|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
<?xml version="1.0" encoding="utf-8"?>
|
2 |
+
<package xmlns="http://schemas.microsoft.com/packaging/2011/10/nuspec.xsd">
|
3 |
+
<metadata>
|
4 |
+
<id>SPTAG.Library</id>
|
5 |
+
<version>1.2.13-mainOPQ-CoreLib-SPANN-withsource-a6b7604</version>
|
6 |
+
<title>SPTAG.Library</title>
|
7 |
+
<authors>cheqi,haidwa,mingqli</authors>
|
8 |
+
<owners>cheqi,haidwa,mingqli,zhah</owners>
|
9 |
+
<requireLicenseAcceptance>false</requireLicenseAcceptance>
|
10 |
+
<licenseUrl>https://github.com/microsoft/SPTAG</licenseUrl>
|
11 |
+
<projectUrl>https://github.com/microsoft/SPTAG</projectUrl>
|
12 |
+
<description>SPTAG (Space Partition Tree And Graph) is a library for large scale vector approximate nearest neighbor search scenario released by Microsoft Research (MSR) and Microsoft Bing.</description>
|
13 |
+
<releaseNotes>publish with commit microsoft/add python version in wheel package/a6b7604</releaseNotes>
|
14 |
+
<copyright>Copyright © Microsoft</copyright>
|
15 |
+
</metadata>
|
16 |
+
<files>
|
17 |
+
<file src="AnnService\inc\Core\BKT\Index.h" target="build\native\inc\Core\BKT\Index.h" />
|
18 |
+
<file src="AnnService\inc\Core\BKT\ParameterDefinitionList.h" target="build\native\inc\Core\BKT\ParameterDefinitionList.h" />
|
19 |
+
<file src="AnnService\inc\Core\Common\cuda\Distance.hxx" target="build\native\inc\Core\Common\cuda\Distance.hxx" />
|
20 |
+
<file src="AnnService\inc\Core\Common\cuda\Kmeans.hxx" target="build\native\inc\Core\Common\cuda\Kmeans.hxx" />
|
21 |
+
<file src="AnnService\inc\Core\Common\cuda\KNN.hxx" target="build\native\inc\Core\Common\cuda\KNN.hxx" />
|
22 |
+
<file src="AnnService\inc\Core\Common\cuda\params.h" target="build\native\inc\Core\Common\cuda\params.h" />
|
23 |
+
<file src="AnnService\inc\Core\Common\cuda\Refine.hxx" target="build\native\inc\Core\Common\cuda\Refine.hxx" />
|
24 |
+
<file src="AnnService\inc\Core\Common\cuda\TailNeighbors.hxx" target="build\native\inc\Core\Common\cuda\TailNeighbors.hxx" />
|
25 |
+
<file src="AnnService\inc\Core\Common\cuda\ThreadHeap.hxx" target="build\native\inc\Core\Common\cuda\ThreadHeap.hxx" />
|
26 |
+
<file src="AnnService\inc\Core\Common\cuda\TPtree.hxx" target="build\native\inc\Core\Common\cuda\TPtree.hxx" />
|
27 |
+
<file src="AnnService\inc\Core\Common\BKTree.h" target="build\native\inc\Core\Common\BKTree.h" />
|
28 |
+
<file src="AnnService\inc\Core\Common\CommonUtils.h" target="build\native\inc\Core\Common\CommonUtils.h" />
|
29 |
+
<file src="AnnService\inc\Core\Common\Dataset.h" target="build\native\inc\Core\Common\Dataset.h" />
|
30 |
+
<file src="AnnService\inc\Core\Common\DistanceUtils.h" target="build\native\inc\Core\Common\DistanceUtils.h" />
|
31 |
+
<file src="AnnService\inc\Core\Common\SIMDUtils.h" target="build\native\inc\Core\Common\SIMDUtils.h" />
|
32 |
+
<file src="AnnService\inc\Core\Common\FineGrainedLock.h" target="build\native\inc\Core\Common\FineGrainedLock.h" />
|
33 |
+
<file src="AnnService\inc\Core\Common\Heap.h" target="build\native\inc\Core\Common\Heap.h" />
|
34 |
+
<file src="AnnService\inc\Core\Common\InstructionUtils.h" target="build\native\inc\Core\Common\InstructionUtils.h" />
|
35 |
+
<file src="AnnService\inc\Core\Common\IQuantizer.h" target="build\native\inc\Core\Common\IQuantizer.h" />
|
36 |
+
<file src="AnnService\inc\Core\Common\KDTree.h" target="build\native\inc\Core\Common\KDTree.h" />
|
37 |
+
<file src="AnnService\inc\Core\Common\KNearestNeighborhoodGraph.h" target="build\native\inc\Core\Common\KNearestNeighborhoodGraph.h" />
|
38 |
+
<file src="AnnService\inc\Core\Common\Labelset.h" target="build\native\inc\Core\Common\Labelset.h" />
|
39 |
+
<file src="AnnService\inc\Core\Common\NeighborhoodGraph.h" target="build\native\inc\Core\Common\NeighborhoodGraph.h" />
|
40 |
+
<file src="AnnService\inc\Core\Common\OPQQuantizer.h" target="build\native\inc\Core\Common\OPQQuantizer.h" />
|
41 |
+
<file src="AnnService\inc\Core\Common\PQQuantizer.h" target="build\native\inc\Core\Common\PQQuantizer.h" />
|
42 |
+
<file src="AnnService\inc\Core\Common\QueryResultSet.h" target="build\native\inc\Core\Common\QueryResultSet.h" />
|
43 |
+
<file src="AnnService\inc\Core\Common\RelativeNeighborhoodGraph.h" target="build\native\inc\Core\Common\RelativeNeighborhoodGraph.h" />
|
44 |
+
<file src="AnnService\inc\Core\Common\TruthSet.h" target="build\native\inc\Core\Common\TruthSet.h" />
|
45 |
+
<file src="AnnService\inc\Core\Common\WorkSpace.h" target="build\native\inc\Core\Common\WorkSpace.h" />
|
46 |
+
<file src="AnnService\inc\Core\Common\WorkSpacePool.h" target="build\native\inc\Core\Common\WorkSpacePool.h" />
|
47 |
+
<file src="AnnService\inc\Core\KDT\Index.h" target="build\native\inc\Core\KDT\Index.h" />
|
48 |
+
<file src="AnnService\inc\Core\KDT\ParameterDefinitionList.h" target="build\native\inc\Core\KDT\ParameterDefinitionList.h" />
|
49 |
+
<file src="AnnService\inc\Core\SPANN\ExtraFullGraphSearcher.h" target="build\native\inc\Core\SPANN\ExtraFullGraphSearcher.h" />
|
50 |
+
<file src="AnnService\inc\Core\SPANN\IExtraSearcher.h" target="build\native\inc\Core\SPANN\IExtraSearcher.h" />
|
51 |
+
<file src="AnnService\inc\Core\SPANN\Index.h" target="build\native\inc\Core\SPANN\Index.h" />
|
52 |
+
<file src="AnnService\inc\Core\SPANN\Compressor.h" target="build\native\inc\Core\SPANN\Compressor.h" />
|
53 |
+
<file src="AnnService\inc\Core\SPANN\Options.h" target="build\native\inc\Core\SPANN\Options.h" />
|
54 |
+
<file src="AnnService\inc\Core\SPANN\ParameterDefinitionList.h" target="build\native\inc\Core\SPANN\ParameterDefinitionList.h" />
|
55 |
+
<file src="AnnService\inc\Core\Common.h" target="build\native\inc\Core\Common.h" />
|
56 |
+
<file src="AnnService\inc\Core\CommonDataStructure.h" target="build\native\inc\Core\CommonDataStructure.h" />
