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<h3>
Andreas Tille pushed to branch upstream
at <a href="https://salsa.debian.org/med-team/hnswlib">Debian Med / hnswlib</a>
</h3>
<h4>
Commits:
</h4>
<ul>
<li>
<strong><a href="https://salsa.debian.org/med-team/hnswlib/-/commit/c6215c32397a67ee35133a8ae5f77e886f00c040">c6215c32</a></strong>
<div>
<span>by Andreas Tille</span>
<i>at 2022-01-16T18:54:36+01:00</i>
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<pre class="commit-message" style="white-space: pre-wrap; margin: 0;">New upstream version 0.6.0</pre>
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<h4>21 changed files:</h4>
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.github/workflows/build.yml
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.gitignore
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.travis.yml
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<a href="#aa266ed0041a29256785684fe5fe77c6004d31aa">
ALGO_PARAMS.md
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<a href="#9a2aa4db38d3115ed60da621e012c0efc0172aae">
CMakeLists.txt
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<a href="#8ec9a00bfd09b3190ac6b22251dbb1aa95a0579d">
README.md
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TESTING_RECALL.md
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examples/git_tester.py
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examples/speedtest.py
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<a href="#6c976d8d2697d476d161c05b0abf676a9c4321f6">
hnswlib/hnswalg.h
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<a href="#c03bc3c5b6dd23b057b317aa0eb452b569c06fe6">
hnswlib/hnswlib.h
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<a href="#9bec72416df75dfd3300df480ebce909425086b3">
hnswlib/space_ip.h
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<a href="#02c9895b7da6eaa5e107a02345a1e43cec59bf13">
hnswlib/space_l2.h
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<a href="#305af6b937138e955a972541c89e1beb24c96ab9">
hnswlib/visited_list_pool.h
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python_bindings/__init__.py
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<a href="#4cea3f15a71772eccc6ce7c86b0487a5e914c345">
python_bindings/bindings.cpp
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<a href="#53631ce4e8db3998d695f1af6e24b85c6891bef4">
python_bindings/tests/bindings_test_labels.py
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<a href="#86b09fa601b221f6f4d578cbfec1b9018eec5815">
python_bindings/tests/bindings_test_pickle.py
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python_bindings/tests/bindings_test_recall.py
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python_bindings/tests/bindings_test_spaces.py
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<a href="#8e2edce0d507e1297474f25c00cae94258db38d8">
setup.py
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<h4>Changes:</h4>
<li id="fe77d5d1439f26e353a42bbd38dece2467ff6558">
<a href="https://salsa.debian.org/med-team/hnswlib/-/commit/c6215c32397a67ee35133a8ae5f77e886f00c040#fe77d5d1439f26e353a42bbd38dece2467ff6558"><strong>.github/workflows/build.yml</strong></a>
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<pre style="margin: 0;">+<span id="LC1" class="line" lang="yaml"><span class="na" style="color: #008080;">name</span><span class="pi">:</span> <span class="s" style="color: #d14;">HNSW CI</span></span>
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<pre style="margin: 0;">+<span id="LC2" class="line" lang="yaml"></span>
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3
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<pre style="margin: 0;">+<span id="LC3" class="line" lang="yaml"><span class="na" style="color: #008080;">on</span><span class="pi">:</span> <span class="pi">[</span><span class="nv" style="color: #008080;">push</span><span class="pi">,</span> <span class="nv" style="color: #008080;">pull_request</span><span class="pi">]</span></span>
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4
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<pre style="margin: 0;">+<span id="LC4" class="line" lang="yaml"></span>
</pre>
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5
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<pre style="margin: 0;">+<span id="LC5" class="line" lang="yaml"><span class="na" style="color: #008080;">jobs</span><span class="pi">:</span></span>
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6
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<pre style="margin: 0;">+<span id="LC6" class="line" lang="yaml"> <span class="na" style="color: #008080;">test</span><span class="pi">:</span></span>
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<td class="new_line diff-line-num new" data-linenumber="7" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">
7
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<pre style="margin: 0;">+<span id="LC7" class="line" lang="yaml"> <span class="na" style="color: #008080;">runs-on</span><span class="pi">:</span> <span class="s" style="color: #d14;">${{matrix.os}}</span></span>
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8
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<pre style="margin: 0;">+<span id="LC8" class="line" lang="yaml"> <span class="na" style="color: #008080;">strategy</span><span class="pi">:</span></span>
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9
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<pre style="margin: 0;">+<span id="LC9" class="line" lang="yaml"> <span class="na" style="color: #008080;">matrix</span><span class="pi">:</span></span>
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10
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<pre style="margin: 0;">+<span id="LC10" class="line" lang="yaml"> <span class="na" style="color: #008080;">os</span><span class="pi">:</span> <span class="pi">[</span><span class="nv" style="color: #008080;">ubuntu-latest</span><span class="pi">,</span> <span class="nv" style="color: #008080;">windows-latest</span><span class="pi">]</span></span>
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<pre style="margin: 0;">+<span id="LC11" class="line" lang="yaml"> <span class="na" style="color: #008080;">python-version</span><span class="pi">:</span> <span class="pi">[</span><span class="s1" style="color: #d14;">'</span><span class="s" style="color: #d14;">3.6'</span><span class="pi">,</span> <span class="s1" style="color: #d14;">'</span><span class="s" style="color: #d14;">3.7'</span><span class="pi">,</span> <span class="s1" style="color: #d14;">'</span><span class="s" style="color: #d14;">3.8'</span><span class="pi">,</span> <span class="s1" style="color: #d14;">'</span><span class="s" style="color: #d14;">3.9'</span><span class="pi">]</span></span>
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<pre style="margin: 0;">+<span id="LC12" class="line" lang="yaml"> <span class="na" style="color: #008080;">steps</span><span class="pi">:</span></span>
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<td class="new_line diff-line-num new" data-linenumber="13" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">
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<pre style="margin: 0;">+<span id="LC13" class="line" lang="yaml"> <span class="pi">-</span> <span class="na" style="color: #008080;">uses</span><span class="pi">:</span> <span class="s" style="color: #d14;">actions/checkout@v2</span></span>
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<td class="new_line diff-line-num new" data-linenumber="14" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">
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<pre style="margin: 0;">+<span id="LC14" class="line" lang="yaml"> <span class="pi">-</span> <span class="na" style="color: #008080;">uses</span><span class="pi">:</span> <span class="s" style="color: #d14;">actions/setup-python@v2</span></span>
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<td class="new_line diff-line-num new" data-linenumber="15" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">
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<pre style="margin: 0;">+<span id="LC15" class="line" lang="yaml"> <span class="na" style="color: #008080;">with</span><span class="pi">:</span></span>
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<pre style="margin: 0;">+<span id="LC16" class="line" lang="yaml"> <span class="na" style="color: #008080;">python-version</span><span class="pi">:</span> <span class="s" style="color: #d14;">${{ matrix.python-version }}</span></span>
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<pre style="margin: 0;">+<span id="LC17" class="line" lang="yaml"> </span>
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<pre style="margin: 0;">+<span id="LC18" class="line" lang="yaml"> <span class="pi">-</span> <span class="na" style="color: #008080;">name</span><span class="pi">:</span> <span class="s" style="color: #d14;">Build and install</span></span>
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<pre style="margin: 0;">+<span id="LC19" class="line" lang="yaml"> <span class="na" style="color: #008080;">run</span><span class="pi">:</span> <span class="s" style="color: #d14;">python -m pip install .</span></span>
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20
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<pre style="margin: 0;">+<span id="LC20" class="line" lang="yaml"> </span>
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21
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<pre style="margin: 0;">+<span id="LC21" class="line" lang="yaml"> <span class="pi">-</span> <span class="na" style="color: #008080;">name</span><span class="pi">:</span> <span class="s" style="color: #d14;">Test</span></span>
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22
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<pre style="margin: 0;">+<span id="LC22" class="line" lang="yaml"> <span class="na" style="color: #008080;">run</span><span class="pi">:</span> <span class="s" style="color: #d14;">python -m unittest discover --start-directory python_bindings/tests --pattern "*_test*.py"</span></span></pre>
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<a href="https://salsa.debian.org/med-team/hnswlib/-/commit/c6215c32397a67ee35133a8ae5f77e886f00c040#a5cc2925ca8258af241be7e5b0381edf30266302"><strong>.gitignore</strong></a>
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<td class="line_content match " style="padding-left: 0.5em; padding-right: 0.5em; color: rgba(0,0,0,0.3);" bgcolor="#fafafa">@@ -6,3 +6,6 @@ python_bindings/tests/__pycache__/</td>
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<pre style="margin: 0;"> <span id="LC6" class="line" lang="plaintext">*.pyd</span>
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<pre style="margin: 0;"> <span id="LC7" class="line" lang="plaintext">hnswlib.cpython*.so</span>
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<pre style="margin: 0;"> <span id="LC8" class="line" lang="plaintext">var/</span>
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<pre style="margin: 0;">+<span id="LC9" class="line" lang="plaintext">.idea/</span>
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<pre style="margin: 0;">+<span id="LC10" class="line" lang="plaintext">.vscode/</span>
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<pre style="margin: 0;">+<span id="LC11" class="line" lang="plaintext"></span></pre>
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<a href="https://salsa.debian.org/med-team/hnswlib/-/commit/c6215c32397a67ee35133a8ae5f77e886f00c040#dea01dd89a3b602828e630677fde5d77c06441c8"><strong>.travis.yml</strong>
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1
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<pre style="margin: 0;">-<span id="LC1" class="line" lang="yaml"><span class="na" style="color: #008080;">language</span><span class="pi">:</span> <span class="s" style="color: #d14;">python</span></span>
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2
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<pre style="margin: 0;">-<span id="LC2" class="line" lang="yaml"></span>
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3
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<pre style="margin: 0;">-<span id="LC3" class="line" lang="yaml"><span class="na" style="color: #008080;">jobs</span><span class="pi">:</span></span>
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4
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<pre style="margin: 0;">-<span id="LC4" class="line" lang="yaml"> <span class="na" style="color: #008080;">include</span><span class="pi">:</span></span>
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5
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<pre style="margin: 0;">-<span id="LC5" class="line" lang="yaml"> <span class="pi">-</span> <span class="na" style="color: #008080;">name</span><span class="pi">:</span> <span class="s" style="color: #d14;">Linux Python </span><span class="m" style="color: #099;">3.6</span></span>
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6
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<pre style="margin: 0;">-<span id="LC6" class="line" lang="yaml"> <span class="na" style="color: #008080;">os</span><span class="pi">:</span> <span class="s" style="color: #d14;">linux</span></span>
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7
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<pre style="margin: 0;">-<span id="LC7" class="line" lang="yaml"> <span class="na" style="color: #008080;">python</span><span class="pi">:</span> <span class="m" style="color: #099;">3.6</span></span>
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8
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<pre style="margin: 0;">-<span id="LC8" class="line" lang="yaml"> </span>
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9
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<td class="new_line diff-line-num old" data-linenumber="0" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #fac5cd; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#f9d7dc">
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<pre style="margin: 0;">-<span id="LC9" class="line" lang="yaml"> <span class="pi">-</span> <span class="na" style="color: #008080;">name</span><span class="pi">:</span> <span class="s" style="color: #d14;">Linux Python </span><span class="m" style="color: #099;">3.7</span></span>
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10
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<pre style="margin: 0;">-<span id="LC10" class="line" lang="yaml"> <span class="na" style="color: #008080;">os</span><span class="pi">:</span> <span class="s" style="color: #d14;">linux</span></span>
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11
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<pre style="margin: 0;">-<span id="LC11" class="line" lang="yaml"> <span class="na" style="color: #008080;">python</span><span class="pi">:</span> <span class="m" style="color: #099;">3.7</span></span>
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12
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<pre style="margin: 0;">-<span id="LC12" class="line" lang="yaml"></span>
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<pre style="margin: 0;">-<span id="LC13" class="line" lang="yaml"> <span class="pi">-</span> <span class="na" style="color: #008080;">name</span><span class="pi">:</span> <span class="s" style="color: #d14;">Linux Python </span><span class="m" style="color: #099;">3.8</span></span>
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<pre style="margin: 0;">-<span id="LC14" class="line" lang="yaml"> <span class="na" style="color: #008080;">os</span><span class="pi">:</span> <span class="s" style="color: #d14;">linux</span></span>
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<pre style="margin: 0;">-<span id="LC15" class="line" lang="yaml"> <span class="na" style="color: #008080;">python</span><span class="pi">:</span> <span class="m" style="color: #099;">3.8</span></span>
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<pre style="margin: 0;">-<span id="LC16" class="line" lang="yaml"></span>
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<pre style="margin: 0;">-<span id="LC17" class="line" lang="yaml"> <span class="pi">-</span> <span class="na" style="color: #008080;">name</span><span class="pi">:</span> <span class="s" style="color: #d14;">Linux Python </span><span class="m" style="color: #099;">3.9</span></span>
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<pre style="margin: 0;">-<span id="LC18" class="line" lang="yaml"> <span class="na" style="color: #008080;">os</span><span class="pi">:</span> <span class="s" style="color: #d14;">linux</span></span>
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<pre style="margin: 0;">-<span id="LC19" class="line" lang="yaml"> <span class="na" style="color: #008080;">python</span><span class="pi">:</span> <span class="m" style="color: #099;">3.9</span></span>
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<pre style="margin: 0;">-<span id="LC20" class="line" lang="yaml"></span>
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<pre style="margin: 0;">-<span id="LC21" class="line" lang="yaml"> <span class="pi">-</span> <span class="na" style="color: #008080;">name</span><span class="pi">:</span> <span class="s" style="color: #d14;">Windows Python </span><span class="m" style="color: #099;">3.6</span></span>
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<pre style="margin: 0;">-<span id="LC22" class="line" lang="yaml"> <span class="na" style="color: #008080;">os</span><span class="pi">:</span> <span class="s" style="color: #d14;">windows</span></span>
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<pre style="margin: 0;">-<span id="LC23" class="line" lang="yaml"> <span class="na" style="color: #008080;">language</span><span class="pi">:</span> <span class="s" style="color: #d14;">shell</span> <span class="c1" style="color: #998; font-style: italic;"># 'language: python' is an error on Travis CI Windows</span></span>
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<pre style="margin: 0;">-<span id="LC24" class="line" lang="yaml"> <span class="na" style="color: #008080;">before_install</span><span class="pi">:</span></span>
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<pre style="margin: 0;">-<span id="LC25" class="line" lang="yaml"> <span class="pi">-</span> <span class="s" style="color: #d14;">choco install python --version 3.6.0</span></span>
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<pre style="margin: 0;">-<span id="LC26" class="line" lang="yaml"> <span class="pi">-</span> <span class="s" style="color: #d14;">python -m pip install --upgrade pip</span></span>
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<pre style="margin: 0;">-<span id="LC27" class="line" lang="yaml"> <span class="pi">-</span> <span class="s" style="color: #d14;">python --version</span></span>
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<pre style="margin: 0;">-<span id="LC28" class="line" lang="yaml"> <span class="na" style="color: #008080;">env</span><span class="pi">:</span> <span class="s" style="color: #d14;">PATH=/c/Python36:/c/Python36/Scripts:$PATH</span></span>
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<pre style="margin: 0;">-<span id="LC29" class="line" lang="yaml"> </span>
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<pre style="margin: 0;">-<span id="LC30" class="line" lang="yaml"> <span class="pi">-</span> <span class="na" style="color: #008080;">name</span><span class="pi">:</span> <span class="s" style="color: #d14;">Windows Python </span><span class="m" style="color: #099;">3.7</span></span>
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<pre style="margin: 0;">-<span id="LC31" class="line" lang="yaml"> <span class="na" style="color: #008080;">os</span><span class="pi">:</span> <span class="s" style="color: #d14;">windows</span></span>
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<pre style="margin: 0;">-<span id="LC32" class="line" lang="yaml"> <span class="na" style="color: #008080;">language</span><span class="pi">:</span> <span class="s" style="color: #d14;">shell</span> <span class="c1" style="color: #998; font-style: italic;"># 'language: python' is an error on Travis CI Windows</span></span>
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<pre style="margin: 0;">-<span id="LC33" class="line" lang="yaml"> <span class="na" style="color: #008080;">before_install</span><span class="pi">:</span></span>
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<pre style="margin: 0;">-<span id="LC34" class="line" lang="yaml"> <span class="pi">-</span> <span class="s" style="color: #d14;">choco install python --version 3.7.0</span></span>
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<pre style="margin: 0;">-<span id="LC35" class="line" lang="yaml"> <span class="pi">-</span> <span class="s" style="color: #d14;">python -m pip install --upgrade pip</span></span>
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<pre style="margin: 0;">-<span id="LC36" class="line" lang="yaml"> <span class="pi">-</span> <span class="s" style="color: #d14;">python --version</span></span>
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<pre style="margin: 0;">-<span id="LC37" class="line" lang="yaml"> <span class="na" style="color: #008080;">env</span><span class="pi">:</span> <span class="s" style="color: #d14;">PATH=/c/Python37:/c/Python37/Scripts:$PATH</span></span>
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<pre style="margin: 0;">-<span id="LC38" class="line" lang="yaml"></span>
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<pre style="margin: 0;">-<span id="LC39" class="line" lang="yaml"> <span class="pi">-</span> <span class="na" style="color: #008080;">name</span><span class="pi">:</span> <span class="s" style="color: #d14;">Windows Python </span><span class="m" style="color: #099;">3.8</span></span>
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<pre style="margin: 0;">-<span id="LC40" class="line" lang="yaml"> <span class="na" style="color: #008080;">os</span><span class="pi">:</span> <span class="s" style="color: #d14;">windows</span></span>
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<pre style="margin: 0;">-<span id="LC41" class="line" lang="yaml"> <span class="na" style="color: #008080;">language</span><span class="pi">:</span> <span class="s" style="color: #d14;">shell</span> <span class="c1" style="color: #998; font-style: italic;"># 'language: python' is an error on Travis CI Windows</span></span>
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<pre style="margin: 0;">-<span id="LC42" class="line" lang="yaml"> <span class="na" style="color: #008080;">before_install</span><span class="pi">:</span></span>
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<pre style="margin: 0;">-<span id="LC43" class="line" lang="yaml"> <span class="pi">-</span> <span class="s" style="color: #d14;">choco install python --version 3.8.0</span></span>
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<pre style="margin: 0;">-<span id="LC44" class="line" lang="yaml"> <span class="pi">-</span> <span class="s" style="color: #d14;">python -m pip install --upgrade pip</span></span>
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<pre style="margin: 0;">-<span id="LC45" class="line" lang="yaml"> <span class="pi">-</span> <span class="s" style="color: #d14;">python --version</span></span>
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<pre style="margin: 0;">-<span id="LC46" class="line" lang="yaml"> <span class="na" style="color: #008080;">env</span><span class="pi">:</span> <span class="s" style="color: #d14;">PATH=/c/Python38:/c/Python38/Scripts:$PATH</span></span>
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<pre style="margin: 0;">-<span id="LC47" class="line" lang="yaml"></span>
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<pre style="margin: 0;">-<span id="LC48" class="line" lang="yaml"> <span class="pi">-</span> <span class="na" style="color: #008080;">name</span><span class="pi">:</span> <span class="s" style="color: #d14;">Windows Python </span><span class="m" style="color: #099;">3.9</span></span>
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<pre style="margin: 0;">-<span id="LC49" class="line" lang="yaml"> <span class="na" style="color: #008080;">os</span><span class="pi">:</span> <span class="s" style="color: #d14;">windows</span></span>
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<pre style="margin: 0;">-<span id="LC50" class="line" lang="yaml"> <span class="na" style="color: #008080;">language</span><span class="pi">:</span> <span class="s" style="color: #d14;">shell</span> <span class="c1" style="color: #998; font-style: italic;"># 'language: python' is an error on Travis CI Windows</span></span>
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<pre style="margin: 0;">-<span id="LC51" class="line" lang="yaml"> <span class="na" style="color: #008080;">before_install</span><span class="pi">:</span></span>
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<pre style="margin: 0;">-<span id="LC52" class="line" lang="yaml"> <span class="pi">-</span> <span class="s" style="color: #d14;">choco install python --version 3.9.0</span></span>
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<pre style="margin: 0;">-<span id="LC53" class="line" lang="yaml"> <span class="pi">-</span> <span class="s" style="color: #d14;">python -m pip install --upgrade pip</span></span>
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<pre style="margin: 0;">-<span id="LC54" class="line" lang="yaml"> <span class="pi">-</span> <span class="s" style="color: #d14;">python --version</span></span>
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<pre style="margin: 0;">-<span id="LC55" class="line" lang="yaml"> <span class="na" style="color: #008080;">env</span><span class="pi">:</span> <span class="s" style="color: #d14;">PATH=/c/Python39:/c/Python39/Scripts:$PATH</span></span>
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<pre style="margin: 0;">-<span id="LC56" class="line" lang="yaml"></span>
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<pre style="margin: 0;">-<span id="LC57" class="line" lang="yaml"><span class="na" style="color: #008080;">install</span><span class="pi">:</span></span>
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<pre style="margin: 0;">-<span id="LC58" class="line" lang="yaml"> <span class="pi">-</span> <span class="pi">|</span></span>
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<pre style="margin: 0;">-<span id="LC59" class="line" lang="yaml"> <span class="s" style="color: #d14;">python -m pip install .</span></span>
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<pre style="margin: 0;">-<span id="LC60" class="line" lang="yaml"></span>
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<pre style="margin: 0;">-<span id="LC61" class="line" lang="yaml"><span class="na" style="color: #008080;">script</span><span class="pi">:</span></span>
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<pre style="margin: 0;">-<span id="LC62" class="line" lang="yaml"> <span class="pi">-</span> <span class="pi">|</span></span>
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<pre style="margin: 0;">-<span id="LC63" class="line" lang="yaml"> <span class="s" style="color: #d14;">python -m unittest discover --start-directory python_bindings/tests --pattern "*_test*.py"</span></span></pre>
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<a href="https://salsa.debian.org/med-team/hnswlib/-/commit/c6215c32397a67ee35133a8ae5f77e886f00c040#aa266ed0041a29256785684fe5fe77c6004d31aa"><strong>ALGO_PARAMS.md</strong></a>
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<td class="line_content match " style="padding-left: 0.5em; padding-right: 0.5em; color: rgba(0,0,0,0.3);" bgcolor="#fafafa">@@ -9,6 +9,8 @@ The ```knn_query``` function returns two numpy arrays, containing labels and dis</td>
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<pre style="margin: 0;"> <span id="LC9" class="line" lang="markdown"><span class="sb" style="color: #d14;">elements for the queries. Note that in case the algorithm is not be able to find ```k``` neighbors to all of the queries,</span></span>
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<pre style="margin: 0;"> <span id="LC10" class="line" lang="markdown"><span class="sb" style="color: #d14;">(this can be due to problems with graph or ```k```>size of the dataset) an exception is thrown.</span></span>
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<pre style="margin: 0;"> <span id="LC11" class="line" lang="markdown"></span>
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<pre style="margin: 0;">+<span id="LC12" class="line" lang="markdown"><span class="sb" style="color: #d14;">An example of tuning the parameters can be found in [TESTING_RECALL.md](TESTING_RECALL.md)</span></span>
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<pre style="margin: 0;">+<span id="LC13" class="line" lang="markdown"></span>
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<pre style="margin: 0;"> <span id="LC14" class="line" lang="markdown"><span class="sb" style="color: #d14;">## Construction parameters:</span></span>
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<pre style="margin: 0;"> <span id="LC15" class="line" lang="markdown"><span class="sb" style="color: #d14;">* ```M``` - the number of bi-directional links created for every new element during construction. Reasonable range for ```M``` </span></span>
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<pre style="margin: 0;"> <span id="LC16" class="line" lang="markdown"><span class="sb" style="color: #d14;">is 2-100. Higher ```M``` work better on datasets with high intrinsic dimensionality and/or high recall, while low ```M``` work </span></span>
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<a href="https://salsa.debian.org/med-team/hnswlib/-/commit/c6215c32397a67ee35133a8ae5f77e886f00c040#9a2aa4db38d3115ed60da621e012c0efc0172aae"><strong>CMakeLists.txt</strong></a>
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<pre style="margin: 0;"> <span id="LC1" class="line" lang="cmake"><span class="nb" style="color: #0086b3;">cmake_minimum_required</span> <span class="p">(</span>VERSION 2.6<span class="p">)</span></span>
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<pre style="margin: 0;">-<span id="LC2" class="line" lang="cmake"><span class="nb" style="color: #0086b3;">project</span> <span class="p">(</span>hnsw_lib<span class="p">)</span></span>
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<pre style="margin: 0;">+<span id="LC2" class="line" lang="cmake"><span class="nb" style="color: #0086b3;">project</span><span class="p">(</span>hnsw_lib</span>
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<pre style="margin: 0;">+<span id="LC3" class="line" lang="cmake"> LANGUAGES CXX<span class="p">)</span></span>
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<pre style="margin: 0;"> <span id="LC4" class="line" lang="cmake"></span>
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<pre style="margin: 0;">-<span id="LC4" class="line" lang="cmake"><span class="nb" style="color: #0086b3;">include_directories</span><span class="p">(</span><span class="s2" style="color: #d14;">"</span><span class="si" style="color: #d14;">${</span><span class="nv" style="color: #008080;">PROJECT_BINARY_DIR</span><span class="si" style="color: #d14;">}</span><span class="s2" style="color: #d14;">"</span><span class="p">)</span></span>
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<pre style="margin: 0;">+<span id="LC5" class="line" lang="cmake"><span class="nb" style="color: #0086b3;">add_library</span><span class="p">(</span>hnswlib INTERFACE<span class="p">)</span></span>
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<pre style="margin: 0;">+<span id="LC6" class="line" lang="cmake"><span class="nb" style="color: #0086b3;">target_include_directories</span><span class="p">(</span>hnswlib INTERFACE .<span class="p">)</span> </span>
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<pre style="margin: 0;"> <span id="LC7" class="line" lang="cmake"></span>
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<pre style="margin: 0;">+<span id="LC8" class="line" lang="cmake"><span class="nb" style="color: #0086b3;">if</span><span class="p">(</span>CMAKE_PROJECT_NAME STREQUAL PROJECT_NAME<span class="p">)</span></span>
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<pre style="margin: 0;">+<span id="LC9" class="line" lang="cmake"> <span class="nb" style="color: #0086b3;">set</span><span class="p">(</span>CMAKE_CXX_STANDARD 11<span class="p">)</span></span>
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<pre style="margin: 0;"> <span id="LC10" class="line" lang="cmake"></span>
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11
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<pre style="margin: 0;">+<span id="LC11" class="line" lang="cmake"> <span class="nb" style="color: #0086b3;">if</span> <span class="p">(</span>CMAKE_CXX_COMPILER_ID STREQUAL <span class="s2" style="color: #d14;">"Clang"</span><span class="p">)</span></span>
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12
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<pre style="margin: 0;">+<span id="LC12" class="line" lang="cmake"> <span class="nf" style="color: #900; font-weight: 600;">SET</span><span class="p">(</span> CMAKE_CXX_FLAGS <span class="s2" style="color: #d14;">"-Ofast -DNDEBUG -std=c++11 -DHAVE_CXX0X -openmp -march=native -fpic -ftree-vectorize"</span><span class="p">)</span></span>
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13
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<pre style="margin: 0;">+<span id="LC13" class="line" lang="cmake"> <span class="nb" style="color: #0086b3;">elseif</span> <span class="p">(</span>CMAKE_CXX_COMPILER_ID STREQUAL <span class="s2" style="color: #d14;">"GNU"</span><span class="p">)</span></span>
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14
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<pre style="margin: 0;">+<span id="LC14" class="line" lang="cmake"> <span class="nf" style="color: #900; font-weight: 600;">SET</span><span class="p">(</span> CMAKE_CXX_FLAGS <span class="s2" style="color: #d14;">"-Ofast -lrt -DNDEBUG -std=c++11 -DHAVE_CXX0X -march=native -fpic -w -fopenmp -ftree-vectorize -ftree-vectorizer-verbose=0"</span> <span class="p">)</span></span>
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15
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<pre style="margin: 0;">+<span id="LC15" class="line" lang="cmake"> <span class="nb" style="color: #0086b3;">elseif</span> <span class="p">(</span>CMAKE_CXX_COMPILER_ID STREQUAL <span class="s2" style="color: #d14;">"MSVC"</span><span class="p">)</span></span>
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16
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<pre style="margin: 0;">+<span id="LC16" class="line" lang="cmake"> <span class="nf" style="color: #900; font-weight: 600;">SET</span><span class="p">(</span> CMAKE_CXX_FLAGS <span class="s2" style="color: #d14;">"-Ofast -lrt -DNDEBUG -std=c++11 -DHAVE_CXX0X -openmp -march=native -fpic -w -fopenmp -ftree-vectorize"</span> <span class="p">)</span></span>
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17
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<pre style="margin: 0;">+<span id="LC17" class="line" lang="cmake"> <span class="nb" style="color: #0086b3;">endif</span><span class="p">()</span></span>
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7
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18
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<pre style="margin: 0;"> <span id="LC18" class="line" lang="cmake"></span>
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<td class="new_line diff-line-num old" data-linenumber="19" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #fac5cd; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#f9d7dc">
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<pre style="margin: 0;">-<span id="LC8" class="line" lang="cmake"><span class="nb" style="color: #0086b3;">set</span><span class="p">(</span>SOURCE_EXE main.cpp<span class="p">)</span> </span>
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19
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<pre style="margin: 0;">+<span id="LC19" class="line" lang="cmake"> <span class="nb" style="color: #0086b3;">add_executable</span><span class="p">(</span>test_updates examples/updates_test.cpp<span class="p">)</span></span>
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20
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<pre style="margin: 0;">+<span id="LC20" class="line" lang="cmake"> <span class="nb" style="color: #0086b3;">target_link_libraries</span><span class="p">(</span>test_updates hnswlib<span class="p">)</span></span>
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9
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21
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<pre style="margin: 0;"> <span id="LC21" class="line" lang="cmake"></span>
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10
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<td class="new_line diff-line-num old" data-linenumber="22" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #fac5cd; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#f9d7dc">
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<pre style="margin: 0;">-<span id="LC10" class="line" lang="cmake"><span class="nb" style="color: #0086b3;">set</span><span class="p">(</span>SOURCE_LIB sift_1b.cpp<span class="p">)</span></span>
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22
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<pre style="margin: 0;">+<span id="LC22" class="line" lang="cmake"> <span class="nb" style="color: #0086b3;">add_executable</span><span class="p">(</span>searchKnnCloserFirst_test examples/searchKnnCloserFirst_test.cpp<span class="p">)</span></span>
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23
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<pre style="margin: 0;">+<span id="LC23" class="line" lang="cmake"> <span class="nb" style="color: #0086b3;">target_link_libraries</span><span class="p">(</span>searchKnnCloserFirst_test hnswlib<span class="p">)</span></span>
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11
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<td class="new_line diff-line-num" data-linenumber="24" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">
24
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<pre style="margin: 0;"> <span id="LC24" class="line" lang="cmake"></span>
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12
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<td class="new_line diff-line-num old" data-linenumber="25" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #fac5cd; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#f9d7dc">
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<pre style="margin: 0;">-<span id="LC12" class="line" lang="cmake"><span class="nb" style="color: #0086b3;">add_library</span><span class="p">(</span>sift_test STATIC <span class="si" style="color: #d14;">${</span><span class="nv" style="color: #008080;">SOURCE_LIB</span><span class="si" style="color: #d14;">}</span><span class="p">)</span></span>
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13
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<pre style="margin: 0;">-<span id="LC13" class="line" lang="cmake"></span>
</pre>
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14
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<pre style="margin: 0;">-<span id="LC14" class="line" lang="cmake"></span>
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15
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<pre style="margin: 0;">-<span id="LC15" class="line" lang="cmake"><span class="nb" style="color: #0086b3;">add_executable</span><span class="p">(</span>main <span class="si" style="color: #d14;">${</span><span class="nv" style="color: #008080;">SOURCE_EXE</span><span class="si" style="color: #d14;">}</span><span class="p">)</span></span>
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16
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<pre style="margin: 0;">-<span id="LC16" class="line" lang="cmake"><span class="nb" style="color: #0086b3;">if</span> <span class="p">(</span>CMAKE_CXX_COMPILER_ID STREQUAL <span class="s2" style="color: #d14;">"Clang"</span><span class="p">)</span></span>
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<pre style="margin: 0;">-<span id="LC17" class="line" lang="cmake"> <span class="nf" style="color: #900; font-weight: 600;">SET</span><span class="p">(</span> CMAKE_CXX_FLAGS <span class="s2" style="color: #d14;">"-Ofast -DNDEBUG -std=c++11 -DHAVE_CXX0X -openmp -march=native -fpic -ftree-vectorize"</span><span class="p">)</span></span>
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<pre style="margin: 0;">-<span id="LC18" class="line" lang="cmake"><span class="nb" style="color: #0086b3;">elseif</span> <span class="p">(</span>CMAKE_CXX_COMPILER_ID STREQUAL <span class="s2" style="color: #d14;">"GNU"</span><span class="p">)</span></span>
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<pre style="margin: 0;">-<span id="LC19" class="line" lang="cmake"><span class="nf" style="color: #900; font-weight: 600;">SET</span><span class="p">(</span> CMAKE_CXX_FLAGS <span class="s2" style="color: #d14;">"-Ofast -lrt -DNDEBUG -std=c++11 -DHAVE_CXX0X -openmp -march=native -fpic -w -fopenmp -ftree-vectorize -ftree-vectorizer-verbose=0"</span> <span class="p">)</span></span>
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<pre style="margin: 0;">-<span id="LC20" class="line" lang="cmake"><span class="nb" style="color: #0086b3;">elseif</span> <span class="p">(</span>CMAKE_CXX_COMPILER_ID STREQUAL <span class="s2" style="color: #d14;">"MSVC"</span><span class="p">)</span></span>
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<pre style="margin: 0;">-<span id="LC21" class="line" lang="cmake"> <span class="nf" style="color: #900; font-weight: 600;">SET</span><span class="p">(</span> CMAKE_CXX_FLAGS <span class="s2" style="color: #d14;">"-Ofast -lrt -DNDEBUG -std=c++11 -DHAVE_CXX0X -openmp -march=native -fpic -w -fopenmp -ftree-vectorize"</span> <span class="p">)</span></span>
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<pre style="margin: 0;">+<span id="LC25" class="line" lang="cmake"> <span class="nb" style="color: #0086b3;">add_executable</span><span class="p">(</span>main main.cpp sift_1b.cpp<span class="p">)</span></span>
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<pre style="margin: 0;">+<span id="LC26" class="line" lang="cmake"> <span class="nb" style="color: #0086b3;">target_link_libraries</span><span class="p">(</span>main hnswlib<span class="p">)</span></span>
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<pre style="margin: 0;"> <span id="LC27" class="line" lang="cmake"><span class="nb" style="color: #0086b3;">endif</span><span class="p">()</span></span></pre>
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<pre style="margin: 0;">-<span id="LC23" class="line" lang="cmake"></span>
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<pre style="margin: 0;">-<span id="LC24" class="line" lang="cmake"><span class="nb" style="color: #0086b3;">add_executable</span><span class="p">(</span>test_updates examples/updates_test.cpp<span class="p">)</span></span>
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<pre style="margin: 0;">-<span id="LC25" class="line" lang="cmake"></span>
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<pre style="margin: 0;">-<span id="LC26" class="line" lang="cmake"><span class="nb" style="color: #0086b3;">add_executable</span><span class="p">(</span>searchKnnCloserFirst_test examples/searchKnnCloserFirst_test.cpp<span class="p">)</span></span>
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<pre style="margin: 0;">-<span id="LC27" class="line" lang="cmake"></span>
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<pre style="margin: 0;">-<span id="LC28" class="line" lang="cmake"><span class="nb" style="color: #0086b3;">target_link_libraries</span><span class="p">(</span>main sift_test<span class="p">)</span> </span></pre>
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<li id="8ec9a00bfd09b3190ac6b22251dbb1aa95a0579d">
<a href="https://salsa.debian.org/med-team/hnswlib/-/commit/c6215c32397a67ee35133a8ae5f77e886f00c040#8ec9a00bfd09b3190ac6b22251dbb1aa95a0579d"><strong>README.md</strong></a>
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<td class="line_content match " style="padding-left: 0.5em; padding-right: 0.5em; color: rgba(0,0,0,0.3);" bgcolor="#fafafa">@@ -3,21 +3,20 @@ Header-only C++ HNSW implementation with python bindings.</td>
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<pre style="margin: 0;"> <span id="LC3" class="line" lang="markdown"></span>
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<pre style="margin: 0;"> <span id="LC4" class="line" lang="markdown"><span class="gs" style="font-weight: 600;">**NEWS:**</span></span>
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<pre style="margin: 0;"> <span id="LC5" class="line" lang="markdown"></span>
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<pre style="margin: 0;">-<span id="LC6" class="line" lang="markdown"><span class="p">*</span> <span class="gs" style="font-weight: 600;">**Hnswlib is now 0.5.2**</span>. Bugfixes - thanks <span class="p">[</span><span class="nv" style="color: #008080;">@marekhanus</span><span class="p">](</span><span class="sx" style="color: #d14;">https://github.com/marekhanus</span><span class="p">)</span> for fixing the missing arguments, adding support for python 3.8, 3.9 in Travis, improving python wrapper and fixing typos/code style; <span class="p">[</span><span class="nv" style="color: #008080;">@apoorv-sharma</span><span class="p">](</span><span class="sx" style="color: #d14;">https://github.com/apoorv-sharma</span><span class="p">)</span> for fixing the bug int the insertion/deletion logic; <span class="p">[</span><span class="nv" style="color: #008080;">@shengjun1985</span><span class="p">](</span><span class="sx" style="color: #d14;">https://github.com/shengjun1985</span><span class="p">)</span> for simplifying the memory reallocation logic; <span class="p">[</span><span class="nv" style="color: #008080;">@TakaakiFuruse</span><span class="p">](</span><span class="sx" style="color: #d14;">https://github.com/TakaakiFuruse</span><span class="p">)</span> for improved description of <span class="sb" style="color: #d14;">`add_items`</span>; <span class="p">[</span><span class="nv" style="color: #008080;">@psobot </span><span class="p">](</span><span class="sx" style="color: #d14;">https://github.com/psobot</span><span class="p">)</span> for improving error handling; <span class="p">[</span><span class="nv" style="color: #008080;">@ShuAiii</span><span class="p">](</span><span class="sx" style="color: #d14;">https://github.com/ShuAiii</span><span class="p">)</span> for reporting the bug in the python interface</span>
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<pre style="margin: 0;">+<span id="LC6" class="line" lang="markdown"><span class="gs" style="font-weight: 600;">**version 0.6**</span> </span>
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<pre style="margin: 0;">+<span id="LC7" class="line" lang="markdown"><span class="p">*</span> Thanks to (<span class="p">[</span><span class="nv" style="color: #008080;">@dyashuni</span><span class="p">](</span><span class="sx" style="color: #d14;">https://github.com/dyashuni</span><span class="p">)</span>) hnswlib now uses github actions for CI, there is a search speedup in some scenarios with deletions. <span class="sb" style="color: #d14;">`unmark_deleted(label)`</span> is now also a part of the python interface (note now it throws an exception for double deletions). </span>
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<pre style="margin: 0;">+<span id="LC8" class="line" lang="markdown"><span class="p">*</span> Thanks to (<span class="p">[</span><span class="nv" style="color: #008080;">@slice4e</span><span class="p">](</span><span class="sx" style="color: #d14;">https://github.com/slice4e</span><span class="p">)</span>) we now support AVX512; thanks to (<span class="p">[</span><span class="nv" style="color: #008080;">@LTLA</span><span class="p">](</span><span class="sx" style="color: #d14;">https://github.com/LTLA</span><span class="p">)</span>) the cmake interface for the lib is now updated. </span>
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<pre style="margin: 0;">+<span id="LC9" class="line" lang="markdown"><span class="p">*</span> Thanks to (<span class="p">[</span><span class="nv" style="color: #008080;">@alonre24</span><span class="p">](</span><span class="sx" style="color: #d14;">https://github.com/alonre24</span><span class="p">)</span>) we now have a python bindings for brute-force (and examples for recall tuning: <span class="p">[</span><span class="nv" style="color: #008080;">TESTING_RECALL.md</span><span class="p">](</span><span class="sx" style="color: #d14;">TESTING_RECALL.md</span><span class="p">)</span>. </span>
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<pre style="margin: 0;">+<span id="LC10" class="line" lang="markdown"><span class="p">*</span> Thanks to (<span class="p">[</span><span class="nv" style="color: #008080;">@dorosy-yeong</span><span class="p">](</span><span class="sx" style="color: #d14;">https://github.com/dorosy-yeong</span><span class="p">)</span>) there is a bug fixed in the handling large quantities of deleted elements and large K. </span>
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<pre style="margin: 0;"> <span id="LC11" class="line" lang="markdown"></span>
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<pre style="margin: 0;">-<span id="LC8" class="line" lang="markdown"><span class="p">*</span> <span class="gs" style="font-weight: 600;">**Hnswlib is now 0.5.0**</span>. Added support for pickling indices, support for PEP-517 and PEP-518 building, small speedups, bug and documentation fixes. Many thanks to <span class="p">[</span><span class="nv" style="color: #008080;">@dbespalov</span><span class="p">](</span><span class="sx" style="color: #d14;">https://github.com/dbespalov</span><span class="p">)</span>, <span class="p">[</span><span class="nv" style="color: #008080;">@dyashuni</span><span class="p">](</span><span class="sx" style="color: #d14;">https://github.com/dyashuni</span><span class="p">)</span>, <span class="p">[</span><span class="nv" style="color: #008080;">@groodt</span><span class="p">](</span><span class="sx" style="color: #d14;">https://github.com/groodt</span><span class="p">)</span>,<span class="p">[</span><span class="nv" style="color: #008080;">@uestc-lfs</span><span class="p">](</span><span class="sx" style="color: #d14;">https://github.com/uestc-lfs</span><span class="p">)</span>, <span class="p">[</span><span class="nv" style="color: #008080;">@vinnitu</span><span class="p">](</span><span class="sx" style="color: #d14;">https://github.com/vinnitu</span><span class="p">)</span>, <span class="p">[</span><span class="nv" style="color: #008080;">@fabiencastan</span><span class="p">](</span><span class="sx" style="color: #d14;">https://github.com/fabiencastan</span><span class="p">)</span>, <span class="p">[</span><span class="nv" style="color: #008080;">@JinHai-CN</span><span class="p">](</span><span class="sx" style="color: #d14;">https://github.com/JinHai-CN</span><span class="p">)</span>, <span class="p">[</span><span class="nv" style="color: #008080;">@js1010</span><span class="p">](</span><span class="sx" style="color: #d14;">https://github.com/js1010</span><span class="p">)</span>!</span>
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<pre style="margin: 0;">-<span id="LC9" class="line" lang="markdown"></span>
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<pre style="margin: 0;">-<span id="LC10" class="line" lang="markdown"><span class="p">*</span> <span class="gs" style="font-weight: 600;">**Thanks to Apoorv Sharma [@apoorv-sharma](https://github.com/apoorv-sharma), hnswlib now supports true element updates (the interface remained the same, but when you the performance/memory should not degrade as you update the element embeddings).**</span></span>
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<pre style="margin: 0;">-<span id="LC11" class="line" lang="markdown"></span>
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<pre style="margin: 0;">-<span id="LC12" class="line" lang="markdown"><span class="p">*</span> <span class="gs" style="font-weight: 600;">**Thanks to Dmitry [@2ooom](https://github.com/2ooom), hnswlib got a boost in performance for vector dimensions that are not multiple of 4**</span> </span>
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<pre style="margin: 0;">+<span id="LC12" class="line" lang="markdown"> </span>
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<pre style="margin: 0;"> <span id="LC13" class="line" lang="markdown"></span>
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<pre style="margin: 0;">-<span id="LC14" class="line" lang="markdown"><span class="p">*</span> <span class="gs" style="font-weight: 600;">**Thanks to Louis Abraham ([@louisabraham](https://github.com/louisabraham)) hnswlib can now be installed via pip!**</span></span>
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<pre style="margin: 0;"> <span id="LC14" class="line" lang="markdown"></span>
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<pre style="margin: 0;">-<span id="LC16" class="line" lang="markdown">Highlights:</span>
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<pre style="margin: 0;">-<span id="LC17" class="line" lang="markdown">1) Lightweight, header-only, no dependencies other than C++ 11<span class="idiff left right">.</span></span>