|
57 |
+
<file src="AnnService\inc\Core\DefinitionList.h" target="build\native\inc\Core\DefinitionList.h" />
|
58 |
+
<file src="AnnService\inc\Core\MetadataSet.h" target="build\native\inc\Core\MetadataSet.h" />
|
59 |
+
<file src="AnnService\inc\Core\SearchQuery.h" target="build\native\inc\Core\SearchQuery.h" />
|
60 |
+
<file src="AnnService\inc\Core\SearchResult.h" target="build\native\inc\Core\SearchResult.h" />
|
61 |
+
<file src="AnnService\inc\Core\VectorIndex.h" target="build\native\inc\Core\VectorIndex.h" />
|
62 |
+
<file src="AnnService\inc\Core\VectorSet.h" target="build\native\inc\Core\VectorSet.h" />
|
63 |
+
<file src="AnnService\inc\Helper\VectorSetReaders\DefaultReader.h" target="build\native\inc\Helper\VectorSetReaders\DefaultReader.h" />
|
64 |
+
<file src="AnnService\inc\Helper\VectorSetReaders\MemoryReader.h" target="build\native\inc\Helper\VectorSetReaders\MemoryReader.h" />
|
65 |
+
<file src="AnnService\inc\Helper\VectorSetReaders\TxtReader.h" target="build\native\inc\Helper\VectorSetReaders\TxtReader.h" />
|
66 |
+
<file src="AnnService\inc\Helper\VectorSetReaders\XvecReader.h" target="build\native\inc\Helper\VectorSetReaders\XvecReader.h" />
|
67 |
+
<file src="AnnService\inc\Helper\ArgumentsParser.h" target="build\native\inc\Helper\ArgumentsParser.h" />
|
68 |
+
<file src="AnnService\inc\Helper\AsyncFileReader.h" target="build\native\inc\Helper\AsyncFileReader.h" />
|
69 |
+
<file src="AnnService\inc\Helper\Base64Encode.h" target="build\native\inc\Helper\Base64Encode.h" />
|
70 |
+
<file src="AnnService\inc\Helper\CommonHelper.h" target="build\native\inc\Helper\CommonHelper.h" />
|
71 |
+
<file src="AnnService\inc\Helper\Concurrent.h" target="build\native\inc\Helper\Concurrent.h" />
|
72 |
+
<file src="AnnService\inc\Helper\ConcurrentSet.h" target="build\native\inc\Helper\ConcurrentSet.h" />
|
73 |
+
<file src="AnnService\inc\Helper\DiskIO.h" target="build\native\inc\Helper\DiskIO.h" />
|
74 |
+
<file src="AnnService\inc\Helper\DynamicNeighbors.h" target="build\native\inc\Helper\DynamicNeighbors.h" />
|
75 |
+
<file src="AnnService\inc\Helper\LockFree.h" target="build\native\inc\Helper\LockFree.h" />
|
76 |
+
<file src="AnnService\inc\Helper\Logging.h" target="build\native\inc\Helper\Logging.h" />
|
77 |
+
<file src="AnnService\inc\Helper\SimpleIniReader.h" target="build\native\inc\Helper\SimpleIniReader.h" />
|
78 |
+
<file src="AnnService\inc\Helper\StringConvert.h" target="build\native\inc\Helper\StringConvert.h" />
|
79 |
+
<file src="AnnService\inc\Helper\ThreadPool.h" target="build\native\inc\Helper\ThreadPool.h" />
|
80 |
+
<file src="AnnService\inc\Helper\VectorSetReader.h" target="build\native\inc\Helper\VectorSetReader.h" />
|
81 |
+
<file src="AnnService\src\Core\BKT\BKTIndex.cpp" target="build\native\src\Core\BKT\BKTIndex.cpp" />
|
82 |
+
<file src="AnnService\src\Core\Common\CommonUtils.cpp" target="build\native\src\Core\Common\CommonUtils.cpp" />
|
83 |
+
<file src="AnnService\src\Core\Common\DistanceUtils.cpp" target="build\native\src\Core\Common\DistanceUtils.cpp" />
|
84 |
+
<file src="AnnService\src\Core\Common\InstructionUtils.cpp" target="build\native\src\Core\Common\InstructionUtils.cpp" />
|
85 |
+
<file src="AnnService\src\Core\Common\IQuantizer.cpp" target="build\native\src\Core\Common\IQuantizer.cpp" />
|
86 |
+
<file src="AnnService\src\Core\Common\NeighborhoodGraph.cpp" target="build\native\src\Core\Common\NeighborhoodGraph.cpp" />
|
87 |
+
<file src="AnnService\src\Core\Common\SIMDUtils.cpp" target="build\native\src\Core\Common\SIMDUtils.cpp" />
|
88 |
+
<file src="AnnService\src\Core\Common\TruthSet.cpp" target="build\native\src\Core\Common\TruthSet.cpp" />
|
89 |
+
<file src="AnnService\src\Core\KDT\KDTIndex.cpp" target="build\native\src\Core\KDT\KDTIndex.cpp" />
|
90 |
+
<file src="AnnService\src\Core\SPANN\SPANNIndex.cpp" target="build\native\src\Core\SPANN\SPANNIndex.cpp" />
|
91 |
+
<file src="AnnService\src\Core\MetadataSet.cpp" target="build\native\src\Core\MetadataSet.cpp" />
|
92 |
+
<file src="AnnService\src\Core\VectorIndex.cpp" target="build\native\src\Core\VectorIndex.cpp" />
|
93 |
+
<file src="AnnService\src\Core\VectorSet.cpp" target="build\native\src\Core\VectorSet.cpp" />
|
94 |
+
<file src="AnnService\src\Helper\VectorSetReader.cpp" target="build\native\src\Helper\VectorSetReader.cpp" />
|
95 |
+
<file src="AnnService\src\Helper\SimpleIniReader.cpp" target="build\native\src\Helper\SimpleIniReader.cpp" />
|
96 |
+
<file src="AnnService\src\Helper\DynamicNeighbors.cpp" target="build\native\src\Helper\DynamicNeighbors.cpp" />
|
97 |
+
<file src="AnnService\src\Helper\Concurrent.cpp" target="build\native\src\Helper\Concurrent.cpp" />
|
98 |
+
<file src="AnnService\src\Helper\CommonHelper.cpp" target="build\native\src\Helper\CommonHelper.cpp" />
|
99 |
+
<file src="AnnService\src\Helper\Base64Encode.cpp" target="build\native\src\Helper\Base64Encode.cpp" />
|
100 |
+
<file src="AnnService\src\Helper\AsyncFileReader.cpp" target="build\native\src\Helper\AsyncFileReader.cpp" />
|
101 |
+
<file src="AnnService\src\Helper\ArgumentsParser.cpp" target="build\native\src\Helper\ArgumentsParser.cpp" />
|
102 |
+
<file src="AnnService\src\Helper\VectorSetReaders\DefaultReader.cpp" target="build\native\src\Helper\VectorSetReaders\DefaultReader.cpp" />
|
103 |
+
<file src="AnnService\src\Helper\VectorSetReaders\TxtReader.cpp" target="build\native\src\Helper\VectorSetReaders\TxtReader.cpp" />
|
104 |
+
<file src="AnnService\src\Helper\VectorSetReaders\XvecReader.cpp" target="build\native\src\Helper\VectorSetReaders\XvecReader.cpp" />
|
105 |
+
<file src="ThirdParty\zstd\lib\zdict.h" target="build\native\zdict.h" />
|
106 |
+
<file src="ThirdParty\zstd\lib\zstd.h" target="build\native\zstd.h" />
|
107 |
+
<file src="ThirdParty\zstd\lib\zstd_errors.h" target="build\native\zstd_errors.h" />
|
108 |
+
<file src="x64\Debug\CoreLibrary.lib" target="lib\native\debug\x64\CoreLibrary.lib" />
|
109 |
+
<file src="x64\Debug\CoreLibrary.pdb" target="lib\native\debug\x64\CoreLibrary.pdb" />
|
110 |
+
<file src="x64\Debug\libzstd.dll" target="lib\native\debug\x64\libzstd.dll" />
|
111 |
+
<file src="x64\Release\CoreLibrary.lib" target="lib\native\retail\x64\CoreLibrary.lib" />
|
112 |
+
<file src="x64\Release\CoreLibrary.pdb" target="lib\native\retail\x64\CoreLibrary.pdb" />
|
113 |
+
<file src="x64\Release\libzstd.dll" target="lib\native\retail\x64\libzstd.dll" />
|
114 |
+
<file src="packages\Zstandard.dyn.x64.1.4.0\build\native\x64\libzstd.lib" target="lib\native\debug\x64\libzstd.lib" />
|
115 |
+
<file src="packages\Zstandard.dyn.x64.1.4.0\build\native\x64\libzstd.lib" target="lib\native\retail\x64\libzstd.lib" />
|
116 |
+
</files>
|
117 |
+
</package>
|
SPANN/SPTAG.sdf
ADDED
Binary file (65.5 kB). View file
|
|
SPANN/SPTAG.sln
ADDED
@@ -0,0 +1,290 @@
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|
|
1 |
+
Microsoft Visual Studio Solution File, Format Version 12.00
|
2 |
+
# Visual Studio Version 17
|
3 |
+
VisualStudioVersion = 17.4.33403.182
|
4 |
+
MinimumVisualStudioVersion = 10.0.40219.1
|
5 |
+
Project("{8BC9CEB8-8B4A-11D0-8D11-00A0C91BC942}") = "CoreLibrary", "AnnService\CoreLibrary.vcxproj", "{C2BC5FDE-C853-4F3D-B7E4-2C9B5524DDF9}"
|
6 |
+
EndProject
|
7 |
+
Project("{8BC9CEB8-8B4A-11D0-8D11-00A0C91BC942}") = "Server", "AnnService\Server.vcxproj", "{E28B1222-8BEA-4A92-8FE0-088EBDAA7FE0}"
|
8 |
+
ProjectSection(ProjectDependencies) = postProject
|
9 |
+
{C2BC5FDE-C853-4F3D-B7E4-2C9B5524DDF9} = {C2BC5FDE-C853-4F3D-B7E4-2C9B5524DDF9}
|
10 |
+
{F9A72303-6381-4C80-86FF-606A2F6F7B96} = {F9A72303-6381-4C80-86FF-606A2F6F7B96}
|
11 |
+
EndProjectSection
|
12 |
+
EndProject
|
13 |
+
Project("{8BC9CEB8-8B4A-11D0-8D11-00A0C91BC942}") = "PythonCore", "Wrappers\PythonCore.vcxproj", "{AF31947C-0495-42FE-A1AD-8F0DA2A679C7}"
|
14 |
+
ProjectSection(ProjectDependencies) = postProject
|
15 |
+
{C2BC5FDE-C853-4F3D-B7E4-2C9B5524DDF9} = {C2BC5FDE-C853-4F3D-B7E4-2C9B5524DDF9}
|
16 |
+
EndProjectSection
|
17 |
+
EndProject
|
18 |
+
Project("{8BC9CEB8-8B4A-11D0-8D11-00A0C91BC942}") = "SocketLib", "AnnService\SocketLib.vcxproj", "{F9A72303-6381-4C80-86FF-606A2F6F7B96}"
|
19 |
+
ProjectSection(ProjectDependencies) = postProject
|
20 |
+
{C2BC5FDE-C853-4F3D-B7E4-2C9B5524DDF9} = {C2BC5FDE-C853-4F3D-B7E4-2C9B5524DDF9}
|
21 |
+
EndProjectSection
|
22 |
+
EndProject
|
23 |
+
Project("{8BC9CEB8-8B4A-11D0-8D11-00A0C91BC942}") = "Client", "AnnService\Client.vcxproj", "{A89D70C3-C53B-42DE-A5CE-9A472540F5CB}"
|
24 |
+
ProjectSection(ProjectDependencies) = postProject
|
25 |
+
{C2BC5FDE-C853-4F3D-B7E4-2C9B5524DDF9} = {C2BC5FDE-C853-4F3D-B7E4-2C9B5524DDF9}
|
26 |
+
{F9A72303-6381-4C80-86FF-606A2F6F7B96} = {F9A72303-6381-4C80-86FF-606A2F6F7B96}
|
27 |
+
EndProjectSection
|
28 |
+
EndProject
|
29 |
+
Project("{8BC9CEB8-8B4A-11D0-8D11-00A0C91BC942}") = "Aggregator", "AnnService\Aggregator.vcxproj", "{D7F09A63-BDCA-4F6C-A864-8551D1FE447A}"
|
30 |
+
ProjectSection(ProjectDependencies) = postProject
|
31 |
+
{C2BC5FDE-C853-4F3D-B7E4-2C9B5524DDF9} = {C2BC5FDE-C853-4F3D-B7E4-2C9B5524DDF9}
|
32 |
+
{F9A72303-6381-4C80-86FF-606A2F6F7B96} = {F9A72303-6381-4C80-86FF-606A2F6F7B96}
|
33 |
+
EndProjectSection
|
34 |
+
EndProject
|
35 |
+
Project("{8BC9CEB8-8B4A-11D0-8D11-00A0C91BC942}") = "PythonClient", "Wrappers\PythonClient.vcxproj", "{9B014CF6-E3FB-4BD4-B3B1-D26297BB31AA}"
|
36 |
+
ProjectSection(ProjectDependencies) = postProject
|
37 |
+
{C2BC5FDE-C853-4F3D-B7E4-2C9B5524DDF9} = {C2BC5FDE-C853-4F3D-B7E4-2C9B5524DDF9}
|
38 |
+
{F9A72303-6381-4C80-86FF-606A2F6F7B96} = {F9A72303-6381-4C80-86FF-606A2F6F7B96}
|
39 |
+
EndProjectSection
|
40 |
+
EndProject
|
41 |
+
Project("{8BC9CEB8-8B4A-11D0-8D11-00A0C91BC942}") = "IndexBuilder", "AnnService\IndexBuilder.vcxproj", "{F492F794-E78B-4B1F-A556-5E045B9163D5}"
|
42 |
+
ProjectSection(ProjectDependencies) = postProject
|
43 |
+
{C2BC5FDE-C853-4F3D-B7E4-2C9B5524DDF9} = {C2BC5FDE-C853-4F3D-B7E4-2C9B5524DDF9}
|
44 |
+
EndProjectSection
|
45 |
+
EndProject
|
46 |
+
Project("{8BC9CEB8-8B4A-11D0-8D11-00A0C91BC942}") = "IndexSearcher", "AnnService\IndexSearcher.vcxproj", "{97615D3B-9FA0-469E-B229-95A91A5087E0}"
|
47 |
+
ProjectSection(ProjectDependencies) = postProject
|
48 |
+
{C2BC5FDE-C853-4F3D-B7E4-2C9B5524DDF9} = {C2BC5FDE-C853-4F3D-B7E4-2C9B5524DDF9}
|
49 |
+
EndProjectSection
|
50 |
+
EndProject
|
51 |
+
Project("{8BC9CEB8-8B4A-11D0-8D11-00A0C91BC942}") = "Test", "Test\Test.vcxproj", "{29A25655-CCF2-47F8-8BC8-DFE1B5CF993C}"
|
52 |
+
ProjectSection(ProjectDependencies) = postProject
|
53 |
+
{217B42B7-8F2B-4323-804C-08992CA2F65E} = {217B42B7-8F2B-4323-804C-08992CA2F65E}
|
54 |
+
{C2BC5FDE-C853-4F3D-B7E4-2C9B5524DDF9} = {C2BC5FDE-C853-4F3D-B7E4-2C9B5524DDF9}
|
55 |
+
{F9A72303-6381-4C80-86FF-606A2F6F7B96} = {F9A72303-6381-4C80-86FF-606A2F6F7B96}
|
56 |
+
EndProjectSection
|
57 |
+
EndProject
|
58 |
+
Project("{8BC9CEB8-8B4A-11D0-8D11-00A0C91BC942}") = "JavaCore", "Wrappers\JavaCore.vcxproj", "{93FEB26B-965E-4157-8BE5-052F5CA112BB}"
|
59 |
+
ProjectSection(ProjectDependencies) = postProject
|
60 |
+
{C2BC5FDE-C853-4F3D-B7E4-2C9B5524DDF9} = {C2BC5FDE-C853-4F3D-B7E4-2C9B5524DDF9}
|
61 |
+
EndProjectSection
|
62 |
+
EndProject
|
63 |
+
Project("{8BC9CEB8-8B4A-11D0-8D11-00A0C91BC942}") = "JavaClient", "Wrappers\JavaClient.vcxproj", "{8866BF98-AA2E-450F-9F33-083E007CCA74}"
|
64 |
+
ProjectSection(ProjectDependencies) = postProject
|
65 |
+
{C2BC5FDE-C853-4F3D-B7E4-2C9B5524DDF9} = {C2BC5FDE-C853-4F3D-B7E4-2C9B5524DDF9}
|
66 |
+
{F9A72303-6381-4C80-86FF-606A2F6F7B96} = {F9A72303-6381-4C80-86FF-606A2F6F7B96}