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<pre style="margin: 0;">-<span id="LC18" class="line" lang="markdown">2) Interfaces for C++, <span class="idiff left right">p</span>ython and R (https://github.com/jlmelville/rcpphnsw).</span>
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<pre style="margin: 0;">+<span id="LC15" class="line" lang="markdown"><span class="gu" style="color: #800080; font-weight: 600;"><span class="idiff left right">### </span>Highlights:</span></span>
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<pre style="margin: 0;">+<span id="LC16" class="line" lang="markdown">1) Lightweight, header-only, no dependencies other than C++ 11</span>
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<pre style="margin: 0;">+<span id="LC17" class="line" lang="markdown">2) Interfaces for C++, <span class="idiff left right">Java, P</span>ython and R (https://github.com/jlmelville/rcpphnsw).</span>
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<pre style="margin: 0;"> <span id="LC18" class="line" lang="markdown">3) Has full support for incremental index construction. Has support for element deletions </span>
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<pre style="margin: 0;">-<span id="LC20" class="line" lang="markdown">(<span class="idiff left right">currently, without actual freeing of the memory)</span>.</span>
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<pre style="margin: 0;">+<span id="LC19" class="line" lang="markdown">(<span class="idiff left right">by marking them in index). Index is picklable</span>.</span>
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<pre style="margin: 0;"> <span id="LC20" class="line" lang="markdown">4) Can work with custom user defined distances (C++).</span>
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<pre style="margin: 0;"> <span id="LC21" class="line" lang="markdown">5) Significantly less memory footprint and faster build time compared to current nmslib's implementation.</span>
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<pre style="margin: 0;"> <span id="LC22" class="line" lang="markdown"></span>
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<td class="line_content match " style="padding-left: 0.5em; padding-right: 0.5em; color: rgba(0,0,0,0.3);" bgcolor="#fafafa">@@ -53,7 +52,9 @@ For other spaces use the nmslib library https://github.com/nmslib/nmslib.</td>
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<pre style="margin: 0;"> <span id="LC52" class="line" lang="markdown"><span class="p"> -</span> If index already has the elements with the same labels, their features will be updated. Note that update procedure is slower than insertion of a new element, but more memory- and query-efficient.</span>
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<pre style="margin: 0;"> <span id="LC53" class="line" lang="markdown"><span class="p"> *</span> Thread-safe with other <span class="sb" style="color: #d14;">`add_items`</span> calls, but not with <span class="sb" style="color: #d14;">`knn_query`</span>.</span>
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<pre style="margin: 0;"> <span id="LC54" class="line" lang="markdown"><span class="p"> </span></span>
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<pre style="margin: 0;">-<span id="LC56" class="line" lang="markdown"><span class="p">*</span> <span class="sb" style="color: #d14;">`mark_deleted(label)`</span> - marks the element as deleted, so it will be omitted from search results.</span>
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<pre style="margin: 0;">+<span id="LC55" class="line" lang="markdown"><span class="p">*</span> <span class="sb" style="color: #d14;">`mark_deleted(label)`</span> - marks the element as deleted, so it will be omitted from search results. Throws an exception if it is already deleted.</span>
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<pre style="margin: 0;">+<span id="LC56" class="line" lang="markdown"><span class="p">*</span> </span>
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<pre style="margin: 0;">+<span id="LC57" class="line" lang="markdown"><span class="p">*</span> <span class="sb" style="color: #d14;">`unmark_deleted(label)`</span> - unmarks the element as deleted, so it will be not be omitted from search results.</span>
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<pre style="margin: 0;"> <span id="LC58" class="line" lang="markdown"></span>
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<pre style="margin: 0;"> <span id="LC59" class="line" lang="markdown"><span class="p">*</span> <span class="sb" style="color: #d14;">`resize_index(new_size)`</span> - changes the maximum capacity of the index. Not thread safe with <span class="sb" style="color: #d14;">`add_items`</span> and <span class="sb" style="color: #d14;">`knn_query`</span>.</span>
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<pre style="margin: 0;"> <span id="LC60" class="line" lang="markdown"></span>
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<td class="line_content match " style="padding-left: 0.5em; padding-right: 0.5em; color: rgba(0,0,0,0.3);" bgcolor="#fafafa">@@ -225,6 +226,15 @@ pip install .</td>
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<pre style="margin: 0;"> <span id="LC226" class="line" lang="markdown">or you can install via pip:</span>
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<pre style="margin: 0;"> <span id="LC227" class="line" lang="markdown"><span class="sb" style="color: #d14;">`pip install hnswlib`</span></span>
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<pre style="margin: 0;"> <span id="LC228" class="line" lang="markdown"></span>
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<pre style="margin: 0;">+<span id="LC229" class="line" lang="markdown"></span>
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<pre style="margin: 0;">+<span id="LC230" class="line" lang="markdown"><span class="gu" style="color: #800080; font-weight: 600;">### For developers </span></span>
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<pre style="margin: 0;">+<span id="LC232" class="line" lang="markdown">When making changes please run tests (and please add a test to <span class="sb" style="color: #d14;">`python_bindings/tests`</span> in case there is new functionality):</span>
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<pre style="margin: 0;">+<span id="LC233" class="line" lang="markdown"><span class="p">```</span><span class="nl">bash</span></span>
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<pre style="margin: 0;">+<span id="LC234" class="line" lang="markdown">python <span class="nt" style="color: #000080;">-m</span> unittest discover <span class="nt" style="color: #000080;">--start-directory</span> python_bindings/tests <span class="nt" style="color: #000080;">--pattern</span> <span class="s2" style="color: #d14;">"*_test*.py</span></span>
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<pre style="margin: 0;">+<span id="LC235" class="line" lang="markdown"><span class="p">```</span></span>
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<pre style="margin: 0;">+<span id="LC236" class="line" lang="markdown"></span>
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<pre style="margin: 0;">+<span id="LC237" class="line" lang="markdown"></span>
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<pre style="margin: 0;"> <span id="LC238" class="line" lang="markdown"><span class="gu" style="color: #800080; font-weight: 600;">### Other implementations</span></span>
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<pre style="margin: 0;"> <span id="LC239" class="line" lang="markdown"><span class="p">*</span> Non-metric space library (nmslib) - main library(python, C++), supports exotic distances: https://github.com/nmslib/nmslib</span>
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<pre style="margin: 0;"> <span id="LC240" class="line" lang="markdown"><span class="p">*</span> Faiss library by facebook, uses own HNSW implementation for coarse quantization (python, C++):</span>
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<li id="e61b30515e02687881a6925c18092450db2d2393">
<a href="https://salsa.debian.org/med-team/hnswlib/-/commit/c6215c32397a67ee35133a8ae5f77e886f00c040#e61b30515e02687881a6925c18092450db2d2393"><strong>TESTING_RECALL.md</strong></a>
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<pre style="margin: 0;">+<span id="LC1" class="line" lang="markdown"><span class="gh" style="color: #800080; font-weight: 600;"># Testing recall</span></span>
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<pre style="margin: 0;">+<span id="LC2" class="line" lang="markdown"></span>
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<pre style="margin: 0;">+<span id="LC3" class="line" lang="markdown">Selecting HNSW parameters for a specific use case highly impacts the search quality. One way to test the quality of the constructed index is to compare the HNSW search results to the actual results (i.e., the actual <span class="sb" style="color: #d14;">`k`</span> nearest neighbors).</span>
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<pre style="margin: 0;">+<span id="LC4" class="line" lang="markdown">For that cause, the API enables creating a simple "brute-force" index in which vectors are stored as is, and searching for the <span class="sb" style="color: #d14;">`k`</span> nearest neighbors to a query vector requires going over the entire index. </span>
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<pre style="margin: 0;">+<span id="LC5" class="line" lang="markdown">Comparing between HNSW and brute-force results may help with finding the desired HNSW parameters for achieving a satisfying recall, based on the index size and data dimension.</span>
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<pre style="margin: 0;">+<span id="LC6" class="line" lang="markdown"></span>
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<pre style="margin: 0;">+<span id="LC7" class="line" lang="markdown"><span class="gu" style="color: #800080; font-weight: 600;">### Brute force index API</span></span>
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<pre style="margin: 0;">+<span id="LC8" class="line" lang="markdown"><span class="sb" style="color: #d14;">`hnswlib.BFIndex(space, dim)`</span> creates a non-initialized index in space <span class="sb" style="color: #d14;">`space`</span> with integer dimension <span class="sb" style="color: #d14;">`dim`</span>.</span>
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<pre style="margin: 0;">+<span id="LC9" class="line" lang="markdown"></span>
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<pre style="margin: 0;">+<span id="LC10" class="line" lang="markdown"><span class="sb" style="color: #d14;">`hnswlib.BFIndex`</span> methods:</span>
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<pre style="margin: 0;">+<span id="LC11" class="line" lang="markdown"></span>
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<pre style="margin: 0;">+<span id="LC12" class="line" lang="markdown"><span class="sb" style="color: #d14;">`init_index(max_elements)`</span> initializes the index with no elements.</span>
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<pre style="margin: 0;">+<span id="LC13" class="line" lang="markdown"></span>
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<pre style="margin: 0;">+<span id="LC14" class="line" lang="markdown">max_elements defines the maximum number of elements that can be stored in the structure.</span>
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<pre style="margin: 0;">+<span id="LC15" class="line" lang="markdown"></span>
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<pre style="margin: 0;">+<span id="LC16" class="line" lang="markdown"><span class="sb" style="color: #d14;">`add_items(data, ids)`</span> inserts the data (numpy array of vectors, shape:<span class="sb" style="color: #d14;">`N*dim`</span>) into the structure.</span>
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<pre style="margin: 0;">+<span id="LC17" class="line" lang="markdown"><span class="sb" style="color: #d14;">`ids`</span> are optional N-size numpy array of integer labels for all elements in data.</span>
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<pre style="margin: 0;">+<span id="LC18" class="line" lang="markdown"></span>
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<pre style="margin: 0;">+<span id="LC19" class="line" lang="markdown"><span class="sb" style="color: #d14;">`delete_vector(label)`</span> delete the element associated with the given <span class="sb" style="color: #d14;">`label`</span> so it will be omitted from search results.</span>
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<pre style="margin: 0;">+<span id="LC21" class="line" lang="markdown"><span class="sb" style="color: #d14;">`knn_query(data, k = 1)`</span> make a batch query for <span class="sb" style="color: #d14;">`k `</span>closest elements for each element of the</span>
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<pre style="margin: 0;">+<span id="LC22" class="line" lang="markdown"><span class="sb" style="color: #d14;">`data`</span> (shape:<span class="sb" style="color: #d14;">`N*dim`</span>). Returns a numpy array of (shape:<span class="sb" style="color: #d14;">`N*k`</span>).</span>
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<pre style="margin: 0;">+<span id="LC23" class="line" lang="markdown"></span>
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<pre style="margin: 0;">+<span id="LC24" class="line" lang="markdown"><span class="sb" style="color: #d14;">`load_index(path_to_index, max_elements = 0)`</span> loads the index from persistence to the uninitialized index.</span>
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<pre style="margin: 0;">+<span id="LC25" class="line" lang="markdown"></span>
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<pre style="margin: 0;">+<span id="LC26" class="line" lang="markdown"><span class="sb" style="color: #d14;">`save_index(path_to_index)`</span> saves the index from persistence.</span>
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<pre style="margin: 0;">+<span id="LC27" class="line" lang="markdown"></span>
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<pre style="margin: 0;">+<span id="LC28" class="line" lang="markdown"><span class="gu" style="color: #800080; font-weight: 600;">### measuring recall example</span></span>
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<pre style="margin: 0;">+<span id="LC29" class="line" lang="markdown"></span>
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<pre style="margin: 0;">+<span id="LC30" class="line" lang="markdown"><span class="p">```</span></span>
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<pre style="margin: 0;">+<span id="LC31" class="line" lang="markdown">import hnswlib</span>
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<pre style="margin: 0;">+<span id="LC32" class="line" lang="markdown">import numpy as np</span>
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<pre style="margin: 0;">+<span id="LC33" class="line" lang="markdown"></span>
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<pre style="margin: 0;">+<span id="LC34" class="line" lang="markdown">dim = 32</span>
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<pre style="margin: 0;">+<span id="LC35" class="line" lang="markdown">num_elements = 100000</span>
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<pre style="margin: 0;">+<span id="LC36" class="line" lang="markdown">k = 10</span>
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<pre style="margin: 0;">+<span id="LC37" class="line" lang="markdown">nun_queries = 10</span>
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<pre style="margin: 0;">+<span id="LC38" class="line" lang="markdown"></span>
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<pre style="margin: 0;">+<span id="LC39" class="line" lang="markdown"># Generating sample data</span>
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<pre style="margin: 0;">+<span id="LC40" class="line" lang="markdown">data = np.float32(np.random.random((num_elements, dim)))</span>
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<pre style="margin: 0;">+<span id="LC41" class="line" lang="markdown"></span>
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<pre style="margin: 0;">+<span id="LC42" class="line" lang="markdown"># Declaring index</span>
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<pre style="margin: 0;">+<span id="LC43" class="line" lang="markdown">hnsw_index = hnswlib.Index(space='l2', dim=dim) # possible options are l2, cosine or ip</span>
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<pre style="margin: 0;">+<span id="LC44" class="line" lang="markdown">bf_index = hnswlib.BFIndex(space='l2', dim=dim)</span>
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<pre style="margin: 0;">+<span id="LC46" class="line" lang="markdown"># Initing both hnsw and brute force indices</span>
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<pre style="margin: 0;">+<span id="LC47" class="line" lang="markdown"># max_elements - the maximum number of elements (capacity). Will throw an exception if exceeded</span>
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<pre style="margin: 0;">+<span id="LC48" class="line" lang="markdown"># during insertion of an element.</span>
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<pre style="margin: 0;">+<span id="LC49" class="line" lang="markdown"># The capacity can be increased by saving/loading the index, see below.</span>
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<pre style="margin: 0;">+<span id="LC50" class="line" lang="markdown">#</span>
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<pre style="margin: 0;">+<span id="LC51" class="line" lang="markdown"># hnsw construction params:</span>
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<pre style="margin: 0;">+<span id="LC52" class="line" lang="markdown"># ef_construction - controls index search speed/build speed tradeoff</span>
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<pre style="margin: 0;">+<span id="LC53" class="line" lang="markdown">#</span>
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<pre style="margin: 0;">+<span id="LC54" class="line" lang="markdown"># M - is tightly connected with internal dimensionality of the data. Strongly affects the memory consumption (~M)</span>
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<pre style="margin: 0;">+<span id="LC55" class="line" lang="markdown"># Higher M leads to higher accuracy/run_time at fixed ef/efConstruction</span>
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<pre style="margin: 0;">+<span id="LC56" class="line" lang="markdown"></span>
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<pre style="margin: 0;">+<span id="LC57" class="line" lang="markdown">hnsw_index.init_index(max_elements=num_elements, ef_construction=200, M=16)</span>
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<pre style="margin: 0;">+<span id="LC58" class="line" lang="markdown">bf_index.init_index(max_elements=num_elements)</span>
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<pre style="margin: 0;">+<span id="LC59" class="line" lang="markdown"></span>
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<pre style="margin: 0;">+<span id="LC60" class="line" lang="markdown"># Controlling the recall for hnsw by setting ef:</span>
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<pre style="margin: 0;">+<span id="LC61" class="line" lang="markdown"># higher ef leads to better accuracy, but slower search</span>
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<pre style="margin: 0;">+<span id="LC62" class="line" lang="markdown">hnsw_index.set_ef(200)</span>
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<pre style="margin: 0;">+<span id="LC63" class="line" lang="markdown"></span>
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<pre style="margin: 0;">+<span id="LC64" class="line" lang="markdown"># Set number of threads used during batch search/construction in hnsw</span>
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<pre style="margin: 0;">+<span id="LC65" class="line" lang="markdown"># By default using all available cores</span>
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<pre style="margin: 0;">+<span id="LC66" class="line" lang="markdown">hnsw_index.set_num_threads(1)</span>
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<pre style="margin: 0;">+<span id="LC67" class="line" lang="markdown"></span>
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<pre style="margin: 0;">+<span id="LC68" class="line" lang="markdown">print("Adding batch of %d elements" % (len(data)))</span>
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<pre style="margin: 0;">+<span id="LC69" class="line" lang="markdown">hnsw_index.add_items(data)</span>
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<pre style="margin: 0;">+<span id="LC70" class="line" lang="markdown">bf_index.add_items(data)</span>
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<pre style="margin: 0;">+<span id="LC71" class="line" lang="markdown"></span>
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<pre style="margin: 0;">+<span id="LC72" class="line" lang="markdown">print("Indices built")</span>
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<pre style="margin: 0;">+<span id="LC73" class="line" lang="markdown"></span>
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<pre style="margin: 0;">+<span id="LC74" class="line" lang="markdown"># Generating query data</span>
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<pre style="margin: 0;">+<span id="LC75" class="line" lang="markdown">query_data = np.float32(np.random.random((nun_queries, dim)))</span>
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<pre style="margin: 0;">+<span id="LC76" class="line" lang="markdown"></span>
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<pre style="margin: 0;">+<span id="LC77" class="line" lang="markdown"># Query the elements and measure recall:</span>
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<pre style="margin: 0;">+<span id="LC78" class="line" lang="markdown">labels_hnsw, distances_hnsw = hnsw_index.knn_query(query_data, k)</span>
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<pre style="margin: 0;">+<span id="LC79" class="line" lang="markdown">labels_bf, distances_bf = bf_index.knn_query(query_data, k)</span>
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<pre style="margin: 0;">+<span id="LC80" class="line" lang="markdown"></span>
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<pre style="margin: 0;">+<span id="LC81" class="line" lang="markdown"># Measure recall</span>
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<pre style="margin: 0;">+<span id="LC82" class="line" lang="markdown">correct = 0</span>
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83
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<pre style="margin: 0;">+<span id="LC83" class="line" lang="markdown">for i in range(nun_queries):</span>
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<pre style="margin: 0;">+<span id="LC84" class="line" lang="markdown"> for label in labels_hnsw[i]:</span>
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<pre style="margin: 0;">+<span id="LC85" class="line" lang="markdown"> for correct_label in labels_bf[i]:</span>
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<pre style="margin: 0;">+<span id="LC86" class="line" lang="markdown"> if label == correct_label:</span>
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<pre style="margin: 0;">+<span id="LC87" class="line" lang="markdown"> correct += 1</span>
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<pre style="margin: 0;">+<span id="LC88" class="line" lang="markdown"> break</span>
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89
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<pre style="margin: 0;">+<span id="LC89" class="line" lang="markdown"></span>
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90
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<pre style="margin: 0;">+<span id="LC90" class="line" lang="markdown">print("recall is :", float(correct)/(k*nun_queries))</span>
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91
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<pre style="margin: 0;">+<span id="LC91" class="line" lang="markdown"><span class="p">```</span></span></pre>
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<br>
</li>
<li id="698eab1f67ea3671036ca859e97b8ba85d7ad9d9">
<a href="https://salsa.debian.org/med-team/hnswlib/-/commit/c6215c32397a67ee35133a8ae5f77e886f00c040#698eab1f67ea3671036ca859e97b8ba85d7ad9d9"><strong>examples/git_tester.py</strong></a>
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1
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<pre style="margin: 0;">+<span id="LC1" class="line" lang="python"><span class="kn" style="font-weight: 600;">from</span> <span class="nn" style="color: #555;">pydriller</span> <span class="kn" style="font-weight: 600;">import</span> <span class="n" style="color: #333;">Repository</span></span>
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2
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<pre style="margin: 0;">+<span id="LC2" class="line" lang="python"><span class="kn" style="font-weight: 600;">import</span> <span class="nn" style="color: #555;">os</span> </span>
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3
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<pre style="margin: 0;">+<span id="LC3" class="line" lang="python"><span class="kn" style="font-weight: 600;">import</span> <span class="nn" style="color: #555;">datetime</span></span>
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4
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<pre style="margin: 0;">+<span id="LC4" class="line" lang="python"><span class="n" style="color: #333;">os</span><span class="p">.</span><span class="n" style="color: #333;">system</span><span class="p">(</span><span class="s" style="color: #d14;">"cp examples/speedtest.py examples/speedtest2.py"</span><span class="p">)</span></span>
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5
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<pre style="margin: 0;">+<span id="LC5" class="line" lang="python"><span class="k" style="font-weight: 600;">for</span> <span class="n" style="color: #333;">commit</span> <span class="ow" style="font-weight: 600;">in</span> <span class="n" style="color: #333;">Repository</span><span class="p">(</span><span class="s" style="color: #d14;">'.'</span><span class="p">,</span> <span class="n" style="color: #333;">from_tag</span><span class="o" style="font-weight: 600;">=</span><span class="s" style="color: #d14;">"v0.5.2"</span><span class="p">).</span><span class="n" style="color: #333;">traverse_commits</span><span class="p">():</span></span>
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<pre style="margin: 0;">+<span id="LC6" class="line" lang="python"> <span class="k" style="font-weight: 600;">print</span><span class="p">(</span><span class="n" style="color: #333;">commit</span><span class="p">.</span><span class="nb" style="color: #0086b3;">hash</span><span class="p">)</span></span>
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<pre style="margin: 0;">+<span id="LC7" class="line" lang="python"> <span class="k" style="font-weight: 600;">print</span><span class="p">(</span><span class="n" style="color: #333;">commit</span><span class="p">.</span><span class="n" style="color: #333;">msg</span><span class="p">)</span></span>
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<pre style="margin: 0;">+<span id="LC8" class="line" lang="python"> </span>
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<pre style="margin: 0;">+<span id="LC9" class="line" lang="python"> <span class="n" style="color: #333;">os</span><span class="p">.</span><span class="n" style="color: #333;">system</span><span class="p">(</span><span class="sa">f</span><span class="s" style="color: #d14;">"git checkout </span><span class="si" style="color: #d14;">{</span><span class="n" style="color: #333;">commit</span><span class="p">.</span><span class="nb" style="color: #0086b3;">hash</span><span class="si" style="color: #d14;">}</span><span class="s" style="color: #d14;">; rm -rf build; "</span><span class="p">)</span></span>
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<pre style="margin: 0;">+<span id="LC10" class="line" lang="python"> <span class="n" style="color: #333;">os</span><span class="p">.</span><span class="n" style="color: #333;">system</span><span class="p">(</span><span class="s" style="color: #d14;">"python -m pip install ."</span><span class="p">)</span></span>
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<pre style="margin: 0;">+<span id="LC11" class="line" lang="python"> <span class="n" style="color: #333;">os</span><span class="p">.</span><span class="n" style="color: #333;">system</span><span class="p">(</span><span class="sa">f</span><span class="s" style="color: #d14;">'python examples/speedtest2.py -n "</span><span class="si" style="color: #d14;">{</span><span class="n" style="color: #333;">commit</span><span class="p">.</span><span class="n" style="color: #333;">msg</span><span class="si" style="color: #d14;">}</span><span class="s" style="color: #d14;">" -d 4 -t 1'</span><span class="p">)</span></span>
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<pre style="margin: 0;">+<span id="LC12" class="line" lang="python"> <span class="n" style="color: #333;">os</span><span class="p">.</span><span class="n" style="color: #333;">system</span><span class="p">(</span><span class="sa">f</span><span class="s" style="color: #d14;">'python examples/speedtest2.py -n "</span><span class="si" style="color: #d14;">{</span><span class="n" style="color: #333;">commit</span><span class="p">.</span><span class="n" style="color: #333;">msg</span><span class="si" style="color: #d14;">}</span><span class="s" style="color: #d14;">" -d 64 -t 1'</span><span class="p">)</span></span>
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<pre style="margin: 0;">+<span id="LC13" class="line" lang="python"> <span class="n" style="color: #333;">os</span><span class="p">.</span><span class="n" style="color: #333;">system</span><span class="p">(</span><span class="sa">f</span><span class="s" style="color: #d14;">'python examples/speedtest2.py -n "</span><span class="si" style="color: #d14;">{</span><span class="n" style="color: #333;">commit</span><span class="p">.</span><span class="n" style="color: #333;">msg</span><span class="si" style="color: #d14;">}</span><span class="s" style="color: #d14;">" -d 128 -t 1'</span><span class="p">)</span></span>
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<pre style="margin: 0;">+<span id="LC14" class="line" lang="python"> <span class="n" style="color: #333;">os</span><span class="p">.</span><span class="n" style="color: #333;">system</span><span class="p">(</span><span class="sa">f</span><span class="s" style="color: #d14;">'python examples/speedtest2.py -n "</span><span class="si" style="color: #d14;">{</span><span class="n" style="color: #333;">commit</span><span class="p">.</span><span class="n" style="color: #333;">msg</span><span class="si" style="color: #d14;">}</span><span class="s" style="color: #d14;">" -d 4 -t 24'</span><span class="p">)</span></span>
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<pre style="margin: 0;">+<span id="LC15" class="line" lang="python"> <span class="n" style="color: #333;">os</span><span class="p">.</span><span class="n" style="color: #333;">system</span><span class="p">(</span><span class="sa">f</span><span class="s" style="color: #d14;">'python examples/speedtest2.py -n "</span><span class="si" style="color: #d14;">{</span><span class="n" style="color: #333;">commit</span><span class="p">.</span><span class="n" style="color: #333;">msg</span><span class="si" style="color: #d14;">}</span><span class="s" style="color: #d14;">" -d 128 -t 24'</span><span class="p">)</span></span>
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<pre style="margin: 0;">+<span id="LC16" class="line" lang="python"></span></pre>
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<a href="https://salsa.debian.org/med-team/hnswlib/-/commit/c6215c32397a67ee35133a8ae5f77e886f00c040#4c6563ef1077d9fd47bc8ffff6e3178a77657cad"><strong>examples/speedtest.py</strong></a>
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<pre style="margin: 0;">+<span id="LC1" class="line" lang="python"><span class="kn" style="font-weight: 600;">import</span> <span class="nn" style="color: #555;">hnswlib</span></span>
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<pre style="margin: 0;">+<span id="LC2" class="line" lang="python"><span class="kn" style="font-weight: 600;">import</span> <span class="nn" style="color: #555;">numpy</span> <span class="k" style="font-weight: 600;">as</span> <span class="n" style="color: #333;">np</span></span>
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<pre style="margin: 0;">+<span id="LC3" class="line" lang="python"><span class="kn" style="font-weight: 600;">import</span> <span class="nn" style="color: #555;">os.path</span></span>
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<pre style="margin: 0;">+<span id="LC4" class="line" lang="python"><span class="kn" style="font-weight: 600;">import</span> <span class="nn" style="color: #555;">time</span></span>
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5
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<pre style="margin: 0;">+<span id="LC5" class="line" lang="python"><span class="kn" style="font-weight: 600;">import</span> <span class="nn" style="color: #555;">argparse</span></span>
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6
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<pre style="margin: 0;">+<span id="LC6" class="line" lang="python"></span>
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<pre style="margin: 0;">+<span id="LC7" class="line" lang="python"><span class="c1" style="color: #998; font-style: italic;"># Use nargs to specify how many arguments an option should take.</span></span>
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8
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<pre style="margin: 0;">+<span id="LC8" class="line" lang="python"><span class="n" style="color: #333;">ap</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">argparse</span><span class="p">.</span><span class="n" style="color: #333;">ArgumentParser</span><span class="p">()</span></span>
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9
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<pre style="margin: 0;">+<span id="LC9" class="line" lang="python"><span class="n" style="color: #333;">ap</span><span class="p">.</span><span class="n" style="color: #333;">add_argument</span><span class="p">(</span><span class="s" style="color: #d14;">'-d'</span><span class="p">)</span></span>
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<pre style="margin: 0;">+<span id="LC10" class="line" lang="python"><span class="n" style="color: #333;">ap</span><span class="p">.</span><span class="n" style="color: #333;">add_argument</span><span class="p">(</span><span class="s" style="color: #d14;">'-n'</span><span class="p">)</span></span>
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<pre style="margin: 0;">+<span id="LC11" class="line" lang="python"><span class="n" style="color: #333;">ap</span><span class="p">.</span><span class="n" style="color: #333;">add_argument</span><span class="p">(</span><span class="s" style="color: #d14;">'-t'</span><span class="p">)</span></span>
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<pre style="margin: 0;">+<span id="LC12" class="line" lang="python"><span class="n" style="color: #333;">args</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">ap</span><span class="p">.</span><span class="n" style="color: #333;">parse_args</span><span class="p">()</span></span>
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<pre style="margin: 0;">+<span id="LC13" class="line" lang="python"><span class="n" style="color: #333;">dim</span> <span class="o" style="font-weight: 600;">=</span> <span class="nb" style="color: #0086b3;">int</span><span class="p">(</span><span class="n" style="color: #333;">args</span><span class="p">.</span><span class="n" style="color: #333;">d</span><span class="p">)</span></span>
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<pre style="margin: 0;">+<span id="LC14" class="line" lang="python"><span class="n" style="color: #333;">name</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">args</span><span class="p">.</span><span class="n" style="color: #333;">n</span></span>
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<pre style="margin: 0;">+<span id="LC15" class="line" lang="python"><span class="n" style="color: #333;">threads</span><span class="o" style="font-weight: 600;">=</span><span class="nb" style="color: #0086b3;">int</span><span class="p">(</span><span class="n" style="color: #333;">args</span><span class="p">.</span><span class="n" style="color: #333;">t</span><span class="p">)</span></span>
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<pre style="margin: 0;">+<span id="LC16" class="line" lang="python"><span class="n" style="color: #333;">num_elements</span> <span class="o" style="font-weight: 600;">=</span> <span class="mi" style="color: #099;">1000000</span> <span class="o" style="font-weight: 600;">*</span> <span class="mi" style="color: #099;">4</span><span class="o" style="font-weight: 600;">//</span><span class="n" style="color: #333;">dim</span></span>
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<pre style="margin: 0;">+<span id="LC17" class="line" lang="python"></span>
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<pre style="margin: 0;">+<span id="LC18" class="line" lang="python"><span class="c1" style="color: #998; font-style: italic;"># Generating sample data</span></span>
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<pre style="margin: 0;">+<span id="LC19" class="line" lang="python"><span class="n" style="color: #333;">np</span><span class="p">.</span><span class="n" style="color: #333;">random</span><span class="p">.</span><span class="n" style="color: #333;">seed</span><span class="p">(</span><span class="mi" style="color: #099;">1</span><span class="p">)</span></span>
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<pre style="margin: 0;">+<span id="LC20" class="line" lang="python"><span class="n" style="color: #333;">data</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">np</span><span class="p">.</span><span class="n" style="color: #333;">float32</span><span class="p">(</span><span class="n" style="color: #333;">np</span><span class="p">.</span><span class="n" style="color: #333;">random</span><span class="p">.</span><span class="n" style="color: #333;">random</span><span class="p">((</span><span class="n" style="color: #333;">num_elements</span><span class="p">,</span> <span class="n" style="color: #333;">dim</span><span class="p">)))</span></span>
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<pre style="margin: 0;">+<span id="LC21" class="line" lang="python"></span>
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<pre style="margin: 0;">+<span id="LC22" class="line" lang="python"></span>
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<pre style="margin: 0;">+<span id="LC23" class="line" lang="python"><span class="n" style="color: #333;">index_path</span><span class="o" style="font-weight: 600;">=</span><span class="sa">f</span><span class="s" style="color: #d14;">'speed_index</span><span class="si" style="color: #d14;">{</span><span class="n" style="color: #333;">dim</span><span class="si" style="color: #d14;">}</span><span class="s" style="color: #d14;">.bin'</span></span>
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<pre style="margin: 0;">+<span id="LC24" class="line" lang="python"><span class="c1" style="color: #998; font-style: italic;"># Declaring index</span></span>
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<pre style="margin: 0;">+<span id="LC25" class="line" lang="python"><span class="n" style="color: #333;">p</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">hnswlib</span><span class="p">.</span><span class="n" style="color: #333;">Index</span><span class="p">(</span><span class="n" style="color: #333;">space</span><span class="o" style="font-weight: 600;">=</span><span class="s" style="color: #d14;">'l2'</span><span class="p">,</span> <span class="n" style="color: #333;">dim</span><span class="o" style="font-weight: 600;">=</span><span class="n" style="color: #333;">dim</span><span class="p">)</span> <span class="c1" style="color: #998; font-style: italic;"># possible options are l2, cosine or ip</span></span>
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<pre style="margin: 0;">+<span id="LC26" class="line" lang="python"></span>
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<pre style="margin: 0;">+<span id="LC27" class="line" lang="python"><span class="k" style="font-weight: 600;">if</span> <span class="ow" style="font-weight: 600;">not</span> <span class="n" style="color: #333;">os</span><span class="p">.</span><span class="n" style="color: #333;">path</span><span class="p">.</span><span class="n" style="color: #333;">isfile</span><span class="p">(</span><span class="n" style="color: #333;">index_path</span><span class="p">)</span> <span class="p">:</span></span>
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<pre style="margin: 0;">+<span id="LC28" class="line" lang="python"></span>
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<pre style="margin: 0;">+<span id="LC29" class="line" lang="python"> <span class="n" style="color: #333;">p</span><span class="p">.</span><span class="n" style="color: #333;">init_index</span><span class="p">(</span><span class="n" style="color: #333;">max_elements</span><span class="o" style="font-weight: 600;">=</span><span class="n" style="color: #333;">num_elements</span><span class="p">,</span> <span class="n" style="color: #333;">ef_construction</span><span class="o" style="font-weight: 600;">=</span><span class="mi" style="color: #099;">100</span><span class="p">,</span> <span class="n" style="color: #333;">M</span><span class="o" style="font-weight: 600;">=</span><span class="mi" style="color: #099;">16</span><span class="p">)</span></span>
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<pre style="margin: 0;">+<span id="LC30" class="line" lang="python"></span>
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<pre style="margin: 0;">+<span id="LC31" class="line" lang="python"> <span class="c1" style="color: #998; font-style: italic;"># Controlling the recall by setting ef:</span></span>
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<pre style="margin: 0;">+<span id="LC32" class="line" lang="python"> <span class="c1" style="color: #998; font-style: italic;"># higher ef leads to better accuracy, but slower search</span></span>
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<pre style="margin: 0;">+<span id="LC33" class="line" lang="python"> <span class="n" style="color: #333;">p</span><span class="p">.</span><span class="n" style="color: #333;">set_ef</span><span class="p">(</span><span class="mi" style="color: #099;">10</span><span class="p">)</span></span>
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<pre style="margin: 0;">+<span id="LC34" class="line" lang="python"></span>
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<pre style="margin: 0;">+<span id="LC35" class="line" lang="python"> <span class="c1" style="color: #998; font-style: italic;"># Set number of threads used during batch search/construction</span></span>
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<pre style="margin: 0;">+<span id="LC36" class="line" lang="python"> <span class="c1" style="color: #998; font-style: italic;"># By default using all available cores</span></span>
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<pre style="margin: 0;">+<span id="LC37" class="line" lang="python"> <span class="n" style="color: #333;">p</span><span class="p">.</span><span class="n" style="color: #333;">set_num_threads</span><span class="p">(</span><span class="mi" style="color: #099;">12</span><span class="p">)</span></span>
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<pre style="margin: 0;">+<span id="LC38" class="line" lang="python"></span>
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<pre style="margin: 0;">+<span id="LC39" class="line" lang="python"> <span class="n" style="color: #333;">p</span><span class="p">.</span><span class="n" style="color: #333;">add_items</span><span class="p">(</span><span class="n" style="color: #333;">data</span><span class="p">)</span></span>
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<pre style="margin: 0;">+<span id="LC40" class="line" lang="python"></span>
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<pre style="margin: 0;">+<span id="LC41" class="line" lang="python"> <span class="c1" style="color: #998; font-style: italic;"># Serializing and deleting the index:</span></span>
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<pre style="margin: 0;">+<span id="LC42" class="line" lang="python"></span>
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<pre style="margin: 0;">+<span id="LC43" class="line" lang="python"> <span class="k" style="font-weight: 600;">print</span><span class="p">(</span><span class="s" style="color: #d14;">"Saving index to '%s'"</span> <span class="o" style="font-weight: 600;">%</span> <span class="n" style="color: #333;">index_path</span><span class="p">)</span></span>
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<pre style="margin: 0;">+<span id="LC44" class="line" lang="python"> <span class="n" style="color: #333;">p</span><span class="p">.</span><span class="n" style="color: #333;">save_index</span><span class="p">(</span><span class="n" style="color: #333;">index_path</span><span class="p">)</span></span>
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<pre style="margin: 0;">+<span id="LC45" class="line" lang="python"><span class="n" style="color: #333;">p</span><span class="p">.</span><span class="n" style="color: #333;">set_num_threads</span><span class="p">(</span><span class="n" style="color: #333;">threads</span><span class="p">)</span></span>
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<pre style="margin: 0;">+<span id="LC46" class="line" lang="python"><span class="n" style="color: #333;">times</span><span class="o" style="font-weight: 600;">=</span><span class="p">[]</span></span>
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<pre style="margin: 0;">+<span id="LC47" class="line" lang="python"><span class="n" style="color: #333;">time</span><span class="p">.</span><span class="n" style="color: #333;">sleep</span><span class="p">(</span><span class="mi" style="color: #099;">10</span><span class="p">)</span></span>
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<pre style="margin: 0;">+<span id="LC48" class="line" lang="python"><span class="n" style="color: #333;">p</span><span class="p">.</span><span class="n" style="color: #333;">set_ef</span><span class="p">(</span><span class="mi" style="color: #099;">100</span><span class="p">)</span></span>
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49
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<pre style="margin: 0;">+<span id="LC49" class="line" lang="python"><span class="k" style="font-weight: 600;">for</span> <span class="n" style="color: #333;">_</span> <span class="ow" style="font-weight: 600;">in</span> <span class="nb" style="color: #0086b3;">range</span><span class="p">(</span><span class="mi" style="color: #099;">3</span><span class="p">):</span></span>
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50
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<pre style="margin: 0;">+<span id="LC50" class="line" lang="python"> <span class="n" style="color: #333;">p</span><span class="p">.</span><span class="n" style="color: #333;">load_index</span><span class="p">(</span><span class="n" style="color: #333;">index_path</span><span class="p">)</span></span>
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51
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<pre style="margin: 0;">+<span id="LC51" class="line" lang="python"> <span class="k" style="font-weight: 600;">for</span> <span class="n" style="color: #333;">_</span> <span class="ow" style="font-weight: 600;">in</span> <span class="nb" style="color: #0086b3;">range</span><span class="p">(</span><span class="mi" style="color: #099;">10</span><span class="p">):</span></span>
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<pre style="margin: 0;">+<span id="LC52" class="line" lang="python"> <span class="n" style="color: #333;">t0</span><span class="o" style="font-weight: 600;">=</span><span class="n" style="color: #333;">time</span><span class="p">.</span><span class="n" style="color: #333;">time</span><span class="p">()</span></span>
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<pre style="margin: 0;">+<span id="LC53" class="line" lang="python"> <span class="n" style="color: #333;">labels</span><span class="p">,</span> <span class="n" style="color: #333;">distances</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">p</span><span class="p">.</span><span class="n" style="color: #333;">knn_query</span><span class="p">(</span><span class="n" style="color: #333;">data</span><span class="p">,</span> <span class="n" style="color: #333;">k</span><span class="o" style="font-weight: 600;">=</span><span class="mi" style="color: #099;">1</span><span class="p">)</span></span>
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<pre style="margin: 0;">+<span id="LC54" class="line" lang="python"> <span class="n" style="color: #333;">tt</span><span class="o" style="font-weight: 600;">=</span><span class="n" style="color: #333;">time</span><span class="p">.</span><span class="n" style="color: #333;">time</span><span class="p">()</span><span class="o" style="font-weight: 600;">-</span><span class="n" style="color: #333;">t0</span></span>
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<pre style="margin: 0;">+<span id="LC55" class="line" lang="python"> <span class="n" style="color: #333;">times</span><span class="p">.</span><span class="n" style="color: #333;">append</span><span class="p">(</span><span class="n" style="color: #333;">tt</span><span class="p">)</span></span>
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<pre style="margin: 0;">+<span id="LC56" class="line" lang="python"> <span class="k" style="font-weight: 600;">print</span><span class="p">(</span><span class="sa">f</span><span class="s" style="color: #d14;">"</span><span class="si" style="color: #d14;">{</span><span class="n" style="color: #333;">tt</span><span class="si" style="color: #d14;">}</span><span class="s" style="color: #d14;"> seconds"</span><span class="p">)</span> </span>
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<pre style="margin: 0;">+<span id="LC57" class="line" lang="python"><span class="n" style="color: #333;">str_out</span><span class="o" style="font-weight: 600;">=</span><span class="sa">f</span><span class="s" style="color: #d14;">"mean time:</span><span class="si" style="color: #d14;">{</span><span class="n" style="color: #333;">np</span><span class="p">.</span><span class="n" style="color: #333;">mean</span><span class="p">(</span><span class="n" style="color: #333;">times</span><span class="p">)</span><span class="si" style="color: #d14;">}</span><span class="s" style="color: #d14;">, median time:</span><span class="si" style="color: #d14;">{</span><span class="n" style="color: #333;">np</span><span class="p">.</span><span class="n" style="color: #333;">median</span><span class="p">(</span><span class="n" style="color: #333;">times</span><span class="p">)</span><span class="si" style="color: #d14;">}</span><span class="s" style="color: #d14;">, std time </span><span class="si" style="color: #d14;">{</span><span class="n" style="color: #333;">np</span><span class="p">.</span><span class="n" style="color: #333;">std</span><span class="p">(</span><span class="n" style="color: #333;">times</span><span class="p">)</span><span class="si" style="color: #d14;">}</span><span class="s" style="color: #d14;"> </span><span class="si" style="color: #d14;">{</span><span class="n" style="color: #333;">name</span><span class="si" style="color: #d14;">}</span><span class="s" style="color: #d14;">"</span></span>
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<pre style="margin: 0;">+<span id="LC58" class="line" lang="python"><span class="k" style="font-weight: 600;">print</span><span class="p">(</span><span class="n" style="color: #333;">str_out</span><span class="p">)</span></span>
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<pre style="margin: 0;">+<span id="LC59" class="line" lang="python"><span class="k" style="font-weight: 600;">with</span> <span class="nb" style="color: #0086b3;">open</span> <span class="p">(</span><span class="sa">f</span><span class="s" style="color: #d14;">"log_</span><span class="si" style="color: #d14;">{</span><span class="n" style="color: #333;">dim</span><span class="si" style="color: #d14;">}</span><span class="s" style="color: #d14;">_t</span><span class="si" style="color: #d14;">{</span><span class="n" style="color: #333;">threads</span><span class="si" style="color: #d14;">}</span><span class="s" style="color: #d14;">.txt"</span><span class="p">,</span><span class="s" style="color: #d14;">"a"</span><span class="p">)</span> <span class="k" style="font-weight: 600;">as</span> <span class="n" style="color: #333;">f</span><span class="p">:</span></span>