|
67 |
+
EndProjectSection
|
68 |
+
EndProject
|
69 |
+
Project("{8BC9CEB8-8B4A-11D0-8D11-00A0C91BC942}") = "CsharpCore", "Wrappers\CsharpCore.vcxproj", "{1896C009-AD46-4A70-B83C-4652A7F37503}"
|
70 |
+
ProjectSection(ProjectDependencies) = postProject
|
71 |
+
{C2BC5FDE-C853-4F3D-B7E4-2C9B5524DDF9} = {C2BC5FDE-C853-4F3D-B7E4-2C9B5524DDF9}
|
72 |
+
EndProjectSection
|
73 |
+
EndProject
|
74 |
+
Project("{8BC9CEB8-8B4A-11D0-8D11-00A0C91BC942}") = "CsharpClient", "Wrappers\CsharpClient.vcxproj", "{363BA3BB-75C4-4CC7-AECB-28C7534B3710}"
|
75 |
+
ProjectSection(ProjectDependencies) = postProject
|
76 |
+
{C2BC5FDE-C853-4F3D-B7E4-2C9B5524DDF9} = {C2BC5FDE-C853-4F3D-B7E4-2C9B5524DDF9}
|
77 |
+
{F9A72303-6381-4C80-86FF-606A2F6F7B96} = {F9A72303-6381-4C80-86FF-606A2F6F7B96}
|
78 |
+
EndProjectSection
|
79 |
+
EndProject
|
80 |
+
Project("{8BC9CEB8-8B4A-11D0-8D11-00A0C91BC942}") = "CLRCore", "Wrappers\CLRCore.vcxproj", "{38ACBA6C-2E50-44D4-9A6D-DC735B56E38F}"
|
81 |
+
ProjectSection(ProjectDependencies) = postProject
|
82 |
+
{C2BC5FDE-C853-4F3D-B7E4-2C9B5524DDF9} = {C2BC5FDE-C853-4F3D-B7E4-2C9B5524DDF9}
|
83 |
+
EndProjectSection
|
84 |
+
EndProject
|
85 |
+
Project("{8BC9CEB8-8B4A-11D0-8D11-00A0C91BC942}") = "GPUCoreLibrary", "AnnService\GPUCoreLibrary.vcxproj", "{84A84DBE-D46B-4EC9-8948-FF150DE5D386}"
|
86 |
+
EndProject
|
87 |
+
Project("{8BC9CEB8-8B4A-11D0-8D11-00A0C91BC942}") = "GPUIndexBuilder", "AnnService\GPUIndexBuilder.vcxproj", "{85106062-3D9F-4B52-AFF3-97D0F9575888}"
|
88 |
+
ProjectSection(ProjectDependencies) = postProject
|
89 |
+
{84A84DBE-D46B-4EC9-8948-FF150DE5D386} = {84A84DBE-D46B-4EC9-8948-FF150DE5D386}
|
90 |
+
EndProjectSection
|
91 |
+
EndProject
|
92 |
+
Project("{8BC9CEB8-8B4A-11D0-8D11-00A0C91BC942}") = "SSDServing", "AnnService\SSDServing.vcxproj", "{217B42B7-8F2B-4323-804C-08992CA2F65E}"
|
93 |
+
ProjectSection(ProjectDependencies) = postProject
|
94 |
+
{C2BC5FDE-C853-4F3D-B7E4-2C9B5524DDF9} = {C2BC5FDE-C853-4F3D-B7E4-2C9B5524DDF9}
|
95 |
+
EndProjectSection
|
96 |
+
EndProject
|
97 |
+
Project("{8BC9CEB8-8B4A-11D0-8D11-00A0C91BC942}") = "BalancedDataPartition", "AnnService\BalancedDataPartition.vcxproj", "{EB9D699A-16CB-4D51-AB39-0B170BE72FC8}"
|
98 |
+
EndProject
|
99 |
+
Project("{8BC9CEB8-8B4A-11D0-8D11-00A0C91BC942}") = "GPUSSDServing", "AnnService\GPUSSDServing.vcxproj", "{0CA39557-067E-4EBD-8264-9D09B00275A2}"
|
100 |
+
EndProject
|
101 |
+
Project("{8BC9CEB8-8B4A-11D0-8D11-00A0C91BC942}") = "Quantizer", "AnnService\Quantizer.vcxproj", "{94D8008A-3AD8-4CA6-BA02-FE1458804E1D}"
|
102 |
+
ProjectSection(ProjectDependencies) = postProject
|
103 |
+
{C2BC5FDE-C853-4F3D-B7E4-2C9B5524DDF9} = {C2BC5FDE-C853-4F3D-B7E4-2C9B5524DDF9}
|
104 |
+
EndProjectSection
|
105 |
+
EndProject
|
106 |
+
Project("{8BC9CEB8-8B4A-11D0-8D11-00A0C91BC942}") = "SPTAG", "Wrappers\WinRT\SPTAG.WinRT.vcxproj", "{8DC74C33-6E15-43ED-9300-2A140589E3DA}"
|
107 |
+
ProjectSection(ProjectDependencies) = postProject
|
108 |
+
{C2BC5FDE-C853-4F3D-B7E4-2C9B5524DDF9} = {C2BC5FDE-C853-4F3D-B7E4-2C9B5524DDF9}
|
109 |
+
EndProjectSection
|
110 |
+
EndProject
|
111 |
+
Project("{8BC9CEB8-8B4A-11D0-8D11-00A0C91BC942}") = "WinRTTest", "Test\WinRTTest\WinRTTest.vcxproj", "{C9DF3099-A142-4AA7-B936-1541816A1F21}"
|
112 |
+
EndProject
|
113 |
+
Global
|
114 |
+
GlobalSection(SolutionConfigurationPlatforms) = preSolution
|
115 |
+
Debug|x64 = Debug|x64
|
116 |
+
Debug|x86 = Debug|x86
|
117 |
+
Release|x64 = Release|x64
|
118 |
+
Release|x86 = Release|x86
|
119 |
+
EndGlobalSection
|
120 |
+
GlobalSection(ProjectConfigurationPlatforms) = postSolution
|
121 |
+
{C2BC5FDE-C853-4F3D-B7E4-2C9B5524DDF9}.Debug|x64.ActiveCfg = Debug|x64
|
122 |
+
{C2BC5FDE-C853-4F3D-B7E4-2C9B5524DDF9}.Debug|x64.Build.0 = Debug|x64
|
123 |
+
{C2BC5FDE-C853-4F3D-B7E4-2C9B5524DDF9}.Debug|x86.ActiveCfg = Debug|x64
|
124 |
+
{C2BC5FDE-C853-4F3D-B7E4-2C9B5524DDF9}.Debug|x86.Build.0 = Debug|x64
|
125 |
+
{C2BC5FDE-C853-4F3D-B7E4-2C9B5524DDF9}.Release|x64.ActiveCfg = Release|x64
|
126 |
+
{C2BC5FDE-C853-4F3D-B7E4-2C9B5524DDF9}.Release|x64.Build.0 = Release|x64
|
127 |
+
{C2BC5FDE-C853-4F3D-B7E4-2C9B5524DDF9}.Release|x86.ActiveCfg = Debug|x64
|
128 |
+
{C2BC5FDE-C853-4F3D-B7E4-2C9B5524DDF9}.Release|x86.Build.0 = Debug|x64
|
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{E28B1222-8BEA-4A92-8FE0-088EBDAA7FE0}.Debug|x64.ActiveCfg = Debug|x64
|
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{E28B1222-8BEA-4A92-8FE0-088EBDAA7FE0}.Debug|x64.Build.0 = Debug|x64
|
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{E28B1222-8BEA-4A92-8FE0-088EBDAA7FE0}.Debug|x86.ActiveCfg = Debug|x64
|
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{E28B1222-8BEA-4A92-8FE0-088EBDAA7FE0}.Debug|x86.Build.0 = Debug|x64
|
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{E28B1222-8BEA-4A92-8FE0-088EBDAA7FE0}.Release|x64.ActiveCfg = Release|x64
|
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{E28B1222-8BEA-4A92-8FE0-088EBDAA7FE0}.Release|x64.Build.0 = Release|x64
|
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{E28B1222-8BEA-4A92-8FE0-088EBDAA7FE0}.Release|x86.ActiveCfg = Debug|x64
|
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{E28B1222-8BEA-4A92-8FE0-088EBDAA7FE0}.Release|x86.Build.0 = Debug|x64
|
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{AF31947C-0495-42FE-A1AD-8F0DA2A679C7}.Debug|x64.ActiveCfg = Debug|x64
|
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{AF31947C-0495-42FE-A1AD-8F0DA2A679C7}.Debug|x64.Build.0 = Debug|x64
|
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{AF31947C-0495-42FE-A1AD-8F0DA2A679C7}.Debug|x86.ActiveCfg = Debug|x64
|
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{AF31947C-0495-42FE-A1AD-8F0DA2A679C7}.Debug|x86.Build.0 = Debug|x64
|