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<pre style="margin: 0;">+<span id="LC60" class="line" lang="python"> <span class="n" style="color: #333;">f</span><span class="p">.</span><span class="n" style="color: #333;">write</span><span class="p">(</span><span class="n" style="color: #333;">str_out</span><span class="o" style="font-weight: 600;">+</span><span class="s" style="color: #d14;">"</span><span class="se" style="color: #d14;">\n</span><span class="s" style="color: #d14;">"</span><span class="p">)</span></span>
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<pre style="margin: 0;">+<span id="LC61" class="line" lang="python"> <span class="n" style="color: #333;">f</span><span class="p">.</span><span class="n" style="color: #333;">flush</span><span class="p">()</span></span>
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<pre style="margin: 0;">+<span id="LC62" class="line" lang="python"></span></pre>
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<li id="6c976d8d2697d476d161c05b0abf676a9c4321f6">
<a href="https://salsa.debian.org/med-team/hnswlib/-/commit/c6215c32397a67ee35133a8ae5f77e886f00c040#6c976d8d2697d476d161c05b0abf676a9c4321f6"><strong>hnswlib/hnswalg.h</strong></a>
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<td class="line_content match " style="padding-left: 0.5em; padding-right: 0.5em; color: rgba(0,0,0,0.3);" bgcolor="#fafafa">@@ -18,7 +18,6 @@ namespace hnswlib {</td>
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<pre style="margin: 0;"> <span id="LC18" class="line" lang="cpp"> <span class="nl">public:</span></span>
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<pre style="margin: 0;"> <span id="LC19" class="line" lang="cpp"> <span class="k" style="font-weight: 600;">static</span> <span class="k" style="font-weight: 600;">const</span> <span class="n" style="color: #333;">tableint</span> <span class="n" style="color: #333;">max_update_element_locks</span> <span class="o" style="font-weight: 600;">=</span> <span class="mi" style="color: #099;">65536</span><span class="p">;</span></span>
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<pre style="margin: 0;"> <span id="LC20" class="line" lang="cpp"> <span class="n" style="color: #333;">HierarchicalNSW</span><span class="p">(</span><span class="n" style="color: #333;">SpaceInterface</span><span class="o" style="font-weight: 600;"><</span><span class="n" style="color: #333;">dist_t</span><span class="o" style="font-weight: 600;">></span> <span class="o" style="font-weight: 600;">*</span><span class="n" style="color: #333;">s</span><span class="p">)</span> <span class="p">{</span></span>
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<pre style="margin: 0;">-<span id="LC21" class="line" lang="cpp"></span>
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<pre style="margin: 0;"> <span id="LC21" class="line" lang="cpp"> <span class="p">}</span></span>
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<pre style="margin: 0;"> <span id="LC22" class="line" lang="cpp"></span>
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<pre style="margin: 0;"> <span id="LC23" class="line" lang="cpp"> <span class="n" style="color: #333;">HierarchicalNSW</span><span class="p">(</span><span class="n" style="color: #333;">SpaceInterface</span><span class="o" style="font-weight: 600;"><</span><span class="n" style="color: #333;">dist_t</span><span class="o" style="font-weight: 600;">></span> <span class="o" style="font-weight: 600;">*</span><span class="n" style="color: #333;">s</span><span class="p">,</span> <span class="k" style="font-weight: 600;">const</span> <span class="n" style="color: #333;">std</span><span class="o" style="font-weight: 600;">::</span><span class="n" style="color: #333;">string</span> <span class="o" style="font-weight: 600;">&</span><span class="n" style="color: #333;">location</span><span class="p">,</span> <span class="kt" style="color: #458; font-weight: 600;">bool</span> <span class="n" style="color: #333;">nmslib</span> <span class="o" style="font-weight: 600;">=</span> <span class="nb" style="color: #0086b3;">false</span><span class="p">,</span> <span class="kt" style="color: #458; font-weight: 600;">size_t</span> <span class="n" style="color: #333;">max_elements</span><span class="o" style="font-weight: 600;">=</span><span class="mi" style="color: #099;">0</span><span class="p">)</span> <span class="p">{</span></span>
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<td class="diff-line-num unfold js-unfold new_line" data-linenumber="28" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">...</td>
<td class="line_content match " style="padding-left: 0.5em; padding-right: 0.5em; color: rgba(0,0,0,0.3);" bgcolor="#fafafa">@@ -29,7 +28,7 @@ namespace hnswlib {</td>
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<pre style="margin: 0;"> <span id="LC28" class="line" lang="cpp"> <span class="n" style="color: #333;">link_list_locks_</span><span class="p">(</span><span class="n" style="color: #333;">max_elements</span><span class="p">),</span> <span class="n" style="color: #333;">link_list_update_locks_</span><span class="p">(</span><span class="n" style="color: #333;">max_update_element_locks</span><span class="p">),</span> <span class="n" style="color: #333;">element_levels_</span><span class="p">(</span><span class="n" style="color: #333;">max_elements</span><span class="p">)</span> <span class="p">{</span></span>
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<pre style="margin: 0;"> <span id="LC29" class="line" lang="cpp"> <span class="n" style="color: #333;">max_elements_</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">max_elements</span><span class="p">;</span></span>
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<pre style="margin: 0;"> <span id="LC30" class="line" lang="cpp"></span>
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<pre style="margin: 0;">-<span id="LC32" class="line" lang="cpp"> <span class="n" style="color: #333;"><span class="idiff left">has</span>_delet<span class="idiff">ions_</span></span><span class="o" style="font-weight: 600;"><span class="idiff">=</span></span><span class="nb" style="color: #0086b3;"><span class="idiff right">false</span></span><span class="p">;</span></span>
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<pre style="margin: 0;">+<span id="LC31" class="line" lang="cpp"> <span class="n" style="color: #333;"><span class="idiff left">num</span>_delet<span class="idiff">ed_</span></span><span class="idiff"> </span><span class="o" style="font-weight: 600;"><span class="idiff">=</span></span><span class="idiff"> </span><span class="mi" style="color: #099;"><span class="idiff right">0</span></span><span class="p">;</span></span>
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<pre style="margin: 0;"> <span id="LC32" class="line" lang="cpp"> <span class="n" style="color: #333;">data_size_</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">s</span><span class="o" style="font-weight: 600;">-></span><span class="n" style="color: #333;">get_data_size</span><span class="p">();</span></span>
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<pre style="margin: 0;"> <span id="LC33" class="line" lang="cpp"> <span class="n" style="color: #333;">fstdistfunc_</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">s</span><span class="o" style="font-weight: 600;">-></span><span class="n" style="color: #333;">get_dist_func</span><span class="p">();</span></span>
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<pre style="margin: 0;"> <span id="LC34" class="line" lang="cpp"> <span class="n" style="color: #333;">dist_func_param_</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">s</span><span class="o" style="font-weight: 600;">-></span><span class="n" style="color: #333;">get_dist_func_param</span><span class="p">();</span></span>
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<td class="line_content match " style="padding-left: 0.5em; padding-right: 0.5em; color: rgba(0,0,0,0.3);" bgcolor="#fafafa">@@ -56,8 +55,6 @@ namespace hnswlib {</td>
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<pre style="margin: 0;"> <span id="LC55" class="line" lang="cpp"></span>
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<pre style="margin: 0;"> <span id="LC56" class="line" lang="cpp"> <span class="n" style="color: #333;">visited_list_pool_</span> <span class="o" style="font-weight: 600;">=</span> <span class="k" style="font-weight: 600;">new</span> <span class="n" style="color: #333;">VisitedListPool</span><span class="p">(</span><span class="mi" style="color: #099;">1</span><span class="p">,</span> <span class="n" style="color: #333;">max_elements</span><span class="p">);</span></span>
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<pre style="margin: 0;"> <span id="LC57" class="line" lang="cpp"></span>
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<pre style="margin: 0;">-<span id="LC59" class="line" lang="cpp"></span>
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<pre style="margin: 0;">-<span id="LC60" class="line" lang="cpp"></span>
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<pre style="margin: 0;"> <span id="LC58" class="line" lang="cpp"> <span class="c1" style="color: #998; font-style: italic;">//initializations for special treatment of the first node</span></span>
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<pre style="margin: 0;"> <span id="LC59" class="line" lang="cpp"> <span class="n" style="color: #333;">enterpoint_node_</span> <span class="o" style="font-weight: 600;">=</span> <span class="o" style="font-weight: 600;">-</span><span class="mi" style="color: #099;">1</span><span class="p">;</span></span>
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<pre style="margin: 0;"> <span id="LC60" class="line" lang="cpp"> <span class="n" style="color: #333;">maxlevel_</span> <span class="o" style="font-weight: 600;">=</span> <span class="o" style="font-weight: 600;">-</span><span class="mi" style="color: #099;">1</span><span class="p">;</span></span>
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<td class="line_content match " style="padding-left: 0.5em; padding-right: 0.5em; color: rgba(0,0,0,0.3);" bgcolor="#fafafa">@@ -92,6 +89,7 @@ namespace hnswlib {</td>
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<pre style="margin: 0;"> <span id="LC89" class="line" lang="cpp"> <span class="kt" style="color: #458; font-weight: 600;">size_t</span> <span class="n" style="color: #333;">cur_element_count</span><span class="p">;</span></span>
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<pre style="margin: 0;"> <span id="LC90" class="line" lang="cpp"> <span class="kt" style="color: #458; font-weight: 600;">size_t</span> <span class="n" style="color: #333;">size_data_per_element_</span><span class="p">;</span></span>
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<pre style="margin: 0;"> <span id="LC91" class="line" lang="cpp"> <span class="kt" style="color: #458; font-weight: 600;">size_t</span> <span class="n" style="color: #333;">size_links_per_element_</span><span class="p">;</span></span>
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<pre style="margin: 0;">+<span id="LC92" class="line" lang="cpp"> <span class="kt" style="color: #458; font-weight: 600;">size_t</span> <span class="n" style="color: #333;">num_deleted_</span><span class="p">;</span></span>
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<pre style="margin: 0;"> <span id="LC93" class="line" lang="cpp"></span>
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<pre style="margin: 0;"> <span id="LC94" class="line" lang="cpp"> <span class="kt" style="color: #458; font-weight: 600;">size_t</span> <span class="n" style="color: #333;">M_</span><span class="p">;</span></span>
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<pre style="margin: 0;"> <span id="LC95" class="line" lang="cpp"> <span class="kt" style="color: #458; font-weight: 600;">size_t</span> <span class="n" style="color: #333;">maxM_</span><span class="p">;</span></span>
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<td class="line_content match " style="padding-left: 0.5em; padding-right: 0.5em; color: rgba(0,0,0,0.3);" bgcolor="#fafafa">@@ -112,20 +110,15 @@ namespace hnswlib {</td>
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<pre style="margin: 0;"> <span id="LC110" class="line" lang="cpp"> <span class="n" style="color: #333;">std</span><span class="o" style="font-weight: 600;">::</span><span class="n" style="color: #333;">vector</span><span class="o" style="font-weight: 600;"><</span><span class="n" style="color: #333;">std</span><span class="o" style="font-weight: 600;">::</span><span class="n" style="color: #333;">mutex</span><span class="o" style="font-weight: 600;">></span> <span class="n" style="color: #333;">link_list_update_locks_</span><span class="p">;</span></span>
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<pre style="margin: 0;"> <span id="LC111" class="line" lang="cpp"> <span class="n" style="color: #333;">tableint</span> <span class="n" style="color: #333;">enterpoint_node_</span><span class="p">;</span></span>
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<pre style="margin: 0;"> <span id="LC112" class="line" lang="cpp"></span>
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<pre style="margin: 0;">-<span id="LC115" class="line" lang="cpp"></span>
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<pre style="margin: 0;"> <span id="LC113" class="line" lang="cpp"> <span class="kt" style="color: #458; font-weight: 600;">size_t</span> <span class="n" style="color: #333;">size_links_level0_</span><span class="p">;</span></span>
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<pre style="margin: 0;"> <span id="LC114" class="line" lang="cpp"> <span class="kt" style="color: #458; font-weight: 600;">size_t</span> <span class="n" style="color: #333;">offsetData_</span><span class="p">,</span> <span class="n" style="color: #333;">offsetLevel0_</span><span class="p">;</span></span>
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<pre style="margin: 0;"> <span id="LC115" class="line" lang="cpp"></span>
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<pre style="margin: 0;">-<span id="LC119" class="line" lang="cpp"></span>
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<pre style="margin: 0;"> <span id="LC116" class="line" lang="cpp"> <span class="kt" style="color: #458; font-weight: 600;">char</span> <span class="o" style="font-weight: 600;">*</span><span class="n" style="color: #333;">data_level0_memory_</span><span class="p">;</span></span>
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<pre style="margin: 0;"> <span id="LC117" class="line" lang="cpp"> <span class="kt" style="color: #458; font-weight: 600;">char</span> <span class="o" style="font-weight: 600;">**</span><span class="n" style="color: #333;">linkLists_</span><span class="p">;</span></span>
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<pre style="margin: 0;"> <span id="LC118" class="line" lang="cpp"> <span class="n" style="color: #333;">std</span><span class="o" style="font-weight: 600;">::</span><span class="n" style="color: #333;">vector</span><span class="o" style="font-weight: 600;"><</span><span class="kt" style="color: #458; font-weight: 600;">int</span><span class="o" style="font-weight: 600;">></span> <span class="n" style="color: #333;">element_levels_</span><span class="p">;</span></span>
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<pre style="margin: 0;"> <span id="LC119" class="line" lang="cpp"></span>
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<pre style="margin: 0;"> <span id="LC120" class="line" lang="cpp"> <span class="kt" style="color: #458; font-weight: 600;">size_t</span> <span class="n" style="color: #333;">data_size_</span><span class="p">;</span></span>
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<pre style="margin: 0;"> <span id="LC121" class="line" lang="cpp"></span>
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<pre style="margin: 0;">-<span id="LC126" class="line" lang="cpp"> <span class="kt" style="color: #458; font-weight: 600;">bool</span> <span class="n" style="color: #333;">has_deletions_</span><span class="p">;</span></span>
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<pre style="margin: 0;"> <span id="LC122" class="line" lang="cpp"> <span class="kt" style="color: #458; font-weight: 600;">size_t</span> <span class="n" style="color: #333;">label_offset_</span><span class="p">;</span></span>
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<pre style="margin: 0;"> <span id="LC123" class="line" lang="cpp"> <span class="n" style="color: #333;">DISTFUNC</span><span class="o" style="font-weight: 600;"><</span><span class="n" style="color: #333;">dist_t</span><span class="o" style="font-weight: 600;">></span> <span class="n" style="color: #333;">fstdistfunc_</span><span class="p">;</span></span>
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<pre style="margin: 0;"> <span id="LC124" class="line" lang="cpp"> <span class="kt" style="color: #458; font-weight: 600;">void</span> <span class="o" style="font-weight: 600;">*</span><span class="n" style="color: #333;">dist_func_param_</span><span class="p">;</span></span>
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<td class="line_content match " style="padding-left: 0.5em; padding-right: 0.5em; color: rgba(0,0,0,0.3);" bgcolor="#fafafa">@@ -182,7 +175,7 @@ namespace hnswlib {</td>
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<pre style="margin: 0;"> <span id="LC175" class="line" lang="cpp"></span>
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183
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176
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<pre style="margin: 0;"> <span id="LC176" class="line" lang="cpp"> <span class="k" style="font-weight: 600;">while</span> <span class="p">(</span><span class="o" style="font-weight: 600;">!</span><span class="n" style="color: #333;">candidateSet</span><span class="p">.</span><span class="n" style="color: #333;">empty</span><span class="p">())</span> <span class="p">{</span></span>
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184
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177
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<pre style="margin: 0;"> <span id="LC177" class="line" lang="cpp"> <span class="n" style="color: #333;">std</span><span class="o" style="font-weight: 600;">::</span><span class="n" style="color: #333;">pair</span><span class="o" style="font-weight: 600;"><</span><span class="n" style="color: #333;">dist_t</span><span class="p">,</span> <span class="n" style="color: #333;">tableint</span><span class="o" style="font-weight: 600;">></span> <span class="n" style="color: #333;">curr_el_pair</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">candidateSet</span><span class="p">.</span><span class="n" style="color: #333;">top</span><span class="p">();</span></span>
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185
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<pre style="margin: 0;">-<span id="LC185" class="line" lang="cpp"> <span class="k" style="font-weight: 600;">if</span> <span class="p">((</span><span class="o" style="font-weight: 600;">-</span><span class="n" style="color: #333;">curr_el_pair</span><span class="p">.</span><span class="n" style="color: #333;">first</span><span class="p">)</span> <span class="o" style="font-weight: 600;">></span> <span class="n" style="color: #333;">lowerBound</span><span class="p">)</span> <span class="p">{</span></span>
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178
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<pre style="margin: 0;">+<span id="LC178" class="line" lang="cpp"> <span class="k" style="font-weight: 600;">if</span> <span class="p">((</span><span class="o" style="font-weight: 600;">-</span><span class="n" style="color: #333;">curr_el_pair</span><span class="p">.</span><span class="n" style="color: #333;">first</span><span class="p">)</span> <span class="o" style="font-weight: 600;">></span> <span class="n" style="color: #333;">lowerBound</span><span class="idiff left"> </span><span class="o" style="font-weight: 600;"><span class="idiff">&&</span></span><span class="idiff"> </span><span class="n" style="color: #333;"><span class="idiff">top_candidates</span></span><span class="p"><span class="idiff">.</span></span><span class="n" style="color: #333;"><span class="idiff">size</span></span><span class="p"><span class="idiff">()</span></span><span class="idiff"> </span><span class="o" style="font-weight: 600;"><span class="idiff">==</span></span><span class="idiff"> </span><span class="n" style="color: #333;"><span class="idiff right">ef_construction_</span></span><span class="p">)</span> <span class="p">{</span></span>
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186
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179
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<pre style="margin: 0;"> <span id="LC179" class="line" lang="cpp"> <span class="k" style="font-weight: 600;">break</span><span class="p">;</span></span>
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187
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180
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<pre style="margin: 0;"> <span id="LC180" class="line" lang="cpp"> <span class="p">}</span></span>
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188
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181
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<pre style="margin: 0;"> <span id="LC181" class="line" lang="cpp"> <span class="n" style="color: #333;">candidateSet</span><span class="p">.</span><span class="n" style="color: #333;">pop</span><span class="p">();</span></span>
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<td class="diff-line-num unfold js-unfold old_line" data-linenumber="271" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">...</td>
<td class="diff-line-num unfold js-unfold new_line" data-linenumber="264" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">...</td>
<td class="line_content match " style="padding-left: 0.5em; padding-right: 0.5em; color: rgba(0,0,0,0.3);" bgcolor="#fafafa">@@ -271,7 +264,7 @@ namespace hnswlib {</td>
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271
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264
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<pre style="margin: 0;"> <span id="LC264" class="line" lang="cpp"></span>
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272
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265
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<pre style="margin: 0;"> <span id="LC265" class="line" lang="cpp"> <span class="n" style="color: #333;">std</span><span class="o" style="font-weight: 600;">::</span><span class="n" style="color: #333;">pair</span><span class="o" style="font-weight: 600;"><</span><span class="n" style="color: #333;">dist_t</span><span class="p">,</span> <span class="n" style="color: #333;">tableint</span><span class="o" style="font-weight: 600;">></span> <span class="n" style="color: #333;">current_node_pair</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">candidate_set</span><span class="p">.</span><span class="n" style="color: #333;">top</span><span class="p">();</span></span>
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273
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266
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<pre style="margin: 0;"> <span id="LC266" class="line" lang="cpp"></span>
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<td class="old_line diff-line-num old" data-linenumber="274" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #fac5cd; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#f9d7dc">
274
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<pre style="margin: 0;">-<span id="LC274" class="line" lang="cpp"> <span class="k" style="font-weight: 600;">if</span> <span class="p">((</span><span class="o" style="font-weight: 600;">-</span><span class="n" style="color: #333;">current_node_pair</span><span class="p">.</span><span class="n" style="color: #333;">first</span><span class="p">)</span> <span class="o" style="font-weight: 600;">></span> <span class="n" style="color: #333;">lowerBound</span><span class="p">)</span> <span class="p">{</span></span>
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<td class="new_line diff-line-num new" data-linenumber="267" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">
267
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<pre style="margin: 0;">+<span id="LC267" class="line" lang="cpp"> <span class="k" style="font-weight: 600;">if</span> <span class="p">((</span><span class="o" style="font-weight: 600;">-</span><span class="n" style="color: #333;">current_node_pair</span><span class="p">.</span><span class="n" style="color: #333;">first</span><span class="p">)</span> <span class="o" style="font-weight: 600;">></span> <span class="n" style="color: #333;">lowerBound</span><span class="idiff left"> </span><span class="o" style="font-weight: 600;"><span class="idiff">&&</span></span><span class="idiff"> </span><span class="p"><span class="idiff">(</span></span><span class="n" style="color: #333;"><span class="idiff">top_candidates</span></span><span class="p"><span class="idiff">.</span></span><span class="n" style="color: #333;"><span class="idiff">size</span></span><span class="p"><span class="idiff">()</span></span><span class="idiff"> </span><span class="o" style="font-weight: 600;"><span class="idiff">==</span></span><span class="idiff"> </span><span class="n" style="color: #333;"><span class="idiff">ef</span></span><span class="idiff"> </span><span class="o" style="font-weight: 600;"><span class="idiff">||</span></span><span class="idiff"> </span><span class="n" style="color: #333;"><span class="idiff">has_deletions</span></span><span class="idiff"> </span><span class="o" style="font-weight: 600;"><span class="idiff">==</span></span><span class="idiff"> </span><span class="nb" style="color: #0086b3;"><span class="idiff">false</span></span><span class="p"><span class="idiff right">)</span>)</span> <span class="p">{</span></span>
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275
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268
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<pre style="margin: 0;"> <span id="LC268" class="line" lang="cpp"> <span class="k" style="font-weight: 600;">break</span><span class="p">;</span></span>
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276
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269
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<pre style="margin: 0;"> <span id="LC269" class="line" lang="cpp"> <span class="p">}</span></span>
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277
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270
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<pre style="margin: 0;"> <span id="LC270" class="line" lang="cpp"> <span class="n" style="color: #333;">candidate_set</span><span class="p">.</span><span class="n" style="color: #333;">pop</span><span class="p">();</span></span>
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<td class="diff-line-num unfold js-unfold old_line" data-linenumber="547" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">...</td>
<td class="diff-line-num unfold js-unfold new_line" data-linenumber="540" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">...</td>
<td class="line_content match " style="padding-left: 0.5em; padding-right: 0.5em; color: rgba(0,0,0,0.3);" bgcolor="#fafafa">@@ -547,7 +540,7 @@ namespace hnswlib {</td>
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547
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540
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<pre style="margin: 0;"> <span id="LC540" class="line" lang="cpp"> <span class="p">}</span></span>
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548
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541
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<pre style="margin: 0;"> <span id="LC541" class="line" lang="cpp"> <span class="p">}</span></span>
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549
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542
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<pre style="margin: 0;"> <span id="LC542" class="line" lang="cpp"></span>
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550
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<pre style="margin: 0;">-<span id="LC550" class="line" lang="cpp"> <span class="k" style="font-weight: 600;">if</span> <span class="p">(</span><span class="n" style="color: #333;"><span class="idiff left">has</span>_delet<span class="idiff right">ions</span>_</span><span class="p">)</span> <span class="p">{</span></span>
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<pre style="margin: 0;">+<span id="LC543" class="line" lang="cpp"> <span class="k" style="font-weight: 600;">if</span> <span class="p">(</span><span class="n" style="color: #333;"><span class="idiff left">num</span>_delet<span class="idiff right">ed</span>_</span><span class="p">)</span> <span class="p">{</span></span>
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544
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<pre style="margin: 0;"> <span id="LC544" class="line" lang="cpp"> <span class="n" style="color: #333;">std</span><span class="o" style="font-weight: 600;">::</span><span class="n" style="color: #333;">priority_queue</span><span class="o" style="font-weight: 600;"><</span><span class="n" style="color: #333;">std</span><span class="o" style="font-weight: 600;">::</span><span class="n" style="color: #333;">pair</span><span class="o" style="font-weight: 600;"><</span><span class="n" style="color: #333;">dist_t</span><span class="p">,</span> <span class="n" style="color: #333;">tableint</span> <span class="o" style="font-weight: 600;">>></span> <span class="n" style="color: #333;">top_candidates1</span><span class="o" style="font-weight: 600;">=</span><span class="n" style="color: #333;">searchBaseLayerST</span><span class="o" style="font-weight: 600;"><</span><span class="nb" style="color: #0086b3;">true</span><span class="o" style="font-weight: 600;">></span><span class="p">(</span><span class="n" style="color: #333;">currObj</span><span class="p">,</span> <span class="n" style="color: #333;">query_data</span><span class="p">,</span></span>
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<pre style="margin: 0;"> <span id="LC545" class="line" lang="cpp"> <span class="n" style="color: #333;">ef_</span><span class="p">);</span></span>
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546
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<pre style="margin: 0;"> <span id="LC546" class="line" lang="cpp"> <span class="n" style="color: #333;">top_candidates</span><span class="p">.</span><span class="n" style="color: #333;">swap</span><span class="p">(</span><span class="n" style="color: #333;">top_candidates1</span><span class="p">);</span></span>
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<td class="line_content match " style="padding-left: 0.5em; padding-right: 0.5em; color: rgba(0,0,0,0.3);" bgcolor="#fafafa">@@ -623,8 +616,6 @@ namespace hnswlib {</td>
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616
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<pre style="margin: 0;"> <span id="LC616" class="line" lang="cpp"> <span class="p">}</span></span>
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<pre style="margin: 0;"> <span id="LC617" class="line" lang="cpp"></span>
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618
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<pre style="margin: 0;"> <span id="LC618" class="line" lang="cpp"> <span class="kt" style="color: #458; font-weight: 600;">void</span> <span class="n" style="color: #333;">loadIndex</span><span class="p">(</span><span class="k" style="font-weight: 600;">const</span> <span class="n" style="color: #333;">std</span><span class="o" style="font-weight: 600;">::</span><span class="n" style="color: #333;">string</span> <span class="o" style="font-weight: 600;">&</span><span class="n" style="color: #333;">location</span><span class="p">,</span> <span class="n" style="color: #333;">SpaceInterface</span><span class="o" style="font-weight: 600;"><</span><span class="n" style="color: #333;">dist_t</span><span class="o" style="font-weight: 600;">></span> <span class="o" style="font-weight: 600;">*</span><span class="n" style="color: #333;">s</span><span class="p">,</span> <span class="kt" style="color: #458; font-weight: 600;">size_t</span> <span class="n" style="color: #333;">max_elements_i</span><span class="o" style="font-weight: 600;">=</span><span class="mi" style="color: #099;">0</span><span class="p">)</span> <span class="p">{</span></span>
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<pre style="margin: 0;">-<span id="LC626" class="line" lang="cpp"></span>
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<pre style="margin: 0;">-<span id="LC627" class="line" lang="cpp"></span>
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<pre style="margin: 0;"> <span id="LC619" class="line" lang="cpp"> <span class="n" style="color: #333;">std</span><span class="o" style="font-weight: 600;">::</span><span class="n" style="color: #333;">ifstream</span> <span class="n" style="color: #333;">input</span><span class="p">(</span><span class="n" style="color: #333;">location</span><span class="p">,</span> <span class="n" style="color: #333;">std</span><span class="o" style="font-weight: 600;">::</span><span class="n" style="color: #333;">ios</span><span class="o" style="font-weight: 600;">::</span><span class="n" style="color: #333;">binary</span><span class="p">);</span></span>
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<pre style="margin: 0;"> <span id="LC620" class="line" lang="cpp"></span>
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<pre style="margin: 0;"> <span id="LC621" class="line" lang="cpp"> <span class="k" style="font-weight: 600;">if</span> <span class="p">(</span><span class="o" style="font-weight: 600;">!</span><span class="n" style="color: #333;">input</span><span class="p">.</span><span class="n" style="color: #333;">is_open</span><span class="p">())</span></span>
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<td class="line_content match " style="padding-left: 0.5em; padding-right: 0.5em; color: rgba(0,0,0,0.3);" bgcolor="#fafafa">@@ -639,7 +630,7 @@ namespace hnswlib {</td>
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<pre style="margin: 0;"> <span id="LC630" class="line" lang="cpp"> <span class="n" style="color: #333;">readBinaryPOD</span><span class="p">(</span><span class="n" style="color: #333;">input</span><span class="p">,</span> <span class="n" style="color: #333;">max_elements_</span><span class="p">);</span></span>
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<pre style="margin: 0;"> <span id="LC631" class="line" lang="cpp"> <span class="n" style="color: #333;">readBinaryPOD</span><span class="p">(</span><span class="n" style="color: #333;">input</span><span class="p">,</span> <span class="n" style="color: #333;">cur_element_count</span><span class="p">);</span></span>
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<pre style="margin: 0;"> <span id="LC632" class="line" lang="cpp"></span>
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<pre style="margin: 0;">-<span id="LC642" class="line" lang="cpp"> <span class="kt" style="color: #458; font-weight: 600;">size_t</span> <span class="n" style="color: #333;">max_elements</span><span class="o" style="font-weight: 600;"><span class="idiff left right">=</span></span><span class="n" style="color: #333;">max_elements_i</span><span class="p">;</span></span>
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<pre style="margin: 0;">+<span id="LC633" class="line" lang="cpp"> <span class="kt" style="color: #458; font-weight: 600;">size_t</span> <span class="n" style="color: #333;">max_elements</span><span class="idiff left"> </span><span class="o" style="font-weight: 600;"><span class="idiff">=</span></span><span class="idiff right"> </span><span class="n" style="color: #333;">max_elements_i</span><span class="p">;</span></span>
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<pre style="margin: 0;"> <span id="LC634" class="line" lang="cpp"> <span class="k" style="font-weight: 600;">if</span><span class="p">(</span><span class="n" style="color: #333;">max_elements</span> <span class="o" style="font-weight: 600;"><</span> <span class="n" style="color: #333;">cur_element_count</span><span class="p">)</span></span>
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<pre style="margin: 0;"> <span id="LC635" class="line" lang="cpp"> <span class="n" style="color: #333;">max_elements</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">max_elements_</span><span class="p">;</span></span>
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<pre style="margin: 0;"> <span id="LC636" class="line" lang="cpp"> <span class="n" style="color: #333;">max_elements_</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">max_elements</span><span class="p">;</span></span>
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<td class="line_content match " style="padding-left: 0.5em; padding-right: 0.5em; color: rgba(0,0,0,0.3);" bgcolor="#fafafa">@@ -688,26 +679,19 @@ namespace hnswlib {</td>
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<pre style="margin: 0;"> <span id="LC679" class="line" lang="cpp"></span>
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<pre style="margin: 0;"> <span id="LC680" class="line" lang="cpp"> <span class="n" style="color: #333;">input</span><span class="p">.</span><span class="n" style="color: #333;">seekg</span><span class="p">(</span><span class="n" style="color: #333;">pos</span><span class="p">,</span><span class="n" style="color: #333;">input</span><span class="p">.</span><span class="n" style="color: #333;">beg</span><span class="p">);</span></span>
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<pre style="margin: 0;"> <span id="LC681" class="line" lang="cpp"></span>
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<pre style="margin: 0;">-<span id="LC691" class="line" lang="cpp"></span>
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<pre style="margin: 0;"> <span id="LC682" class="line" lang="cpp"> <span class="n" style="color: #333;">data_level0_memory_</span> <span class="o" style="font-weight: 600;">=</span> <span class="p">(</span><span class="kt" style="color: #458; font-weight: 600;">char</span> <span class="o" style="font-weight: 600;">*</span><span class="p">)</span> <span class="n" style="color: #333;">malloc</span><span class="p">(</span><span class="n" style="color: #333;">max_elements</span> <span class="o" style="font-weight: 600;">*</span> <span class="n" style="color: #333;">size_data_per_element_</span><span class="p">);</span></span>
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<pre style="margin: 0;"> <span id="LC683" class="line" lang="cpp"> <span class="k" style="font-weight: 600;">if</span> <span class="p">(</span><span class="n" style="color: #333;">data_level0_memory_</span> <span class="o" style="font-weight: 600;">==</span> <span class="nb" style="color: #0086b3;">nullptr</span><span class="p">)</span></span>
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<pre style="margin: 0;"> <span id="LC684" class="line" lang="cpp"> <span class="k" style="font-weight: 600;">throw</span> <span class="n" style="color: #333;">std</span><span class="o" style="font-weight: 600;">::</span><span class="n" style="color: #333;">runtime_error</span><span class="p">(</span><span class="s" style="color: #d14;">"Not enough memory: loadIndex failed to allocate level0"</span><span class="p">);</span></span>
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<pre style="margin: 0;"> <span id="LC685" class="line" lang="cpp"> <span class="n" style="color: #333;">input</span><span class="p">.</span><span class="n" style="color: #333;">read</span><span class="p">(</span><span class="n" style="color: #333;">data_level0_memory_</span><span class="p">,</span> <span class="n" style="color: #333;">cur_element_count</span> <span class="o" style="font-weight: 600;">*</span> <span class="n" style="color: #333;">size_data_per_element_</span><span class="p">);</span></span>
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<pre style="margin: 0;"> <span id="LC686" class="line" lang="cpp"></span>
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<pre style="margin: 0;">-<span id="LC697" class="line" lang="cpp"></span>
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<pre style="margin: 0;"> <span id="LC687" class="line" lang="cpp"> <span class="n" style="color: #333;">size_links_per_element_</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">maxM_</span> <span class="o" style="font-weight: 600;">*</span> <span class="k" style="font-weight: 600;">sizeof</span><span class="p">(</span><span class="n" style="color: #333;">tableint</span><span class="p">)</span> <span class="o" style="font-weight: 600;">+</span> <span class="k" style="font-weight: 600;">sizeof</span><span class="p">(</span><span class="n" style="color: #333;">linklistsizeint</span><span class="p">);</span></span>
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<pre style="margin: 0;"> <span id="LC688" class="line" lang="cpp"></span>
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<pre style="margin: 0;">-<span id="LC702" class="line" lang="cpp"></span>
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<pre style="margin: 0;"> <span id="LC689" class="line" lang="cpp"> <span class="n" style="color: #333;">size_links_level0_</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">maxM0_</span> <span class="o" style="font-weight: 600;">*</span> <span class="k" style="font-weight: 600;">sizeof</span><span class="p">(</span><span class="n" style="color: #333;">tableint</span><span class="p">)</span> <span class="o" style="font-weight: 600;">+</span> <span class="k" style="font-weight: 600;">sizeof</span><span class="p">(</span><span class="n" style="color: #333;">linklistsizeint</span><span class="p">);</span></span>
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<pre style="margin: 0;"> <span id="LC690" class="line" lang="cpp"> <span class="n" style="color: #333;">std</span><span class="o" style="font-weight: 600;">::</span><span class="n" style="color: #333;">vector</span><span class="o" style="font-weight: 600;"><</span><span class="n" style="color: #333;">std</span><span class="o" style="font-weight: 600;">::</span><span class="n" style="color: #333;">mutex</span><span class="o" style="font-weight: 600;">></span><span class="p">(</span><span class="n" style="color: #333;">max_elements</span><span class="p">).</span><span class="n" style="color: #333;">swap</span><span class="p">(</span><span class="n" style="color: #333;">link_list_locks_</span><span class="p">);</span></span>
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<pre style="margin: 0;"> <span id="LC691" class="line" lang="cpp"> <span class="n" style="color: #333;">std</span><span class="o" style="font-weight: 600;">::</span><span class="n" style="color: #333;">vector</span><span class="o" style="font-weight: 600;"><</span><span class="n" style="color: #333;">std</span><span class="o" style="font-weight: 600;">::</span><span class="n" style="color: #333;">mutex</span><span class="o" style="font-weight: 600;">></span><span class="p">(</span><span class="n" style="color: #333;">max_update_element_locks</span><span class="p">).</span><span class="n" style="color: #333;">swap</span><span class="p">(</span><span class="n" style="color: #333;">link_list_update_locks_</span><span class="p">);</span></span>
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<pre style="margin: 0;"> <span id="LC693" class="line" lang="cpp"> <span class="n" style="color: #333;">visited_list_pool_</span> <span class="o" style="font-weight: 600;">=</span> <span class="k" style="font-weight: 600;">new</span> <span class="n" style="color: #333;">VisitedListPool</span><span class="p">(</span><span class="mi" style="color: #099;">1</span><span class="p">,</span> <span class="n" style="color: #333;">max_elements</span><span class="p">);</span></span>
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694
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<pre style="margin: 0;"> <span id="LC694" class="line" lang="cpp"></span>
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<pre style="margin: 0;">-<span id="LC710" class="line" lang="cpp"></span>
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<pre style="margin: 0;"> <span id="LC695" class="line" lang="cpp"> <span class="n" style="color: #333;">linkLists_</span> <span class="o" style="font-weight: 600;">=</span> <span class="p">(</span><span class="kt" style="color: #458; font-weight: 600;">char</span> <span class="o" style="font-weight: 600;">**</span><span class="p">)</span> <span class="n" style="color: #333;">malloc</span><span class="p">(</span><span class="k" style="font-weight: 600;">sizeof</span><span class="p">(</span><span class="kt" style="color: #458; font-weight: 600;">void</span> <span class="o" style="font-weight: 600;">*</span><span class="p">)</span> <span class="o" style="font-weight: 600;">*</span> <span class="n" style="color: #333;">max_elements</span><span class="p">);</span></span>
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712
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696
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<pre style="margin: 0;"> <span id="LC696" class="line" lang="cpp"> <span class="k" style="font-weight: 600;">if</span> <span class="p">(</span><span class="n" style="color: #333;">linkLists_</span> <span class="o" style="font-weight: 600;">==</span> <span class="nb" style="color: #0086b3;">nullptr</span><span class="p">)</span></span>
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713
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697
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<pre style="margin: 0;"> <span id="LC697" class="line" lang="cpp"> <span class="k" style="font-weight: 600;">throw</span> <span class="n" style="color: #333;">std</span><span class="o" style="font-weight: 600;">::</span><span class="n" style="color: #333;">runtime_error</span><span class="p">(</span><span class="s" style="color: #d14;">"Not enough memory: loadIndex failed to allocate linklists"</span><span class="p">);</span></span>
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<td class="line_content match " style="padding-left: 0.5em; padding-right: 0.5em; color: rgba(0,0,0,0.3);" bgcolor="#fafafa">@@ -731,11 +715,9 @@ namespace hnswlib {</td>
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715
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<pre style="margin: 0;"> <span id="LC715" class="line" lang="cpp"> <span class="p">}</span></span>
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716
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<pre style="margin: 0;"> <span id="LC716" class="line" lang="cpp"> <span class="p">}</span></span>
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717
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<pre style="margin: 0;"> <span id="LC717" class="line" lang="cpp"></span>
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<pre style="margin: 0;">-<span id="LC734" class="line" lang="cpp"> <span class="n" style="color: #333;">has_deletions_</span><span class="o" style="font-weight: 600;">=</span><span class="nb" style="color: #0086b3;">false</span><span class="p">;</span></span>
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<pre style="margin: 0;">-<span id="LC735" class="line" lang="cpp"></span>
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736
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718
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<pre style="margin: 0;"> <span id="LC718" class="line" lang="cpp"> <span class="k" style="font-weight: 600;">for</span> <span class="p">(</span><span class="kt" style="color: #458; font-weight: 600;">size_t</span> <span class="n" style="color: #333;">i</span> <span class="o" style="font-weight: 600;">=</span> <span class="mi" style="color: #099;">0</span><span class="p">;</span> <span class="n" style="color: #333;">i</span> <span class="o" style="font-weight: 600;"><</span> <span class="n" style="color: #333;">cur_element_count</span><span class="p">;</span> <span class="n" style="color: #333;">i</span><span class="o" style="font-weight: 600;">++</span><span class="p">)</span> <span class="p">{</span></span>
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719
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<pre style="margin: 0;"> <span id="LC719" class="line" lang="cpp"> <span class="k" style="font-weight: 600;">if</span><span class="p">(</span><span class="n" style="color: #333;">isMarkedDeleted</span><span class="p">(</span><span class="n" style="color: #333;">i</span><span class="p">))</span></span>
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738
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<pre style="margin: 0;">-<span id="LC738" class="line" lang="cpp"> <span class="n" style="color: #333;"><span class="idiff left">has</span>_delet<span class="idiff">ions_</span></span><span class="o" style="font-weight: 600;"><span class="idiff">=</span></span><span class="nb" style="color: #0086b3;"><span class="idiff right">true</span></span><span class="p">;</span></span>
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720
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<pre style="margin: 0;">+<span id="LC720" class="line" lang="cpp"> <span class="n" style="color: #333;"><span class="idiff left">num</span>_delet<span class="idiff">ed_</span></span><span class="idiff"> </span><span class="o" style="font-weight: 600;"><span class="idiff">+=</span></span><span class="idiff"> </span><span class="mi" style="color: #099;"><span class="idiff right">1</span></span><span class="p">;</span></span>
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739
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721
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<pre style="margin: 0;"> <span id="LC721" class="line" lang="cpp"> <span class="p">}</span></span>
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722
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<pre style="margin: 0;"> <span id="LC722" class="line" lang="cpp"></span>
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741
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723
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<pre style="margin: 0;"> <span id="LC723" class="line" lang="cpp"> <span class="n" style="color: #333;">input</span><span class="p">.</span><span class="n" style="color: #333;">close</span><span class="p">();</span></span>
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<td class="line_content match " style="padding-left: 0.5em; padding-right: 0.5em; color: rgba(0,0,0,0.3);" bgcolor="#fafafa">@@ -744,7 +726,7 @@ namespace hnswlib {</td>
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726
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<pre style="margin: 0;"> <span id="LC726" class="line" lang="cpp"> <span class="p">}</span></span>
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727
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<pre style="margin: 0;"> <span id="LC727" class="line" lang="cpp"></span>
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728
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<pre style="margin: 0;"> <span id="LC728" class="line" lang="cpp"> <span class="k" style="font-weight: 600;">template</span><span class="o" style="font-weight: 600;"><</span><span class="k" style="font-weight: 600;">typename</span> <span class="nc" style="color: #458; font-weight: 600;">data_t</span><span class="p">></span></span>
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<pre style="margin: 0;">-<span id="LC747" class="line" lang="cpp"> <span class="n" style="color: #333;">std</span><span class="o" style="font-weight: 600;">::</span><span class="n" style="color: #333;">vector</span><span class="o" style="font-weight: 600;"><</span><span class="n" style="color: #333;">data_t</span><span class="o" style="font-weight: 600;">></span> <span class="n" style="color: #333;">getDataByLabel</span><span class="p">(</span><span class="n" style="color: #333;">labeltype</span> <span class="n" style="color: #333;">label</span><span class="p">)</span></span>
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<pre style="margin: 0;">+<span id="LC729" class="line" lang="cpp"> <span class="n" style="color: #333;">std</span><span class="o" style="font-weight: 600;">::</span><span class="n" style="color: #333;">vector</span><span class="o" style="font-weight: 600;"><</span><span class="n" style="color: #333;">data_t</span><span class="o" style="font-weight: 600;">></span> <span class="n" style="color: #333;">getDataByLabel</span><span class="p">(</span><span class="n" style="color: #333;">labeltype</span> <span class="n" style="color: #333;">label</span><span class="p">)</span><span class="idiff left"> </span><span class="k" style="font-weight: 600;"><span class="idiff right">const</span></span></span>
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<pre style="margin: 0;"> <span id="LC730" class="line" lang="cpp"> <span class="p">{</span></span>
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731
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<pre style="margin: 0;"> <span id="LC731" class="line" lang="cpp"> <span class="n" style="color: #333;">tableint</span> <span class="n" style="color: #333;">label_c</span><span class="p">;</span></span>
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732
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<pre style="margin: 0;"> <span id="LC732" class="line" lang="cpp"> <span class="k" style="font-weight: 600;">auto</span> <span class="n" style="color: #333;">search</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">label_lookup_</span><span class="p">.</span><span class="n" style="color: #333;">find</span><span class="p">(</span><span class="n" style="color: #333;">label</span><span class="p">);</span></span>