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{AF31947C-0495-42FE-A1AD-8F0DA2A679C7}.Release|x64.ActiveCfg = Release|x64
|
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{AF31947C-0495-42FE-A1AD-8F0DA2A679C7}.Release|x64.Build.0 = Release|x64
|
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{AF31947C-0495-42FE-A1AD-8F0DA2A679C7}.Release|x86.ActiveCfg = Debug|x64
|
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{AF31947C-0495-42FE-A1AD-8F0DA2A679C7}.Release|x86.Build.0 = Debug|x64
|
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{F9A72303-6381-4C80-86FF-606A2F6F7B96}.Debug|x64.ActiveCfg = Debug|x64
|
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{F9A72303-6381-4C80-86FF-606A2F6F7B96}.Debug|x64.Build.0 = Debug|x64
|
147 |
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{F9A72303-6381-4C80-86FF-606A2F6F7B96}.Debug|x86.ActiveCfg = Debug|x64
|
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{F9A72303-6381-4C80-86FF-606A2F6F7B96}.Debug|x86.Build.0 = Debug|x64
|
149 |
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{F9A72303-6381-4C80-86FF-606A2F6F7B96}.Release|x64.ActiveCfg = Release|x64
|
150 |
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{F9A72303-6381-4C80-86FF-606A2F6F7B96}.Release|x64.Build.0 = Release|x64
|
151 |
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{F9A72303-6381-4C80-86FF-606A2F6F7B96}.Release|x86.ActiveCfg = Debug|x64
|
152 |
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{F9A72303-6381-4C80-86FF-606A2F6F7B96}.Release|x86.Build.0 = Debug|x64
|
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{A89D70C3-C53B-42DE-A5CE-9A472540F5CB}.Debug|x64.ActiveCfg = Debug|x64
|
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{A89D70C3-C53B-42DE-A5CE-9A472540F5CB}.Debug|x64.Build.0 = Debug|x64
|
155 |
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{A89D70C3-C53B-42DE-A5CE-9A472540F5CB}.Debug|x86.ActiveCfg = Debug|x64
|
156 |
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{A89D70C3-C53B-42DE-A5CE-9A472540F5CB}.Debug|x86.Build.0 = Debug|x64
|
157 |
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{A89D70C3-C53B-42DE-A5CE-9A472540F5CB}.Release|x64.ActiveCfg = Release|x64
|
158 |
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{A89D70C3-C53B-42DE-A5CE-9A472540F5CB}.Release|x64.Build.0 = Release|x64
|
159 |
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{A89D70C3-C53B-42DE-A5CE-9A472540F5CB}.Release|x86.ActiveCfg = Debug|x64
|
160 |
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{A89D70C3-C53B-42DE-A5CE-9A472540F5CB}.Release|x86.Build.0 = Debug|x64
|
161 |
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{D7F09A63-BDCA-4F6C-A864-8551D1FE447A}.Debug|x64.ActiveCfg = Debug|x64
|
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{D7F09A63-BDCA-4F6C-A864-8551D1FE447A}.Debug|x64.Build.0 = Debug|x64
|
163 |
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{D7F09A63-BDCA-4F6C-A864-8551D1FE447A}.Debug|x86.ActiveCfg = Debug|x64
|
164 |
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{D7F09A63-BDCA-4F6C-A864-8551D1FE447A}.Debug|x86.Build.0 = Debug|x64
|
165 |
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{D7F09A63-BDCA-4F6C-A864-8551D1FE447A}.Release|x64.ActiveCfg = Release|x64
|
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{D7F09A63-BDCA-4F6C-A864-8551D1FE447A}.Release|x64.Build.0 = Release|x64
|
167 |
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{D7F09A63-BDCA-4F6C-A864-8551D1FE447A}.Release|x86.ActiveCfg = Debug|x64
|
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{D7F09A63-BDCA-4F6C-A864-8551D1FE447A}.Release|x86.Build.0 = Debug|x64
|
169 |
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{9B014CF6-E3FB-4BD4-B3B1-D26297BB31AA}.Debug|x64.ActiveCfg = Debug|x64
|
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{9B014CF6-E3FB-4BD4-B3B1-D26297BB31AA}.Debug|x64.Build.0 = Debug|x64
|
171 |
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{9B014CF6-E3FB-4BD4-B3B1-D26297BB31AA}.Debug|x86.ActiveCfg = Debug|Win32
|
172 |
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{9B014CF6-E3FB-4BD4-B3B1-D26297BB31AA}.Debug|x86.Build.0 = Debug|Win32
|
173 |
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{9B014CF6-E3FB-4BD4-B3B1-D26297BB31AA}.Release|x64.ActiveCfg = Release|x64
|
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{9B014CF6-E3FB-4BD4-B3B1-D26297BB31AA}.Release|x64.Build.0 = Release|x64
|
175 |
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{9B014CF6-E3FB-4BD4-B3B1-D26297BB31AA}.Release|x86.ActiveCfg = Release|Win32
|
176 |
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{9B014CF6-E3FB-4BD4-B3B1-D26297BB31AA}.Release|x86.Build.0 = Release|Win32
|
177 |
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{F492F794-E78B-4B1F-A556-5E045B9163D5}.Debug|x64.ActiveCfg = Debug|x64
|
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{F492F794-E78B-4B1F-A556-5E045B9163D5}.Debug|x64.Build.0 = Debug|x64
|
179 |
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{F492F794-E78B-4B1F-A556-5E045B9163D5}.Debug|x86.ActiveCfg = Debug|Win32
|
180 |
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{F492F794-E78B-4B1F-A556-5E045B9163D5}.Debug|x86.Build.0 = Debug|Win32
|
181 |
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{F492F794-E78B-4B1F-A556-5E045B9163D5}.Release|x64.ActiveCfg = Release|x64
|
182 |
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{F492F794-E78B-4B1F-A556-5E045B9163D5}.Release|x64.Build.0 = Release|x64
|
183 |
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{F492F794-E78B-4B1F-A556-5E045B9163D5}.Release|x86.ActiveCfg = Release|Win32
|
184 |
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{F492F794-E78B-4B1F-A556-5E045B9163D5}.Release|x86.Build.0 = Release|Win32
|
185 |
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{97615D3B-9FA0-469E-B229-95A91A5087E0}.Debug|x64.ActiveCfg = Debug|x64