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<td class="line_content match " style="padding-left: 0.5em; padding-right: 0.5em; color: rgba(0,0,0,0.3);" bgcolor="#fafafa">@@ -765,19 +747,19 @@ namespace hnswlib {</td>
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<pre style="margin: 0;"> <span id="LC747" class="line" lang="cpp"> <span class="p">}</span></span>
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<pre style="margin: 0;"> <span id="LC748" class="line" lang="cpp"></span>
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<pre style="margin: 0;"> <span id="LC749" class="line" lang="cpp"> <span class="k" style="font-weight: 600;">static</span> <span class="k" style="font-weight: 600;">const</span> <span class="kt" style="color: #458; font-weight: 600;">unsigned</span> <span class="kt" style="color: #458; font-weight: 600;">char</span> <span class="n" style="color: #333;">DELETE_MARK</span> <span class="o" style="font-weight: 600;">=</span> <span class="mh" style="color: #099;">0x01</span><span class="p">;</span></span>
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<pre style="margin: 0;">-<span id="LC768" class="line" lang="cpp"><span class="c1" style="color: #998; font-style: italic;"><span class="idiff left right">//</span> static const unsigned char REUSE_MARK = 0x10;</span></span>
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<pre style="margin: 0;">+<span id="LC750" class="line" lang="cpp"><span class="idiff left"> </span> <span class="c1" style="color: #998; font-style: italic;"><span class="idiff right">//</span> static const unsigned char REUSE_MARK = 0x10;</span></span>
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<pre style="margin: 0;"> <span id="LC751" class="line" lang="cpp"> <span class="cm" style="color: #998; font-style: italic;">/**</span></span>
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<pre style="margin: 0;"> <span id="LC752" class="line" lang="cpp"><span class="cm" style="color: #998; font-style: italic;"> * Marks an element with the given label deleted, does NOT really change the current graph.</span></span>
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<pre style="margin: 0;"> <span id="LC753" class="line" lang="cpp"><span class="cm" style="color: #998; font-style: italic;"> * @param label</span></span>
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<pre style="margin: 0;"> <span id="LC754" class="line" lang="cpp"><span class="cm" style="color: #998; font-style: italic;"> */</span></span>
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<pre style="margin: 0;"> <span id="LC755" class="line" lang="cpp"> <span class="kt" style="color: #458; font-weight: 600;">void</span> <span class="n" style="color: #333;">markDelete</span><span class="p">(</span><span class="n" style="color: #333;">labeltype</span> <span class="n" style="color: #333;">label</span><span class="p">)</span></span>
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<pre style="margin: 0;"> <span id="LC756" class="line" lang="cpp"> <span class="p">{</span></span>
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<pre style="margin: 0;">-<span id="LC775" class="line" lang="cpp"> <span class="n" style="color: #333;">has_deletions_</span><span class="o" style="font-weight: 600;">=</span><span class="nb" style="color: #0086b3;">true</span><span class="p">;</span></span>
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<pre style="margin: 0;"> <span id="LC757" class="line" lang="cpp"> <span class="k" style="font-weight: 600;">auto</span> <span class="n" style="color: #333;">search</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">label_lookup_</span><span class="p">.</span><span class="n" style="color: #333;">find</span><span class="p">(</span><span class="n" style="color: #333;">label</span><span class="p">);</span></span>
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<pre style="margin: 0;"> <span id="LC758" class="line" lang="cpp"> <span class="k" style="font-weight: 600;">if</span> <span class="p">(</span><span class="n" style="color: #333;">search</span> <span class="o" style="font-weight: 600;">==</span> <span class="n" style="color: #333;">label_lookup_</span><span class="p">.</span><span class="n" style="color: #333;">end</span><span class="p">())</span> <span class="p">{</span></span>
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<pre style="margin: 0;"> <span id="LC759" class="line" lang="cpp"> <span class="k" style="font-weight: 600;">throw</span> <span class="n" style="color: #333;">std</span><span class="o" style="font-weight: 600;">::</span><span class="n" style="color: #333;">runtime_error</span><span class="p">(</span><span class="s" style="color: #d14;">"Label not found"</span><span class="p">);</span></span>
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<pre style="margin: 0;"> <span id="LC760" class="line" lang="cpp"> <span class="p">}</span></span>
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<pre style="margin: 0;">-<span id="LC780" class="line" lang="cpp"> <span class="n" style="color: #333;">markDeletedInternal</span><span class="p">(</span><span class="n" style="color: #333;">search</span><span class="o" style="font-weight: 600;">-></span><span class="n" style="color: #333;">second</span><span class="p">);</span></span>
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761
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<pre style="margin: 0;">+<span id="LC761" class="line" lang="cpp"> <span class="n" style="color: #333;">tableint</span> <span class="n" style="color: #333;">internalId</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">search</span><span class="o" style="font-weight: 600;">-></span><span class="n" style="color: #333;">second</span><span class="p">;</span></span>
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<pre style="margin: 0;">+<span id="LC762" class="line" lang="cpp"> <span class="n" style="color: #333;">markDeletedInternal</span><span class="p">(</span><span class="n" style="color: #333;">internalId</span><span class="p">);</span></span>
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<pre style="margin: 0;"> <span id="LC763" class="line" lang="cpp"> <span class="p">}</span></span>
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<pre style="margin: 0;"> <span id="LC764" class="line" lang="cpp"></span>
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<pre style="margin: 0;"> <span id="LC765" class="line" lang="cpp"> <span class="cm" style="color: #998; font-style: italic;">/**</span></span>
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<td class="line_content match " style="padding-left: 0.5em; padding-right: 0.5em; color: rgba(0,0,0,0.3);" bgcolor="#fafafa">@@ -786,8 +768,31 @@ namespace hnswlib {</td>
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<pre style="margin: 0;"> <span id="LC768" class="line" lang="cpp"><span class="cm" style="color: #998; font-style: italic;"> * @param internalId</span></span>
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<pre style="margin: 0;"> <span id="LC769" class="line" lang="cpp"><span class="cm" style="color: #998; font-style: italic;"> */</span></span>
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<pre style="margin: 0;"> <span id="LC770" class="line" lang="cpp"> <span class="kt" style="color: #458; font-weight: 600;">void</span> <span class="n" style="color: #333;">markDeletedInternal</span><span class="p">(</span><span class="n" style="color: #333;">tableint</span> <span class="n" style="color: #333;">internalId</span><span class="p">)</span> <span class="p">{</span></span>
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<pre style="margin: 0;">-<span id="LC789" class="line" lang="cpp"> <span class="kt" style="color: #458; font-weight: 600;">unsigned</span> <span class="kt" style="color: #458; font-weight: 600;">char</span> <span class="o" style="font-weight: 600;">*</span><span class="n" style="color: #333;">ll_cur</span> <span class="o" style="font-weight: 600;">=</span> <span class="p">((</span><span class="kt" style="color: #458; font-weight: 600;">unsigned</span> <span class="kt" style="color: #458; font-weight: 600;">char</span> <span class="o" style="font-weight: 600;">*</span><span class="p">)</span><span class="n" style="color: #333;">get_linklist0</span><span class="p">(</span><span class="n" style="color: #333;">internalId</span><span class="p">))</span><span class="o" style="font-weight: 600;">+</span><span class="mi" style="color: #099;">2</span><span class="p">;</span></span>
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<pre style="margin: 0;">-<span id="LC790" class="line" lang="cpp"> <span class="o" style="font-weight: 600;">*</span><span class="n" style="color: #333;">ll_cur</span> <span class="o" style="font-weight: 600;">|=</span> <span class="n" style="color: #333;">DELETE_MARK</span><span class="p">;</span></span>
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<pre style="margin: 0;">+<span id="LC771" class="line" lang="cpp"> <span class="n" style="color: #333;">assert</span><span class="p">(</span><span class="n" style="color: #333;">internalId</span> <span class="o" style="font-weight: 600;"><</span> <span class="n" style="color: #333;">cur_element_count</span><span class="p">);</span></span>
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<pre style="margin: 0;">+<span id="LC772" class="line" lang="cpp"> <span class="k" style="font-weight: 600;">if</span> <span class="p">(</span><span class="o" style="font-weight: 600;">!</span><span class="n" style="color: #333;">isMarkedDeleted</span><span class="p">(</span><span class="n" style="color: #333;">internalId</span><span class="p">))</span></span>
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<pre style="margin: 0;">+<span id="LC773" class="line" lang="cpp"> <span class="p">{</span></span>
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<pre style="margin: 0;">+<span id="LC774" class="line" lang="cpp"> <span class="kt" style="color: #458; font-weight: 600;">unsigned</span> <span class="kt" style="color: #458; font-weight: 600;">char</span> <span class="o" style="font-weight: 600;">*</span><span class="n" style="color: #333;">ll_cur</span> <span class="o" style="font-weight: 600;">=</span> <span class="p">((</span><span class="kt" style="color: #458; font-weight: 600;">unsigned</span> <span class="kt" style="color: #458; font-weight: 600;">char</span> <span class="o" style="font-weight: 600;">*</span><span class="p">)</span><span class="n" style="color: #333;">get_linklist0</span><span class="p">(</span><span class="n" style="color: #333;">internalId</span><span class="p">))</span><span class="o" style="font-weight: 600;">+</span><span class="mi" style="color: #099;">2</span><span class="p">;</span></span>
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<pre style="margin: 0;">+<span id="LC775" class="line" lang="cpp"> <span class="o" style="font-weight: 600;">*</span><span class="n" style="color: #333;">ll_cur</span> <span class="o" style="font-weight: 600;">|=</span> <span class="n" style="color: #333;">DELETE_MARK</span><span class="p">;</span></span>
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<pre style="margin: 0;">+<span id="LC776" class="line" lang="cpp"> <span class="n" style="color: #333;">num_deleted_</span> <span class="o" style="font-weight: 600;">+=</span> <span class="mi" style="color: #099;">1</span><span class="p">;</span></span>
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<pre style="margin: 0;">+<span id="LC777" class="line" lang="cpp"> <span class="p">}</span></span>
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<pre style="margin: 0;">+<span id="LC778" class="line" lang="cpp"> <span class="k" style="font-weight: 600;">else</span></span>
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<pre style="margin: 0;">+<span id="LC779" class="line" lang="cpp"> <span class="p">{</span></span>
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<pre style="margin: 0;">+<span id="LC780" class="line" lang="cpp"> <span class="k" style="font-weight: 600;">throw</span> <span class="n" style="color: #333;">std</span><span class="o" style="font-weight: 600;">::</span><span class="n" style="color: #333;">runtime_error</span><span class="p">(</span><span class="s" style="color: #d14;">"The requested to delete element is already deleted"</span><span class="p">);</span></span>
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<pre style="margin: 0;">+<span id="LC781" class="line" lang="cpp"> <span class="p">}</span></span>
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<pre style="margin: 0;">+<span id="LC782" class="line" lang="cpp"> <span class="p">}</span></span>
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<pre style="margin: 0;">+<span id="LC783" class="line" lang="cpp"></span>
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<pre style="margin: 0;">+<span id="LC784" class="line" lang="cpp"> <span class="cm" style="color: #998; font-style: italic;">/**</span></span>
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<pre style="margin: 0;">+<span id="LC785" class="line" lang="cpp"><span class="cm" style="color: #998; font-style: italic;"> * Remove the deleted mark of the node, does NOT really change the current graph.</span></span>
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<pre style="margin: 0;">+<span id="LC786" class="line" lang="cpp"><span class="cm" style="color: #998; font-style: italic;"> * @param label</span></span>
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<pre style="margin: 0;">+<span id="LC787" class="line" lang="cpp"><span class="cm" style="color: #998; font-style: italic;"> */</span></span>
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<pre style="margin: 0;">+<span id="LC788" class="line" lang="cpp"> <span class="kt" style="color: #458; font-weight: 600;">void</span> <span class="n" style="color: #333;">unmarkDelete</span><span class="p">(</span><span class="n" style="color: #333;">labeltype</span> <span class="n" style="color: #333;">label</span><span class="p">)</span></span>
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<pre style="margin: 0;">+<span id="LC789" class="line" lang="cpp"> <span class="p">{</span></span>
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790
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<pre style="margin: 0;">+<span id="LC790" class="line" lang="cpp"> <span class="k" style="font-weight: 600;">auto</span> <span class="n" style="color: #333;">search</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">label_lookup_</span><span class="p">.</span><span class="n" style="color: #333;">find</span><span class="p">(</span><span class="n" style="color: #333;">label</span><span class="p">);</span></span>
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<pre style="margin: 0;">+<span id="LC791" class="line" lang="cpp"> <span class="k" style="font-weight: 600;">if</span> <span class="p">(</span><span class="n" style="color: #333;">search</span> <span class="o" style="font-weight: 600;">==</span> <span class="n" style="color: #333;">label_lookup_</span><span class="p">.</span><span class="n" style="color: #333;">end</span><span class="p">())</span> <span class="p">{</span></span>
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<pre style="margin: 0;">+<span id="LC792" class="line" lang="cpp"> <span class="k" style="font-weight: 600;">throw</span> <span class="n" style="color: #333;">std</span><span class="o" style="font-weight: 600;">::</span><span class="n" style="color: #333;">runtime_error</span><span class="p">(</span><span class="s" style="color: #d14;">"Label not found"</span><span class="p">);</span></span>
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<pre style="margin: 0;">+<span id="LC793" class="line" lang="cpp"> <span class="p">}</span></span>
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<pre style="margin: 0;">+<span id="LC794" class="line" lang="cpp"> <span class="n" style="color: #333;">tableint</span> <span class="n" style="color: #333;">internalId</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">search</span><span class="o" style="font-weight: 600;">-></span><span class="n" style="color: #333;">second</span><span class="p">;</span></span>
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<pre style="margin: 0;">+<span id="LC795" class="line" lang="cpp"> <span class="n" style="color: #333;">unmarkDeletedInternal</span><span class="p">(</span><span class="n" style="color: #333;">internalId</span><span class="p">);</span></span>
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<pre style="margin: 0;"> <span id="LC796" class="line" lang="cpp"> <span class="p">}</span></span>
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<pre style="margin: 0;"> <span id="LC797" class="line" lang="cpp"></span>
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<pre style="margin: 0;"> <span id="LC798" class="line" lang="cpp"> <span class="cm" style="color: #998; font-style: italic;">/**</span></span>
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<td class="line_content match " style="padding-left: 0.5em; padding-right: 0.5em; color: rgba(0,0,0,0.3);" bgcolor="#fafafa">@@ -795,8 +800,17 @@ namespace hnswlib {</td>
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<pre style="margin: 0;"> <span id="LC800" class="line" lang="cpp"><span class="cm" style="color: #998; font-style: italic;"> * @param internalId</span></span>
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<pre style="margin: 0;"> <span id="LC801" class="line" lang="cpp"><span class="cm" style="color: #998; font-style: italic;"> */</span></span>
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<pre style="margin: 0;"> <span id="LC802" class="line" lang="cpp"> <span class="kt" style="color: #458; font-weight: 600;">void</span> <span class="n" style="color: #333;">unmarkDeletedInternal</span><span class="p">(</span><span class="n" style="color: #333;">tableint</span> <span class="n" style="color: #333;">internalId</span><span class="p">)</span> <span class="p">{</span></span>
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<pre style="margin: 0;">-<span id="LC798" class="line" lang="cpp"> <span class="kt" style="color: #458; font-weight: 600;">unsigned</span> <span class="kt" style="color: #458; font-weight: 600;">char</span> <span class="o" style="font-weight: 600;">*</span><span class="n" style="color: #333;">ll_cur</span> <span class="o" style="font-weight: 600;">=</span> <span class="p">((</span><span class="kt" style="color: #458; font-weight: 600;">unsigned</span> <span class="kt" style="color: #458; font-weight: 600;">char</span> <span class="o" style="font-weight: 600;">*</span><span class="p">)</span><span class="n" style="color: #333;">get_linklist0</span><span class="p">(</span><span class="n" style="color: #333;">internalId</span><span class="p">))</span><span class="o" style="font-weight: 600;">+</span><span class="mi" style="color: #099;">2</span><span class="p">;</span></span>
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<pre style="margin: 0;">-<span id="LC799" class="line" lang="cpp"> <span class="o" style="font-weight: 600;">*</span><span class="n" style="color: #333;">ll_cur</span> <span class="o" style="font-weight: 600;">&=</span> <span class="o" style="font-weight: 600;">~</span><span class="n" style="color: #333;">DELETE_MARK</span><span class="p">;</span></span>
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<pre style="margin: 0;">+<span id="LC803" class="line" lang="cpp"> <span class="n" style="color: #333;">assert</span><span class="p">(</span><span class="n" style="color: #333;">internalId</span> <span class="o" style="font-weight: 600;"><</span> <span class="n" style="color: #333;">cur_element_count</span><span class="p">);</span></span>
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804
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<pre style="margin: 0;">+<span id="LC804" class="line" lang="cpp"> <span class="k" style="font-weight: 600;">if</span> <span class="p">(</span><span class="n" style="color: #333;">isMarkedDeleted</span><span class="p">(</span><span class="n" style="color: #333;">internalId</span><span class="p">))</span></span>
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805
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<pre style="margin: 0;">+<span id="LC805" class="line" lang="cpp"> <span class="p">{</span></span>
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806
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<pre style="margin: 0;">+<span id="LC806" class="line" lang="cpp"> <span class="kt" style="color: #458; font-weight: 600;">unsigned</span> <span class="kt" style="color: #458; font-weight: 600;">char</span> <span class="o" style="font-weight: 600;">*</span><span class="n" style="color: #333;">ll_cur</span> <span class="o" style="font-weight: 600;">=</span> <span class="p">((</span><span class="kt" style="color: #458; font-weight: 600;">unsigned</span> <span class="kt" style="color: #458; font-weight: 600;">char</span> <span class="o" style="font-weight: 600;">*</span><span class="p">)</span><span class="n" style="color: #333;">get_linklist0</span><span class="p">(</span><span class="n" style="color: #333;">internalId</span><span class="p">))</span><span class="o" style="font-weight: 600;">+</span><span class="mi" style="color: #099;">2</span><span class="p">;</span></span>
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807
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<pre style="margin: 0;">+<span id="LC807" class="line" lang="cpp"> <span class="o" style="font-weight: 600;">*</span><span class="n" style="color: #333;">ll_cur</span> <span class="o" style="font-weight: 600;">&=</span> <span class="o" style="font-weight: 600;">~</span><span class="n" style="color: #333;">DELETE_MARK</span><span class="p">;</span></span>
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808
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<pre style="margin: 0;">+<span id="LC808" class="line" lang="cpp"> <span class="n" style="color: #333;">num_deleted_</span> <span class="o" style="font-weight: 600;">-=</span> <span class="mi" style="color: #099;">1</span><span class="p">;</span></span>
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809
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<pre style="margin: 0;">+<span id="LC809" class="line" lang="cpp"> <span class="p">}</span></span>
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810
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<pre style="margin: 0;">+<span id="LC810" class="line" lang="cpp"> <span class="k" style="font-weight: 600;">else</span></span>
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811
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<pre style="margin: 0;">+<span id="LC811" class="line" lang="cpp"> <span class="p">{</span></span>
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812
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<pre style="margin: 0;">+<span id="LC812" class="line" lang="cpp"> <span class="k" style="font-weight: 600;">throw</span> <span class="n" style="color: #333;">std</span><span class="o" style="font-weight: 600;">::</span><span class="n" style="color: #333;">runtime_error</span><span class="p">(</span><span class="s" style="color: #d14;">"The requested to undelete element is not deleted"</span><span class="p">);</span></span>
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<pre style="margin: 0;">+<span id="LC813" class="line" lang="cpp"> <span class="p">}</span></span>
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<pre style="margin: 0;"> <span id="LC814" class="line" lang="cpp"> <span class="p">}</span></span>
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815
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<pre style="margin: 0;"> <span id="LC815" class="line" lang="cpp"></span>
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<pre style="margin: 0;"> <span id="LC816" class="line" lang="cpp"> <span class="cm" style="color: #998; font-style: italic;">/**</span></span>
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<td class="line_content match " style="padding-left: 0.5em; padding-right: 0.5em; color: rgba(0,0,0,0.3);" bgcolor="#fafafa">@@ -857,8 +871,8 @@ namespace hnswlib {</td>
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857
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871
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<pre style="margin: 0;"> <span id="LC871" class="line" lang="cpp"> <span class="p">}</span></span>
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858
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872
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<pre style="margin: 0;"> <span id="LC872" class="line" lang="cpp"></span>
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859
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873
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<pre style="margin: 0;"> <span id="LC873" class="line" lang="cpp"> <span class="k" style="font-weight: 600;">for</span> <span class="p">(</span><span class="k" style="font-weight: 600;">auto</span><span class="o" style="font-weight: 600;">&&</span> <span class="n" style="color: #333;">neigh</span> <span class="o" style="font-weight: 600;">:</span> <span class="n" style="color: #333;">sNeigh</span><span class="p">)</span> <span class="p">{</span></span>
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860
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<pre style="margin: 0;">-<span id="LC860" class="line" lang="cpp"><span class="c1" style="color: #998; font-style: italic;"><span class="idiff left right">//</span> if (neigh == internalId)</span></span>
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861
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<pre style="margin: 0;">-<span id="LC861" class="line" lang="cpp"><span class="c1" style="color: #998; font-style: italic;"><span class="idiff left right">//</span> continue;</span></span>
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874
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<pre style="margin: 0;">+<span id="LC874" class="line" lang="cpp"><span class="idiff left"> </span> <span class="c1" style="color: #998; font-style: italic;"><span class="idiff right">//</span> if (neigh == internalId)</span></span>
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875
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<pre style="margin: 0;">+<span id="LC875" class="line" lang="cpp"><span class="idiff left"> </span> <span class="c1" style="color: #998; font-style: italic;"><span class="idiff right">//</span> continue;</span></span>
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<pre style="margin: 0;"> <span id="LC876" class="line" lang="cpp"></span>
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<pre style="margin: 0;"> <span id="LC877" class="line" lang="cpp"> <span class="n" style="color: #333;">std</span><span class="o" style="font-weight: 600;">::</span><span class="n" style="color: #333;">priority_queue</span><span class="o" style="font-weight: 600;"><</span><span class="n" style="color: #333;">std</span><span class="o" style="font-weight: 600;">::</span><span class="n" style="color: #333;">pair</span><span class="o" style="font-weight: 600;"><</span><span class="n" style="color: #333;">dist_t</span><span class="p">,</span> <span class="n" style="color: #333;">tableint</span><span class="o" style="font-weight: 600;">></span><span class="p">,</span> <span class="n" style="color: #333;">std</span><span class="o" style="font-weight: 600;">::</span><span class="n" style="color: #333;">vector</span><span class="o" style="font-weight: 600;"><</span><span class="n" style="color: #333;">std</span><span class="o" style="font-weight: 600;">::</span><span class="n" style="color: #333;">pair</span><span class="o" style="font-weight: 600;"><</span><span class="n" style="color: #333;">dist_t</span><span class="p">,</span> <span class="n" style="color: #333;">tableint</span><span class="o" style="font-weight: 600;">>></span><span class="p">,</span> <span class="n" style="color: #333;">CompareByFirst</span><span class="o" style="font-weight: 600;">></span> <span class="n" style="color: #333;">candidates</span><span class="p">;</span></span>
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878
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<pre style="margin: 0;"> <span id="LC878" class="line" lang="cpp"> <span class="kt" style="color: #458; font-weight: 600;">size_t</span> <span class="n" style="color: #333;">size</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">sCand</span><span class="p">.</span><span class="n" style="color: #333;">find</span><span class="p">(</span><span class="n" style="color: #333;">neigh</span><span class="p">)</span> <span class="o" style="font-weight: 600;">==</span> <span class="n" style="color: #333;">sCand</span><span class="p">.</span><span class="n" style="color: #333;">end</span><span class="p">()</span> <span class="o" style="font-weight: 600;">?</span> <span class="n" style="color: #333;">sCand</span><span class="p">.</span><span class="n" style="color: #333;">size</span><span class="p">()</span> <span class="o" style="font-weight: 600;">:</span> <span class="n" style="color: #333;">sCand</span><span class="p">.</span><span class="n" style="color: #333;">size</span><span class="p">()</span> <span class="o" style="font-weight: 600;">-</span> <span class="mi" style="color: #099;">1</span><span class="p">;</span> <span class="c1" style="color: #998; font-style: italic;">// sCand guaranteed to have size >= 1</span></span>
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<td class="line_content match " style="padding-left: 0.5em; padding-right: 0.5em; color: rgba(0,0,0,0.3);" bgcolor="#fafafa">@@ -1133,7 +1147,7 @@ namespace hnswlib {</td>
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1147
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<pre style="margin: 0;"> <span id="LC1147" class="line" lang="cpp"> <span class="p">}</span></span>
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1148
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<pre style="margin: 0;"> <span id="LC1148" class="line" lang="cpp"></span>
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1149
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<pre style="margin: 0;"> <span id="LC1149" class="line" lang="cpp"> <span class="n" style="color: #333;">std</span><span class="o" style="font-weight: 600;">::</span><span class="n" style="color: #333;">priority_queue</span><span class="o" style="font-weight: 600;"><</span><span class="n" style="color: #333;">std</span><span class="o" style="font-weight: 600;">::</span><span class="n" style="color: #333;">pair</span><span class="o" style="font-weight: 600;"><</span><span class="n" style="color: #333;">dist_t</span><span class="p">,</span> <span class="n" style="color: #333;">tableint</span><span class="o" style="font-weight: 600;">></span><span class="p">,</span> <span class="n" style="color: #333;">std</span><span class="o" style="font-weight: 600;">::</span><span class="n" style="color: #333;">vector</span><span class="o" style="font-weight: 600;"><</span><span class="n" style="color: #333;">std</span><span class="o" style="font-weight: 600;">::</span><span class="n" style="color: #333;">pair</span><span class="o" style="font-weight: 600;"><</span><span class="n" style="color: #333;">dist_t</span><span class="p">,</span> <span class="n" style="color: #333;">tableint</span><span class="o" style="font-weight: 600;">>></span><span class="p">,</span> <span class="n" style="color: #333;">CompareByFirst</span><span class="o" style="font-weight: 600;">></span> <span class="n" style="color: #333;">top_candidates</span><span class="p">;</span></span>
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1136
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<pre style="margin: 0;">-<span id="LC1136" class="line" lang="cpp"> <span class="k" style="font-weight: 600;">if</span> <span class="p">(</span><span class="n" style="color: #333;"><span class="idiff left">has</span>_delet<span class="idiff right">ions</span>_</span><span class="p">)</span> <span class="p">{</span></span>
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1150
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<pre style="margin: 0;">+<span id="LC1150" class="line" lang="cpp"> <span class="k" style="font-weight: 600;">if</span> <span class="p">(</span><span class="n" style="color: #333;"><span class="idiff left">num</span>_delet<span class="idiff right">ed</span>_</span><span class="p">)</span> <span class="p">{</span></span>
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1137
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1151
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<pre style="margin: 0;"> <span id="LC1151" class="line" lang="cpp"> <span class="n" style="color: #333;">top_candidates</span><span class="o" style="font-weight: 600;">=</span><span class="n" style="color: #333;">searchBaseLayerST</span><span class="o" style="font-weight: 600;"><</span><span class="nb" style="color: #0086b3;">true</span><span class="p">,</span><span class="nb" style="color: #0086b3;">true</span><span class="o" style="font-weight: 600;">></span><span class="p">(</span></span>
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1152
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<pre style="margin: 0;"> <span id="LC1152" class="line" lang="cpp"> <span class="n" style="color: #333;">currObj</span><span class="p">,</span> <span class="n" style="color: #333;">query_data</span><span class="p">,</span> <span class="n" style="color: #333;">std</span><span class="o" style="font-weight: 600;">::</span><span class="n" style="color: #333;">max</span><span class="p">(</span><span class="n" style="color: #333;">ef_</span><span class="p">,</span> <span class="n" style="color: #333;">k</span><span class="p">));</span></span>
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1139
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<pre style="margin: 0;"> <span id="LC1153" class="line" lang="cpp"> <span class="p">}</span></span>
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<td class="line_content match " style="padding-left: 0.5em; padding-right: 0.5em; color: rgba(0,0,0,0.3);" bgcolor="#fafafa">@@ -4,6 +4,9 @@</td>
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<pre style="margin: 0;"> <span id="LC4" class="line" lang="cpp"><span class="cp" style="color: #999; font-weight: 600;">#define USE_SSE</span></span>
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<pre style="margin: 0;"> <span id="LC5" class="line" lang="cpp"><span class="cp" style="color: #999; font-weight: 600;">#ifdef __AVX__</span></span>
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<pre style="margin: 0;"> <span id="LC6" class="line" lang="cpp"><span class="cp" style="color: #999; font-weight: 600;">#define USE_AVX</span></span>
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<pre style="margin: 0;">+<span id="LC7" class="line" lang="cpp"><span class="cp" style="color: #999; font-weight: 600;">#ifdef __AVX512F__</span></span>
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<pre style="margin: 0;">+<span id="LC8" class="line" lang="cpp"><span class="cp" style="color: #999; font-weight: 600;">#define USE_AVX512</span></span>
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<pre style="margin: 0;">+<span id="LC9" class="line" lang="cpp"><span class="cp" style="color: #999; font-weight: 600;">#endif</span></span>
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<pre style="margin: 0;"> <span id="LC10" class="line" lang="cpp"><span class="cp" style="color: #999; font-weight: 600;">#endif</span></span>
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<pre style="margin: 0;"> <span id="LC11" class="line" lang="cpp"><span class="cp" style="color: #999; font-weight: 600;">#endif</span></span>
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12
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<pre style="margin: 0;"> <span id="LC12" class="line" lang="cpp"><span class="cp" style="color: #999; font-weight: 600;">#endif</span></span>
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<td class="line_content match " style="padding-left: 0.5em; padding-right: 0.5em; color: rgba(0,0,0,0.3);" bgcolor="#fafafa">@@ -16,10 +19,16 @@</td>
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<pre style="margin: 0;"> <span id="LC19" class="line" lang="cpp"><span class="cp" style="color: #999; font-weight: 600;">#include <x86intrin.h></span></span>
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<pre style="margin: 0;"> <span id="LC20" class="line" lang="cpp"><span class="cp" style="color: #999; font-weight: 600;">#endif</span></span>
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21
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<pre style="margin: 0;"> <span id="LC21" class="line" lang="cpp"></span>
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<pre style="margin: 0;">+<span id="LC22" class="line" lang="cpp"><span class="cp" style="color: #999; font-weight: 600;">#if defined(USE_AVX512)</span></span>
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<pre style="margin: 0;">+<span id="LC23" class="line" lang="cpp"><span class="cp" style="color: #999; font-weight: 600;">#include <immintrin.h></span></span>
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24
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<pre style="margin: 0;">+<span id="LC24" class="line" lang="cpp"><span class="cp" style="color: #999; font-weight: 600;">#endif</span></span>
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<pre style="margin: 0;">+<span id="LC25" class="line" lang="cpp"></span>
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<pre style="margin: 0;"> <span id="LC26" class="line" lang="cpp"><span class="cp" style="color: #999; font-weight: 600;">#if defined(__GNUC__)</span></span>
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<pre style="margin: 0;"> <span id="LC27" class="line" lang="cpp"><span class="cp" style="color: #999; font-weight: 600;">#define PORTABLE_ALIGN32 __attribute__((aligned(32)))</span></span>
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<pre style="margin: 0;">+<span id="LC28" class="line" lang="cpp"><span class="cp" style="color: #999; font-weight: 600;">#define PORTABLE_ALIGN64 __attribute__((aligned(64)))</span></span>
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<pre style="margin: 0;"> <span id="LC29" class="line" lang="cpp"><span class="cp" style="color: #999; font-weight: 600;">#else</span></span>
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<pre style="margin: 0;"> <span id="LC30" class="line" lang="cpp"><span class="cp" style="color: #999; font-weight: 600;">#define PORTABLE_ALIGN32 __declspec(align(32))</span></span>
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<pre style="margin: 0;">+<span id="LC31" class="line" lang="cpp"><span class="cp" style="color: #999; font-weight: 600;">#define PORTABLE_ALIGN64 __declspec(align(64))</span></span>
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<pre style="margin: 0;"> <span id="LC32" class="line" lang="cpp"><span class="cp" style="color: #999; font-weight: 600;">#endif</span></span>
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<pre style="margin: 0;"> <span id="LC33" class="line" lang="cpp"><span class="cp" style="color: #999; font-weight: 600;">#endif</span></span>
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<pre style="margin: 0;"> <span id="LC34" class="line" lang="cpp"></span>
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<li id="9bec72416df75dfd3300df480ebce909425086b3">
<a href="https://salsa.debian.org/med-team/hnswlib/-/commit/c6215c32397a67ee35133a8ae5f77e886f00c040#9bec72416df75dfd3300df480ebce909425086b3"><strong>hnswlib/space_ip.h</strong></a>
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<td class="line_content match " style="padding-left: 0.5em; padding-right: 0.5em; color: rgba(0,0,0,0.3);" bgcolor="#fafafa">@@ -124,7 +124,40 @@ namespace hnswlib {</td>
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124
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<pre style="margin: 0;"> <span id="LC124" class="line" lang="cpp"></span>
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<pre style="margin: 0;"> <span id="LC125" class="line" lang="cpp"><span class="cp" style="color: #999; font-weight: 600;">#endif</span></span>
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<pre style="margin: 0;"> <span id="LC126" class="line" lang="cpp"></span>
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<pre style="margin: 0;">-<span id="LC127" class="line" lang="cpp"><span class="cp" style="color: #999; font-weight: 600;">#if defined(USE_AVX)</span></span>
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<pre style="margin: 0;">+<span id="LC127" class="line" lang="cpp"></span>
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<pre style="margin: 0;">+<span id="LC128" class="line" lang="cpp"><span class="cp" style="color: #999; font-weight: 600;">#if defined(USE_AVX512)</span></span>
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129
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<pre style="margin: 0;">+<span id="LC129" class="line" lang="cpp"></span>
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130
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<pre style="margin: 0;">+<span id="LC130" class="line" lang="cpp"> <span class="k" style="font-weight: 600;">static</span> <span class="kt" style="color: #458; font-weight: 600;">float</span></span>
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131
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<pre style="margin: 0;">+<span id="LC131" class="line" lang="cpp"> <span class="n" style="color: #333;">InnerProductSIMD16Ext</span><span class="p">(</span><span class="k" style="font-weight: 600;">const</span> <span class="kt" style="color: #458; font-weight: 600;">void</span> <span class="o" style="font-weight: 600;">*</span><span class="n" style="color: #333;">pVect1v</span><span class="p">,</span> <span class="k" style="font-weight: 600;">const</span> <span class="kt" style="color: #458; font-weight: 600;">void</span> <span class="o" style="font-weight: 600;">*</span><span class="n" style="color: #333;">pVect2v</span><span class="p">,</span> <span class="k" style="font-weight: 600;">const</span> <span class="kt" style="color: #458; font-weight: 600;">void</span> <span class="o" style="font-weight: 600;">*</span><span class="n" style="color: #333;">qty_ptr</span><span class="p">)</span> <span class="p">{</span></span>
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132
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<pre style="margin: 0;">+<span id="LC132" class="line" lang="cpp"> <span class="kt" style="color: #458; font-weight: 600;">float</span> <span class="n" style="color: #333;">PORTABLE_ALIGN64</span> <span class="n" style="color: #333;">TmpRes</span><span class="p">[</span><span class="mi" style="color: #099;">16</span><span class="p">];</span></span>
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133
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<pre style="margin: 0;">+<span id="LC133" class="line" lang="cpp"> <span class="kt" style="color: #458; font-weight: 600;">float</span> <span class="o" style="font-weight: 600;">*</span><span class="n" style="color: #333;">pVect1</span> <span class="o" style="font-weight: 600;">=</span> <span class="p">(</span><span class="kt" style="color: #458; font-weight: 600;">float</span> <span class="o" style="font-weight: 600;">*</span><span class="p">)</span> <span class="n" style="color: #333;">pVect1v</span><span class="p">;</span></span>
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134
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<pre style="margin: 0;">+<span id="LC134" class="line" lang="cpp"> <span class="kt" style="color: #458; font-weight: 600;">float</span> <span class="o" style="font-weight: 600;">*</span><span class="n" style="color: #333;">pVect2</span> <span class="o" style="font-weight: 600;">=</span> <span class="p">(</span><span class="kt" style="color: #458; font-weight: 600;">float</span> <span class="o" style="font-weight: 600;">*</span><span class="p">)</span> <span class="n" style="color: #333;">pVect2v</span><span class="p">;</span></span>
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135
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<pre style="margin: 0;">+<span id="LC135" class="line" lang="cpp"> <span class="kt" style="color: #458; font-weight: 600;">size_t</span> <span class="n" style="color: #333;">qty</span> <span class="o" style="font-weight: 600;">=</span> <span class="o" style="font-weight: 600;">*</span><span class="p">((</span><span class="kt" style="color: #458; font-weight: 600;">size_t</span> <span class="o" style="font-weight: 600;">*</span><span class="p">)</span> <span class="n" style="color: #333;">qty_ptr</span><span class="p">);</span></span>
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136
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<pre style="margin: 0;">+<span id="LC136" class="line" lang="cpp"></span>
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137
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<pre style="margin: 0;">+<span id="LC137" class="line" lang="cpp"> <span class="kt" style="color: #458; font-weight: 600;">size_t</span> <span class="n" style="color: #333;">qty16</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">qty</span> <span class="o" style="font-weight: 600;">/</span> <span class="mi" style="color: #099;">16</span><span class="p">;</span></span>
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138
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<pre style="margin: 0;">+<span id="LC138" class="line" lang="cpp"></span>
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139
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<pre style="margin: 0;">+<span id="LC139" class="line" lang="cpp"></span>
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140
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<pre style="margin: 0;">+<span id="LC140" class="line" lang="cpp"> <span class="k" style="font-weight: 600;">const</span> <span class="kt" style="color: #458; font-weight: 600;">float</span> <span class="o" style="font-weight: 600;">*</span><span class="n" style="color: #333;">pEnd1</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">pVect1</span> <span class="o" style="font-weight: 600;">+</span> <span class="mi" style="color: #099;">16</span> <span class="o" style="font-weight: 600;">*</span> <span class="n" style="color: #333;">qty16</span><span class="p">;</span></span>
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141
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<pre style="margin: 0;">+<span id="LC141" class="line" lang="cpp"></span>
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142
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<pre style="margin: 0;">+<span id="LC142" class="line" lang="cpp"> <span class="n" style="color: #333;">__m512</span> <span class="n" style="color: #333;">sum512</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">_mm512_set1_ps</span><span class="p">(</span><span class="mi" style="color: #099;">0</span><span class="p">);</span></span>
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143
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<pre style="margin: 0;">+<span id="LC143" class="line" lang="cpp"></span>
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144
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<pre style="margin: 0;">+<span id="LC144" class="line" lang="cpp"> <span class="k" style="font-weight: 600;">while</span> <span class="p">(</span><span class="n" style="color: #333;">pVect1</span> <span class="o" style="font-weight: 600;"><</span> <span class="n" style="color: #333;">pEnd1</span><span class="p">)</span> <span class="p">{</span></span>
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145
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<pre style="margin: 0;">+<span id="LC145" class="line" lang="cpp"> <span class="c1" style="color: #998; font-style: italic;">//_mm_prefetch((char*)(pVect2 + 16), _MM_HINT_T0);</span></span>
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146
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<pre style="margin: 0;">+<span id="LC146" class="line" lang="cpp"></span>
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147
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<pre style="margin: 0;">+<span id="LC147" class="line" lang="cpp"> <span class="n" style="color: #333;">__m512</span> <span class="n" style="color: #333;">v1</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">_mm512_loadu_ps</span><span class="p">(</span><span class="n" style="color: #333;">pVect1</span><span class="p">);</span></span>
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148
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<pre style="margin: 0;">+<span id="LC148" class="line" lang="cpp"> <span class="n" style="color: #333;">pVect1</span> <span class="o" style="font-weight: 600;">+=</span> <span class="mi" style="color: #099;">16</span><span class="p">;</span></span>
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149
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<pre style="margin: 0;">+<span id="LC149" class="line" lang="cpp"> <span class="n" style="color: #333;">__m512</span> <span class="n" style="color: #333;">v2</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">_mm512_loadu_ps</span><span class="p">(</span><span class="n" style="color: #333;">pVect2</span><span class="p">);</span></span>
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<pre style="margin: 0;">+<span id="LC150" class="line" lang="cpp"> <span class="n" style="color: #333;">pVect2</span> <span class="o" style="font-weight: 600;">+=</span> <span class="mi" style="color: #099;">16</span><span class="p">;</span></span>
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<pre style="margin: 0;">+<span id="LC151" class="line" lang="cpp"> <span class="n" style="color: #333;">sum512</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">_mm512_add_ps</span><span class="p">(</span><span class="n" style="color: #333;">sum512</span><span class="p">,</span> <span class="n" style="color: #333;">_mm512_mul_ps</span><span class="p">(</span><span class="n" style="color: #333;">v1</span><span class="p">,</span> <span class="n" style="color: #333;">v2</span><span class="p">));</span></span>
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<pre style="margin: 0;">+<span id="LC152" class="line" lang="cpp"> <span class="p">}</span></span>
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153
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<pre style="margin: 0;">+<span id="LC153" class="line" lang="cpp"></span>
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154
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<pre style="margin: 0;">+<span id="LC154" class="line" lang="cpp"> <span class="n" style="color: #333;">_mm512_store_ps</span><span class="p">(</span><span class="n" style="color: #333;">TmpRes</span><span class="p">,</span> <span class="n" style="color: #333;">sum512</span><span class="p">);</span></span>
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<pre style="margin: 0;">+<span id="LC155" class="line" lang="cpp"> <span class="kt" style="color: #458; font-weight: 600;">float</span> <span class="n" style="color: #333;">sum</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">TmpRes</span><span class="p">[</span><span class="mi" style="color: #099;">0</span><span class="p">]</span> <span class="o" style="font-weight: 600;">+</span> <span class="n" style="color: #333;">TmpRes</span><span class="p">[</span><span class="mi" style="color: #099;">1</span><span class="p">]</span> <span class="o" style="font-weight: 600;">+</span> <span class="n" style="color: #333;">TmpRes</span><span class="p">[</span><span class="mi" style="color: #099;">2</span><span class="p">]</span> <span class="o" style="font-weight: 600;">+</span> <span class="n" style="color: #333;">TmpRes</span><span class="p">[</span><span class="mi" style="color: #099;">3</span><span class="p">]</span> <span class="o" style="font-weight: 600;">+</span> <span class="n" style="color: #333;">TmpRes</span><span class="p">[</span><span class="mi" style="color: #099;">4</span><span class="p">]</span> <span class="o" style="font-weight: 600;">+</span> <span class="n" style="color: #333;">TmpRes</span><span class="p">[</span><span class="mi" style="color: #099;">5</span><span class="p">]</span> <span class="o" style="font-weight: 600;">+</span> <span class="n" style="color: #333;">TmpRes</span><span class="p">[</span><span class="mi" style="color: #099;">6</span><span class="p">]</span> <span class="o" style="font-weight: 600;">+</span> <span class="n" style="color: #333;">TmpRes</span><span class="p">[</span><span class="mi" style="color: #099;">7</span><span class="p">]</span> <span class="o" style="font-weight: 600;">+</span> <span class="n" style="color: #333;">TmpRes</span><span class="p">[</span><span class="mi" style="color: #099;">8</span><span class="p">]</span> <span class="o" style="font-weight: 600;">+</span> <span class="n" style="color: #333;">TmpRes</span><span class="p">[</span><span class="mi" style="color: #099;">9</span><span class="p">]</span> <span class="o" style="font-weight: 600;">+</span> <span class="n" style="color: #333;">TmpRes</span><span class="p">[</span><span class="mi" style="color: #099;">10</span><span class="p">]</span> <span class="o" style="font-weight: 600;">+</span> <span class="n" style="color: #333;">TmpRes</span><span class="p">[</span><span class="mi" style="color: #099;">11</span><span class="p">]</span> <span class="o" style="font-weight: 600;">+</span> <span class="n" style="color: #333;">TmpRes</span><span class="p">[</span><span class="mi" style="color: #099;">12</span><span class="p">]</span> <span class="o" style="font-weight: 600;">+</span> <span class="n" style="color: #333;">TmpRes</span><span class="p">[</span><span class="mi" style="color: #099;">13</span><span class="p">]</span> <span class="o" style="font-weight: 600;">+</span> <span class="n" style="color: #333;">TmpRes</span><span class="p">[</span><span class="mi" style="color: #099;">14</span><span class="p">]</span> <span class="o" style="font-weight: 600;">+</span> <span class="n" style="color: #333;">TmpRes</span><span class="p">[</span><span class="mi" style="color: #099;">15</span><span class="p">];</span></span>