|
186 |
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{97615D3B-9FA0-469E-B229-95A91A5087E0}.Debug|x64.Build.0 = Debug|x64
|
187 |
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{97615D3B-9FA0-469E-B229-95A91A5087E0}.Debug|x86.ActiveCfg = Debug|Win32
|
188 |
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{97615D3B-9FA0-469E-B229-95A91A5087E0}.Debug|x86.Build.0 = Debug|Win32
|
189 |
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{97615D3B-9FA0-469E-B229-95A91A5087E0}.Release|x64.ActiveCfg = Release|x64
|
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{97615D3B-9FA0-469E-B229-95A91A5087E0}.Release|x64.Build.0 = Release|x64
|
191 |
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{97615D3B-9FA0-469E-B229-95A91A5087E0}.Release|x86.ActiveCfg = Release|Win32
|
192 |
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{97615D3B-9FA0-469E-B229-95A91A5087E0}.Release|x86.Build.0 = Release|Win32
|
193 |
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{29A25655-CCF2-47F8-8BC8-DFE1B5CF993C}.Debug|x64.ActiveCfg = Debug|x64
|
194 |
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{29A25655-CCF2-47F8-8BC8-DFE1B5CF993C}.Debug|x64.Build.0 = Debug|x64
|
195 |
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{29A25655-CCF2-47F8-8BC8-DFE1B5CF993C}.Debug|x86.ActiveCfg = Debug|Win32
|
196 |
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{29A25655-CCF2-47F8-8BC8-DFE1B5CF993C}.Debug|x86.Build.0 = Debug|Win32
|
197 |
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{29A25655-CCF2-47F8-8BC8-DFE1B5CF993C}.Release|x64.ActiveCfg = Release|x64
|
198 |
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{29A25655-CCF2-47F8-8BC8-DFE1B5CF993C}.Release|x64.Build.0 = Release|x64
|
199 |
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|
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205 |
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|
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216 |
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|
283 |
+
EndGlobalSection
|
284 |
+
GlobalSection(SolutionProperties) = preSolution
|
285 |
+
HideSolutionNode = FALSE
|
286 |
+
EndGlobalSection
|
287 |
+
GlobalSection(ExtensibilityGlobals) = postSolution
|
288 |
+
SolutionGuid = {38BDFF12-6FEC-4B67-A7BD-436D9E2544FD}
|
289 |
+
EndGlobalSection
|
290 |
+
EndGlobal
|
SPANN/setup.py
ADDED
@@ -0,0 +1,188 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
# Copyright (c) Microsoft Corporation.
|
2 |
+
# Licensed under the MIT license.
|
3 |
+
|
4 |
+
"""
|
5 |
+
Script for installation and distribution.
|
6 |
+
You can use environment variable `SPTAG_RELEASE` to set release version.
|
7 |
+
If release version is not set, default to a development build whose version string will be `0.0.0.dev`.
|
8 |
+
## Prepare Environment ##
|
9 |
+
Install dependencies:
|
10 |
+
$ pip install -U -r setup.txt
|
11 |
+
## Development ##
|
12 |
+
Build and install for development:
|
13 |
+
$ python setup.py develop
|
14 |
+
Uninstall:
|
15 |
+
$ pip uninstall sptag
|
16 |
+
Remove generated files: (use "--all" to remove toolchain and built wheel)
|
17 |
+
$ python setup.py clean [--all]
|
18 |
+
## Release ##
|
19 |
+
Build wheel package:
|
20 |
+
$ SPTAG_RELEASE=1.0 python setup.py bdist_wheel -p win_amd64
|
21 |
+
Where "1.0" is version string and "win_amd64" is platform.
|
22 |
+
The platform may also be "manylinux1_x86_64".
|
23 |
+
"""
|
24 |
+
|
25 |
+
from distutils.cmd import Command
|
26 |
+
from distutils.command.build import build
|
27 |
+
from distutils.command.clean import clean
|
28 |
+
import glob
|
29 |
+
import os
|
30 |
+
import shutil
|
31 |
+
import sys
|
32 |
+
|
33 |
+
import setuptools
|
34 |
+
from setuptools.command.develop import develop
|
35 |
+
|
36 |
+
release = os.environ.get('SPTAG_RELEASE')
|
37 |
+
nuget_release = os.environ.get('NUGET_RELEASE')
|
38 |
+
python_version = "%d.%d" % (sys.version_info.major, sys.version_info.minor)
|
39 |
+
print ("Python version:%s" % python_version)
|
40 |
+
|
41 |
+
if 'bdist_wheel' in sys.argv:
|
42 |
+
if not any(arg.startswith('--python-tag') for arg in sys.argv):
|
43 |
+
sys.argv.extend(['--python-tag', 'py%d%d'%(sys.version_info.major, sys.version_info.minor)])
|
44 |
+
print (sys.argv)
|
45 |
+
|
46 |
+
def _setup():
|
47 |
+
setuptools.setup(
|
48 |
+
name = 'sptag',
|
49 |
+
version = release or '0.0.0.dev',
|
50 |
+
description = 'SPTAG: A library for fast approximate nearest neighbor search',
|
51 |
+
long_description = open('README.md', encoding='utf-8').read(),
|
52 |
+
long_description_content_type = 'text/markdown',
|
53 |
+
url = 'https://github.com/Microsoft/SPTAG',
|
54 |
+
author = 'Microsoft SPTAG Team',
|
55 |
+
author_email = '[email protected]',
|
56 |
+
license = 'MIT',
|
57 |
+
include_package_data=True,
|
58 |
+
classifiers = [
|
59 |
+
'License :: OSI Approved :: MIT License',
|
60 |
+
'Operating System :: Microsoft :: Windows :: Windows 10',
|
61 |
+
'Operating System :: POSIX :: Linux',
|
62 |
+
'Programming Language :: Python :: 3',
|
63 |
+
'Intended Audience :: Science/Research',
|
64 |
+
],
|
65 |
+
|
66 |
+
packages = _find_python_packages(),
|
67 |
+
python_requires = '>=3.6',
|
68 |
+
install_requires = ['numpy'],
|
69 |
+
|
70 |
+
cmdclass = {
|
71 |
+
'build': Build,
|
72 |
+
'clean': Clean,
|
73 |
+
'develop': Develop,
|
74 |
+
}
|
75 |
+
)
|
76 |
+
|
77 |
+
def _find_python_packages():
|
78 |
+
if os.path.exists('sptag'): shutil.rmtree('sptag')
|
79 |
+
|
80 |
+
if os.path.exists('Release'):
|
81 |
+
shutil.copytree('Release', 'sptag')
|
82 |
+
elif os.path.exists(os.path.join('x64', 'Release')):
|
83 |
+
shutil.copytree(os.path.join('x64', 'Release'), 'sptag')
|
84 |
+
|
85 |
+
if not os.path.exists('lib'): os.mkdir('lib')