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<pre style="margin: 0;">+<span id="LC156" class="line" lang="cpp"></span>
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<pre style="margin: 0;">+<span id="LC157" class="line" lang="cpp"> <span class="k" style="font-weight: 600;">return</span> <span class="mf" style="color: #099;">1.0</span><span class="n" style="color: #333;">f</span> <span class="o" style="font-weight: 600;">-</span> <span class="n" style="color: #333;">sum</span><span class="p">;</span></span>
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158
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<pre style="margin: 0;">+<span id="LC158" class="line" lang="cpp"> <span class="p">}</span></span>
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<pre style="margin: 0;">+<span id="LC159" class="line" lang="cpp"></span>
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<pre style="margin: 0;">+<span id="LC160" class="line" lang="cpp"><span class="cp" style="color: #999; font-weight: 600;">#elif defined(USE_AVX)</span></span>
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<pre style="margin: 0;"> <span id="LC161" class="line" lang="cpp"></span>
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<pre style="margin: 0;"> <span id="LC162" class="line" lang="cpp"> <span class="k" style="font-weight: 600;">static</span> <span class="kt" style="color: #458; font-weight: 600;">float</span></span>
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<pre style="margin: 0;"> <span id="LC163" class="line" lang="cpp"> <span class="n" style="color: #333;">InnerProductSIMD16Ext</span><span class="p">(</span><span class="k" style="font-weight: 600;">const</span> <span class="kt" style="color: #458; font-weight: 600;">void</span> <span class="o" style="font-weight: 600;">*</span><span class="n" style="color: #333;">pVect1v</span><span class="p">,</span> <span class="k" style="font-weight: 600;">const</span> <span class="kt" style="color: #458; font-weight: 600;">void</span> <span class="o" style="font-weight: 600;">*</span><span class="n" style="color: #333;">pVect2v</span><span class="p">,</span> <span class="k" style="font-weight: 600;">const</span> <span class="kt" style="color: #458; font-weight: 600;">void</span> <span class="o" style="font-weight: 600;">*</span><span class="n" style="color: #333;">qty_ptr</span><span class="p">)</span> <span class="p">{</span></span>
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<td class="line_content match " style="padding-left: 0.5em; padding-right: 0.5em; color: rgba(0,0,0,0.3);" bgcolor="#fafafa">@@ -211,7 +244,7 @@ namespace hnswlib {</td>
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<pre style="margin: 0;"> <span id="LC244" class="line" lang="cpp"></span>
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<pre style="margin: 0;"> <span id="LC245" class="line" lang="cpp"><span class="cp" style="color: #999; font-weight: 600;">#endif</span></span>
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246
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<pre style="margin: 0;"> <span id="LC246" class="line" lang="cpp"></span>
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<pre style="margin: 0;">-<span id="LC214" class="line" lang="cpp"><span class="cp" style="color: #999; font-weight: 600;">#if defined(USE_SSE) || defined(USE_AVX)</span></span>
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<pre style="margin: 0;">+<span id="LC247" class="line" lang="cpp"><span class="cp" style="color: #999; font-weight: 600;">#if defined(USE_SSE) || defined(USE_AVX)<span class="idiff left right"> || defined(USE_AVX512)</span></span></span>
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<pre style="margin: 0;"> <span id="LC248" class="line" lang="cpp"> <span class="k" style="font-weight: 600;">static</span> <span class="kt" style="color: #458; font-weight: 600;">float</span></span>
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249
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<pre style="margin: 0;"> <span id="LC249" class="line" lang="cpp"> <span class="n" style="color: #333;">InnerProductSIMD16ExtResiduals</span><span class="p">(</span><span class="k" style="font-weight: 600;">const</span> <span class="kt" style="color: #458; font-weight: 600;">void</span> <span class="o" style="font-weight: 600;">*</span><span class="n" style="color: #333;">pVect1v</span><span class="p">,</span> <span class="k" style="font-weight: 600;">const</span> <span class="kt" style="color: #458; font-weight: 600;">void</span> <span class="o" style="font-weight: 600;">*</span><span class="n" style="color: #333;">pVect2v</span><span class="p">,</span> <span class="k" style="font-weight: 600;">const</span> <span class="kt" style="color: #458; font-weight: 600;">void</span> <span class="o" style="font-weight: 600;">*</span><span class="n" style="color: #333;">qty_ptr</span><span class="p">)</span> <span class="p">{</span></span>
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<pre style="margin: 0;"> <span id="LC250" class="line" lang="cpp"> <span class="kt" style="color: #458; font-weight: 600;">size_t</span> <span class="n" style="color: #333;">qty</span> <span class="o" style="font-weight: 600;">=</span> <span class="o" style="font-weight: 600;">*</span><span class="p">((</span><span class="kt" style="color: #458; font-weight: 600;">size_t</span> <span class="o" style="font-weight: 600;">*</span><span class="p">)</span> <span class="n" style="color: #333;">qty_ptr</span><span class="p">);</span></span>
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<td class="line_content match " style="padding-left: 0.5em; padding-right: 0.5em; color: rgba(0,0,0,0.3);" bgcolor="#fafafa">@@ -249,7 +282,7 @@ namespace hnswlib {</td>
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<pre style="margin: 0;"> <span id="LC282" class="line" lang="cpp"> <span class="nl">public:</span></span>
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<pre style="margin: 0;"> <span id="LC283" class="line" lang="cpp"> <span class="n" style="color: #333;">InnerProductSpace</span><span class="p">(</span><span class="kt" style="color: #458; font-weight: 600;">size_t</span> <span class="n" style="color: #333;">dim</span><span class="p">)</span> <span class="p">{</span></span>
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<pre style="margin: 0;"> <span id="LC284" class="line" lang="cpp"> <span class="n" style="color: #333;">fstdistfunc_</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">InnerProduct</span><span class="p">;</span></span>
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<pre style="margin: 0;">-<span id="LC252" class="line" lang="cpp"> <span class="cp" style="color: #999; font-weight: 600;">#if defined(USE_AVX) || defined(USE_SSE)</span></span>
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<pre style="margin: 0;">+<span id="LC285" class="line" lang="cpp"> <span class="cp" style="color: #999; font-weight: 600;">#if defined(USE_AVX) || defined(USE_SSE)<span class="idiff left right"> || defined(USE_AVX512)</span></span></span>
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<pre style="margin: 0;"> <span id="LC286" class="line" lang="cpp"> <span class="k" style="font-weight: 600;">if</span> <span class="p">(</span><span class="n" style="color: #333;">dim</span> <span class="o" style="font-weight: 600;">%</span> <span class="mi" style="color: #099;">16</span> <span class="o" style="font-weight: 600;">==</span> <span class="mi" style="color: #099;">0</span><span class="p">)</span></span>
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<pre style="margin: 0;"> <span id="LC287" class="line" lang="cpp"> <span class="n" style="color: #333;">fstdistfunc_</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">InnerProductSIMD16Ext</span><span class="p">;</span></span>
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<pre style="margin: 0;"> <span id="LC288" class="line" lang="cpp"> <span class="k" style="font-weight: 600;">else</span> <span class="k" style="font-weight: 600;">if</span> <span class="p">(</span><span class="n" style="color: #333;">dim</span> <span class="o" style="font-weight: 600;">%</span> <span class="mi" style="color: #099;">4</span> <span class="o" style="font-weight: 600;">==</span> <span class="mi" style="color: #099;">0</span><span class="p">)</span></span>
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<a href="https://salsa.debian.org/med-team/hnswlib/-/commit/c6215c32397a67ee35133a8ae5f77e886f00c040#02c9895b7da6eaa5e107a02345a1e43cec59bf13"><strong>hnswlib/space_l2.h</strong></a>
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<td class="line_content match " style="padding-left: 0.5em; padding-right: 0.5em; color: rgba(0,0,0,0.3);" bgcolor="#fafafa">@@ -19,7 +19,41 @@ namespace hnswlib {</td>
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<pre style="margin: 0;"> <span id="LC19" class="line" lang="cpp"> <span class="k" style="font-weight: 600;">return</span> <span class="p">(</span><span class="n" style="color: #333;">res</span><span class="p">);</span></span>
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<pre style="margin: 0;"> <span id="LC20" class="line" lang="cpp"> <span class="p">}</span></span>
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<pre style="margin: 0;"> <span id="LC21" class="line" lang="cpp"></span>
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<pre style="margin: 0;">-<span id="LC22" class="line" lang="cpp"><span class="cp" style="color: #999; font-weight: 600;">#if defined(USE_AVX)</span></span>
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<pre style="margin: 0;">+<span id="LC22" class="line" lang="cpp"><span class="cp" style="color: #999; font-weight: 600;">#if defined(USE_AVX512)</span></span>
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<pre style="margin: 0;">+<span id="LC23" class="line" lang="cpp"></span>
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<pre style="margin: 0;">+<span id="LC24" class="line" lang="cpp"> <span class="c1" style="color: #998; font-style: italic;">// Favor using AVX512 if available.</span></span>
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<pre style="margin: 0;">+<span id="LC25" class="line" lang="cpp"> <span class="k" style="font-weight: 600;">static</span> <span class="kt" style="color: #458; font-weight: 600;">float</span></span>
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<pre style="margin: 0;">+<span id="LC26" class="line" lang="cpp"> <span class="n" style="color: #333;">L2SqrSIMD16Ext</span><span class="p">(</span><span class="k" style="font-weight: 600;">const</span> <span class="kt" style="color: #458; font-weight: 600;">void</span> <span class="o" style="font-weight: 600;">*</span><span class="n" style="color: #333;">pVect1v</span><span class="p">,</span> <span class="k" style="font-weight: 600;">const</span> <span class="kt" style="color: #458; font-weight: 600;">void</span> <span class="o" style="font-weight: 600;">*</span><span class="n" style="color: #333;">pVect2v</span><span class="p">,</span> <span class="k" style="font-weight: 600;">const</span> <span class="kt" style="color: #458; font-weight: 600;">void</span> <span class="o" style="font-weight: 600;">*</span><span class="n" style="color: #333;">qty_ptr</span><span class="p">)</span> <span class="p">{</span></span>
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<pre style="margin: 0;">+<span id="LC27" class="line" lang="cpp"> <span class="kt" style="color: #458; font-weight: 600;">float</span> <span class="o" style="font-weight: 600;">*</span><span class="n" style="color: #333;">pVect1</span> <span class="o" style="font-weight: 600;">=</span> <span class="p">(</span><span class="kt" style="color: #458; font-weight: 600;">float</span> <span class="o" style="font-weight: 600;">*</span><span class="p">)</span> <span class="n" style="color: #333;">pVect1v</span><span class="p">;</span></span>
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<pre style="margin: 0;">+<span id="LC28" class="line" lang="cpp"> <span class="kt" style="color: #458; font-weight: 600;">float</span> <span class="o" style="font-weight: 600;">*</span><span class="n" style="color: #333;">pVect2</span> <span class="o" style="font-weight: 600;">=</span> <span class="p">(</span><span class="kt" style="color: #458; font-weight: 600;">float</span> <span class="o" style="font-weight: 600;">*</span><span class="p">)</span> <span class="n" style="color: #333;">pVect2v</span><span class="p">;</span></span>
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<pre style="margin: 0;">+<span id="LC29" class="line" lang="cpp"> <span class="kt" style="color: #458; font-weight: 600;">size_t</span> <span class="n" style="color: #333;">qty</span> <span class="o" style="font-weight: 600;">=</span> <span class="o" style="font-weight: 600;">*</span><span class="p">((</span><span class="kt" style="color: #458; font-weight: 600;">size_t</span> <span class="o" style="font-weight: 600;">*</span><span class="p">)</span> <span class="n" style="color: #333;">qty_ptr</span><span class="p">);</span></span>
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<pre style="margin: 0;">+<span id="LC30" class="line" lang="cpp"> <span class="kt" style="color: #458; font-weight: 600;">float</span> <span class="n" style="color: #333;">PORTABLE_ALIGN64</span> <span class="n" style="color: #333;">TmpRes</span><span class="p">[</span><span class="mi" style="color: #099;">16</span><span class="p">];</span></span>
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<pre style="margin: 0;">+<span id="LC31" class="line" lang="cpp"> <span class="kt" style="color: #458; font-weight: 600;">size_t</span> <span class="n" style="color: #333;">qty16</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">qty</span> <span class="o" style="font-weight: 600;">>></span> <span class="mi" style="color: #099;">4</span><span class="p">;</span></span>
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<pre style="margin: 0;">+<span id="LC32" class="line" lang="cpp"></span>
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<pre style="margin: 0;">+<span id="LC33" class="line" lang="cpp"> <span class="k" style="font-weight: 600;">const</span> <span class="kt" style="color: #458; font-weight: 600;">float</span> <span class="o" style="font-weight: 600;">*</span><span class="n" style="color: #333;">pEnd1</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">pVect1</span> <span class="o" style="font-weight: 600;">+</span> <span class="p">(</span><span class="n" style="color: #333;">qty16</span> <span class="o" style="font-weight: 600;"><<</span> <span class="mi" style="color: #099;">4</span><span class="p">);</span></span>
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<pre style="margin: 0;">+<span id="LC34" class="line" lang="cpp"></span>
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<pre style="margin: 0;">+<span id="LC35" class="line" lang="cpp"> <span class="n" style="color: #333;">__m512</span> <span class="n" style="color: #333;">diff</span><span class="p">,</span> <span class="n" style="color: #333;">v1</span><span class="p">,</span> <span class="n" style="color: #333;">v2</span><span class="p">;</span></span>
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<pre style="margin: 0;">+<span id="LC36" class="line" lang="cpp"> <span class="n" style="color: #333;">__m512</span> <span class="n" style="color: #333;">sum</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">_mm512_set1_ps</span><span class="p">(</span><span class="mi" style="color: #099;">0</span><span class="p">);</span></span>
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<pre style="margin: 0;">+<span id="LC37" class="line" lang="cpp"></span>
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<pre style="margin: 0;">+<span id="LC38" class="line" lang="cpp"> <span class="k" style="font-weight: 600;">while</span> <span class="p">(</span><span class="n" style="color: #333;">pVect1</span> <span class="o" style="font-weight: 600;"><</span> <span class="n" style="color: #333;">pEnd1</span><span class="p">)</span> <span class="p">{</span></span>
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<pre style="margin: 0;">+<span id="LC39" class="line" lang="cpp"> <span class="n" style="color: #333;">v1</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">_mm512_loadu_ps</span><span class="p">(</span><span class="n" style="color: #333;">pVect1</span><span class="p">);</span></span>
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<pre style="margin: 0;">+<span id="LC40" class="line" lang="cpp"> <span class="n" style="color: #333;">pVect1</span> <span class="o" style="font-weight: 600;">+=</span> <span class="mi" style="color: #099;">16</span><span class="p">;</span></span>
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<pre style="margin: 0;">+<span id="LC41" class="line" lang="cpp"> <span class="n" style="color: #333;">v2</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">_mm512_loadu_ps</span><span class="p">(</span><span class="n" style="color: #333;">pVect2</span><span class="p">);</span></span>
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<pre style="margin: 0;">+<span id="LC42" class="line" lang="cpp"> <span class="n" style="color: #333;">pVect2</span> <span class="o" style="font-weight: 600;">+=</span> <span class="mi" style="color: #099;">16</span><span class="p">;</span></span>
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<pre style="margin: 0;">+<span id="LC43" class="line" lang="cpp"> <span class="n" style="color: #333;">diff</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">_mm512_sub_ps</span><span class="p">(</span><span class="n" style="color: #333;">v1</span><span class="p">,</span> <span class="n" style="color: #333;">v2</span><span class="p">);</span></span>
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<pre style="margin: 0;">+<span id="LC44" class="line" lang="cpp"> <span class="c1" style="color: #998; font-style: italic;">// sum = _mm512_fmadd_ps(diff, diff, sum);</span></span>
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<pre style="margin: 0;">+<span id="LC45" class="line" lang="cpp"> <span class="n" style="color: #333;">sum</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">_mm512_add_ps</span><span class="p">(</span><span class="n" style="color: #333;">sum</span><span class="p">,</span> <span class="n" style="color: #333;">_mm512_mul_ps</span><span class="p">(</span><span class="n" style="color: #333;">diff</span><span class="p">,</span> <span class="n" style="color: #333;">diff</span><span class="p">));</span></span>
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<pre style="margin: 0;">+<span id="LC46" class="line" lang="cpp"> <span class="p">}</span></span>
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<pre style="margin: 0;">+<span id="LC47" class="line" lang="cpp"></span>
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<pre style="margin: 0;">+<span id="LC48" class="line" lang="cpp"> <span class="n" style="color: #333;">_mm512_store_ps</span><span class="p">(</span><span class="n" style="color: #333;">TmpRes</span><span class="p">,</span> <span class="n" style="color: #333;">sum</span><span class="p">);</span></span>
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<pre style="margin: 0;">+<span id="LC49" class="line" lang="cpp"> <span class="kt" style="color: #458; font-weight: 600;">float</span> <span class="n" style="color: #333;">res</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">TmpRes</span><span class="p">[</span><span class="mi" style="color: #099;">0</span><span class="p">]</span> <span class="o" style="font-weight: 600;">+</span> <span class="n" style="color: #333;">TmpRes</span><span class="p">[</span><span class="mi" style="color: #099;">1</span><span class="p">]</span> <span class="o" style="font-weight: 600;">+</span> <span class="n" style="color: #333;">TmpRes</span><span class="p">[</span><span class="mi" style="color: #099;">2</span><span class="p">]</span> <span class="o" style="font-weight: 600;">+</span> <span class="n" style="color: #333;">TmpRes</span><span class="p">[</span><span class="mi" style="color: #099;">3</span><span class="p">]</span> <span class="o" style="font-weight: 600;">+</span> <span class="n" style="color: #333;">TmpRes</span><span class="p">[</span><span class="mi" style="color: #099;">4</span><span class="p">]</span> <span class="o" style="font-weight: 600;">+</span> <span class="n" style="color: #333;">TmpRes</span><span class="p">[</span><span class="mi" style="color: #099;">5</span><span class="p">]</span> <span class="o" style="font-weight: 600;">+</span> <span class="n" style="color: #333;">TmpRes</span><span class="p">[</span><span class="mi" style="color: #099;">6</span><span class="p">]</span> <span class="o" style="font-weight: 600;">+</span></span>
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<pre style="margin: 0;">+<span id="LC50" class="line" lang="cpp"> <span class="n" style="color: #333;">TmpRes</span><span class="p">[</span><span class="mi" style="color: #099;">7</span><span class="p">]</span> <span class="o" style="font-weight: 600;">+</span> <span class="n" style="color: #333;">TmpRes</span><span class="p">[</span><span class="mi" style="color: #099;">8</span><span class="p">]</span> <span class="o" style="font-weight: 600;">+</span> <span class="n" style="color: #333;">TmpRes</span><span class="p">[</span><span class="mi" style="color: #099;">9</span><span class="p">]</span> <span class="o" style="font-weight: 600;">+</span> <span class="n" style="color: #333;">TmpRes</span><span class="p">[</span><span class="mi" style="color: #099;">10</span><span class="p">]</span> <span class="o" style="font-weight: 600;">+</span> <span class="n" style="color: #333;">TmpRes</span><span class="p">[</span><span class="mi" style="color: #099;">11</span><span class="p">]</span> <span class="o" style="font-weight: 600;">+</span> <span class="n" style="color: #333;">TmpRes</span><span class="p">[</span><span class="mi" style="color: #099;">12</span><span class="p">]</span> <span class="o" style="font-weight: 600;">+</span></span>
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<pre style="margin: 0;">+<span id="LC51" class="line" lang="cpp"> <span class="n" style="color: #333;">TmpRes</span><span class="p">[</span><span class="mi" style="color: #099;">13</span><span class="p">]</span> <span class="o" style="font-weight: 600;">+</span> <span class="n" style="color: #333;">TmpRes</span><span class="p">[</span><span class="mi" style="color: #099;">14</span><span class="p">]</span> <span class="o" style="font-weight: 600;">+</span> <span class="n" style="color: #333;">TmpRes</span><span class="p">[</span><span class="mi" style="color: #099;">15</span><span class="p">];</span></span>
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<pre style="margin: 0;">+<span id="LC52" class="line" lang="cpp"></span>
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<pre style="margin: 0;">+<span id="LC53" class="line" lang="cpp"> <span class="k" style="font-weight: 600;">return</span> <span class="p">(</span><span class="n" style="color: #333;">res</span><span class="p">);</span></span>
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<pre style="margin: 0;">+<span id="LC54" class="line" lang="cpp"><span class="p">}</span></span>
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<pre style="margin: 0;">+<span id="LC55" class="line" lang="cpp"></span>
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<pre style="margin: 0;">+<span id="LC56" class="line" lang="cpp"><span class="cp" style="color: #999; font-weight: 600;">#elif defined(USE_AVX)</span></span>
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<pre style="margin: 0;"> <span id="LC57" class="line" lang="cpp"></span>
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<pre style="margin: 0;"> <span id="LC58" class="line" lang="cpp"> <span class="c1" style="color: #998; font-style: italic;">// Favor using AVX if available.</span></span>
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<pre style="margin: 0;"> <span id="LC59" class="line" lang="cpp"> <span class="k" style="font-weight: 600;">static</span> <span class="kt" style="color: #458; font-weight: 600;">float</span></span>
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<td class="diff-line-num unfold js-unfold old_line" data-linenumber="106" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">...</td>
<td class="diff-line-num unfold js-unfold new_line" data-linenumber="140" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">...</td>
<td class="line_content match " style="padding-left: 0.5em; padding-right: 0.5em; color: rgba(0,0,0,0.3);" bgcolor="#fafafa">@@ -106,7 +140,7 @@ namespace hnswlib {</td>
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<pre style="margin: 0;"> <span id="LC140" class="line" lang="cpp"> <span class="p">}</span></span>
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141
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<pre style="margin: 0;"> <span id="LC141" class="line" lang="cpp"><span class="cp" style="color: #999; font-weight: 600;">#endif</span></span>
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142
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<pre style="margin: 0;"> <span id="LC142" class="line" lang="cpp"></span>
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<pre style="margin: 0;">-<span id="LC109" class="line" lang="cpp"><span class="cp" style="color: #999; font-weight: 600;">#if defined(USE_SSE) || defined(USE_AVX)</span></span>
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<pre style="margin: 0;">+<span id="LC143" class="line" lang="cpp"><span class="cp" style="color: #999; font-weight: 600;">#if defined(USE_SSE) || defined(USE_AVX)<span class="idiff left right"> || defined(USE_AVX512)</span></span></span>
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144
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<pre style="margin: 0;"> <span id="LC144" class="line" lang="cpp"> <span class="k" style="font-weight: 600;">static</span> <span class="kt" style="color: #458; font-weight: 600;">float</span></span>
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<pre style="margin: 0;"> <span id="LC145" class="line" lang="cpp"> <span class="n" style="color: #333;">L2SqrSIMD16ExtResiduals</span><span class="p">(</span><span class="k" style="font-weight: 600;">const</span> <span class="kt" style="color: #458; font-weight: 600;">void</span> <span class="o" style="font-weight: 600;">*</span><span class="n" style="color: #333;">pVect1v</span><span class="p">,</span> <span class="k" style="font-weight: 600;">const</span> <span class="kt" style="color: #458; font-weight: 600;">void</span> <span class="o" style="font-weight: 600;">*</span><span class="n" style="color: #333;">pVect2v</span><span class="p">,</span> <span class="k" style="font-weight: 600;">const</span> <span class="kt" style="color: #458; font-weight: 600;">void</span> <span class="o" style="font-weight: 600;">*</span><span class="n" style="color: #333;">qty_ptr</span><span class="p">)</span> <span class="p">{</span></span>
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146
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<pre style="margin: 0;"> <span id="LC146" class="line" lang="cpp"> <span class="kt" style="color: #458; font-weight: 600;">size_t</span> <span class="n" style="color: #333;">qty</span> <span class="o" style="font-weight: 600;">=</span> <span class="o" style="font-weight: 600;">*</span><span class="p">((</span><span class="kt" style="color: #458; font-weight: 600;">size_t</span> <span class="o" style="font-weight: 600;">*</span><span class="p">)</span> <span class="n" style="color: #333;">qty_ptr</span><span class="p">);</span></span>
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<td class="line_content match " style="padding-left: 0.5em; padding-right: 0.5em; color: rgba(0,0,0,0.3);" bgcolor="#fafafa">@@ -174,7 +208,7 @@ namespace hnswlib {</td>
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208
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<pre style="margin: 0;"> <span id="LC208" class="line" lang="cpp"> <span class="nl">public:</span></span>
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<pre style="margin: 0;"> <span id="LC209" class="line" lang="cpp"> <span class="n" style="color: #333;">L2Space</span><span class="p">(</span><span class="kt" style="color: #458; font-weight: 600;">size_t</span> <span class="n" style="color: #333;">dim</span><span class="p">)</span> <span class="p">{</span></span>
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176
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<pre style="margin: 0;"> <span id="LC210" class="line" lang="cpp"> <span class="n" style="color: #333;">fstdistfunc_</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">L2Sqr</span><span class="p">;</span></span>
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<pre style="margin: 0;">-<span id="LC177" class="line" lang="cpp"> <span class="cp" style="color: #999; font-weight: 600;">#if defined(USE_SSE) || defined(USE_AVX)</span></span>
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<pre style="margin: 0;">+<span id="LC211" class="line" lang="cpp"> <span class="cp" style="color: #999; font-weight: 600;">#if defined(USE_SSE) || defined(USE_AVX)<span class="idiff left right"> || defined(USE_AVX512)</span></span></span>
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<pre style="margin: 0;"> <span id="LC212" class="line" lang="cpp"> <span class="k" style="font-weight: 600;">if</span> <span class="p">(</span><span class="n" style="color: #333;">dim</span> <span class="o" style="font-weight: 600;">%</span> <span class="mi" style="color: #099;">16</span> <span class="o" style="font-weight: 600;">==</span> <span class="mi" style="color: #099;">0</span><span class="p">)</span></span>
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179
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<pre style="margin: 0;"> <span id="LC213" class="line" lang="cpp"> <span class="n" style="color: #333;">fstdistfunc_</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">L2SqrSIMD16Ext</span><span class="p">;</span></span>
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<pre style="margin: 0;"> <span id="LC214" class="line" lang="cpp"> <span class="k" style="font-weight: 600;">else</span> <span class="k" style="font-weight: 600;">if</span> <span class="p">(</span><span class="n" style="color: #333;">dim</span> <span class="o" style="font-weight: 600;">%</span> <span class="mi" style="color: #099;">4</span> <span class="o" style="font-weight: 600;">==</span> <span class="mi" style="color: #099;">0</span><span class="p">)</span></span>
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<td class="line_content match " style="padding-left: 0.5em; padding-right: 0.5em; color: rgba(0,0,0,0.3);" bgcolor="#fafafa">@@ -278,4 +312,4 @@ namespace hnswlib {</td>
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<pre style="margin: 0;"> <span id="LC312" class="line" lang="cpp"> <span class="p">};</span></span>
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<pre style="margin: 0;"> <span id="LC313" class="line" lang="cpp"></span>
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<pre style="margin: 0;"> <span id="LC314" class="line" lang="cpp"></span>
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<pre style="margin: 0;">-<span id="LC281" class="line" lang="cpp"><span class="p">}</span></span></pre>
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<td class="line_content match" style="padding-left: 0.5em; padding-right: 0.5em; color: rgba(0,0,0,0.3);" bgcolor="#fafafa">\ No newline at end of file</td>
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<pre style="margin: 0;">+<span id="LC315" class="line" lang="cpp"><span class="p">}</span></span></pre>
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<a href="https://salsa.debian.org/med-team/hnswlib/-/commit/c6215c32397a67ee35133a8ae5f77e886f00c040#305af6b937138e955a972541c89e1beb24c96ab9"><strong>hnswlib/visited_list_pool.h</strong></a>
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<td class="line_content match " style="padding-left: 0.5em; padding-right: 0.5em; color: rgba(0,0,0,0.3);" bgcolor="#fafafa">@@ -2,6 +2,7 @@</td>
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<pre style="margin: 0;"> <span id="LC2" class="line" lang="cpp"></span>
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<pre style="margin: 0;"> <span id="LC3" class="line" lang="cpp"><span class="cp" style="color: #999; font-weight: 600;">#include <mutex></span></span>
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<pre style="margin: 0;"> <span id="LC4" class="line" lang="cpp"><span class="cp" style="color: #999; font-weight: 600;">#include <string.h></span></span>
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<pre style="margin: 0;">+<span id="LC5" class="line" lang="cpp"><span class="cp" style="color: #999; font-weight: 600;">#include <deque></span></span>
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<pre style="margin: 0;"> <span id="LC6" class="line" lang="cpp"></span>
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<pre style="margin: 0;"> <span id="LC7" class="line" lang="cpp"><span class="k" style="font-weight: 600;">namespace</span> <span class="n" style="color: #333;">hnswlib</span> <span class="p">{</span></span>
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<pre style="margin: 0;"> <span id="LC8" class="line" lang="cpp"> <span class="k" style="font-weight: 600;">typedef</span> <span class="kt" style="color: #458; font-weight: 600;">unsigned</span> <span class="kt" style="color: #458; font-weight: 600;">short</span> <span class="kt" style="color: #458; font-weight: 600;">int</span> <span class="n" style="color: #333;">vl_type</span><span class="p">;</span></span>
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<a href="https://salsa.debian.org/med-team/hnswlib/-/commit/c6215c32397a67ee35133a8ae5f77e886f00c040#ea55afadf39617c755955e4139c189cac5c2d567"><strong>python_bindings/__init__.py</strong></a>
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<td class="line_content match " style="padding-left: 0.5em; padding-right: 0.5em; color: rgba(0,0,0,0.3);" bgcolor="#fafafa">@@ -70,16 +70,14 @@ inline void ParallelFor(size_t start, size_t end, size_t numThreads, Function fn</td>
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<pre style="margin: 0;"> <span id="LC70" class="line" lang="cpp"> <span class="n" style="color: #333;">std</span><span class="o" style="font-weight: 600;">::</span><span class="n" style="color: #333;">rethrow_exception</span><span class="p">(</span><span class="n" style="color: #333;">lastException</span><span class="p">);</span></span>
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<pre style="margin: 0;"> <span id="LC71" class="line" lang="cpp"> <span class="p">}</span></span>
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<pre style="margin: 0;"> <span id="LC72" class="line" lang="cpp"> <span class="p">}</span></span>
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<pre style="margin: 0;">-<span id="LC73" class="line" lang="cpp"></span>
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<pre style="margin: 0;">-<span id="LC74" class="line" lang="cpp"></span>
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<pre style="margin: 0;"> <span id="LC73" class="line" lang="cpp"><span class="p">}</span></span>
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<pre style="margin: 0;"> <span id="LC74" class="line" lang="cpp"></span>
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<pre style="margin: 0;">-<span id="LC77" class="line" lang="cpp"> <span class="kr" style="font-weight: 600;">inline</span> <span class="kt" style="color: #458; font-weight: 600;">void</span> <span class="nf" style="color: #900; font-weight: 600;">assert_true</span><span class="p">(</span><span class="kt" style="color: #458; font-weight: 600;">bool</span> <span class="n" style="color: #333;">expr</span><span class="p">,</span> <span class="k" style="font-weight: 600;">const</span> <span class="n" style="color: #333;">std</span><span class="o" style="font-weight: 600;">::</span><span class="n" style="color: #333;">string</span> <span class="o" style="font-weight: 600;">&</span> <span class="n" style="color: #333;">msg</span><span class="p">)</span> <span class="p">{</span></span>
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<pre style="margin: 0;">-<span id="LC78" class="line" lang="cpp"> <span class="k" style="font-weight: 600;">if</span> <span class="p">(</span><span class="n" style="color: #333;">expr</span> <span class="o" style="font-weight: 600;">==</span> <span class="nb" style="color: #0086b3;">false</span><span class="p">)</span></span>
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<pre style="margin: 0;">-<span id="LC79" class="line" lang="cpp"> <span class="k" style="font-weight: 600;">throw</span> <span class="n" style="color: #333;">std</span><span class="o" style="font-weight: 600;">::</span><span class="n" style="color: #333;">runtime_error</span><span class="p">(</span><span class="s" style="color: #d14;">"Unpickle Error: "</span><span class="o" style="font-weight: 600;">+</span><span class="n" style="color: #333;">msg</span><span class="p">);</span></span>
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<pre style="margin: 0;">-<span id="LC80" class="line" lang="cpp"> <span class="k" style="font-weight: 600;">return</span><span class="p">;</span></span>
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<pre style="margin: 0;">-<span id="LC81" class="line" lang="cpp"> <span class="p">}</span></span>
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<pre style="margin: 0;"> <span id="LC75" class="line" lang="cpp"></span>
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<pre style="margin: 0;">+<span id="LC76" class="line" lang="cpp"><span class="kr" style="font-weight: 600;">inline</span> <span class="kt" style="color: #458; font-weight: 600;">void</span> <span class="nf" style="color: #900; font-weight: 600;">assert_true</span><span class="p">(</span><span class="kt" style="color: #458; font-weight: 600;">bool</span> <span class="n" style="color: #333;">expr</span><span class="p">,</span> <span class="k" style="font-weight: 600;">const</span> <span class="n" style="color: #333;">std</span><span class="o" style="font-weight: 600;">::</span><span class="n" style="color: #333;">string</span> <span class="o" style="font-weight: 600;">&</span> <span class="n" style="color: #333;">msg</span><span class="p">)</span> <span class="p">{</span></span>
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<pre style="margin: 0;">+<span id="LC77" class="line" lang="cpp"> <span class="k" style="font-weight: 600;">if</span> <span class="p">(</span><span class="n" style="color: #333;">expr</span> <span class="o" style="font-weight: 600;">==</span> <span class="nb" style="color: #0086b3;">false</span><span class="p">)</span></span>
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<pre style="margin: 0;">+<span id="LC78" class="line" lang="cpp"> <span class="k" style="font-weight: 600;">throw</span> <span class="n" style="color: #333;">std</span><span class="o" style="font-weight: 600;">::</span><span class="n" style="color: #333;">runtime_error</span><span class="p">(</span><span class="s" style="color: #d14;">"Unpickle Error: "</span><span class="o" style="font-weight: 600;">+</span><span class="n" style="color: #333;">msg</span><span class="p">);</span></span>
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<pre style="margin: 0;">+<span id="LC79" class="line" lang="cpp"> <span class="k" style="font-weight: 600;">return</span><span class="p">;</span></span>
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<pre style="margin: 0;">+<span id="LC80" class="line" lang="cpp"><span class="p">}</span></span>
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<pre style="margin: 0;"> <span id="LC81" class="line" lang="cpp"></span>
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<pre style="margin: 0;"> <span id="LC82" class="line" lang="cpp"></span>
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<pre style="margin: 0;"> <span id="LC83" class="line" lang="cpp"><span class="k" style="font-weight: 600;">template</span><span class="o" style="font-weight: 600;"><</span><span class="k" style="font-weight: 600;">typename</span> <span class="nc" style="color: #458; font-weight: 600;">dist_t</span><span class="p">,</span> <span class="k" style="font-weight: 600;">typename</span> <span class="nc" style="color: #458; font-weight: 600;">data_t</span><span class="o" style="font-weight: 600;">=</span><span class="kt" style="color: #458; font-weight: 600;">float</span><span class="p">></span></span>
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<td class="line_content match " style="padding-left: 0.5em; padding-right: 0.5em; color: rgba(0,0,0,0.3);" bgcolor="#fafafa">@@ -141,14 +139,12 @@ public:</td>
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<pre style="margin: 0;"> <span id="LC139" class="line" lang="cpp"> <span class="n" style="color: #333;">seed</span><span class="o" style="font-weight: 600;">=</span><span class="n" style="color: #333;">random_seed</span><span class="p">;</span></span>
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<pre style="margin: 0;"> <span id="LC140" class="line" lang="cpp"> <span class="p">}</span></span>
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<pre style="margin: 0;"> <span id="LC141" class="line" lang="cpp"></span>
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<pre style="margin: 0;">-<span id="LC144" class="line" lang="cpp"></span>
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<pre style="margin: 0;"> <span id="LC142" class="line" lang="cpp"> <span class="kt" style="color: #458; font-weight: 600;">void</span> <span class="n" style="color: #333;">set_ef</span><span class="p">(</span><span class="kt" style="color: #458; font-weight: 600;">size_t</span> <span class="n" style="color: #333;">ef</span><span class="p">)</span> <span class="p">{</span></span>
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<pre style="margin: 0;"> <span id="LC143" class="line" lang="cpp"> <span class="n" style="color: #333;">default_ef</span><span class="o" style="font-weight: 600;">=</span><span class="n" style="color: #333;">ef</span><span class="p">;</span></span>
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<pre style="margin: 0;"> <span id="LC144" class="line" lang="cpp"> <span class="k" style="font-weight: 600;">if</span> <span class="p">(</span><span class="n" style="color: #333;">appr_alg</span><span class="p">)</span></span>
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<pre style="margin: 0;"> <span id="LC145" class="line" lang="cpp"> <span class="n" style="color: #333;">appr_alg</span><span class="o" style="font-weight: 600;">-></span><span class="n" style="color: #333;">ef_</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">ef</span><span class="p">;</span></span>
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<pre style="margin: 0;"> <span id="LC146" class="line" lang="cpp"> <span class="p">}</span></span>
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<pre style="margin: 0;"> <span id="LC147" class="line" lang="cpp"></span>
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<pre style="margin: 0;">-<span id="LC151" class="line" lang="cpp"></span>
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<pre style="margin: 0;"> <span id="LC148" class="line" lang="cpp"> <span class="kt" style="color: #458; font-weight: 600;">void</span> <span class="n" style="color: #333;">set_num_threads</span><span class="p">(</span><span class="kt" style="color: #458; font-weight: 600;">int</span> <span class="n" style="color: #333;">num_threads</span><span class="p">)</span> <span class="p">{</span></span>
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<pre style="margin: 0;"> <span id="LC149" class="line" lang="cpp"> <span class="k" style="font-weight: 600;">this</span><span class="o" style="font-weight: 600;">-></span><span class="n" style="color: #333;">num_threads_default</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">num_threads</span><span class="p">;</span></span>
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<pre style="margin: 0;"> <span id="LC150" class="line" lang="cpp"> <span class="p">}</span></span>
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<td class="diff-line-num unfold js-unfold old_line" data-linenumber="207" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">...</td>
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<td class="line_content match " style="padding-left: 0.5em; padding-right: 0.5em; color: rgba(0,0,0,0.3);" bgcolor="#fafafa">@@ -207,14 +203,14 @@ public:</td>
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<pre style="margin: 0;"> <span id="LC203" class="line" lang="cpp"> <span class="k" style="font-weight: 600;">if</span> <span class="p">(</span><span class="o" style="font-weight: 600;">!</span><span class="n" style="color: #333;">ids_</span><span class="p">.</span><span class="n" style="color: #333;">is_none</span><span class="p">())</span> <span class="p">{</span></span>
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<pre style="margin: 0;"> <span id="LC204" class="line" lang="cpp"> <span class="n" style="color: #333;">py</span><span class="o" style="font-weight: 600;">::</span><span class="n" style="color: #333;">array_t</span> <span class="o" style="font-weight: 600;"><</span> <span class="kt" style="color: #458; font-weight: 600;">size_t</span><span class="p">,</span> <span class="n" style="color: #333;">py</span><span class="o" style="font-weight: 600;">::</span><span class="n" style="color: #333;">array</span><span class="o" style="font-weight: 600;">::</span><span class="n" style="color: #333;">c_style</span> <span class="o" style="font-weight: 600;">|</span> <span class="n" style="color: #333;">py</span><span class="o" style="font-weight: 600;">::</span><span class="n" style="color: #333;">array</span><span class="o" style="font-weight: 600;">::</span><span class="n" style="color: #333;">forcecast</span> <span class="o" style="font-weight: 600;">></span> <span class="n" style="color: #333;">items</span><span class="p">(</span><span class="n" style="color: #333;">ids_</span><span class="p">);</span></span>
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<pre style="margin: 0;"> <span id="LC205" class="line" lang="cpp"> <span class="k" style="font-weight: 600;">auto</span> <span class="n" style="color: #333;">ids_numpy</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">items</span><span class="p">.</span><span class="n" style="color: #333;">request</span><span class="p">();</span></span>
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<pre style="margin: 0;">-<span id="LC210" class="line" lang="cpp"> <span class="k" style="font-weight: 600;">if</span><span class="p">(</span><span class="n" style="color: #333;">ids_numpy</span><span class="p">.</span><span class="n" style="color: #333;">ndim</span><span class="o" style="font-weight: 600;">==</span><span class="mi" style="color: #099;">1</span> <span class="o" style="font-weight: 600;">&&</span> <span class="n" style="color: #333;">ids_numpy</span><span class="p">.</span><span class="n" style="color: #333;">shape</span><span class="p">[</span><span class="mi" style="color: #099;">0</span><span class="p">]</span><span class="o" style="font-weight: 600;">==</span><span class="n" style="color: #333;">rows</span><span class="p">)</span> <span class="p">{</span></span>
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<pre style="margin: 0;">+<span id="LC206" class="line" lang="cpp"> <span class="k" style="font-weight: 600;">if</span><span class="p">(</span><span class="n" style="color: #333;">ids_numpy</span><span class="p">.</span><span class="n" style="color: #333;">ndim</span><span class="idiff left"> </span><span class="o" style="font-weight: 600;">==</span><span class="idiff"> </span><span class="mi" style="color: #099;">1</span> <span class="o" style="font-weight: 600;">&&</span> <span class="n" style="color: #333;">ids_numpy</span><span class="p">.</span><span class="n" style="color: #333;">shape</span><span class="p">[</span><span class="mi" style="color: #099;">0</span><span class="p">]</span><span class="idiff"> </span><span class="o" style="font-weight: 600;">==</span><span class="idiff right"> </span><span class="n" style="color: #333;">rows</span><span class="p">)</span> <span class="p">{</span></span>
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<pre style="margin: 0;"> <span id="LC207" class="line" lang="cpp"> <span class="n" style="color: #333;">std</span><span class="o" style="font-weight: 600;">::</span><span class="n" style="color: #333;">vector</span><span class="o" style="font-weight: 600;"><</span><span class="kt" style="color: #458; font-weight: 600;">size_t</span><span class="o" style="font-weight: 600;">></span> <span class="n" style="color: #333;">ids1</span><span class="p">(</span><span class="n" style="color: #333;">ids_numpy</span><span class="p">.</span><span class="n" style="color: #333;">shape</span><span class="p">[</span><span class="mi" style="color: #099;">0</span><span class="p">]);</span></span>
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212
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208
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<pre style="margin: 0;"> <span id="LC208" class="line" lang="cpp"> <span class="k" style="font-weight: 600;">for</span> <span class="p">(</span><span class="kt" style="color: #458; font-weight: 600;">size_t</span> <span class="n" style="color: #333;">i</span> <span class="o" style="font-weight: 600;">=</span> <span class="mi" style="color: #099;">0</span><span class="p">;</span> <span class="n" style="color: #333;">i</span> <span class="o" style="font-weight: 600;"><</span> <span class="n" style="color: #333;">ids1</span><span class="p">.</span><span class="n" style="color: #333;">size</span><span class="p">();</span> <span class="n" style="color: #333;">i</span><span class="o" style="font-weight: 600;">++</span><span class="p">)</span> <span class="p">{</span></span>
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213
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209
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<pre style="margin: 0;"> <span id="LC209" class="line" lang="cpp"> <span class="n" style="color: #333;">ids1</span><span class="p">[</span><span class="n" style="color: #333;">i</span><span class="p">]</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">items</span><span class="p">.</span><span class="n" style="color: #333;">data</span><span class="p">()[</span><span class="n" style="color: #333;">i</span><span class="p">];</span></span>
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210
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<pre style="margin: 0;"> <span id="LC210" class="line" lang="cpp"> <span class="p">}</span></span>
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211
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<pre style="margin: 0;"> <span id="LC211" class="line" lang="cpp"> <span class="n" style="color: #333;">ids</span><span class="p">.</span><span class="n" style="color: #333;">swap</span><span class="p">(</span><span class="n" style="color: #333;">ids1</span><span class="p">);</span></span>
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212
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<pre style="margin: 0;"> <span id="LC212" class="line" lang="cpp"> <span class="p">}</span></span>
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217
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<pre style="margin: 0;">-<span id="LC217" class="line" lang="cpp"> <span class="k" style="font-weight: 600;">else</span> <span class="k" style="font-weight: 600;">if</span><span class="p">(</span><span class="n" style="color: #333;">ids_numpy</span><span class="p">.</span><span class="n" style="color: #333;">ndim</span><span class="o" style="font-weight: 600;">==</span><span class="mi" style="color: #099;">0</span> <span class="o" style="font-weight: 600;">&&</span> <span class="n" style="color: #333;">rows</span><span class="o" style="font-weight: 600;">==</span><span class="mi" style="color: #099;">1</span><span class="p">)</span> <span class="p">{</span></span>
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<pre style="margin: 0;">+<span id="LC213" class="line" lang="cpp"> <span class="k" style="font-weight: 600;">else</span> <span class="k" style="font-weight: 600;">if</span><span class="p">(</span><span class="n" style="color: #333;">ids_numpy</span><span class="p">.</span><span class="n" style="color: #333;">ndim</span><span class="idiff left"> </span><span class="o" style="font-weight: 600;">==</span><span class="idiff"> </span><span class="mi" style="color: #099;">0</span> <span class="o" style="font-weight: 600;">&&</span> <span class="n" style="color: #333;">rows</span><span class="idiff"> </span><span class="o" style="font-weight: 600;">==</span><span class="idiff right"> </span><span class="mi" style="color: #099;">1</span><span class="p">)</span> <span class="p">{</span></span>
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<pre style="margin: 0;"> <span id="LC214" class="line" lang="cpp"> <span class="n" style="color: #333;">ids</span><span class="p">.</span><span class="n" style="color: #333;">push_back</span><span class="p">(</span><span class="o" style="font-weight: 600;">*</span><span class="n" style="color: #333;">items</span><span class="p">.</span><span class="n" style="color: #333;">data</span><span class="p">());</span></span>
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215
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<pre style="margin: 0;"> <span id="LC215" class="line" lang="cpp"> <span class="p">}</span></span>
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<pre style="margin: 0;"> <span id="LC216" class="line" lang="cpp"> <span class="k" style="font-weight: 600;">else</span></span>
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<td class="diff-line-num unfold js-unfold old_line" data-linenumber="227" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">...</td>
<td class="diff-line-num unfold js-unfold new_line" data-linenumber="223" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">...</td>
<td class="line_content match " style="padding-left: 0.5em; padding-right: 0.5em; color: rgba(0,0,0,0.3);" bgcolor="#fafafa">@@ -227,7 +223,7 @@ public:</td>
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<pre style="margin: 0;"> <span id="LC223" class="line" lang="cpp"> <span class="kt" style="color: #458; font-weight: 600;">int</span> <span class="n" style="color: #333;">start</span> <span class="o" style="font-weight: 600;">=</span> <span class="mi" style="color: #099;">0</span><span class="p">;</span></span>
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<pre style="margin: 0;"> <span id="LC224" class="line" lang="cpp"> <span class="k" style="font-weight: 600;">if</span> <span class="p">(</span><span class="o" style="font-weight: 600;">!</span><span class="n" style="color: #333;">ep_added</span><span class="p">)</span> <span class="p">{</span></span>
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229
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<pre style="margin: 0;"> <span id="LC225" class="line" lang="cpp"> <span class="kt" style="color: #458; font-weight: 600;">size_t</span> <span class="n" style="color: #333;">id</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">ids</span><span class="p">.</span><span class="n" style="color: #333;">size</span><span class="p">()</span> <span class="o" style="font-weight: 600;">?</span> <span class="n" style="color: #333;">ids</span><span class="p">.</span><span class="n" style="color: #333;">at</span><span class="p">(</span><span class="mi" style="color: #099;">0</span><span class="p">)</span> <span class="o" style="font-weight: 600;">:</span> <span class="p">(</span><span class="n" style="color: #333;">cur_l</span><span class="p">);</span></span>
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<pre style="margin: 0;">-<span id="LC230" class="line" lang="cpp"> <span class="kt" style="color: #458; font-weight: 600;">float</span> <span class="o" style="font-weight: 600;">*</span><span class="n" style="color: #333;">vector_data</span><span class="o" style="font-weight: 600;"><span class="idiff left right">=</span></span><span class="p">(</span><span class="kt" style="color: #458; font-weight: 600;">float</span> <span class="o" style="font-weight: 600;">*</span><span class="p">)</span> <span class="n" style="color: #333;">items</span><span class="p">.</span><span class="n" style="color: #333;">data</span><span class="p">(</span><span class="mi" style="color: #099;">0</span><span class="p">);</span></span>
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<pre style="margin: 0;">+<span id="LC226" class="line" lang="cpp"> <span class="kt" style="color: #458; font-weight: 600;">float</span> <span class="o" style="font-weight: 600;">*</span><span class="n" style="color: #333;">vector_data</span><span class="idiff left"> </span><span class="o" style="font-weight: 600;"><span class="idiff">=</span></span><span class="idiff right"> </span><span class="p">(</span><span class="kt" style="color: #458; font-weight: 600;">float</span> <span class="o" style="font-weight: 600;">*</span><span class="p">)</span> <span class="n" style="color: #333;">items</span><span class="p">.</span><span class="n" style="color: #333;">data</span><span class="p">(</span><span class="mi" style="color: #099;">0</span><span class="p">);</span></span>
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<pre style="margin: 0;"> <span id="LC227" class="line" lang="cpp"> <span class="n" style="color: #333;">std</span><span class="o" style="font-weight: 600;">::</span><span class="n" style="color: #333;">vector</span><span class="o" style="font-weight: 600;"><</span><span class="kt" style="color: #458; font-weight: 600;">float</span><span class="o" style="font-weight: 600;">></span> <span class="n" style="color: #333;">norm_array</span><span class="p">(</span><span class="n" style="color: #333;">dim</span><span class="p">);</span></span>
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<pre style="margin: 0;"> <span id="LC228" class="line" lang="cpp"> <span class="k" style="font-weight: 600;">if</span><span class="p">(</span><span class="n" style="color: #333;">normalize</span><span class="p">){</span></span>
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<pre style="margin: 0;"> <span id="LC229" class="line" lang="cpp"> <span class="n" style="color: #333;">normalize_vector</span><span class="p">(</span><span class="n" style="color: #333;">vector_data</span><span class="p">,</span> <span class="n" style="color: #333;">norm_array</span><span class="p">.</span><span class="n" style="color: #333;">data</span><span class="p">());</span></span>
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<td class="line_content match " style="padding-left: 0.5em; padding-right: 0.5em; color: rgba(0,0,0,0.3);" bgcolor="#fafafa">@@ -279,7 +275,6 @@ public:</td>
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<pre style="margin: 0;"> <span id="LC275" class="line" lang="cpp"> <span class="p">}</span></span>
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<pre style="margin: 0;"> <span id="LC276" class="line" lang="cpp"></span>
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<pre style="margin: 0;"> <span id="LC277" class="line" lang="cpp"> <span class="n" style="color: #333;">std</span><span class="o" style="font-weight: 600;">::</span><span class="n" style="color: #333;">vector</span><span class="o" style="font-weight: 600;"><</span><span class="n" style="color: #333;">hnswlib</span><span class="o" style="font-weight: 600;">::</span><span class="n" style="color: #333;">labeltype</span><span class="o" style="font-weight: 600;">></span> <span class="n" style="color: #333;">getIdsList</span><span class="p">()</span> <span class="p">{</span></span>
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<pre style="margin: 0;">-<span id="LC282" class="line" lang="cpp"></span>
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<pre style="margin: 0;"> <span id="LC278" class="line" lang="cpp"> <span class="n" style="color: #333;">std</span><span class="o" style="font-weight: 600;">::</span><span class="n" style="color: #333;">vector</span><span class="o" style="font-weight: 600;"><</span><span class="n" style="color: #333;">hnswlib</span><span class="o" style="font-weight: 600;">::</span><span class="n" style="color: #333;">labeltype</span><span class="o" style="font-weight: 600;">></span> <span class="n" style="color: #333;">ids</span><span class="p">;</span></span>
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<pre style="margin: 0;"> <span id="LC279" class="line" lang="cpp"></span>
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<pre style="margin: 0;"> <span id="LC280" class="line" lang="cpp"> <span class="k" style="font-weight: 600;">for</span><span class="p">(</span><span class="k" style="font-weight: 600;">auto</span> <span class="n" style="color: #333;">kv</span> <span class="o" style="font-weight: 600;">:</span> <span class="n" style="color: #333;">appr_alg</span><span class="o" style="font-weight: 600;">-></span><span class="n" style="color: #333;">label_lookup_</span><span class="p">)</span> <span class="p">{</span></span>
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<td class="line_content match " style="padding-left: 0.5em; padding-right: 0.5em; color: rgba(0,0,0,0.3);" bgcolor="#fafafa">@@ -290,9 +285,6 @@ public:</td>
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<pre style="margin: 0;"> <span id="LC285" class="line" lang="cpp"></span>
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<pre style="margin: 0;"> <span id="LC286" class="line" lang="cpp"></span>
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<pre style="margin: 0;"> <span id="LC287" class="line" lang="cpp"> <span class="n" style="color: #333;">py</span><span class="o" style="font-weight: 600;">::</span><span class="n" style="color: #333;">dict</span> <span class="n" style="color: #333;">getAnnData</span><span class="p">()</span> <span class="k" style="font-weight: 600;">const</span> <span class="p">{</span> <span class="cm" style="color: #998; font-style: italic;">/* WARNING: Index::getAnnData is not thread-safe with Index::addItems */</span></span>
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<pre style="margin: 0;"> <span id="LC288" class="line" lang="cpp"> <span class="n" style="color: #333;">std</span><span class="o" style="font-weight: 600;">::</span><span class="n" style="color: #333;">unique_lock</span> <span class="o" style="font-weight: 600;"><</span><span class="n" style="color: #333;">std</span><span class="o" style="font-weight: 600;">::</span><span class="n" style="color: #333;">mutex</span><span class="o" style="font-weight: 600;">></span> <span class="n" style="color: #333;">templock</span><span class="p">(</span><span class="n" style="color: #333;">appr_alg</span><span class="o" style="font-weight: 600;">-></span><span class="n" style="color: #333;">global</span><span class="p">);</span></span>
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<pre style="margin: 0;"> <span id="LC289" class="line" lang="cpp"></span>
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<pre style="margin: 0;"> <span id="LC290" class="line" lang="cpp"> <span class="kt" style="color: #458; font-weight: 600;">unsigned</span> <span class="kt" style="color: #458; font-weight: 600;">int</span> <span class="n" style="color: #333;">level0_npy_size</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">appr_alg</span><span class="o" style="font-weight: 600;">-></span><span class="n" style="color: #333;">cur_element_count</span> <span class="o" style="font-weight: 600;">*</span> <span class="n" style="color: #333;">appr_alg</span><span class="o" style="font-weight: 600;">-></span><span class="n" style="color: #333;">size_data_per_element_</span><span class="p">;</span></span>
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<td class="diff-line-num unfold js-unfold new_line" data-linenumber="361" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">...</td>
<td class="line_content match " style="padding-left: 0.5em; padding-right: 0.5em; color: rgba(0,0,0,0.3);" bgcolor="#fafafa">@@ -369,7 +361,7 @@ public:</td>
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<pre style="margin: 0;"> <span id="LC361" class="line" lang="cpp"> <span class="s" style="color: #d14;">"mult"</span><span class="n" style="color: #333;">_a</span><span class="o" style="font-weight: 600;">=</span><span class="n" style="color: #333;">appr_alg</span><span class="o" style="font-weight: 600;">-></span><span class="n" style="color: #333;">mult_</span><span class="p">,</span></span>
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<pre style="margin: 0;"> <span id="LC362" class="line" lang="cpp"> <span class="s" style="color: #d14;">"ef_construction"</span><span class="n" style="color: #333;">_a</span><span class="o" style="font-weight: 600;">=</span><span class="n" style="color: #333;">appr_alg</span><span class="o" style="font-weight: 600;">-></span><span class="n" style="color: #333;">ef_construction_</span><span class="p">,</span></span>
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<pre style="margin: 0;"> <span id="LC363" class="line" lang="cpp"> <span class="s" style="color: #d14;">"ef"</span><span class="n" style="color: #333;">_a</span><span class="o" style="font-weight: 600;">=</span><span class="n" style="color: #333;">appr_alg</span><span class="o" style="font-weight: 600;">-></span><span class="n" style="color: #333;">ef_</span><span class="p">,</span></span>
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<pre style="margin: 0;">-<span id="LC372" class="line" lang="cpp"> <span class="s" style="color: #d14;">"has_deletions"</span><span class="n" style="color: #333;">_a</span><span class="o" style="font-weight: 600;">=</span><span class="n" style="color: #333;">appr_alg</span><span class="o" style="font-weight: 600;">-></span><span class="n" style="color: #333;"><span class="idiff left">has</span>_delet<span class="idiff right">ions</span>_</span><span class="p">,</span></span>
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<pre style="margin: 0;">+<span id="LC364" class="line" lang="cpp"> <span class="s" style="color: #d14;">"has_deletions"</span><span class="n" style="color: #333;">_a</span><span class="o" style="font-weight: 600;">=</span><span class="p"><span class="idiff left">(</span></span><span class="kt" style="color: #458; font-weight: 600;"><span class="idiff">bool</span></span><span class="p"><span class="idiff">)</span></span><span class="n" style="color: #333;">appr_alg</span><span class="o" style="font-weight: 600;">-></span><span class="n" style="color: #333;"><span class="idiff">num</span>_delet<span class="idiff right">ed</span>_</span><span class="p">,</span></span>
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<pre style="margin: 0;"> <span id="LC365" class="line" lang="cpp"> <span class="s" style="color: #d14;">"size_links_per_element"</span><span class="n" style="color: #333;">_a</span><span class="o" style="font-weight: 600;">=</span><span class="n" style="color: #333;">appr_alg</span><span class="o" style="font-weight: 600;">-></span><span class="n" style="color: #333;">size_links_per_element_</span><span class="p">,</span></span>
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<pre style="margin: 0;"> <span id="LC366" class="line" lang="cpp"></span>
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<pre style="margin: 0;"> <span id="LC367" class="line" lang="cpp"> <span class="s" style="color: #d14;">"label_lookup_external"</span><span class="n" style="color: #333;">_a</span><span class="o" style="font-weight: 600;">=</span><span class="n" style="color: #333;">py</span><span class="o" style="font-weight: 600;">::</span><span class="n" style="color: #333;">array_t</span><span class="o" style="font-weight: 600;"><</span><span class="n" style="color: #333;">hnswlib</span><span class="o" style="font-weight: 600;">::</span><span class="n" style="color: #333;">labeltype</span><span class="o" style="font-weight: 600;">></span><span class="p">(</span></span>
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<td class="line_content match " style="padding-left: 0.5em; padding-right: 0.5em; color: rgba(0,0,0,0.3);" bgcolor="#fafafa">@@ -402,10 +394,7 @@ public:</td>
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<pre style="margin: 0;"> <span id="LC394" class="line" lang="cpp"> <span class="p">{</span><span class="k" style="font-weight: 600;">sizeof</span><span class="p">(</span><span class="kt" style="color: #458; font-weight: 600;">char</span><span class="p">)},</span> <span class="c1" style="color: #998; font-style: italic;">// C-style contiguous strides for double</span></span>
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<pre style="margin: 0;"> <span id="LC395" class="line" lang="cpp"> <span class="n" style="color: #333;">link_list_npy</span><span class="p">,</span> <span class="c1" style="color: #998; font-style: italic;">// the data pointer</span></span>
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<pre style="margin: 0;"> <span id="LC396" class="line" lang="cpp"> <span class="n" style="color: #333;">free_when_done_ll</span><span class="p">)</span></span>
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<pre style="margin: 0;">-<span id="LC405" class="line" lang="cpp"></span>
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<pre style="margin: 0;"> <span id="LC397" class="line" lang="cpp"> <span class="p">);</span></span>
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<pre style="margin: 0;"> <span id="LC398" class="line" lang="cpp"> <span class="p">}</span></span>
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<pre style="margin: 0;"> <span id="LC400" class="line" lang="cpp"></span>
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<td class="line_content match " style="padding-left: 0.5em; padding-right: 0.5em; color: rgba(0,0,0,0.3);" bgcolor="#fafafa">@@ -431,7 +420,6 @@ public:</td>
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<pre style="margin: 0;"> <span id="LC420" class="line" lang="cpp"></span>
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<pre style="margin: 0;"> <span id="LC421" class="line" lang="cpp"></span>
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<pre style="margin: 0;"> <span id="LC422" class="line" lang="cpp"> <span class="k" style="font-weight: 600;">static</span> <span class="n" style="color: #333;">Index</span><span class="o" style="font-weight: 600;"><</span><span class="kt" style="color: #458; font-weight: 600;">float</span><span class="o" style="font-weight: 600;">></span> <span class="o" style="font-weight: 600;">*</span> <span class="n" style="color: #333;">createFromParams</span><span class="p">(</span><span class="k" style="font-weight: 600;">const</span> <span class="n" style="color: #333;">py</span><span class="o" style="font-weight: 600;">::</span><span class="n" style="color: #333;">dict</span> <span class="n" style="color: #333;">d</span><span class="p">)</span> <span class="p">{</span></span>
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<pre style="margin: 0;">-<span id="LC434" class="line" lang="cpp"></span>
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<pre style="margin: 0;"> <span id="LC423" class="line" lang="cpp"> <span class="c1" style="color: #998; font-style: italic;">// check serialization version</span></span>
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<pre style="margin: 0;"> <span id="LC424" class="line" lang="cpp"> <span class="n" style="color: #333;">assert_true</span><span class="p">(((</span><span class="kt" style="color: #458; font-weight: 600;">int</span><span class="p">)</span><span class="n" style="color: #333;">py</span><span class="o" style="font-weight: 600;">::</span><span class="n" style="color: #333;">int_</span><span class="p">(</span><span class="n" style="color: #333;">Index</span><span class="o" style="font-weight: 600;"><</span><span class="kt" style="color: #458; font-weight: 600;">float</span><span class="o" style="font-weight: 600;">>::</span><span class="n" style="color: #333;">ser_version</span><span class="p">))</span> <span class="o" style="font-weight: 600;">>=</span> <span class="n" style="color: #333;">d</span><span class="p">[</span><span class="s" style="color: #d14;">"ser_version"</span><span class="p">].</span><span class="n" style="color: #333;">cast</span><span class="o" style="font-weight: 600;"><</span><span class="kt" style="color: #458; font-weight: 600;">int</span><span class="o" style="font-weight: 600;">></span><span class="p">(),</span> <span class="s" style="color: #d14;">"Invalid serialization version!"</span><span class="p">);</span></span>
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<pre style="margin: 0;"> <span id="LC425" class="line" lang="cpp"></span>
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<td class="line_content match " style="padding-left: 0.5em; padding-right: 0.5em; color: rgba(0,0,0,0.3);" bgcolor="#fafafa">@@ -466,8 +454,6 @@ public:</td>
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<pre style="margin: 0;"> <span id="LC454" class="line" lang="cpp"> <span class="p">}</span></span>
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<pre style="margin: 0;"> <span id="LC455" class="line" lang="cpp"></span>
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<pre style="margin: 0;"> <span id="LC456" class="line" lang="cpp"> <span class="kt" style="color: #458; font-weight: 600;">void</span> <span class="n" style="color: #333;">setAnnData</span><span class="p">(</span><span class="k" style="font-weight: 600;">const</span> <span class="n" style="color: #333;">py</span><span class="o" style="font-weight: 600;">::</span><span class="n" style="color: #333;">dict</span> <span class="n" style="color: #333;">d</span><span class="p">)</span> <span class="p">{</span> <span class="cm" style="color: #998; font-style: italic;">/* WARNING: Index::setAnnData is not thread-safe with Index::addItems */</span></span>
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<pre style="margin: 0;">-<span id="LC469" class="line" lang="cpp"></span>
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<pre style="margin: 0;">-<span id="LC470" class="line" lang="cpp"></span>
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<pre style="margin: 0;"> <span id="LC457" class="line" lang="cpp"> <span class="n" style="color: #333;">std</span><span class="o" style="font-weight: 600;">::</span><span class="n" style="color: #333;">unique_lock</span> <span class="o" style="font-weight: 600;"><</span><span class="n" style="color: #333;">std</span><span class="o" style="font-weight: 600;">::</span><span class="n" style="color: #333;">mutex</span><span class="o" style="font-weight: 600;">></span> <span class="n" style="color: #333;">templock</span><span class="p">(</span><span class="n" style="color: #333;">appr_alg</span><span class="o" style="font-weight: 600;">-></span><span class="n" style="color: #333;">global</span><span class="p">);</span></span>
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<pre style="margin: 0;"> <span id="LC458" class="line" lang="cpp"></span>
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<pre style="margin: 0;"> <span id="LC459" class="line" lang="cpp"> <span class="n" style="color: #333;">assert_true</span><span class="p">(</span><span class="n" style="color: #333;">appr_alg</span><span class="o" style="font-weight: 600;">-></span><span class="n" style="color: #333;">offsetLevel0_</span> <span class="o" style="font-weight: 600;">==</span> <span class="n" style="color: #333;">d</span><span class="p">[</span><span class="s" style="color: #d14;">"offset_level0"</span><span class="p">].</span><span class="n" style="color: #333;">cast</span><span class="o" style="font-weight: 600;"><</span><span class="kt" style="color: #458; font-weight: 600;">size_t</span><span class="o" style="font-weight: 600;">></span><span class="p">(),</span> <span class="s" style="color: #d14;">"Invalid value of offsetLevel0_ "</span><span class="p">);</span></span>
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<td class="line_content match " style="padding-left: 0.5em; padding-right: 0.5em; color: rgba(0,0,0,0.3);" bgcolor="#fafafa">@@ -489,7 +475,6 @@ public:</td>
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<pre style="margin: 0;"> <span id="LC475" class="line" lang="cpp"> <span class="n" style="color: #333;">assert_true</span><span class="p">(</span><span class="n" style="color: #333;">appr_alg</span><span class="o" style="font-weight: 600;">-></span><span class="n" style="color: #333;">ef_construction_</span> <span class="o" style="font-weight: 600;">==</span> <span class="n" style="color: #333;">d</span><span class="p">[</span><span class="s" style="color: #d14;">"ef_construction"</span><span class="p">].</span><span class="n" style="color: #333;">cast</span><span class="o" style="font-weight: 600;"><</span><span class="kt" style="color: #458; font-weight: 600;">size_t</span><span class="o" style="font-weight: 600;">></span><span class="p">(),</span> <span class="s" style="color: #d14;">"Invalid value of ef_construction_ "</span><span class="p">);</span></span>
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<pre style="margin: 0;"> <span id="LC476" class="line" lang="cpp"></span>
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<pre style="margin: 0;"> <span id="LC477" class="line" lang="cpp"> <span class="n" style="color: #333;">appr_alg</span><span class="o" style="font-weight: 600;">-></span><span class="n" style="color: #333;">ef_</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">d</span><span class="p">[</span><span class="s" style="color: #d14;">"ef"</span><span class="p">].</span><span class="n" style="color: #333;">cast</span><span class="o" style="font-weight: 600;"><</span><span class="kt" style="color: #458; font-weight: 600;">size_t</span><span class="o" style="font-weight: 600;">></span><span class="p">();</span></span>
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<pre style="margin: 0;">-<span id="LC492" class="line" lang="cpp"> <span class="n" style="color: #333;">appr_alg</span><span class="o" style="font-weight: 600;">-></span><span class="n" style="color: #333;">has_deletions_</span><span class="o" style="font-weight: 600;">=</span><span class="n" style="color: #333;">d</span><span class="p">[</span><span class="s" style="color: #d14;">"has_deletions"</span><span class="p">].</span><span class="n" style="color: #333;">cast</span><span class="o" style="font-weight: 600;"><</span><span class="kt" style="color: #458; font-weight: 600;">bool</span><span class="o" style="font-weight: 600;">></span><span class="p">();</span></span>
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<pre style="margin: 0;"> <span id="LC478" class="line" lang="cpp"></span>
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<pre style="margin: 0;"> <span id="LC479" class="line" lang="cpp"> <span class="n" style="color: #333;">assert_true</span><span class="p">(</span><span class="n" style="color: #333;">appr_alg</span><span class="o" style="font-weight: 600;">-></span><span class="n" style="color: #333;">size_links_per_element_</span> <span class="o" style="font-weight: 600;">==</span> <span class="n" style="color: #333;">d</span><span class="p">[</span><span class="s" style="color: #d14;">"size_links_per_element"</span><span class="p">].</span><span class="n" style="color: #333;">cast</span><span class="o" style="font-weight: 600;"><</span><span class="kt" style="color: #458; font-weight: 600;">size_t</span><span class="o" style="font-weight: 600;">></span><span class="p">(),</span> <span class="s" style="color: #d14;">"Invalid value of size_links_per_element_ "</span><span class="p">);</span></span>
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<pre style="margin: 0;"> <span id="LC480" class="line" lang="cpp"></span>
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<td class="line_content match " style="padding-left: 0.5em; padding-right: 0.5em; color: rgba(0,0,0,0.3);" bgcolor="#fafafa">@@ -535,10 +520,20 @@ public:</td>
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<pre style="margin: 0;"> <span id="LC521" class="line" lang="cpp"> <span class="p">}</span></span>
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<pre style="margin: 0;"> <span id="LC522" class="line" lang="cpp"> <span class="p">}</span></span>
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<pre style="margin: 0;">+<span id="LC523" class="line" lang="cpp"></span>
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<pre style="margin: 0;">+<span id="LC524" class="line" lang="cpp"> <span class="c1" style="color: #998; font-style: italic;">// set num_deleted</span></span>
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<pre style="margin: 0;">+<span id="LC525" class="line" lang="cpp"> <span class="n" style="color: #333;">appr_alg</span><span class="o" style="font-weight: 600;">-></span><span class="n" style="color: #333;">num_deleted_</span> <span class="o" style="font-weight: 600;">=</span> <span class="mi" style="color: #099;">0</span><span class="p">;</span></span>
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<pre style="margin: 0;">+<span id="LC526" class="line" lang="cpp"> <span class="kt" style="color: #458; font-weight: 600;">bool</span> <span class="n" style="color: #333;">has_deletions</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">d</span><span class="p">[</span><span class="s" style="color: #d14;">"has_deletions"</span><span class="p">].</span><span class="n" style="color: #333;">cast</span><span class="o" style="font-weight: 600;"><</span><span class="kt" style="color: #458; font-weight: 600;">bool</span><span class="o" style="font-weight: 600;">></span><span class="p">();</span></span>
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<pre style="margin: 0;">+<span id="LC527" class="line" lang="cpp"> <span class="k" style="font-weight: 600;">if</span> <span class="p">(</span><span class="n" style="color: #333;">has_deletions</span><span class="p">)</span></span>
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<pre style="margin: 0;">+<span id="LC528" class="line" lang="cpp"> <span class="p">{</span></span>
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<pre style="margin: 0;">+<span id="LC529" class="line" lang="cpp"> <span class="k" style="font-weight: 600;">for</span> <span class="p">(</span><span class="kt" style="color: #458; font-weight: 600;">size_t</span> <span class="n" style="color: #333;">i</span> <span class="o" style="font-weight: 600;">=</span> <span class="mi" style="color: #099;">0</span><span class="p">;</span> <span class="n" style="color: #333;">i</span> <span class="o" style="font-weight: 600;"><</span> <span class="n" style="color: #333;">appr_alg</span><span class="o" style="font-weight: 600;">-></span><span class="n" style="color: #333;">cur_element_count</span><span class="p">;</span> <span class="n" style="color: #333;">i</span><span class="o" style="font-weight: 600;">++</span><span class="p">)</span> <span class="p">{</span></span>
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<pre style="margin: 0;">+<span id="LC530" class="line" lang="cpp"> <span class="k" style="font-weight: 600;">if</span><span class="p">(</span><span class="n" style="color: #333;">appr_alg</span><span class="o" style="font-weight: 600;">-></span><span class="n" style="color: #333;">isMarkedDeleted</span><span class="p">(</span><span class="n" style="color: #333;">i</span><span class="p">))</span></span>
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<pre style="margin: 0;">+<span id="LC531" class="line" lang="cpp"> <span class="n" style="color: #333;">appr_alg</span><span class="o" style="font-weight: 600;">-></span><span class="n" style="color: #333;">num_deleted_</span> <span class="o" style="font-weight: 600;">+=</span> <span class="mi" style="color: #099;">1</span><span class="p">;</span></span>
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<pre style="margin: 0;">+<span id="LC532" class="line" lang="cpp"> <span class="p">}</span></span>
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<pre style="margin: 0;">+<span id="LC533" class="line" lang="cpp"> <span class="p">}</span></span>
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<pre style="margin: 0;"> <span id="LC534" class="line" lang="cpp"><span class="p">}</span></span>
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<pre style="margin: 0;"> <span id="LC535" class="line" lang="cpp"></span>
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<pre style="margin: 0;"> <span id="LC536" class="line" lang="cpp"> <span class="n" style="color: #333;">py</span><span class="o" style="font-weight: 600;">::</span><span class="n" style="color: #333;">object</span> <span class="n" style="color: #333;">knnQuery_return_numpy</span><span class="p">(</span><span class="n" style="color: #333;">py</span><span class="o" style="font-weight: 600;">::</span><span class="n" style="color: #333;">object</span> <span class="n" style="color: #333;">input</span><span class="p">,</span> <span class="kt" style="color: #458; font-weight: 600;">size_t</span> <span class="n" style="color: #333;">k</span> <span class="o" style="font-weight: 600;">=</span> <span class="mi" style="color: #099;">1</span><span class="p">,</span> <span class="kt" style="color: #458; font-weight: 600;">int</span> <span class="n" style="color: #333;">num_threads</span> <span class="o" style="font-weight: 600;">=</span> <span class="o" style="font-weight: 600;">-</span><span class="mi" style="color: #099;">1</span><span class="p">)</span> <span class="p">{</span></span>
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<pre style="margin: 0;">-<span id="LC541" class="line" lang="cpp"></span>
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<pre style="margin: 0;"> <span id="LC537" class="line" lang="cpp"> <span class="n" style="color: #333;">py</span><span class="o" style="font-weight: 600;">::</span><span class="n" style="color: #333;">array_t</span> <span class="o" style="font-weight: 600;"><</span> <span class="n" style="color: #333;">dist_t</span><span class="p">,</span> <span class="n" style="color: #333;">py</span><span class="o" style="font-weight: 600;">::</span><span class="n" style="color: #333;">array</span><span class="o" style="font-weight: 600;">::</span><span class="n" style="color: #333;">c_style</span> <span class="o" style="font-weight: 600;">|</span> <span class="n" style="color: #333;">py</span><span class="o" style="font-weight: 600;">::</span><span class="n" style="color: #333;">array</span><span class="o" style="font-weight: 600;">::</span><span class="n" style="color: #333;">forcecast</span> <span class="o" style="font-weight: 600;">></span> <span class="n" style="color: #333;">items</span><span class="p">(</span><span class="n" style="color: #333;">input</span><span class="p">);</span></span>
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<pre style="margin: 0;"> <span id="LC538" class="line" lang="cpp"> <span class="k" style="font-weight: 600;">auto</span> <span class="n" style="color: #333;">buffer</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">items</span><span class="p">.</span><span class="n" style="color: #333;">request</span><span class="p">();</span></span>
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<pre style="margin: 0;"> <span id="LC539" class="line" lang="cpp"> <span class="n" style="color: #333;">hnswlib</span><span class="o" style="font-weight: 600;">::</span><span class="n" style="color: #333;">labeltype</span> <span class="o" style="font-weight: 600;">*</span><span class="n" style="color: #333;">data_numpy_l</span><span class="p">;</span></span>
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<td class="line_content match " style="padding-left: 0.5em; padding-right: 0.5em; color: rgba(0,0,0,0.3);" bgcolor="#fafafa">@@ -561,7 +556,6 @@ public:</td>
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<pre style="margin: 0;"> <span id="LC556" class="line" lang="cpp"> <span class="n" style="color: #333;">features</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">buffer</span><span class="p">.</span><span class="n" style="color: #333;">shape</span><span class="p">[</span><span class="mi" style="color: #099;">0</span><span class="p">];</span></span>
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<pre style="margin: 0;"> <span id="LC557" class="line" lang="cpp"> <span class="p">}</span></span>
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<pre style="margin: 0;"> <span id="LC558" class="line" lang="cpp"></span>
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<pre style="margin: 0;">-<span id="LC564" class="line" lang="cpp"></span>
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<pre style="margin: 0;"> <span id="LC559" class="line" lang="cpp"> <span class="c1" style="color: #998; font-style: italic;">// avoid using threads when the number of searches is small:</span></span>
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<pre style="margin: 0;"> <span id="LC560" class="line" lang="cpp"></span>
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<pre style="margin: 0;"> <span id="LC561" class="line" lang="cpp"> <span class="k" style="font-weight: 600;">if</span><span class="p">(</span><span class="n" style="color: #333;">rows</span><span class="o" style="font-weight: 600;"><=</span><span class="n" style="color: #333;">num_threads</span><span class="o" style="font-weight: 600;">*</span><span class="mi" style="color: #099;">4</span><span class="p">){</span></span>
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<td class="line_content match " style="padding-left: 0.5em; padding-right: 0.5em; color: rgba(0,0,0,0.3);" bgcolor="#fafafa">@@ -609,7 +603,6 @@ public:</td>
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<pre style="margin: 0;"> <span id="LC603" class="line" lang="cpp"> <span class="p">}</span></span>
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<pre style="margin: 0;"> <span id="LC604" class="line" lang="cpp"> <span class="p">);</span></span>
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<pre style="margin: 0;"> <span id="LC605" class="line" lang="cpp"> <span class="p">}</span></span>
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<pre style="margin: 0;">-<span id="LC612" class="line" lang="cpp"></span>
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<pre style="margin: 0;"> <span id="LC606" class="line" lang="cpp"> <span class="p">}</span></span>
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<pre style="margin: 0;"> <span id="LC607" class="line" lang="cpp"> <span class="n" style="color: #333;">py</span><span class="o" style="font-weight: 600;">::</span><span class="n" style="color: #333;">capsule</span> <span class="n" style="color: #333;">free_when_done_l</span><span class="p">(</span><span class="n" style="color: #333;">data_numpy_l</span><span class="p">,</span> <span class="p">[](</span><span class="kt" style="color: #458; font-weight: 600;">void</span> <span class="o" style="font-weight: 600;">*</span><span class="n" style="color: #333;">f</span><span class="p">)</span> <span class="p">{</span></span>
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<pre style="margin: 0;"> <span id="LC608" class="line" lang="cpp"> <span class="k" style="font-weight: 600;">delete</span><span class="p">[]</span> <span class="n" style="color: #333;">f</span><span class="p">;</span></span>
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<td class="line_content match " style="padding-left: 0.5em; padding-right: 0.5em; color: rgba(0,0,0,0.3);" bgcolor="#fafafa">@@ -618,7 +611,6 @@ public:</td>
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<pre style="margin: 0;"> <span id="LC611" class="line" lang="cpp"> <span class="k" style="font-weight: 600;">delete</span><span class="p">[]</span> <span class="n" style="color: #333;">f</span><span class="p">;</span></span>
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<pre style="margin: 0;"> <span id="LC612" class="line" lang="cpp"> <span class="p">});</span></span>
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<pre style="margin: 0;"> <span id="LC613" class="line" lang="cpp"></span>
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<pre style="margin: 0;">-<span id="LC621" class="line" lang="cpp"></span>
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<pre style="margin: 0;"> <span id="LC614" class="line" lang="cpp"> <span class="k" style="font-weight: 600;">return</span> <span class="n" style="color: #333;">py</span><span class="o" style="font-weight: 600;">::</span><span class="n" style="color: #333;">make_tuple</span><span class="p">(</span></span>
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<pre style="margin: 0;"> <span id="LC615" class="line" lang="cpp"> <span class="n" style="color: #333;">py</span><span class="o" style="font-weight: 600;">::</span><span class="n" style="color: #333;">array_t</span><span class="o" style="font-weight: 600;"><</span><span class="n" style="color: #333;">hnswlib</span><span class="o" style="font-weight: 600;">::</span><span class="n" style="color: #333;">labeltype</span><span class="o" style="font-weight: 600;">></span><span class="p">(</span></span>
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<pre style="margin: 0;"> <span id="LC616" class="line" lang="cpp"> <span class="p">{</span><span class="n" style="color: #333;">rows</span><span class="p">,</span> <span class="n" style="color: #333;">k</span><span class="p">},</span> <span class="c1" style="color: #998; font-style: italic;">// shape</span></span>
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<td class="line_content match " style="padding-left: 0.5em; padding-right: 0.5em; color: rgba(0,0,0,0.3);" bgcolor="#fafafa">@@ -638,6 +630,10 @@ public:</td>
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<pre style="margin: 0;"> <span id="LC630" class="line" lang="cpp"> <span class="n" style="color: #333;">appr_alg</span><span class="o" style="font-weight: 600;">-></span><span class="n" style="color: #333;">markDelete</span><span class="p">(</span><span class="n" style="color: #333;">label</span><span class="p">);</span></span>
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<pre style="margin: 0;"> <span id="LC631" class="line" lang="cpp"> <span class="p">}</span></span>
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<pre style="margin: 0;"> <span id="LC632" class="line" lang="cpp"></span>
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<pre style="margin: 0;">+<span id="LC633" class="line" lang="cpp"> <span class="kt" style="color: #458; font-weight: 600;">void</span> <span class="n" style="color: #333;">unmarkDeleted</span><span class="p">(</span><span class="kt" style="color: #458; font-weight: 600;">size_t</span> <span class="n" style="color: #333;">label</span><span class="p">)</span> <span class="p">{</span></span>
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<pre style="margin: 0;">+<span id="LC634" class="line" lang="cpp"> <span class="n" style="color: #333;">appr_alg</span><span class="o" style="font-weight: 600;">-></span><span class="n" style="color: #333;">unmarkDelete</span><span class="p">(</span><span class="n" style="color: #333;">label</span><span class="p">);</span></span>
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<pre style="margin: 0;">+<span id="LC635" class="line" lang="cpp"> <span class="p">}</span></span>
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<pre style="margin: 0;">+<span id="LC636" class="line" lang="cpp"></span>
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<pre style="margin: 0;"> <span id="LC637" class="line" lang="cpp"> <span class="kt" style="color: #458; font-weight: 600;">void</span> <span class="n" style="color: #333;">resizeIndex</span><span class="p">(</span><span class="kt" style="color: #458; font-weight: 600;">size_t</span> <span class="n" style="color: #333;">new_size</span><span class="p">)</span> <span class="p">{</span></span>
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<pre style="margin: 0;"> <span id="LC638" class="line" lang="cpp"> <span class="n" style="color: #333;">appr_alg</span><span class="o" style="font-weight: 600;">-></span><span class="n" style="color: #333;">resizeIndex</span><span class="p">(</span><span class="n" style="color: #333;">new_size</span><span class="p">);</span></span>
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<pre style="margin: 0;"> <span id="LC639" class="line" lang="cpp"> <span class="p">}</span></span>
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<td class="line_content match " style="padding-left: 0.5em; padding-right: 0.5em; color: rgba(0,0,0,0.3);" bgcolor="#fafafa">@@ -649,10 +645,190 @@ public:</td>
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<pre style="margin: 0;"> <span id="LC645" class="line" lang="cpp"> <span class="kt" style="color: #458; font-weight: 600;">size_t</span> <span class="n" style="color: #333;">getCurrentCount</span><span class="p">()</span> <span class="k" style="font-weight: 600;">const</span> <span class="p">{</span></span>
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<pre style="margin: 0;"> <span id="LC646" class="line" lang="cpp"> <span class="k" style="font-weight: 600;">return</span> <span class="n" style="color: #333;">appr_alg</span><span class="o" style="font-weight: 600;">-></span><span class="n" style="color: #333;">cur_element_count</span><span class="p">;</span></span>
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<pre style="margin: 0;"> <span id="LC647" class="line" lang="cpp"> <span class="p">}</span></span>
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<pre style="margin: 0;">-<span id="LC652" class="line" lang="cpp"></span>
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<pre style="margin: 0;"> <span id="LC648" class="line" lang="cpp"><span class="p">};</span></span>
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<pre style="margin: 0;"> <span id="LC649" class="line" lang="cpp"></span>
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<pre style="margin: 0;">+<span id="LC650" class="line" lang="cpp"><span class="k" style="font-weight: 600;">template</span><span class="o" style="font-weight: 600;"><</span><span class="k" style="font-weight: 600;">typename</span> <span class="nc" style="color: #458; font-weight: 600;">dist_t</span><span class="p">,</span> <span class="k" style="font-weight: 600;">typename</span> <span class="nc" style="color: #458; font-weight: 600;">data_t</span><span class="o" style="font-weight: 600;">=</span><span class="kt" style="color: #458; font-weight: 600;">float</span><span class="p">></span></span>
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<pre style="margin: 0;">+<span id="LC651" class="line" lang="cpp"><span class="k" style="font-weight: 600;">class</span> <span class="nc" style="color: #458; font-weight: 600;">BFIndex</span> <span class="p">{</span></span>
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<pre style="margin: 0;">+<span id="LC652" class="line" lang="cpp"><span class="nl">public:</span></span>
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<pre style="margin: 0;">+<span id="LC653" class="line" lang="cpp"> <span class="n" style="color: #333;">BFIndex</span><span class="p">(</span><span class="k" style="font-weight: 600;">const</span> <span class="n" style="color: #333;">std</span><span class="o" style="font-weight: 600;">::</span><span class="n" style="color: #333;">string</span> <span class="o" style="font-weight: 600;">&</span><span class="n" style="color: #333;">space_name</span><span class="p">,</span> <span class="k" style="font-weight: 600;">const</span> <span class="kt" style="color: #458; font-weight: 600;">int</span> <span class="n" style="color: #333;">dim</span><span class="p">)</span> <span class="o" style="font-weight: 600;">:</span></span>
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<pre style="margin: 0;">+<span id="LC654" class="line" lang="cpp"> <span class="n" style="color: #333;">space_name</span><span class="p">(</span><span class="n" style="color: #333;">space_name</span><span class="p">),</span> <span class="n" style="color: #333;">dim</span><span class="p">(</span><span class="n" style="color: #333;">dim</span><span class="p">)</span> <span class="p">{</span></span>
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<pre style="margin: 0;">+<span id="LC655" class="line" lang="cpp"> <span class="n" style="color: #333;">normalize</span><span class="o" style="font-weight: 600;">=</span><span class="nb" style="color: #0086b3;">false</span><span class="p">;</span></span>
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656
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<pre style="margin: 0;">+<span id="LC656" class="line" lang="cpp"> <span class="k" style="font-weight: 600;">if</span><span class="p">(</span><span class="n" style="color: #333;">space_name</span><span class="o" style="font-weight: 600;">==</span><span class="s" style="color: #d14;">"l2"</span><span class="p">)</span> <span class="p">{</span></span>
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<pre style="margin: 0;">+<span id="LC657" class="line" lang="cpp"> <span class="n" style="color: #333;">space</span> <span class="o" style="font-weight: 600;">=</span> <span class="k" style="font-weight: 600;">new</span> <span class="n" style="color: #333;">hnswlib</span><span class="o" style="font-weight: 600;">::</span><span class="n" style="color: #333;">L2Space</span><span class="p">(</span><span class="n" style="color: #333;">dim</span><span class="p">);</span></span>
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658
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<pre style="margin: 0;">+<span id="LC658" class="line" lang="cpp"> <span class="p">}</span></span>
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659
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<pre style="margin: 0;">+<span id="LC659" class="line" lang="cpp"> <span class="k" style="font-weight: 600;">else</span> <span class="k" style="font-weight: 600;">if</span><span class="p">(</span><span class="n" style="color: #333;">space_name</span><span class="o" style="font-weight: 600;">==</span><span class="s" style="color: #d14;">"ip"</span><span class="p">)</span> <span class="p">{</span></span>
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<pre style="margin: 0;">+<span id="LC660" class="line" lang="cpp"> <span class="n" style="color: #333;">space</span> <span class="o" style="font-weight: 600;">=</span> <span class="k" style="font-weight: 600;">new</span> <span class="n" style="color: #333;">hnswlib</span><span class="o" style="font-weight: 600;">::</span><span class="n" style="color: #333;">InnerProductSpace</span><span class="p">(</span><span class="n" style="color: #333;">dim</span><span class="p">);</span></span>
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<pre style="margin: 0;">+<span id="LC661" class="line" lang="cpp"> <span class="p">}</span></span>
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662
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<pre style="margin: 0;">+<span id="LC662" class="line" lang="cpp"> <span class="k" style="font-weight: 600;">else</span> <span class="k" style="font-weight: 600;">if</span><span class="p">(</span><span class="n" style="color: #333;">space_name</span><span class="o" style="font-weight: 600;">==</span><span class="s" style="color: #d14;">"cosine"</span><span class="p">)</span> <span class="p">{</span></span>
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663
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<pre style="margin: 0;">+<span id="LC663" class="line" lang="cpp"> <span class="n" style="color: #333;">space</span> <span class="o" style="font-weight: 600;">=</span> <span class="k" style="font-weight: 600;">new</span> <span class="n" style="color: #333;">hnswlib</span><span class="o" style="font-weight: 600;">::</span><span class="n" style="color: #333;">InnerProductSpace</span><span class="p">(</span><span class="n" style="color: #333;">dim</span><span class="p">);</span></span>
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664
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<pre style="margin: 0;">+<span id="LC664" class="line" lang="cpp"> <span class="n" style="color: #333;">normalize</span><span class="o" style="font-weight: 600;">=</span><span class="nb" style="color: #0086b3;">true</span><span class="p">;</span></span>
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<pre style="margin: 0;">+<span id="LC665" class="line" lang="cpp"> <span class="p">}</span> <span class="k" style="font-weight: 600;">else</span> <span class="p">{</span></span>
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<pre style="margin: 0;">+<span id="LC666" class="line" lang="cpp"> <span class="k" style="font-weight: 600;">throw</span> <span class="k" style="font-weight: 600;">new</span> <span class="n" style="color: #333;">std</span><span class="o" style="font-weight: 600;">::</span><span class="n" style="color: #333;">runtime_error</span><span class="p">(</span><span class="s" style="color: #d14;">"Space name must be one of l2, ip, or cosine."</span><span class="p">);</span></span>
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<pre style="margin: 0;">+<span id="LC667" class="line" lang="cpp"> <span class="p">}</span></span>
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<pre style="margin: 0;">+<span id="LC668" class="line" lang="cpp"> <span class="n" style="color: #333;">alg</span> <span class="o" style="font-weight: 600;">=</span> <span class="nb" style="color: #0086b3;">NULL</span><span class="p">;</span></span>
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<pre style="margin: 0;">+<span id="LC669" class="line" lang="cpp"> <span class="n" style="color: #333;">index_inited</span> <span class="o" style="font-weight: 600;">=</span> <span class="nb" style="color: #0086b3;">false</span><span class="p">;</span></span>
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<pre style="margin: 0;">+<span id="LC670" class="line" lang="cpp"> <span class="p">}</span></span>
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<pre style="margin: 0;">+<span id="LC671" class="line" lang="cpp"></span>
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<pre style="margin: 0;">+<span id="LC672" class="line" lang="cpp"> <span class="k" style="font-weight: 600;">static</span> <span class="k" style="font-weight: 600;">const</span> <span class="kt" style="color: #458; font-weight: 600;">int</span> <span class="n" style="color: #333;">ser_version</span> <span class="o" style="font-weight: 600;">=</span> <span class="mi" style="color: #099;">1</span><span class="p">;</span> <span class="c1" style="color: #998; font-style: italic;">// serialization version</span></span>
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<pre style="margin: 0;">+<span id="LC673" class="line" lang="cpp"></span>