|
86 |
+
if not os.path.exists('lib\\net472'): os.mkdir('lib\\net472')
|
87 |
+
for file in glob.glob(r'x64\\Release\\Microsoft.ANN.SPTAGManaged.*'):
|
88 |
+
print (file)
|
89 |
+
shutil.copy(file, "lib\\net472\\")
|
90 |
+
sfiles = ''
|
91 |
+
for framework in ['net5.0', 'net472']:
|
92 |
+
if os.path.exists("lib\\%s\\Microsoft.ANN.SPTAGManaged.dll" % framework):
|
93 |
+
sfiles += '<file src="lib\\%s\\Microsoft.ANN.SPTAGManaged.dll" target="lib\\%s\\Microsoft.ANN.SPTAGManaged.dll" />' % (framework, framework)
|
94 |
+
sfiles += '<file src="lib\\%s\\Microsoft.ANN.SPTAGManaged.pdb" target="lib\\%s\\Microsoft.ANN.SPTAGManaged.pdb" />' % (framework, framework)
|
95 |
+
if os.path.exists('x64\\Release\\libzstd.dll'):
|
96 |
+
sfiles += '<file src="x64\\Release\\libzstd.dll" target="runtimes\\win-x64\\native\\libzstd.dll" />'
|
97 |
+
if os.path.exists('x64\\Release\\Ijwhost.dll'):
|
98 |
+
sfiles += '<file src="x64\\Release\\Ijwhost.dll" target="runtimes\\win-x64\\native\\Ijwhost.dll" />'
|
99 |
+
sfiles += '<file src="SPTAG.targets" target="build\\MSSPTAG.Managed.Library.targets" />'
|
100 |
+
f = open('sptag.nuspec', 'w')
|
101 |
+
spec = '''<?xml version="1.0" encoding="utf-8"?>
|
102 |
+
<package xmlns="http://schemas.microsoft.com/packaging/2011/08/nuspec.xsd">
|
103 |
+
<metadata>
|
104 |
+
<id>MSSPTAG.Managed.Library</id>
|
105 |
+
<version>%s</version>
|
106 |
+
<title>MSSPTAG.Managed.Library</title>
|
107 |
+
<authors>cheqi,haidwa,mingqli</authors>
|
108 |
+
<owners>cheqi,haidwa,mingqli</owners>
|
109 |
+
<requireLicenseAcceptance>false</requireLicenseAcceptance>
|
110 |
+
<licenseUrl>https://github.com/microsoft/SPTAG</licenseUrl>
|
111 |
+
<projectUrl>https://github.com/microsoft/SPTAG</projectUrl>
|
112 |
+
<description>SPTAG (Space Partition Tree And Graph) is a library for large scale vector approximate nearest neighbor search scenario released by Microsoft Research (MSR) and Microsoft Bing.</description>
|
113 |
+
<copyright>Copyright @ Microsoft</copyright>
|
114 |
+
</metadata>
|
115 |
+
<files>
|
116 |
+
%s
|
117 |
+
</files>
|
118 |
+
</package>
|
119 |
+
''' % (nuget_release, sfiles)
|
120 |
+
f.write(spec)
|
121 |
+
f.close()
|
122 |
+
|
123 |
+
fwinrt = open('sptag.winrt.nuspec', 'w')
|
124 |
+
spec = '''<?xml version="1.0" encoding="utf-8"?>
|
125 |
+
<package xmlns="http://schemas.microsoft.com/packaging/2011/08/nuspec.xsd">
|
126 |
+
<metadata>
|
127 |
+
<id>MSSPTAG.WinRT</id>
|
128 |
+
<version>%s</version>
|
129 |
+
<title>MSSPTAG.WinRT</title>
|
130 |
+
<authors>cheqi,haidwa,mingqli</authors>
|
131 |
+
<owners>cheqi,haidwa,mingqli</owners>
|
132 |
+
<requireLicenseAcceptance>false</requireLicenseAcceptance>
|
133 |
+
<licenseUrl>https://github.com/microsoft/SPTAG</licenseUrl>
|
134 |
+
<projectUrl>https://github.com/microsoft/SPTAG</projectUrl>
|
135 |
+
<description>SPTAG (Space Partition Tree And Graph) is a library for large scale vector approximate nearest neighbor search scenario released by Microsoft Research (MSR) and Microsoft Bing.</description>
|
136 |
+
<copyright>Copyright @ Microsoft</copyright>
|
137 |
+
<dependencies>
|
138 |
+
<group targetFramework="uap10.0">
|
139 |
+
<dependency id="Zstandard.dyn.x64" version="1.4.0" />
|
140 |
+
</group>
|
141 |
+
<group targetFramework="native">
|
142 |
+
<dependency id="Zstandard.dyn.x64" version="1.4.0" />
|
143 |
+
</group>
|
144 |
+
</dependencies>
|
145 |
+
</metadata>
|
146 |
+
<files>
|
147 |
+
<file src="Wrappers\\WinRT\\SPTAG.WinRT.targets" target="build\\native" />
|
148 |
+
<file src="x64\Release\\SPTAG.WinRT\\SPTAG.winmd" target="lib\\uap10.0" />
|
149 |
+
<file src="x64\Release\\SPTAG.WinRT\\SPTAG.dll" target="runtimes\\win10-x64\\native" />
|
150 |
+
<file src="readme.md" />
|
151 |
+
<file src="LICENSE" />
|
152 |
+
</files>
|
153 |
+
</package>
|
154 |
+
''' % (nuget_release)
|
155 |
+
fwinrt.write(spec)
|
156 |
+
fwinrt.close()
|
157 |
+
|
158 |
+
f = open(os.path.join('sptag', '__init__.py'), 'w')
|
159 |
+
f.close()
|
160 |
+
return ['sptag']
|
161 |
+
|
162 |
+
class Build(build):
|
163 |
+
def run(self):
|
164 |
+
if not release:
|
165 |
+
sys.exit('Please set environment variable "SPTAG_RELEASE=<release_version>"')
|
166 |
+
|
167 |
+
open('sptag/version.py', 'w').write(f"__version__ = '{release}'")
|
168 |
+
super().run()
|
169 |
+
|
170 |
+
class Develop(develop):
|
171 |
+
def run(self):
|
172 |
+
open('sptag/version.py', 'w').write("__version__ = '0.0.0.dev'")
|
173 |
+
super().run()
|
174 |
+
|
175 |
+
class Clean(clean):
|
176 |
+
def finalize_options(self):
|
177 |
+
self._all = self.all
|
178 |
+
self.all = True # always use `clean --all`
|
179 |
+
super().finalize_options()
|
180 |
+
|
181 |
+
def run(self):
|
182 |
+
super().run()
|
183 |
+
shutil.rmtree('sptag.egg-info', ignore_errors=True)
|
184 |
+
if self._all:
|
185 |
+
shutil.rmtree('dist', ignore_errors=True)
|
186 |
+
|
187 |
+
if __name__ == '__main__':
|
188 |
+
_setup()
|
rag-evaluation-harness/tests/testdata/blimp_determiner_noun_agreement_with_adjective_1-v0-loglikelihood
ADDED
@@ -0,0 +1 @@
|
|
|
|
|
1 |
+
007c47e5fbf88119c5180feef75e1345d448e56adcd4c7ab2d52fb8d67350d34
|
rag-evaluation-harness/tests/testdata/blimp_matrix_question_npi_licensor_present-v0-res.json
ADDED
@@ -0,0 +1 @@
|
|
|
|
|
1 |
+
{"results": {"blimp_matrix_question_npi_licensor_present": {"acc": 0.485, "acc_stderr": 0.0158121796418149}}, "versions": {"blimp_matrix_question_npi_licensor_present": 0}}
|
rag-evaluation-harness/tests/testdata/blimp_transitive-v0-loglikelihood
ADDED
@@ -0,0 +1 @@
|
|
|
|
|
1 |
+
d0d47fe40a7ee558ba782edbc4f49f7d9123c8472a36decc97f8ab142b45b9d8
|
rag-evaluation-harness/tests/testdata/crows_pairs_french_race_color-v0-res.json
ADDED
@@ -0,0 +1 @@
|
|
|
|
|
1 |
+