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<pre style="margin: 0;">+<span id="LC674" class="line" lang="cpp"> <span class="n" style="color: #333;">std</span><span class="o" style="font-weight: 600;">::</span><span class="n" style="color: #333;">string</span> <span class="n" style="color: #333;">space_name</span><span class="p">;</span></span>
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675
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<pre style="margin: 0;">+<span id="LC675" class="line" lang="cpp"> <span class="kt" style="color: #458; font-weight: 600;">int</span> <span class="n" style="color: #333;">dim</span><span class="p">;</span></span>
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<pre style="margin: 0;">+<span id="LC676" class="line" lang="cpp"> <span class="kt" style="color: #458; font-weight: 600;">bool</span> <span class="n" style="color: #333;">index_inited</span><span class="p">;</span></span>
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677
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<pre style="margin: 0;">+<span id="LC677" class="line" lang="cpp"> <span class="kt" style="color: #458; font-weight: 600;">bool</span> <span class="n" style="color: #333;">normalize</span><span class="p">;</span></span>
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<pre style="margin: 0;">+<span id="LC678" class="line" lang="cpp"></span>
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679
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<pre style="margin: 0;">+<span id="LC679" class="line" lang="cpp"> <span class="n" style="color: #333;">hnswlib</span><span class="o" style="font-weight: 600;">::</span><span class="n" style="color: #333;">labeltype</span> <span class="n" style="color: #333;">cur_l</span><span class="p">;</span></span>
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680
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<pre style="margin: 0;">+<span id="LC680" class="line" lang="cpp"> <span class="n" style="color: #333;">hnswlib</span><span class="o" style="font-weight: 600;">::</span><span class="n" style="color: #333;">BruteforceSearch</span><span class="o" style="font-weight: 600;"><</span><span class="n" style="color: #333;">dist_t</span><span class="o" style="font-weight: 600;">></span> <span class="o" style="font-weight: 600;">*</span><span class="n" style="color: #333;">alg</span><span class="p">;</span></span>
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681
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<pre style="margin: 0;">+<span id="LC681" class="line" lang="cpp"> <span class="n" style="color: #333;">hnswlib</span><span class="o" style="font-weight: 600;">::</span><span class="n" style="color: #333;">SpaceInterface</span><span class="o" style="font-weight: 600;"><</span><span class="kt" style="color: #458; font-weight: 600;">float</span><span class="o" style="font-weight: 600;">></span> <span class="o" style="font-weight: 600;">*</span><span class="n" style="color: #333;">space</span><span class="p">;</span></span>
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682
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<pre style="margin: 0;">+<span id="LC682" class="line" lang="cpp"></span>
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683
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<pre style="margin: 0;">+<span id="LC683" class="line" lang="cpp"> <span class="o" style="font-weight: 600;">~</span><span class="n" style="color: #333;">BFIndex</span><span class="p">()</span> <span class="p">{</span></span>
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684
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<pre style="margin: 0;">+<span id="LC684" class="line" lang="cpp"> <span class="k" style="font-weight: 600;">delete</span> <span class="n" style="color: #333;">space</span><span class="p">;</span></span>
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685
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<pre style="margin: 0;">+<span id="LC685" class="line" lang="cpp"> <span class="k" style="font-weight: 600;">if</span> <span class="p">(</span><span class="n" style="color: #333;">alg</span><span class="p">)</span></span>
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686
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<pre style="margin: 0;">+<span id="LC686" class="line" lang="cpp"> <span class="k" style="font-weight: 600;">delete</span> <span class="n" style="color: #333;">alg</span><span class="p">;</span></span>
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687
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<pre style="margin: 0;">+<span id="LC687" class="line" lang="cpp"> <span class="p">}</span></span>
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<pre style="margin: 0;">+<span id="LC688" class="line" lang="cpp"></span>
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689
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<pre style="margin: 0;">+<span id="LC689" class="line" lang="cpp"> <span class="kt" style="color: #458; font-weight: 600;">void</span> <span class="n" style="color: #333;">init_new_index</span><span class="p">(</span><span class="k" style="font-weight: 600;">const</span> <span class="kt" style="color: #458; font-weight: 600;">size_t</span> <span class="n" style="color: #333;">maxElements</span><span class="p">)</span> <span class="p">{</span></span>
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690
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<pre style="margin: 0;">+<span id="LC690" class="line" lang="cpp"> <span class="k" style="font-weight: 600;">if</span> <span class="p">(</span><span class="n" style="color: #333;">alg</span><span class="p">)</span> <span class="p">{</span></span>
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691
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<pre style="margin: 0;">+<span id="LC691" class="line" lang="cpp"> <span class="k" style="font-weight: 600;">throw</span> <span class="k" style="font-weight: 600;">new</span> <span class="n" style="color: #333;">std</span><span class="o" style="font-weight: 600;">::</span><span class="n" style="color: #333;">runtime_error</span><span class="p">(</span><span class="s" style="color: #d14;">"The index is already initiated."</span><span class="p">);</span></span>
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692
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<pre style="margin: 0;">+<span id="LC692" class="line" lang="cpp"> <span class="p">}</span></span>
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693
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<pre style="margin: 0;">+<span id="LC693" class="line" lang="cpp"> <span class="n" style="color: #333;">cur_l</span> <span class="o" style="font-weight: 600;">=</span> <span class="mi" style="color: #099;">0</span><span class="p">;</span></span>
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694
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<pre style="margin: 0;">+<span id="LC694" class="line" lang="cpp"> <span class="n" style="color: #333;">alg</span> <span class="o" style="font-weight: 600;">=</span> <span class="k" style="font-weight: 600;">new</span> <span class="n" style="color: #333;">hnswlib</span><span class="o" style="font-weight: 600;">::</span><span class="n" style="color: #333;">BruteforceSearch</span><span class="o" style="font-weight: 600;"><</span><span class="n" style="color: #333;">dist_t</span><span class="o" style="font-weight: 600;">></span><span class="p">(</span><span class="n" style="color: #333;">space</span><span class="p">,</span> <span class="n" style="color: #333;">maxElements</span><span class="p">);</span></span>
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<pre style="margin: 0;">+<span id="LC695" class="line" lang="cpp"> <span class="n" style="color: #333;">index_inited</span> <span class="o" style="font-weight: 600;">=</span> <span class="nb" style="color: #0086b3;">true</span><span class="p">;</span></span>
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696
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<pre style="margin: 0;">+<span id="LC696" class="line" lang="cpp"> <span class="p">}</span></span>
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<pre style="margin: 0;">+<span id="LC697" class="line" lang="cpp"></span>
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<pre style="margin: 0;">+<span id="LC698" class="line" lang="cpp"> <span class="kt" style="color: #458; font-weight: 600;">void</span> <span class="n" style="color: #333;">normalize_vector</span><span class="p">(</span><span class="kt" style="color: #458; font-weight: 600;">float</span> <span class="o" style="font-weight: 600;">*</span><span class="n" style="color: #333;">data</span><span class="p">,</span> <span class="kt" style="color: #458; font-weight: 600;">float</span> <span class="o" style="font-weight: 600;">*</span><span class="n" style="color: #333;">norm_array</span><span class="p">){</span></span>
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<pre style="margin: 0;">+<span id="LC699" class="line" lang="cpp"> <span class="kt" style="color: #458; font-weight: 600;">float</span> <span class="n" style="color: #333;">norm</span><span class="o" style="font-weight: 600;">=</span><span class="mf" style="color: #099;">0.0</span><span class="n" style="color: #333;">f</span><span class="p">;</span></span>
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700
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<pre style="margin: 0;">+<span id="LC700" class="line" lang="cpp"> <span class="k" style="font-weight: 600;">for</span><span class="p">(</span><span class="kt" style="color: #458; font-weight: 600;">int</span> <span class="n" style="color: #333;">i</span><span class="o" style="font-weight: 600;">=</span><span class="mi" style="color: #099;">0</span><span class="p">;</span><span class="n" style="color: #333;">i</span><span class="o" style="font-weight: 600;"><</span><span class="n" style="color: #333;">dim</span><span class="p">;</span><span class="n" style="color: #333;">i</span><span class="o" style="font-weight: 600;">++</span><span class="p">)</span></span>
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701
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<pre style="margin: 0;">+<span id="LC701" class="line" lang="cpp"> <span class="n" style="color: #333;">norm</span><span class="o" style="font-weight: 600;">+=</span><span class="n" style="color: #333;">data</span><span class="p">[</span><span class="n" style="color: #333;">i</span><span class="p">]</span><span class="o" style="font-weight: 600;">*</span><span class="n" style="color: #333;">data</span><span class="p">[</span><span class="n" style="color: #333;">i</span><span class="p">];</span></span>
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702
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<pre style="margin: 0;">+<span id="LC702" class="line" lang="cpp"> <span class="n" style="color: #333;">norm</span><span class="o" style="font-weight: 600;">=</span> <span class="mf" style="color: #099;">1.0</span><span class="n" style="color: #333;">f</span> <span class="o" style="font-weight: 600;">/</span> <span class="p">(</span><span class="n" style="color: #333;">sqrtf</span><span class="p">(</span><span class="n" style="color: #333;">norm</span><span class="p">)</span> <span class="o" style="font-weight: 600;">+</span> <span class="mf" style="color: #099;">1e-30</span><span class="n" style="color: #333;">f</span><span class="p">);</span></span>
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703
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<pre style="margin: 0;">+<span id="LC703" class="line" lang="cpp"> <span class="k" style="font-weight: 600;">for</span><span class="p">(</span><span class="kt" style="color: #458; font-weight: 600;">int</span> <span class="n" style="color: #333;">i</span><span class="o" style="font-weight: 600;">=</span><span class="mi" style="color: #099;">0</span><span class="p">;</span><span class="n" style="color: #333;">i</span><span class="o" style="font-weight: 600;"><</span><span class="n" style="color: #333;">dim</span><span class="p">;</span><span class="n" style="color: #333;">i</span><span class="o" style="font-weight: 600;">++</span><span class="p">)</span></span>
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704
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<pre style="margin: 0;">+<span id="LC704" class="line" lang="cpp"> <span class="n" style="color: #333;">norm_array</span><span class="p">[</span><span class="n" style="color: #333;">i</span><span class="p">]</span><span class="o" style="font-weight: 600;">=</span><span class="n" style="color: #333;">data</span><span class="p">[</span><span class="n" style="color: #333;">i</span><span class="p">]</span><span class="o" style="font-weight: 600;">*</span><span class="n" style="color: #333;">norm</span><span class="p">;</span></span>
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705
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<pre style="margin: 0;">+<span id="LC705" class="line" lang="cpp"> <span class="p">}</span></span>
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706
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<pre style="margin: 0;">+<span id="LC706" class="line" lang="cpp"></span>
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<pre style="margin: 0;">+<span id="LC707" class="line" lang="cpp"> <span class="kt" style="color: #458; font-weight: 600;">void</span> <span class="n" style="color: #333;">addItems</span><span class="p">(</span><span class="n" style="color: #333;">py</span><span class="o" style="font-weight: 600;">::</span><span class="n" style="color: #333;">object</span> <span class="n" style="color: #333;">input</span><span class="p">,</span> <span class="n" style="color: #333;">py</span><span class="o" style="font-weight: 600;">::</span><span class="n" style="color: #333;">object</span> <span class="n" style="color: #333;">ids_</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">py</span><span class="o" style="font-weight: 600;">::</span><span class="n" style="color: #333;">none</span><span class="p">())</span> <span class="p">{</span></span>
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708
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<pre style="margin: 0;">+<span id="LC708" class="line" lang="cpp"> <span class="n" style="color: #333;">py</span><span class="o" style="font-weight: 600;">::</span><span class="n" style="color: #333;">array_t</span> <span class="o" style="font-weight: 600;"><</span> <span class="n" style="color: #333;">dist_t</span><span class="p">,</span> <span class="n" style="color: #333;">py</span><span class="o" style="font-weight: 600;">::</span><span class="n" style="color: #333;">array</span><span class="o" style="font-weight: 600;">::</span><span class="n" style="color: #333;">c_style</span> <span class="o" style="font-weight: 600;">|</span> <span class="n" style="color: #333;">py</span><span class="o" style="font-weight: 600;">::</span><span class="n" style="color: #333;">array</span><span class="o" style="font-weight: 600;">::</span><span class="n" style="color: #333;">forcecast</span> <span class="o" style="font-weight: 600;">></span> <span class="n" style="color: #333;">items</span><span class="p">(</span><span class="n" style="color: #333;">input</span><span class="p">);</span></span>
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709
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<pre style="margin: 0;">+<span id="LC709" class="line" lang="cpp"> <span class="k" style="font-weight: 600;">auto</span> <span class="n" style="color: #333;">buffer</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">items</span><span class="p">.</span><span class="n" style="color: #333;">request</span><span class="p">();</span></span>
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710
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<pre style="margin: 0;">+<span id="LC710" class="line" lang="cpp"> <span class="kt" style="color: #458; font-weight: 600;">size_t</span> <span class="n" style="color: #333;">rows</span><span class="p">,</span> <span class="n" style="color: #333;">features</span><span class="p">;</span></span>
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711
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<pre style="margin: 0;">+<span id="LC711" class="line" lang="cpp"></span>
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712
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<pre style="margin: 0;">+<span id="LC712" class="line" lang="cpp"> <span class="k" style="font-weight: 600;">if</span> <span class="p">(</span><span class="n" style="color: #333;">buffer</span><span class="p">.</span><span class="n" style="color: #333;">ndim</span> <span class="o" style="font-weight: 600;">!=</span> <span class="mi" style="color: #099;">2</span> <span class="o" style="font-weight: 600;">&&</span> <span class="n" style="color: #333;">buffer</span><span class="p">.</span><span class="n" style="color: #333;">ndim</span> <span class="o" style="font-weight: 600;">!=</span> <span class="mi" style="color: #099;">1</span><span class="p">)</span> <span class="k" style="font-weight: 600;">throw</span> <span class="n" style="color: #333;">std</span><span class="o" style="font-weight: 600;">::</span><span class="n" style="color: #333;">runtime_error</span><span class="p">(</span><span class="s" style="color: #d14;">"data must be a 1d/2d array"</span><span class="p">);</span></span>
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713
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<pre style="margin: 0;">+<span id="LC713" class="line" lang="cpp"> <span class="k" style="font-weight: 600;">if</span> <span class="p">(</span><span class="n" style="color: #333;">buffer</span><span class="p">.</span><span class="n" style="color: #333;">ndim</span> <span class="o" style="font-weight: 600;">==</span> <span class="mi" style="color: #099;">2</span><span class="p">)</span> <span class="p">{</span></span>
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714
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<pre style="margin: 0;">+<span id="LC714" class="line" lang="cpp"> <span class="n" style="color: #333;">rows</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">buffer</span><span class="p">.</span><span class="n" style="color: #333;">shape</span><span class="p">[</span><span class="mi" style="color: #099;">0</span><span class="p">];</span></span>
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715
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<pre style="margin: 0;">+<span id="LC715" class="line" lang="cpp"> <span class="n" style="color: #333;">features</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">buffer</span><span class="p">.</span><span class="n" style="color: #333;">shape</span><span class="p">[</span><span class="mi" style="color: #099;">1</span><span class="p">];</span></span>
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<pre style="margin: 0;">+<span id="LC716" class="line" lang="cpp"> <span class="p">}</span> <span class="k" style="font-weight: 600;">else</span> <span class="p">{</span></span>
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717
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<pre style="margin: 0;">+<span id="LC717" class="line" lang="cpp"> <span class="n" style="color: #333;">rows</span> <span class="o" style="font-weight: 600;">=</span> <span class="mi" style="color: #099;">1</span><span class="p">;</span></span>
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718
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<pre style="margin: 0;">+<span id="LC718" class="line" lang="cpp"> <span class="n" style="color: #333;">features</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">buffer</span><span class="p">.</span><span class="n" style="color: #333;">shape</span><span class="p">[</span><span class="mi" style="color: #099;">0</span><span class="p">];</span></span>
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719
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<pre style="margin: 0;">+<span id="LC719" class="line" lang="cpp"> <span class="p">}</span></span>
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720
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<pre style="margin: 0;">+<span id="LC720" class="line" lang="cpp"></span>
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721
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<pre style="margin: 0;">+<span id="LC721" class="line" lang="cpp"> <span class="k" style="font-weight: 600;">if</span> <span class="p">(</span><span class="n" style="color: #333;">features</span> <span class="o" style="font-weight: 600;">!=</span> <span class="n" style="color: #333;">dim</span><span class="p">)</span></span>
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722
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<pre style="margin: 0;">+<span id="LC722" class="line" lang="cpp"> <span class="k" style="font-weight: 600;">throw</span> <span class="n" style="color: #333;">std</span><span class="o" style="font-weight: 600;">::</span><span class="n" style="color: #333;">runtime_error</span><span class="p">(</span><span class="s" style="color: #d14;">"wrong dimensionality of the vectors"</span><span class="p">);</span></span>
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723
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<pre style="margin: 0;">+<span id="LC723" class="line" lang="cpp"></span>
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724
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<pre style="margin: 0;">+<span id="LC724" class="line" lang="cpp"> <span class="n" style="color: #333;">std</span><span class="o" style="font-weight: 600;">::</span><span class="n" style="color: #333;">vector</span><span class="o" style="font-weight: 600;"><</span><span class="kt" style="color: #458; font-weight: 600;">size_t</span><span class="o" style="font-weight: 600;">></span> <span class="n" style="color: #333;">ids</span><span class="p">;</span></span>
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725
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<pre style="margin: 0;">+<span id="LC725" class="line" lang="cpp"></span>
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726
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<pre style="margin: 0;">+<span id="LC726" class="line" lang="cpp"> <span class="k" style="font-weight: 600;">if</span> <span class="p">(</span><span class="o" style="font-weight: 600;">!</span><span class="n" style="color: #333;">ids_</span><span class="p">.</span><span class="n" style="color: #333;">is_none</span><span class="p">())</span> <span class="p">{</span></span>
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727
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<pre style="margin: 0;">+<span id="LC727" class="line" lang="cpp"> <span class="n" style="color: #333;">py</span><span class="o" style="font-weight: 600;">::</span><span class="n" style="color: #333;">array_t</span> <span class="o" style="font-weight: 600;"><</span> <span class="kt" style="color: #458; font-weight: 600;">size_t</span><span class="p">,</span> <span class="n" style="color: #333;">py</span><span class="o" style="font-weight: 600;">::</span><span class="n" style="color: #333;">array</span><span class="o" style="font-weight: 600;">::</span><span class="n" style="color: #333;">c_style</span> <span class="o" style="font-weight: 600;">|</span> <span class="n" style="color: #333;">py</span><span class="o" style="font-weight: 600;">::</span><span class="n" style="color: #333;">array</span><span class="o" style="font-weight: 600;">::</span><span class="n" style="color: #333;">forcecast</span> <span class="o" style="font-weight: 600;">></span> <span class="n" style="color: #333;">items</span><span class="p">(</span><span class="n" style="color: #333;">ids_</span><span class="p">);</span></span>
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728
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<pre style="margin: 0;">+<span id="LC728" class="line" lang="cpp"> <span class="k" style="font-weight: 600;">auto</span> <span class="n" style="color: #333;">ids_numpy</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">items</span><span class="p">.</span><span class="n" style="color: #333;">request</span><span class="p">();</span></span>
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729
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<pre style="margin: 0;">+<span id="LC729" class="line" lang="cpp"> <span class="k" style="font-weight: 600;">if</span> <span class="p">(</span><span class="n" style="color: #333;">ids_numpy</span><span class="p">.</span><span class="n" style="color: #333;">ndim</span> <span class="o" style="font-weight: 600;">==</span> <span class="mi" style="color: #099;">1</span> <span class="o" style="font-weight: 600;">&&</span> <span class="n" style="color: #333;">ids_numpy</span><span class="p">.</span><span class="n" style="color: #333;">shape</span><span class="p">[</span><span class="mi" style="color: #099;">0</span><span class="p">]</span> <span class="o" style="font-weight: 600;">==</span> <span class="n" style="color: #333;">rows</span><span class="p">)</span> <span class="p">{</span></span>
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730
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<pre style="margin: 0;">+<span id="LC730" class="line" lang="cpp"> <span class="n" style="color: #333;">std</span><span class="o" style="font-weight: 600;">::</span><span class="n" style="color: #333;">vector</span><span class="o" style="font-weight: 600;"><</span><span class="kt" style="color: #458; font-weight: 600;">size_t</span><span class="o" style="font-weight: 600;">></span> <span class="n" style="color: #333;">ids1</span><span class="p">(</span><span class="n" style="color: #333;">ids_numpy</span><span class="p">.</span><span class="n" style="color: #333;">shape</span><span class="p">[</span><span class="mi" style="color: #099;">0</span><span class="p">]);</span></span>
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<td class="new_line diff-line-num new" data-linenumber="731" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">
731
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<pre style="margin: 0;">+<span id="LC731" class="line" lang="cpp"> <span class="k" style="font-weight: 600;">for</span> <span class="p">(</span><span class="kt" style="color: #458; font-weight: 600;">size_t</span> <span class="n" style="color: #333;">i</span> <span class="o" style="font-weight: 600;">=</span> <span class="mi" style="color: #099;">0</span><span class="p">;</span> <span class="n" style="color: #333;">i</span> <span class="o" style="font-weight: 600;"><</span> <span class="n" style="color: #333;">ids1</span><span class="p">.</span><span class="n" style="color: #333;">size</span><span class="p">();</span> <span class="n" style="color: #333;">i</span><span class="o" style="font-weight: 600;">++</span><span class="p">)</span> <span class="p">{</span></span>
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732
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<pre style="margin: 0;">+<span id="LC732" class="line" lang="cpp"> <span class="n" style="color: #333;">ids1</span><span class="p">[</span><span class="n" style="color: #333;">i</span><span class="p">]</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">items</span><span class="p">.</span><span class="n" style="color: #333;">data</span><span class="p">()[</span><span class="n" style="color: #333;">i</span><span class="p">];</span></span>
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733
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<pre style="margin: 0;">+<span id="LC733" class="line" lang="cpp"> <span class="p">}</span></span>
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734
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<pre style="margin: 0;">+<span id="LC734" class="line" lang="cpp"> <span class="n" style="color: #333;">ids</span><span class="p">.</span><span class="n" style="color: #333;">swap</span><span class="p">(</span><span class="n" style="color: #333;">ids1</span><span class="p">);</span></span>
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735
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<pre style="margin: 0;">+<span id="LC735" class="line" lang="cpp"> <span class="p">}</span> <span class="k" style="font-weight: 600;">else</span> <span class="k" style="font-weight: 600;">if</span> <span class="p">(</span><span class="n" style="color: #333;">ids_numpy</span><span class="p">.</span><span class="n" style="color: #333;">ndim</span> <span class="o" style="font-weight: 600;">==</span> <span class="mi" style="color: #099;">0</span> <span class="o" style="font-weight: 600;">&&</span> <span class="n" style="color: #333;">rows</span> <span class="o" style="font-weight: 600;">==</span> <span class="mi" style="color: #099;">1</span><span class="p">)</span> <span class="p">{</span></span>
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<pre style="margin: 0;">+<span id="LC736" class="line" lang="cpp"> <span class="n" style="color: #333;">ids</span><span class="p">.</span><span class="n" style="color: #333;">push_back</span><span class="p">(</span><span class="o" style="font-weight: 600;">*</span><span class="n" style="color: #333;">items</span><span class="p">.</span><span class="n" style="color: #333;">data</span><span class="p">());</span></span>
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737
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<pre style="margin: 0;">+<span id="LC737" class="line" lang="cpp"> <span class="p">}</span> <span class="k" style="font-weight: 600;">else</span></span>
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738
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<pre style="margin: 0;">+<span id="LC738" class="line" lang="cpp"> <span class="k" style="font-weight: 600;">throw</span> <span class="n" style="color: #333;">std</span><span class="o" style="font-weight: 600;">::</span><span class="n" style="color: #333;">runtime_error</span><span class="p">(</span><span class="s" style="color: #d14;">"wrong dimensionality of the labels"</span><span class="p">);</span></span>
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739
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<pre style="margin: 0;">+<span id="LC739" class="line" lang="cpp"> <span class="p">}</span></span>
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740
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<pre style="margin: 0;">+<span id="LC740" class="line" lang="cpp"> <span class="p">{</span></span>
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741
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<pre style="margin: 0;">+<span id="LC741" class="line" lang="cpp"></span>
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742
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<pre style="margin: 0;">+<span id="LC742" class="line" lang="cpp"> <span class="k" style="font-weight: 600;">for</span> <span class="p">(</span><span class="kt" style="color: #458; font-weight: 600;">size_t</span> <span class="n" style="color: #333;">row</span> <span class="o" style="font-weight: 600;">=</span> <span class="mi" style="color: #099;">0</span><span class="p">;</span> <span class="n" style="color: #333;">row</span> <span class="o" style="font-weight: 600;"><</span> <span class="n" style="color: #333;">rows</span><span class="p">;</span> <span class="n" style="color: #333;">row</span><span class="o" style="font-weight: 600;">++</span><span class="p">)</span> <span class="p">{</span></span>
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743
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<pre style="margin: 0;">+<span id="LC743" class="line" lang="cpp"> <span class="kt" style="color: #458; font-weight: 600;">size_t</span> <span class="n" style="color: #333;">id</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">ids</span><span class="p">.</span><span class="n" style="color: #333;">size</span><span class="p">()</span> <span class="o" style="font-weight: 600;">?</span> <span class="n" style="color: #333;">ids</span><span class="p">.</span><span class="n" style="color: #333;">at</span><span class="p">(</span><span class="n" style="color: #333;">row</span><span class="p">)</span> <span class="o" style="font-weight: 600;">:</span> <span class="n" style="color: #333;">cur_l</span> <span class="o" style="font-weight: 600;">+</span> <span class="n" style="color: #333;">row</span><span class="p">;</span></span>
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744
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<pre style="margin: 0;">+<span id="LC744" class="line" lang="cpp"> <span class="k" style="font-weight: 600;">if</span> <span class="p">(</span><span class="o" style="font-weight: 600;">!</span><span class="n" style="color: #333;">normalize</span><span class="p">)</span> <span class="p">{</span></span>
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745
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<pre style="margin: 0;">+<span id="LC745" class="line" lang="cpp"> <span class="n" style="color: #333;">alg</span><span class="o" style="font-weight: 600;">-></span><span class="n" style="color: #333;">addPoint</span><span class="p">((</span><span class="kt" style="color: #458; font-weight: 600;">void</span> <span class="o" style="font-weight: 600;">*</span><span class="p">)</span> <span class="n" style="color: #333;">items</span><span class="p">.</span><span class="n" style="color: #333;">data</span><span class="p">(</span><span class="n" style="color: #333;">row</span><span class="p">),</span> <span class="p">(</span><span class="kt" style="color: #458; font-weight: 600;">size_t</span><span class="p">)</span> <span class="n" style="color: #333;">id</span><span class="p">);</span></span>
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746
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<pre style="margin: 0;">+<span id="LC746" class="line" lang="cpp"> <span class="p">}</span> <span class="k" style="font-weight: 600;">else</span> <span class="p">{</span></span>
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747
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<pre style="margin: 0;">+<span id="LC747" class="line" lang="cpp"> <span class="n" style="color: #333;">std</span><span class="o" style="font-weight: 600;">::</span><span class="n" style="color: #333;">vector</span><span class="o" style="font-weight: 600;"><</span><span class="kt" style="color: #458; font-weight: 600;">float</span><span class="o" style="font-weight: 600;">></span> <span class="n" style="color: #333;">normalized_vector</span><span class="p">(</span><span class="n" style="color: #333;">dim</span><span class="p">);</span></span>
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748
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<pre style="margin: 0;">+<span id="LC748" class="line" lang="cpp"> <span class="n" style="color: #333;">normalize_vector</span><span class="p">((</span><span class="kt" style="color: #458; font-weight: 600;">float</span> <span class="o" style="font-weight: 600;">*</span><span class="p">)</span><span class="n" style="color: #333;">items</span><span class="p">.</span><span class="n" style="color: #333;">data</span><span class="p">(</span><span class="n" style="color: #333;">row</span><span class="p">),</span> <span class="n" style="color: #333;">normalized_vector</span><span class="p">.</span><span class="n" style="color: #333;">data</span><span class="p">());</span></span>
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749
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<pre style="margin: 0;">+<span id="LC749" class="line" lang="cpp"> <span class="n" style="color: #333;">alg</span><span class="o" style="font-weight: 600;">-></span><span class="n" style="color: #333;">addPoint</span><span class="p">((</span><span class="kt" style="color: #458; font-weight: 600;">void</span> <span class="o" style="font-weight: 600;">*</span><span class="p">)</span> <span class="n" style="color: #333;">normalized_vector</span><span class="p">.</span><span class="n" style="color: #333;">data</span><span class="p">(),</span> <span class="p">(</span><span class="kt" style="color: #458; font-weight: 600;">size_t</span><span class="p">)</span> <span class="n" style="color: #333;">id</span><span class="p">);</span></span>
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750
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<pre style="margin: 0;">+<span id="LC750" class="line" lang="cpp"> <span class="p">}</span></span>
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751
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<pre style="margin: 0;">+<span id="LC751" class="line" lang="cpp"> <span class="p">}</span></span>
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752
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<pre style="margin: 0;">+<span id="LC752" class="line" lang="cpp"> <span class="n" style="color: #333;">cur_l</span><span class="o" style="font-weight: 600;">+=</span><span class="n" style="color: #333;">rows</span><span class="p">;</span></span>
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753
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<pre style="margin: 0;">+<span id="LC753" class="line" lang="cpp"> <span class="p">}</span></span>
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754
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<pre style="margin: 0;">+<span id="LC754" class="line" lang="cpp"> <span class="p">}</span></span>
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755
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<pre style="margin: 0;">+<span id="LC755" class="line" lang="cpp"></span>
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<pre style="margin: 0;">+<span id="LC756" class="line" lang="cpp"> <span class="kt" style="color: #458; font-weight: 600;">void</span> <span class="n" style="color: #333;">deleteVector</span><span class="p">(</span><span class="kt" style="color: #458; font-weight: 600;">size_t</span> <span class="n" style="color: #333;">label</span><span class="p">)</span> <span class="p">{</span></span>
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<pre style="margin: 0;">+<span id="LC757" class="line" lang="cpp"> <span class="n" style="color: #333;">alg</span><span class="o" style="font-weight: 600;">-></span><span class="n" style="color: #333;">removePoint</span><span class="p">(</span><span class="n" style="color: #333;">label</span><span class="p">);</span></span>
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<pre style="margin: 0;">+<span id="LC758" class="line" lang="cpp"> <span class="p">}</span></span>
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<pre style="margin: 0;">+<span id="LC759" class="line" lang="cpp"></span>
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<pre style="margin: 0;">+<span id="LC760" class="line" lang="cpp"> <span class="kt" style="color: #458; font-weight: 600;">void</span> <span class="n" style="color: #333;">saveIndex</span><span class="p">(</span><span class="k" style="font-weight: 600;">const</span> <span class="n" style="color: #333;">std</span><span class="o" style="font-weight: 600;">::</span><span class="n" style="color: #333;">string</span> <span class="o" style="font-weight: 600;">&</span><span class="n" style="color: #333;">path_to_index</span><span class="p">)</span> <span class="p">{</span></span>
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<pre style="margin: 0;">+<span id="LC761" class="line" lang="cpp"> <span class="n" style="color: #333;">alg</span><span class="o" style="font-weight: 600;">-></span><span class="n" style="color: #333;">saveIndex</span><span class="p">(</span><span class="n" style="color: #333;">path_to_index</span><span class="p">);</span></span>
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762
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<pre style="margin: 0;">+<span id="LC762" class="line" lang="cpp"> <span class="p">}</span></span>
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763
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<pre style="margin: 0;">+<span id="LC763" class="line" lang="cpp"></span>
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764
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<pre style="margin: 0;">+<span id="LC764" class="line" lang="cpp"> <span class="kt" style="color: #458; font-weight: 600;">void</span> <span class="n" style="color: #333;">loadIndex</span><span class="p">(</span><span class="k" style="font-weight: 600;">const</span> <span class="n" style="color: #333;">std</span><span class="o" style="font-weight: 600;">::</span><span class="n" style="color: #333;">string</span> <span class="o" style="font-weight: 600;">&</span><span class="n" style="color: #333;">path_to_index</span><span class="p">,</span> <span class="kt" style="color: #458; font-weight: 600;">size_t</span> <span class="n" style="color: #333;">max_elements</span><span class="p">)</span> <span class="p">{</span></span>
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765
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<pre style="margin: 0;">+<span id="LC765" class="line" lang="cpp"> <span class="k" style="font-weight: 600;">if</span> <span class="p">(</span><span class="n" style="color: #333;">alg</span><span class="p">)</span> <span class="p">{</span></span>
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766
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<pre style="margin: 0;">+<span id="LC766" class="line" lang="cpp"> <span class="n" style="color: #333;">std</span><span class="o" style="font-weight: 600;">::</span><span class="n" style="color: #333;">cerr</span><span class="o" style="font-weight: 600;"><<</span><span class="s" style="color: #d14;">"Warning: Calling load_index for an already inited index. Old index is being deallocated."</span><span class="p">;</span></span>
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767
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<pre style="margin: 0;">+<span id="LC767" class="line" lang="cpp"> <span class="k" style="font-weight: 600;">delete</span> <span class="n" style="color: #333;">alg</span><span class="p">;</span></span>
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768
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<pre style="margin: 0;">+<span id="LC768" class="line" lang="cpp"> <span class="p">}</span></span>
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769
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<pre style="margin: 0;">+<span id="LC769" class="line" lang="cpp"> <span class="n" style="color: #333;">alg</span> <span class="o" style="font-weight: 600;">=</span> <span class="k" style="font-weight: 600;">new</span> <span class="n" style="color: #333;">hnswlib</span><span class="o" style="font-weight: 600;">::</span><span class="n" style="color: #333;">BruteforceSearch</span><span class="o" style="font-weight: 600;"><</span><span class="n" style="color: #333;">dist_t</span><span class="o" style="font-weight: 600;">></span><span class="p">(</span><span class="n" style="color: #333;">space</span><span class="p">,</span> <span class="n" style="color: #333;">path_to_index</span><span class="p">);</span></span>
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770
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<pre style="margin: 0;">+<span id="LC770" class="line" lang="cpp"> <span class="n" style="color: #333;">cur_l</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">alg</span><span class="o" style="font-weight: 600;">-></span><span class="n" style="color: #333;">cur_element_count</span><span class="p">;</span></span>
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771
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<pre style="margin: 0;">+<span id="LC771" class="line" lang="cpp"> <span class="n" style="color: #333;">index_inited</span> <span class="o" style="font-weight: 600;">=</span> <span class="nb" style="color: #0086b3;">true</span><span class="p">;</span></span>
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<pre style="margin: 0;">+<span id="LC772" class="line" lang="cpp"> <span class="p">}</span></span>
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773
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<pre style="margin: 0;">+<span id="LC773" class="line" lang="cpp"></span>
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774
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<pre style="margin: 0;">+<span id="LC774" class="line" lang="cpp"> <span class="n" style="color: #333;">py</span><span class="o" style="font-weight: 600;">::</span><span class="n" style="color: #333;">object</span> <span class="n" style="color: #333;">knnQuery_return_numpy</span><span class="p">(</span><span class="n" style="color: #333;">py</span><span class="o" style="font-weight: 600;">::</span><span class="n" style="color: #333;">object</span> <span class="n" style="color: #333;">input</span><span class="p">,</span> <span class="kt" style="color: #458; font-weight: 600;">size_t</span> <span class="n" style="color: #333;">k</span> <span class="o" style="font-weight: 600;">=</span> <span class="mi" style="color: #099;">1</span><span class="p">)</span> <span class="p">{</span></span>
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<pre style="margin: 0;">+<span id="LC775" class="line" lang="cpp"></span>
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<pre style="margin: 0;">+<span id="LC776" class="line" lang="cpp"> <span class="n" style="color: #333;">py</span><span class="o" style="font-weight: 600;">::</span><span class="n" style="color: #333;">array_t</span> <span class="o" style="font-weight: 600;"><</span> <span class="n" style="color: #333;">dist_t</span><span class="p">,</span> <span class="n" style="color: #333;">py</span><span class="o" style="font-weight: 600;">::</span><span class="n" style="color: #333;">array</span><span class="o" style="font-weight: 600;">::</span><span class="n" style="color: #333;">c_style</span> <span class="o" style="font-weight: 600;">|</span> <span class="n" style="color: #333;">py</span><span class="o" style="font-weight: 600;">::</span><span class="n" style="color: #333;">array</span><span class="o" style="font-weight: 600;">::</span><span class="n" style="color: #333;">forcecast</span> <span class="o" style="font-weight: 600;">></span> <span class="n" style="color: #333;">items</span><span class="p">(</span><span class="n" style="color: #333;">input</span><span class="p">);</span></span>
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<pre style="margin: 0;">+<span id="LC777" class="line" lang="cpp"> <span class="k" style="font-weight: 600;">auto</span> <span class="n" style="color: #333;">buffer</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">items</span><span class="p">.</span><span class="n" style="color: #333;">request</span><span class="p">();</span></span>
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<pre style="margin: 0;">+<span id="LC778" class="line" lang="cpp"> <span class="n" style="color: #333;">hnswlib</span><span class="o" style="font-weight: 600;">::</span><span class="n" style="color: #333;">labeltype</span> <span class="o" style="font-weight: 600;">*</span><span class="n" style="color: #333;">data_numpy_l</span><span class="p">;</span></span>
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779
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<pre style="margin: 0;">+<span id="LC779" class="line" lang="cpp"> <span class="n" style="color: #333;">dist_t</span> <span class="o" style="font-weight: 600;">*</span><span class="n" style="color: #333;">data_numpy_d</span><span class="p">;</span></span>
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780
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<pre style="margin: 0;">+<span id="LC780" class="line" lang="cpp"> <span class="kt" style="color: #458; font-weight: 600;">size_t</span> <span class="n" style="color: #333;">rows</span><span class="p">,</span> <span class="n" style="color: #333;">features</span><span class="p">;</span></span>
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781
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<pre style="margin: 0;">+<span id="LC781" class="line" lang="cpp"> <span class="p">{</span></span>
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782
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<pre style="margin: 0;">+<span id="LC782" class="line" lang="cpp"> <span class="n" style="color: #333;">py</span><span class="o" style="font-weight: 600;">::</span><span class="n" style="color: #333;">gil_scoped_release</span> <span class="n" style="color: #333;">l</span><span class="p">;</span></span>
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783
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<pre style="margin: 0;">+<span id="LC783" class="line" lang="cpp"></span>
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784
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<pre style="margin: 0;">+<span id="LC784" class="line" lang="cpp"> <span class="k" style="font-weight: 600;">if</span> <span class="p">(</span><span class="n" style="color: #333;">buffer</span><span class="p">.</span><span class="n" style="color: #333;">ndim</span> <span class="o" style="font-weight: 600;">!=</span> <span class="mi" style="color: #099;">2</span> <span class="o" style="font-weight: 600;">&&</span> <span class="n" style="color: #333;">buffer</span><span class="p">.</span><span class="n" style="color: #333;">ndim</span> <span class="o" style="font-weight: 600;">!=</span> <span class="mi" style="color: #099;">1</span><span class="p">)</span> <span class="k" style="font-weight: 600;">throw</span> <span class="n" style="color: #333;">std</span><span class="o" style="font-weight: 600;">::</span><span class="n" style="color: #333;">runtime_error</span><span class="p">(</span><span class="s" style="color: #d14;">"data must be a 1d/2d array"</span><span class="p">);</span></span>
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785
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<pre style="margin: 0;">+<span id="LC785" class="line" lang="cpp"> <span class="k" style="font-weight: 600;">if</span> <span class="p">(</span><span class="n" style="color: #333;">buffer</span><span class="p">.</span><span class="n" style="color: #333;">ndim</span> <span class="o" style="font-weight: 600;">==</span> <span class="mi" style="color: #099;">2</span><span class="p">)</span> <span class="p">{</span></span>
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786
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<pre style="margin: 0;">+<span id="LC786" class="line" lang="cpp"> <span class="n" style="color: #333;">rows</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">buffer</span><span class="p">.</span><span class="n" style="color: #333;">shape</span><span class="p">[</span><span class="mi" style="color: #099;">0</span><span class="p">];</span></span>
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787
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<pre style="margin: 0;">+<span id="LC787" class="line" lang="cpp"> <span class="n" style="color: #333;">features</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">buffer</span><span class="p">.</span><span class="n" style="color: #333;">shape</span><span class="p">[</span><span class="mi" style="color: #099;">1</span><span class="p">];</span></span>
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788
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<pre style="margin: 0;">+<span id="LC788" class="line" lang="cpp"> <span class="p">}</span> <span class="k" style="font-weight: 600;">else</span> <span class="p">{</span></span>
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789
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<pre style="margin: 0;">+<span id="LC789" class="line" lang="cpp"> <span class="n" style="color: #333;">rows</span> <span class="o" style="font-weight: 600;">=</span> <span class="mi" style="color: #099;">1</span><span class="p">;</span></span>
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790
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<pre style="margin: 0;">+<span id="LC790" class="line" lang="cpp"> <span class="n" style="color: #333;">features</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">buffer</span><span class="p">.</span><span class="n" style="color: #333;">shape</span><span class="p">[</span><span class="mi" style="color: #099;">0</span><span class="p">];</span></span>
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791
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<pre style="margin: 0;">+<span id="LC791" class="line" lang="cpp"> <span class="p">}</span></span>
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792
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<pre style="margin: 0;">+<span id="LC792" class="line" lang="cpp"></span>
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793
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<pre style="margin: 0;">+<span id="LC793" class="line" lang="cpp"> <span class="n" style="color: #333;">data_numpy_l</span> <span class="o" style="font-weight: 600;">=</span> <span class="k" style="font-weight: 600;">new</span> <span class="n" style="color: #333;">hnswlib</span><span class="o" style="font-weight: 600;">::</span><span class="n" style="color: #333;">labeltype</span><span class="p">[</span><span class="n" style="color: #333;">rows</span> <span class="o" style="font-weight: 600;">*</span> <span class="n" style="color: #333;">k</span><span class="p">];</span></span>
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794