{"results": {"crows_pairs_french_race_color": {"likelihood_difference": 0.33233909422443764, "likelihood_difference_stderr": 0.010623405969915857, "pct_stereotype": 0.4782608695652174, "pct_stereotype_stderr": 0.023315932363473738}}, "versions": {"crows_pairs_french_race_color": 0}}
|
rag-evaluation-harness/tests/testdata/crows_pairs_french_socioeconomic-v0-res.json
ADDED
@@ -0,0 +1 @@
|
|
|
|
|
1 |
+
{"results": {"crows_pairs_french_socioeconomic": {"likelihood_difference": 0.3394681494647815, "likelihood_difference_stderr": 0.01702488895584347, "pct_stereotype": 0.4642857142857143, "pct_stereotype_stderr": 0.035714285714285705}}, "versions": {"crows_pairs_french_socioeconomic": 0}}
|
rag-evaluation-harness/tests/testdata/cycle_letters-v0-res.json
ADDED
@@ -0,0 +1 @@
|
|
|
|
|
1 |
+
{"results": {"cycle_letters": {"acc": 0.0, "acc_stderr": 0.0}}, "versions": {"cycle_letters": 0}}
|
rag-evaluation-harness/tests/testdata/ethics_virtue-v0-loglikelihood
ADDED
@@ -0,0 +1 @@
|
|
|
|
|
1 |
+
8021db8de46850090ddae6e6ec2d382029c3027b7c69884607503f916d09b709
|
rag-evaluation-harness/tests/testdata/hendrycksTest-college_biology-v0-loglikelihood
ADDED
@@ -0,0 +1 @@
|
|
|
|
|
1 |
+
c29e4e67ff91af29b9434884874414d1b1b32ccc32903c6b1639469b19907419
|
rag-evaluation-harness/tests/testdata/hendrycksTest-professional_law-v0-loglikelihood
ADDED
@@ -0,0 +1 @@
|
|
|
|
|
1 |
+
c38c9d5d84eeb7a5f3c4a34d6e70d7e15847b3c38f26e4b119c982bb935e118f
|
rag-evaluation-harness/tests/testdata/lambada_mt_it-v0-loglikelihood
ADDED
@@ -0,0 +1 @@
|
|
|
|
|
1 |
+
fd87c6c5cf4e0499c5f9f80e5bd7ee6a4f3d2991902a0cc3ec9e6eaf22d6760a
|
rag-evaluation-harness/tests/testdata/lambada_openai_mt_it-v0-res.json
ADDED
@@ -0,0 +1 @@
|
|
|
|
|
1 |
+
{"results": {"lambada_openai_mt_it": {"acc": 0.0, "acc_stderr": 0.0, "ppl": 1.6479047769869253, "ppl_stderr": 0.006497321146240192}}, "versions": {"lambada_openai_mt_it": 0}}
|
rag-evaluation-harness/tests/testdata/multirc-v1-res.json
ADDED
@@ -0,0 +1 @@
|
|
|
|
|
1 |
+
{"results": {"multirc": {"acc": 0.046169989506820566, "acc_stderr": 0.006801377886208738}}, "versions": {"multirc": 1}}
|
rag-evaluation-harness/tests/testdata/mutual_plus-v0-res.json
ADDED
@@ -0,0 +1 @@
|
|
|
|
|
1 |
+
{"results": {"mutual_plus": {"mrr": 0.5275583145221953, "mrr_stderr": 0.009940894824430708, "r@1": 0.2595936794582393, "r@1_stderr": 0.014737047402750955, "r@2": 0.45372460496614, "r@2_stderr": 0.01673517854461967}}, "versions": {"mutual_plus": 0}}
|
rag-evaluation-harness/tests/testdata/mutual_plus-v1-res.json
ADDED
@@ -0,0 +1 @@
|
|
|
|
|
1 |
+
{"results": {"mutual_plus": {"mrr": 0.5275583145221953, "mrr_stderr": 0.009940894824430708, "r@1": 0.26297968397291194, "r@1_stderr": 0.01479889176605113, "r@2": 0.5, "r@2_stderr": 0.01680731613632036}}, "versions": {"mutual_plus": 1}}
|
rag-evaluation-harness/tests/testdata/pile_books3-v0-loglikelihood_rolling
ADDED
@@ -0,0 +1 @@
|
|
|
|
|
1 |
+
0f8f36f705b999b6d55fa72ff89a82793dd1cb568ab1f8727a6a2086a12b9410
|
rag-evaluation-harness/tests/testdata/pile_books3-v1-loglikelihood_rolling
ADDED
@@ -0,0 +1 @@
|
|
|
|
|
1 |
+
0f8f36f705b999b6d55fa72ff89a82793dd1cb568ab1f8727a6a2086a12b9410
|
rag-evaluation-harness/tests/testdata/pile_freelaw-v1-loglikelihood_rolling
ADDED
@@ -0,0 +1 @@
|
|
|
|
|
1 |
+
d77f3f68aadd6cbf1290c2f6737b2ed5d5c2a60e4c81a65c280f207783caabe1
|
rag-evaluation-harness/tests/testdata/pile_hackernews-v0-loglikelihood_rolling
ADDED
@@ -0,0 +1 @@
|
|
|
|
|
1 |
+
ec1082ee5a5326e0d57aa4e73b634937140c1de9af95f154e8ab57b05d9b422b
|
rag-evaluation-harness/tests/testdata/pile_nih-exporter-v1-loglikelihood_rolling
ADDED
@@ -0,0 +1 @@
|
|
|
|
|
1 |
+
520ea6e04e8a39dc0b5f63a837429a78a40e63d39d109096101feb8c5b2cf8d8
|
rag-evaluation-harness/tests/testdata/pile_philpapers-v0-res.json
ADDED
@@ -0,0 +1 @@
|
|
|
|
|
1 |
+
{"results": {"pile_philpapers": {"bits_per_byte": 6.241575895982095e-06, "byte_perplexity": 1.0000062415953748, "word_perplexity": 1.0000409888564146}}, "versions": {"pile_philpapers": 0}}
|
rag-evaluation-harness/tests/testdata/pile_pile-cc-v1-res.json
ADDED
@@ -0,0 +1 @@
|
|
|
|
|
1 |
+
{"results": {"pile_pile-cc": {"bits_per_byte": 0.0001620742639125056, "byte_perplexity": 1.0001123476295946, "word_perplexity": 1.0006738958554477}}, "versions": {"pile_pile-cc": 1}}
|
rag-evaluation-harness/tests/testdata/pile_ubuntu-irc-v1-res.json
ADDED
@@ -0,0 +1 @@
|
|
|
|
|
1 |
+
{"results": {"pile_ubuntu-irc": {"bits_per_byte": 2.3513498942121155e-06, "byte_perplexity": 1.0000016298328778, "word_perplexity": 1.0000108866656874}}, "versions": {"pile_ubuntu-irc": 1}}
|
rag-evaluation-harness/tests/testdata/random_insertion-v0-greedy_until
ADDED
@@ -0,0 +1 @@
|
|
|
|
|
1 |
+
6c48baa6924f3635120f33062251c4b571b3d4e9fe46b14d91f54ddd1c857997
|
rag-evaluation-harness/tests/testdata/truthfulqa_mc-v0-res.json
ADDED
@@ -0,0 +1 @@
|
|
|
|
|
1 |
+
{"results": {"truthfulqa_mc": {"mc1": 0.2141982864137087, "mc1_stderr": 0.01436214815569045, "mc2": 0.465436996173817, "mc2_stderr": 0.0048422530880316405}}, "versions": {"truthfulqa_mc": 0}}
|
rag-evaluation-harness/tests/testdata/wmt20-en-ja-v1-res.json
ADDED
@@ -0,0 +1 @@
|
|
|
|
|
1 |
+
{"results": {"wmt20-en-ja": {"bleu": 0.0, "bleu_stderr": 0.0, "chrf": 4.1305928226819116e-05, "chrf_stderr": 2.0455354158878388e-05, "ter": 1.0, "ter_stderr": 0.0}}, "versions": {"wmt20-en-ja": 1}}
|
rag-evaluation-harness/tests/testdata/wmt20-iu-en-v0-greedy_until
ADDED
@@ -0,0 +1 @@
|
|
|
|
|
1 |
+
97bf664a8efa54b5366b8341f77b418106dd0cb26169d5b2d0144e4d3d2bc5c9
|
rag-evaluation-harness/tests/testdata/wmt20-ja-en-v0-greedy_until
ADDED
@@ -0,0 +1 @@
|
|
|
|
|
1 |
+
1fd846f3c0104e794eb380dae7f648592092ab8bf59234c26d0a671bbbc28df1
|
rag-evaluation-harness/tests/testdata/wmt20-pl-en-v0-greedy_until
ADDED
@@ -0,0 +1 @@
|
|
|
|
|
1 |
+
89274499d84176b1ffe4eaec06f2c89ca807342384dc946c2e348d00116aaade
|