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<pre style="margin: 0;">+<span id="LC794" class="line" lang="cpp"> <span class="n" style="color: #333;">data_numpy_d</span> <span class="o" style="font-weight: 600;">=</span> <span class="k" style="font-weight: 600;">new</span> <span class="n" style="color: #333;">dist_t</span><span class="p">[</span><span class="n" style="color: #333;">rows</span> <span class="o" style="font-weight: 600;">*</span> <span class="n" style="color: #333;">k</span><span class="p">];</span></span>
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655
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795
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<pre style="margin: 0;"> <span id="LC795" class="line" lang="cpp"></span>
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796
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<pre style="margin: 0;">+<span id="LC796" class="line" lang="cpp"> <span class="k" style="font-weight: 600;">for</span> <span class="p">(</span><span class="kt" style="color: #458; font-weight: 600;">size_t</span> <span class="n" style="color: #333;">row</span> <span class="o" style="font-weight: 600;">=</span> <span class="mi" style="color: #099;">0</span><span class="p">;</span> <span class="n" style="color: #333;">row</span> <span class="o" style="font-weight: 600;"><</span> <span class="n" style="color: #333;">rows</span><span class="p">;</span> <span class="n" style="color: #333;">row</span><span class="o" style="font-weight: 600;">++</span><span class="p">)</span> <span class="p">{</span></span>
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<pre style="margin: 0;">+<span id="LC797" class="line" lang="cpp"> <span class="n" style="color: #333;">std</span><span class="o" style="font-weight: 600;">::</span><span class="n" style="color: #333;">priority_queue</span><span class="o" style="font-weight: 600;"><</span><span class="n" style="color: #333;">std</span><span class="o" style="font-weight: 600;">::</span><span class="n" style="color: #333;">pair</span><span class="o" style="font-weight: 600;"><</span><span class="n" style="color: #333;">dist_t</span><span class="p">,</span> <span class="n" style="color: #333;">hnswlib</span><span class="o" style="font-weight: 600;">::</span><span class="n" style="color: #333;">labeltype</span> <span class="o" style="font-weight: 600;">>></span> <span class="n" style="color: #333;">result</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">alg</span><span class="o" style="font-weight: 600;">-></span><span class="n" style="color: #333;">searchKnn</span><span class="p">(</span></span>
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798
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<pre style="margin: 0;">+<span id="LC798" class="line" lang="cpp"> <span class="p">(</span><span class="kt" style="color: #458; font-weight: 600;">void</span> <span class="o" style="font-weight: 600;">*</span><span class="p">)</span> <span class="n" style="color: #333;">items</span><span class="p">.</span><span class="n" style="color: #333;">data</span><span class="p">(</span><span class="n" style="color: #333;">row</span><span class="p">),</span> <span class="n" style="color: #333;">k</span><span class="p">);</span></span>
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799
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<pre style="margin: 0;">+<span id="LC799" class="line" lang="cpp"> <span class="k" style="font-weight: 600;">for</span> <span class="p">(</span><span class="kt" style="color: #458; font-weight: 600;">int</span> <span class="n" style="color: #333;">i</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">k</span> <span class="o" style="font-weight: 600;">-</span> <span class="mi" style="color: #099;">1</span><span class="p">;</span> <span class="n" style="color: #333;">i</span> <span class="o" style="font-weight: 600;">>=</span> <span class="mi" style="color: #099;">0</span><span class="p">;</span> <span class="n" style="color: #333;">i</span><span class="o" style="font-weight: 600;">--</span><span class="p">)</span> <span class="p">{</span></span>
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800
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<pre style="margin: 0;">+<span id="LC800" class="line" lang="cpp"> <span class="k" style="font-weight: 600;">auto</span> <span class="o" style="font-weight: 600;">&</span><span class="n" style="color: #333;">result_tuple</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">result</span><span class="p">.</span><span class="n" style="color: #333;">top</span><span class="p">();</span></span>
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801
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<pre style="margin: 0;">+<span id="LC801" class="line" lang="cpp"> <span class="n" style="color: #333;">data_numpy_d</span><span class="p">[</span><span class="n" style="color: #333;">row</span> <span class="o" style="font-weight: 600;">*</span> <span class="n" style="color: #333;">k</span> <span class="o" style="font-weight: 600;">+</span> <span class="n" style="color: #333;">i</span><span class="p">]</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">result_tuple</span><span class="p">.</span><span class="n" style="color: #333;">first</span><span class="p">;</span></span>
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802
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<pre style="margin: 0;">+<span id="LC802" class="line" lang="cpp"> <span class="n" style="color: #333;">data_numpy_l</span><span class="p">[</span><span class="n" style="color: #333;">row</span> <span class="o" style="font-weight: 600;">*</span> <span class="n" style="color: #333;">k</span> <span class="o" style="font-weight: 600;">+</span> <span class="n" style="color: #333;">i</span><span class="p">]</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">result_tuple</span><span class="p">.</span><span class="n" style="color: #333;">second</span><span class="p">;</span></span>
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803
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<pre style="margin: 0;">+<span id="LC803" class="line" lang="cpp"> <span class="n" style="color: #333;">result</span><span class="p">.</span><span class="n" style="color: #333;">pop</span><span class="p">();</span></span>
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804
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<pre style="margin: 0;">+<span id="LC804" class="line" lang="cpp"> <span class="p">}</span></span>
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805
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<pre style="margin: 0;">+<span id="LC805" class="line" lang="cpp"> <span class="p">}</span></span>
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<pre style="margin: 0;">+<span id="LC806" class="line" lang="cpp"> <span class="p">}</span></span>
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<pre style="margin: 0;">+<span id="LC807" class="line" lang="cpp"></span>
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<pre style="margin: 0;">+<span id="LC808" class="line" lang="cpp"> <span class="n" style="color: #333;">py</span><span class="o" style="font-weight: 600;">::</span><span class="n" style="color: #333;">capsule</span> <span class="n" style="color: #333;">free_when_done_l</span><span class="p">(</span><span class="n" style="color: #333;">data_numpy_l</span><span class="p">,</span> <span class="p">[](</span><span class="kt" style="color: #458; font-weight: 600;">void</span> <span class="o" style="font-weight: 600;">*</span><span class="n" style="color: #333;">f</span><span class="p">)</span> <span class="p">{</span></span>
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809
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<pre style="margin: 0;">+<span id="LC809" class="line" lang="cpp"> <span class="k" style="font-weight: 600;">delete</span><span class="p">[]</span> <span class="n" style="color: #333;">f</span><span class="p">;</span></span>
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810
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<pre style="margin: 0;">+<span id="LC810" class="line" lang="cpp"> <span class="p">});</span></span>
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<pre style="margin: 0;">+<span id="LC811" class="line" lang="cpp"> <span class="n" style="color: #333;">py</span><span class="o" style="font-weight: 600;">::</span><span class="n" style="color: #333;">capsule</span> <span class="n" style="color: #333;">free_when_done_d</span><span class="p">(</span><span class="n" style="color: #333;">data_numpy_d</span><span class="p">,</span> <span class="p">[](</span><span class="kt" style="color: #458; font-weight: 600;">void</span> <span class="o" style="font-weight: 600;">*</span><span class="n" style="color: #333;">f</span><span class="p">)</span> <span class="p">{</span></span>
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812
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<pre style="margin: 0;">+<span id="LC812" class="line" lang="cpp"> <span class="k" style="font-weight: 600;">delete</span><span class="p">[]</span> <span class="n" style="color: #333;">f</span><span class="p">;</span></span>
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813
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<pre style="margin: 0;">+<span id="LC813" class="line" lang="cpp"> <span class="p">});</span></span>
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<pre style="margin: 0;">+<span id="LC814" class="line" lang="cpp"></span>
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<pre style="margin: 0;">+<span id="LC815" class="line" lang="cpp"></span>
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816
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<pre style="margin: 0;">+<span id="LC816" class="line" lang="cpp"> <span class="k" style="font-weight: 600;">return</span> <span class="n" style="color: #333;">py</span><span class="o" style="font-weight: 600;">::</span><span class="n" style="color: #333;">make_tuple</span><span class="p">(</span></span>
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<pre style="margin: 0;">+<span id="LC817" class="line" lang="cpp"> <span class="n" style="color: #333;">py</span><span class="o" style="font-weight: 600;">::</span><span class="n" style="color: #333;">array_t</span><span class="o" style="font-weight: 600;"><</span><span class="n" style="color: #333;">hnswlib</span><span class="o" style="font-weight: 600;">::</span><span class="n" style="color: #333;">labeltype</span><span class="o" style="font-weight: 600;">></span><span class="p">(</span></span>
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818
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<pre style="margin: 0;">+<span id="LC818" class="line" lang="cpp"> <span class="p">{</span><span class="n" style="color: #333;">rows</span><span class="p">,</span> <span class="n" style="color: #333;">k</span><span class="p">},</span> <span class="c1" style="color: #998; font-style: italic;">// shape</span></span>
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819
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<pre style="margin: 0;">+<span id="LC819" class="line" lang="cpp"> <span class="p">{</span><span class="n" style="color: #333;">k</span> <span class="o" style="font-weight: 600;">*</span> <span class="k" style="font-weight: 600;">sizeof</span><span class="p">(</span><span class="n" style="color: #333;">hnswlib</span><span class="o" style="font-weight: 600;">::</span><span class="n" style="color: #333;">labeltype</span><span class="p">),</span></span>
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820
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<pre style="margin: 0;">+<span id="LC820" class="line" lang="cpp"> <span class="k" style="font-weight: 600;">sizeof</span><span class="p">(</span><span class="n" style="color: #333;">hnswlib</span><span class="o" style="font-weight: 600;">::</span><span class="n" style="color: #333;">labeltype</span><span class="p">)},</span> <span class="c1" style="color: #998; font-style: italic;">// C-style contiguous strides for double</span></span>
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821
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<pre style="margin: 0;">+<span id="LC821" class="line" lang="cpp"> <span class="n" style="color: #333;">data_numpy_l</span><span class="p">,</span> <span class="c1" style="color: #998; font-style: italic;">// the data pointer</span></span>
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822
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<pre style="margin: 0;">+<span id="LC822" class="line" lang="cpp"> <span class="n" style="color: #333;">free_when_done_l</span><span class="p">),</span></span>
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823
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<pre style="margin: 0;">+<span id="LC823" class="line" lang="cpp"> <span class="n" style="color: #333;">py</span><span class="o" style="font-weight: 600;">::</span><span class="n" style="color: #333;">array_t</span><span class="o" style="font-weight: 600;"><</span><span class="n" style="color: #333;">dist_t</span><span class="o" style="font-weight: 600;">></span><span class="p">(</span></span>
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824
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<pre style="margin: 0;">+<span id="LC824" class="line" lang="cpp"> <span class="p">{</span><span class="n" style="color: #333;">rows</span><span class="p">,</span> <span class="n" style="color: #333;">k</span><span class="p">},</span> <span class="c1" style="color: #998; font-style: italic;">// shape</span></span>
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825
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<pre style="margin: 0;">+<span id="LC825" class="line" lang="cpp"> <span class="p">{</span><span class="n" style="color: #333;">k</span> <span class="o" style="font-weight: 600;">*</span> <span class="k" style="font-weight: 600;">sizeof</span><span class="p">(</span><span class="n" style="color: #333;">dist_t</span><span class="p">),</span> <span class="k" style="font-weight: 600;">sizeof</span><span class="p">(</span><span class="n" style="color: #333;">dist_t</span><span class="p">)},</span> <span class="c1" style="color: #998; font-style: italic;">// C-style contiguous strides for double</span></span>
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<pre style="margin: 0;">+<span id="LC826" class="line" lang="cpp"> <span class="n" style="color: #333;">data_numpy_d</span><span class="p">,</span> <span class="c1" style="color: #998; font-style: italic;">// the data pointer</span></span>
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827
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<pre style="margin: 0;">+<span id="LC827" class="line" lang="cpp"> <span class="n" style="color: #333;">free_when_done_d</span><span class="p">));</span></span>
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<pre style="margin: 0;">+<span id="LC828" class="line" lang="cpp"></span>
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<pre style="margin: 0;">+<span id="LC829" class="line" lang="cpp"> <span class="p">}</span></span>
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<pre style="margin: 0;">+<span id="LC830" class="line" lang="cpp"></span>
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<pre style="margin: 0;">+<span id="LC831" class="line" lang="cpp"><span class="p">};</span></span>
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<pre style="margin: 0;"> <span id="LC832" class="line" lang="cpp"></span>
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<pre style="margin: 0;"> <span id="LC833" class="line" lang="cpp"><span class="n" style="color: #333;">PYBIND11_PLUGIN</span><span class="p">(</span><span class="n" style="color: #333;">hnswlib</span><span class="p">)</span> <span class="p">{</span></span>
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834
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<pre style="margin: 0;"> <span id="LC834" class="line" lang="cpp"> <span class="n" style="color: #333;">py</span><span class="o" style="font-weight: 600;">::</span><span class="n" style="color: #333;">module</span> <span class="n" style="color: #333;">m</span><span class="p">(</span><span class="s" style="color: #d14;">"hnswlib"</span><span class="p">);</span></span>
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<td class="diff-line-num unfold js-unfold old_line" data-linenumber="672" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">...</td>
<td class="diff-line-num unfold js-unfold new_line" data-linenumber="848" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">...</td>
<td class="line_content match " style="padding-left: 0.5em; padding-right: 0.5em; color: rgba(0,0,0,0.3);" bgcolor="#fafafa">@@ -672,6 +848,7 @@ PYBIND11_PLUGIN(hnswlib) {</td>
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848
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<pre style="margin: 0;"> <span id="LC848" class="line" lang="cpp"> <span class="p">.</span><span class="n" style="color: #333;">def</span><span class="p">(</span><span class="s" style="color: #d14;">"save_index"</span><span class="p">,</span> <span class="o" style="font-weight: 600;">&</span><span class="n" style="color: #333;">Index</span><span class="o" style="font-weight: 600;"><</span><span class="kt" style="color: #458; font-weight: 600;">float</span><span class="o" style="font-weight: 600;">>::</span><span class="n" style="color: #333;">saveIndex</span><span class="p">,</span> <span class="n" style="color: #333;">py</span><span class="o" style="font-weight: 600;">::</span><span class="n" style="color: #333;">arg</span><span class="p">(</span><span class="s" style="color: #d14;">"path_to_index"</span><span class="p">))</span></span>
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673
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849
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<pre style="margin: 0;"> <span id="LC849" class="line" lang="cpp"> <span class="p">.</span><span class="n" style="color: #333;">def</span><span class="p">(</span><span class="s" style="color: #d14;">"load_index"</span><span class="p">,</span> <span class="o" style="font-weight: 600;">&</span><span class="n" style="color: #333;">Index</span><span class="o" style="font-weight: 600;"><</span><span class="kt" style="color: #458; font-weight: 600;">float</span><span class="o" style="font-weight: 600;">>::</span><span class="n" style="color: #333;">loadIndex</span><span class="p">,</span> <span class="n" style="color: #333;">py</span><span class="o" style="font-weight: 600;">::</span><span class="n" style="color: #333;">arg</span><span class="p">(</span><span class="s" style="color: #d14;">"path_to_index"</span><span class="p">),</span> <span class="n" style="color: #333;">py</span><span class="o" style="font-weight: 600;">::</span><span class="n" style="color: #333;">arg</span><span class="p">(</span><span class="s" style="color: #d14;">"max_elements"</span><span class="p">)</span><span class="o" style="font-weight: 600;">=</span><span class="mi" style="color: #099;">0</span><span class="p">)</span></span>
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850
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<pre style="margin: 0;"> <span id="LC850" class="line" lang="cpp"> <span class="p">.</span><span class="n" style="color: #333;">def</span><span class="p">(</span><span class="s" style="color: #d14;">"mark_deleted"</span><span class="p">,</span> <span class="o" style="font-weight: 600;">&</span><span class="n" style="color: #333;">Index</span><span class="o" style="font-weight: 600;"><</span><span class="kt" style="color: #458; font-weight: 600;">float</span><span class="o" style="font-weight: 600;">>::</span><span class="n" style="color: #333;">markDeleted</span><span class="p">,</span> <span class="n" style="color: #333;">py</span><span class="o" style="font-weight: 600;">::</span><span class="n" style="color: #333;">arg</span><span class="p">(</span><span class="s" style="color: #d14;">"label"</span><span class="p">))</span></span>
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851
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<pre style="margin: 0;">+<span id="LC851" class="line" lang="cpp"> <span class="p">.</span><span class="n" style="color: #333;">def</span><span class="p">(</span><span class="s" style="color: #d14;">"unmark_deleted"</span><span class="p">,</span> <span class="o" style="font-weight: 600;">&</span><span class="n" style="color: #333;">Index</span><span class="o" style="font-weight: 600;"><</span><span class="kt" style="color: #458; font-weight: 600;">float</span><span class="o" style="font-weight: 600;">>::</span><span class="n" style="color: #333;">unmarkDeleted</span><span class="p">,</span> <span class="n" style="color: #333;">py</span><span class="o" style="font-weight: 600;">::</span><span class="n" style="color: #333;">arg</span><span class="p">(</span><span class="s" style="color: #d14;">"label"</span><span class="p">))</span></span>
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675
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852
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<pre style="margin: 0;"> <span id="LC852" class="line" lang="cpp"> <span class="p">.</span><span class="n" style="color: #333;">def</span><span class="p">(</span><span class="s" style="color: #d14;">"resize_index"</span><span class="p">,</span> <span class="o" style="font-weight: 600;">&</span><span class="n" style="color: #333;">Index</span><span class="o" style="font-weight: 600;"><</span><span class="kt" style="color: #458; font-weight: 600;">float</span><span class="o" style="font-weight: 600;">>::</span><span class="n" style="color: #333;">resizeIndex</span><span class="p">,</span> <span class="n" style="color: #333;">py</span><span class="o" style="font-weight: 600;">::</span><span class="n" style="color: #333;">arg</span><span class="p">(</span><span class="s" style="color: #d14;">"new_size"</span><span class="p">))</span></span>
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676
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853
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<pre style="margin: 0;"> <span id="LC853" class="line" lang="cpp"> <span class="p">.</span><span class="n" style="color: #333;">def</span><span class="p">(</span><span class="s" style="color: #d14;">"get_max_elements"</span><span class="p">,</span> <span class="o" style="font-weight: 600;">&</span><span class="n" style="color: #333;">Index</span><span class="o" style="font-weight: 600;"><</span><span class="kt" style="color: #458; font-weight: 600;">float</span><span class="o" style="font-weight: 600;">>::</span><span class="n" style="color: #333;">getMaxElements</span><span class="p">)</span></span>
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677
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854
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<pre style="margin: 0;"> <span id="LC854" class="line" lang="cpp"> <span class="p">.</span><span class="n" style="color: #333;">def</span><span class="p">(</span><span class="s" style="color: #d14;">"get_current_count"</span><span class="p">,</span> <span class="o" style="font-weight: 600;">&</span><span class="n" style="color: #333;">Index</span><span class="o" style="font-weight: 600;"><</span><span class="kt" style="color: #458; font-weight: 600;">float</span><span class="o" style="font-weight: 600;">>::</span><span class="n" style="color: #333;">getCurrentCount</span><span class="p">)</span></span>
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<td class="line_content match " style="padding-left: 0.5em; padding-right: 0.5em; color: rgba(0,0,0,0.3);" bgcolor="#fafafa">@@ -716,5 +893,16 @@ PYBIND11_PLUGIN(hnswlib) {</td>
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893
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<pre style="margin: 0;"> <span id="LC893" class="line" lang="cpp"> <span class="k" style="font-weight: 600;">return</span> <span class="s" style="color: #d14;">"<hnswlib.Index(space='"</span> <span class="o" style="font-weight: 600;">+</span> <span class="n" style="color: #333;">a</span><span class="p">.</span><span class="n" style="color: #333;">space_name</span> <span class="o" style="font-weight: 600;">+</span> <span class="s" style="color: #d14;">"', dim="</span><span class="o" style="font-weight: 600;">+</span><span class="n" style="color: #333;">std</span><span class="o" style="font-weight: 600;">::</span><span class="n" style="color: #333;">to_string</span><span class="p">(</span><span class="n" style="color: #333;">a</span><span class="p">.</span><span class="n" style="color: #333;">dim</span><span class="p">)</span><span class="o" style="font-weight: 600;">+</span><span class="s" style="color: #d14;">")>"</span><span class="p">;</span></span>
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717
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894
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<pre style="margin: 0;"> <span id="LC894" class="line" lang="cpp"> <span class="p">});</span></span>
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895
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<pre style="margin: 0;"> <span id="LC895" class="line" lang="cpp"></span>
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896
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<pre style="margin: 0;">+<span id="LC896" class="line" lang="cpp"> <span class="n" style="color: #333;">py</span><span class="o" style="font-weight: 600;">::</span><span class="n" style="color: #333;">class_</span><span class="o" style="font-weight: 600;"><</span><span class="n" style="color: #333;">BFIndex</span><span class="o" style="font-weight: 600;"><</span><span class="kt" style="color: #458; font-weight: 600;">float</span><span class="o" style="font-weight: 600;">>></span><span class="p">(</span><span class="n" style="color: #333;">m</span><span class="p">,</span> <span class="s" style="color: #d14;">"BFIndex"</span><span class="p">)</span></span>
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897
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<pre style="margin: 0;">+<span id="LC897" class="line" lang="cpp"> <span class="p">.</span><span class="n" style="color: #333;">def</span><span class="p">(</span><span class="n" style="color: #333;">py</span><span class="o" style="font-weight: 600;">::</span><span class="n" style="color: #333;">init</span><span class="o" style="font-weight: 600;"><</span><span class="k" style="font-weight: 600;">const</span> <span class="n" style="color: #333;">std</span><span class="o" style="font-weight: 600;">::</span><span class="n" style="color: #333;">string</span> <span class="o" style="font-weight: 600;">&</span><span class="p">,</span> <span class="k" style="font-weight: 600;">const</span> <span class="kt" style="color: #458; font-weight: 600;">int</span><span class="o" style="font-weight: 600;">></span><span class="p">(),</span> <span class="n" style="color: #333;">py</span><span class="o" style="font-weight: 600;">::</span><span class="n" style="color: #333;">arg</span><span class="p">(</span><span class="s" style="color: #d14;">"space"</span><span class="p">),</span> <span class="n" style="color: #333;">py</span><span class="o" style="font-weight: 600;">::</span><span class="n" style="color: #333;">arg</span><span class="p">(</span><span class="s" style="color: #d14;">"dim"</span><span class="p">))</span></span>
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898
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<pre style="margin: 0;">+<span id="LC898" class="line" lang="cpp"> <span class="p">.</span><span class="n" style="color: #333;">def</span><span class="p">(</span><span class="s" style="color: #d14;">"init_index"</span><span class="p">,</span> <span class="o" style="font-weight: 600;">&</span><span class="n" style="color: #333;">BFIndex</span><span class="o" style="font-weight: 600;"><</span><span class="kt" style="color: #458; font-weight: 600;">float</span><span class="o" style="font-weight: 600;">>::</span><span class="n" style="color: #333;">init_new_index</span><span class="p">,</span> <span class="n" style="color: #333;">py</span><span class="o" style="font-weight: 600;">::</span><span class="n" style="color: #333;">arg</span><span class="p">(</span><span class="s" style="color: #d14;">"max_elements"</span><span class="p">))</span></span>
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899
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<pre style="margin: 0;">+<span id="LC899" class="line" lang="cpp"> <span class="p">.</span><span class="n" style="color: #333;">def</span><span class="p">(</span><span class="s" style="color: #d14;">"knn_query"</span><span class="p">,</span> <span class="o" style="font-weight: 600;">&</span><span class="n" style="color: #333;">BFIndex</span><span class="o" style="font-weight: 600;"><</span><span class="kt" style="color: #458; font-weight: 600;">float</span><span class="o" style="font-weight: 600;">>::</span><span class="n" style="color: #333;">knnQuery_return_numpy</span><span class="p">,</span> <span class="n" style="color: #333;">py</span><span class="o" style="font-weight: 600;">::</span><span class="n" style="color: #333;">arg</span><span class="p">(</span><span class="s" style="color: #d14;">"data"</span><span class="p">),</span> <span class="n" style="color: #333;">py</span><span class="o" style="font-weight: 600;">::</span><span class="n" style="color: #333;">arg</span><span class="p">(</span><span class="s" style="color: #d14;">"k"</span><span class="p">)</span><span class="o" style="font-weight: 600;">=</span><span class="mi" style="color: #099;">1</span><span class="p">)</span></span>
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900
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<pre style="margin: 0;">+<span id="LC900" class="line" lang="cpp"> <span class="p">.</span><span class="n" style="color: #333;">def</span><span class="p">(</span><span class="s" style="color: #d14;">"add_items"</span><span class="p">,</span> <span class="o" style="font-weight: 600;">&</span><span class="n" style="color: #333;">BFIndex</span><span class="o" style="font-weight: 600;"><</span><span class="kt" style="color: #458; font-weight: 600;">float</span><span class="o" style="font-weight: 600;">>::</span><span class="n" style="color: #333;">addItems</span><span class="p">,</span> <span class="n" style="color: #333;">py</span><span class="o" style="font-weight: 600;">::</span><span class="n" style="color: #333;">arg</span><span class="p">(</span><span class="s" style="color: #d14;">"data"</span><span class="p">),</span> <span class="n" style="color: #333;">py</span><span class="o" style="font-weight: 600;">::</span><span class="n" style="color: #333;">arg</span><span class="p">(</span><span class="s" style="color: #d14;">"ids"</span><span class="p">)</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">py</span><span class="o" style="font-weight: 600;">::</span><span class="n" style="color: #333;">none</span><span class="p">())</span></span>
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901
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<pre style="margin: 0;">+<span id="LC901" class="line" lang="cpp"> <span class="p">.</span><span class="n" style="color: #333;">def</span><span class="p">(</span><span class="s" style="color: #d14;">"delete_vector"</span><span class="p">,</span> <span class="o" style="font-weight: 600;">&</span><span class="n" style="color: #333;">BFIndex</span><span class="o" style="font-weight: 600;"><</span><span class="kt" style="color: #458; font-weight: 600;">float</span><span class="o" style="font-weight: 600;">>::</span><span class="n" style="color: #333;">deleteVector</span><span class="p">,</span> <span class="n" style="color: #333;">py</span><span class="o" style="font-weight: 600;">::</span><span class="n" style="color: #333;">arg</span><span class="p">(</span><span class="s" style="color: #d14;">"label"</span><span class="p">))</span></span>
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<pre style="margin: 0;">+<span id="LC902" class="line" lang="cpp"> <span class="p">.</span><span class="n" style="color: #333;">def</span><span class="p">(</span><span class="s" style="color: #d14;">"save_index"</span><span class="p">,</span> <span class="o" style="font-weight: 600;">&</span><span class="n" style="color: #333;">BFIndex</span><span class="o" style="font-weight: 600;"><</span><span class="kt" style="color: #458; font-weight: 600;">float</span><span class="o" style="font-weight: 600;">>::</span><span class="n" style="color: #333;">saveIndex</span><span class="p">,</span> <span class="n" style="color: #333;">py</span><span class="o" style="font-weight: 600;">::</span><span class="n" style="color: #333;">arg</span><span class="p">(</span><span class="s" style="color: #d14;">"path_to_index"</span><span class="p">))</span></span>
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903
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<pre style="margin: 0;">+<span id="LC903" class="line" lang="cpp"> <span class="p">.</span><span class="n" style="color: #333;">def</span><span class="p">(</span><span class="s" style="color: #d14;">"load_index"</span><span class="p">,</span> <span class="o" style="font-weight: 600;">&</span><span class="n" style="color: #333;">BFIndex</span><span class="o" style="font-weight: 600;"><</span><span class="kt" style="color: #458; font-weight: 600;">float</span><span class="o" style="font-weight: 600;">>::</span><span class="n" style="color: #333;">loadIndex</span><span class="p">,</span> <span class="n" style="color: #333;">py</span><span class="o" style="font-weight: 600;">::</span><span class="n" style="color: #333;">arg</span><span class="p">(</span><span class="s" style="color: #d14;">"path_to_index"</span><span class="p">),</span> <span class="n" style="color: #333;">py</span><span class="o" style="font-weight: 600;">::</span><span class="n" style="color: #333;">arg</span><span class="p">(</span><span class="s" style="color: #d14;">"max_elements"</span><span class="p">)</span><span class="o" style="font-weight: 600;">=</span><span class="mi" style="color: #099;">0</span><span class="p">)</span></span>
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<pre style="margin: 0;">+<span id="LC904" class="line" lang="cpp"> <span class="p">.</span><span class="n" style="color: #333;">def</span><span class="p">(</span><span class="s" style="color: #d14;">"__repr__"</span><span class="p">,</span> <span class="p">[](</span><span class="k" style="font-weight: 600;">const</span> <span class="n" style="color: #333;">BFIndex</span><span class="o" style="font-weight: 600;"><</span><span class="kt" style="color: #458; font-weight: 600;">float</span><span class="o" style="font-weight: 600;">></span> <span class="o" style="font-weight: 600;">&</span><span class="n" style="color: #333;">a</span><span class="p">)</span> <span class="p">{</span></span>
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<pre style="margin: 0;">+<span id="LC905" class="line" lang="cpp"> <span class="k" style="font-weight: 600;">return</span> <span class="s" style="color: #d14;">"<hnswlib.BFIndex(space='"</span> <span class="o" style="font-weight: 600;">+</span> <span class="n" style="color: #333;">a</span><span class="p">.</span><span class="n" style="color: #333;">space_name</span> <span class="o" style="font-weight: 600;">+</span> <span class="s" style="color: #d14;">"', dim="</span><span class="o" style="font-weight: 600;">+</span><span class="n" style="color: #333;">std</span><span class="o" style="font-weight: 600;">::</span><span class="n" style="color: #333;">to_string</span><span class="p">(</span><span class="n" style="color: #333;">a</span><span class="p">.</span><span class="n" style="color: #333;">dim</span><span class="p">)</span><span class="o" style="font-weight: 600;">+</span><span class="s" style="color: #d14;">")>"</span><span class="p">;</span></span>
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<pre style="margin: 0;">+<span id="LC906" class="line" lang="cpp"> <span class="p">});</span></span>
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907
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<pre style="margin: 0;"> <span id="LC907" class="line" lang="cpp"> <span class="k" style="font-weight: 600;">return</span> <span class="n" style="color: #333;">m</span><span class="p">.</span><span class="n" style="color: #333;">ptr</span><span class="p">();</span></span>
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<pre style="margin: 0;"> <span id="LC908" class="line" lang="cpp"><span class="p">}</span></span></pre>
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<a href="https://salsa.debian.org/med-team/hnswlib/-/commit/c6215c32397a67ee35133a8ae5f77e886f00c040#53631ce4e8db3998d695f1af6e24b85c6891bef4"><strong>python_bindings/tests/bindings_test_labels.py</strong></a>
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<td class="line_content match " style="padding-left: 0.5em; padding-right: 0.5em; color: rgba(0,0,0,0.3);" bgcolor="#fafafa">@@ -8,7 +8,7 @@ import hnswlib</td>
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<pre style="margin: 0;"> <span id="LC8" class="line" lang="python"></span>
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<pre style="margin: 0;"> <span id="LC9" class="line" lang="python"><span class="k" style="font-weight: 600;">class</span> <span class="nc" style="color: #458; font-weight: 600;">RandomSelfTestCase</span><span class="p">(</span><span class="n" style="color: #333;">unittest</span><span class="p">.</span><span class="n" style="color: #333;">TestCase</span><span class="p">):</span></span>
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<pre style="margin: 0;"> <span id="LC10" class="line" lang="python"> <span class="k" style="font-weight: 600;">def</span> <span class="nf" style="color: #900; font-weight: 600;">testRandomSelf</span><span class="p">(</span><span class="bp" style="color: #999;">self</span><span class="p">):</span></span>
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<pre style="margin: 0;">-<span id="LC11" class="line" lang="python"> <span class="k" style="font-weight: 600;">for</span> <span class="n" style="color: #333;">idx</span> <span class="ow" style="font-weight: 600;">in</span> <span class="nb" style="color: #0086b3;">range</span><span class="p">(</span><span class="mi" style="color: #099;"><span class="idiff left right">16</span></span><span class="p">):</span></span>
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<pre style="margin: 0;">+<span id="LC11" class="line" lang="python"> <span class="k" style="font-weight: 600;">for</span> <span class="n" style="color: #333;">idx</span> <span class="ow" style="font-weight: 600;">in</span> <span class="nb" style="color: #0086b3;">range</span><span class="p">(</span><span class="mi" style="color: #099;"><span class="idiff left right">2</span></span><span class="p">):</span></span>
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<pre style="margin: 0;"> <span id="LC12" class="line" lang="python"> <span class="k" style="font-weight: 600;">print</span><span class="p">(</span><span class="s" style="color: #d14;">"</span><span class="se" style="color: #d14;">\n</span><span class="s" style="color: #d14;">**** Index save-load test ****</span><span class="se" style="color: #d14;">\n</span><span class="s" style="color: #d14;">"</span><span class="p">)</span></span>
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<pre style="margin: 0;"> <span id="LC13" class="line" lang="python"></span>
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<pre style="margin: 0;"> <span id="LC14" class="line" lang="python"> <span class="n" style="color: #333;">np</span><span class="p">.</span><span class="n" style="color: #333;">random</span><span class="p">.</span><span class="n" style="color: #333;">seed</span><span class="p">(</span><span class="n" style="color: #333;">idx</span><span class="p">)</span></span>
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<td class="line_content match " style="padding-left: 0.5em; padding-right: 0.5em; color: rgba(0,0,0,0.3);" bgcolor="#fafafa">@@ -94,23 +94,23 @@ class RandomSelfTestCase(unittest.TestCase):</td>
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<pre style="margin: 0;"> <span id="LC94" class="line" lang="python"> <span class="bp" style="color: #999;">self</span><span class="p">.</span><span class="n" style="color: #333;">assertEqual</span><span class="p">(</span><span class="n" style="color: #333;">np</span><span class="p">.</span><span class="nb" style="color: #0086b3;">sum</span><span class="p">(</span><span class="o" style="font-weight: 600;">~</span><span class="n" style="color: #333;">np</span><span class="p">.</span><span class="n" style="color: #333;">asarray</span><span class="p">(</span><span class="n" style="color: #333;">sorted_labels</span><span class="p">)</span> <span class="o" style="font-weight: 600;">==</span> <span class="n" style="color: #333;">np</span><span class="p">.</span><span class="n" style="color: #333;">asarray</span><span class="p">(</span><span class="nb" style="color: #0086b3;">range</span><span class="p">(</span><span class="n" style="color: #333;">num_elements</span><span class="p">))),</span> <span class="mi" style="color: #099;">0</span><span class="p">)</span></span>
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<pre style="margin: 0;"> <span id="LC95" class="line" lang="python"></span>
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<pre style="margin: 0;"> <span id="LC96" class="line" lang="python"> <span class="c1" style="color: #998; font-style: italic;"># Delete data1</span></span>
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<pre style="margin: 0;">-<span id="LC97" class="line" lang="python"> <span class="n" style="color: #333;">labels1</span><span class="p">,</span> <span class="n" style="color: #333;">_</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">p</span><span class="p">.</span><span class="n" style="color: #333;">knn_query</span><span class="p">(</span><span class="n" style="color: #333;">data1</span><span class="p">,</span> <span class="n" style="color: #333;">k</span><span class="o" style="font-weight: 600;">=</span><span class="mi" style="color: #099;">1</span><span class="p">)</span></span>
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<pre style="margin: 0;">+<span id="LC97" class="line" lang="python"> <span class="n" style="color: #333;">labels1<span class="idiff left right">_deleted</span></span><span class="p">,</span> <span class="n" style="color: #333;">_</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">p</span><span class="p">.</span><span class="n" style="color: #333;">knn_query</span><span class="p">(</span><span class="n" style="color: #333;">data1</span><span class="p">,</span> <span class="n" style="color: #333;">k</span><span class="o" style="font-weight: 600;">=</span><span class="mi" style="color: #099;">1</span><span class="p">)</span></span>
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98
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98
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<pre style="margin: 0;"> <span id="LC98" class="line" lang="python"></span>
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<pre style="margin: 0;">-<span id="LC99" class="line" lang="python"> <span class="k" style="font-weight: 600;">for</span> <span class="n" style="color: #333;">l</span> <span class="ow" style="font-weight: 600;">in</span> <span class="n" style="color: #333;">labels1</span><span class="p">:</span></span>
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99
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<pre style="margin: 0;">+<span id="LC99" class="line" lang="python"> <span class="k" style="font-weight: 600;">for</span> <span class="n" style="color: #333;">l</span> <span class="ow" style="font-weight: 600;">in</span> <span class="n" style="color: #333;">labels1<span class="idiff left right">_deleted</span></span><span class="p">:</span></span>
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100
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100
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<pre style="margin: 0;"> <span id="LC100" class="line" lang="python"> <span class="n" style="color: #333;">p</span><span class="p">.</span><span class="n" style="color: #333;">mark_deleted</span><span class="p">(</span><span class="n" style="color: #333;">l</span><span class="p">[</span><span class="mi" style="color: #099;">0</span><span class="p">])</span></span>
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101
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101
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<pre style="margin: 0;"> <span id="LC101" class="line" lang="python"> <span class="n" style="color: #333;">labels2</span><span class="p">,</span> <span class="n" style="color: #333;">_</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">p</span><span class="p">.</span><span class="n" style="color: #333;">knn_query</span><span class="p">(</span><span class="n" style="color: #333;">data2</span><span class="p">,</span> <span class="n" style="color: #333;">k</span><span class="o" style="font-weight: 600;">=</span><span class="mi" style="color: #099;">1</span><span class="p">)</span></span>
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102
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<pre style="margin: 0;">-<span id="LC102" class="line" lang="python"> <span class="n" style="color: #333;">items</span><span class="o" style="font-weight: 600;"><span class="idiff left right">=</span></span><span class="n" style="color: #333;">p</span><span class="p">.</span><span class="n" style="color: #333;">get_items</span><span class="p">(</span><span class="n" style="color: #333;">labels2</span><span class="p">)</span></span>
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<pre style="margin: 0;">+<span id="LC102" class="line" lang="python"> <span class="n" style="color: #333;">items</span><span class="idiff left"> </span><span class="o" style="font-weight: 600;"><span class="idiff">=</span></span><span class="idiff right"> </span><span class="n" style="color: #333;">p</span><span class="p">.</span><span class="n" style="color: #333;">get_items</span><span class="p">(</span><span class="n" style="color: #333;">labels2</span><span class="p">)</span></span>
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103
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<pre style="margin: 0;"> <span id="LC103" class="line" lang="python"> <span class="n" style="color: #333;">diff_with_gt_labels</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">np</span><span class="p">.</span><span class="n" style="color: #333;">mean</span><span class="p">(</span><span class="n" style="color: #333;">np</span><span class="p">.</span><span class="nb" style="color: #0086b3;">abs</span><span class="p">(</span><span class="n" style="color: #333;">data2</span><span class="o" style="font-weight: 600;">-</span><span class="n" style="color: #333;">items</span><span class="p">))</span></span>
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104
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<pre style="margin: 0;"> <span id="LC104" class="line" lang="python"> <span class="bp" style="color: #999;">self</span><span class="p">.</span><span class="n" style="color: #333;">assertAlmostEqual</span><span class="p">(</span><span class="n" style="color: #333;">diff_with_gt_labels</span><span class="p">,</span> <span class="mi" style="color: #099;">0</span><span class="p">,</span> <span class="n" style="color: #333;">delta</span><span class="o" style="font-weight: 600;">=</span><span class="mf" style="color: #099;">1e-3</span><span class="p">)</span> <span class="c1" style="color: #998; font-style: italic;"># console</span></span>
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<pre style="margin: 0;"> <span id="LC105" class="line" lang="python"></span>
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106
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<pre style="margin: 0;"> <span id="LC106" class="line" lang="python"> <span class="n" style="color: #333;">labels1_after</span><span class="p">,</span> <span class="n" style="color: #333;">_</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">p</span><span class="p">.</span><span class="n" style="color: #333;">knn_query</span><span class="p">(</span><span class="n" style="color: #333;">data1</span><span class="p">,</span> <span class="n" style="color: #333;">k</span><span class="o" style="font-weight: 600;">=</span><span class="mi" style="color: #099;">1</span><span class="p">)</span></span>
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107
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107
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<pre style="margin: 0;"> <span id="LC107" class="line" lang="python"> <span class="k" style="font-weight: 600;">for</span> <span class="n" style="color: #333;">la</span> <span class="ow" style="font-weight: 600;">in</span> <span class="n" style="color: #333;">labels1_after</span><span class="p">:</span></span>
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108
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<pre style="margin: 0;">-<span id="LC108" class="line" lang="python"> <span class="k" style="font-weight: 600;">for</span> <span class="n" style="color: #333;">lb</span> <span class="ow" style="font-weight: 600;">in</span> <span class="n" style="color: #333;">labels1</span><span class="p">:</span></span>
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108
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<pre style="margin: 0;">+<span id="LC108" class="line" lang="python"> <span class="k" style="font-weight: 600;">for</span> <span class="n" style="color: #333;">lb</span> <span class="ow" style="font-weight: 600;">in</span> <span class="n" style="color: #333;">labels1<span class="idiff left right">_deleted</span></span><span class="p">:</span></span>
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109
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109
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<pre style="margin: 0;"> <span id="LC109" class="line" lang="python"> <span class="k" style="font-weight: 600;">if</span> <span class="n" style="color: #333;">la</span><span class="p">[</span><span class="mi" style="color: #099;">0</span><span class="p">]</span> <span class="o" style="font-weight: 600;">==</span> <span class="n" style="color: #333;">lb</span><span class="p">[</span><span class="mi" style="color: #099;">0</span><span class="p">]:</span></span>
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110
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110
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<pre style="margin: 0;"> <span id="LC110" class="line" lang="python"> <span class="bp" style="color: #999;">self</span><span class="p">.</span><span class="n" style="color: #333;">assertTrue</span><span class="p">(</span><span class="bp" style="color: #999;">False</span><span class="p">)</span></span>
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111
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111
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<pre style="margin: 0;"> <span id="LC111" class="line" lang="python"> <span class="k" style="font-weight: 600;">print</span><span class="p">(</span><span class="s" style="color: #d14;">"All the data in data1 are removed"</span><span class="p">)</span></span>
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<pre style="margin: 0;"> <span id="LC112" class="line" lang="python"></span>
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<pre style="margin: 0;">-<span id="LC113" class="line" lang="python"> <span class="c1" style="color: #998; font-style: italic;"># <span class="idiff left right">c</span>hecking saving/loading index with elements marked as deleted</span></span>
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<pre style="margin: 0;">+<span id="LC113" class="line" lang="python"> <span class="c1" style="color: #998; font-style: italic;"># <span class="idiff left right">C</span>hecking saving/loading index with elements marked as deleted</span></span>
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<pre style="margin: 0;"> <span id="LC114" class="line" lang="python"> <span class="n" style="color: #333;">del_index_path</span> <span class="o" style="font-weight: 600;">=</span> <span class="s" style="color: #d14;">"with_deleted.bin"</span></span>
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<pre style="margin: 0;"> <span id="LC115" class="line" lang="python"> <span class="n" style="color: #333;">p</span><span class="p">.</span><span class="n" style="color: #333;">save_index</span><span class="p">(</span><span class="n" style="color: #333;">del_index_path</span><span class="p">)</span></span>
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<pre style="margin: 0;"> <span id="LC116" class="line" lang="python"> <span class="n" style="color: #333;">p</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">hnswlib</span><span class="p">.</span><span class="n" style="color: #333;">Index</span><span class="p">(</span><span class="n" style="color: #333;">space</span><span class="o" style="font-weight: 600;">=</span><span class="s" style="color: #d14;">'l2'</span><span class="p">,</span> <span class="n" style="color: #333;">dim</span><span class="o" style="font-weight: 600;">=</span><span class="n" style="color: #333;">dim</span><span class="p">)</span></span>
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<td class="line_content match " style="padding-left: 0.5em; padding-right: 0.5em; color: rgba(0,0,0,0.3);" bgcolor="#fafafa">@@ -119,9 +119,16 @@ class RandomSelfTestCase(unittest.TestCase):</td>
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<pre style="margin: 0;"> <span id="LC119" class="line" lang="python"></span>
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<pre style="margin: 0;"> <span id="LC120" class="line" lang="python"> <span class="n" style="color: #333;">labels1_after</span><span class="p">,</span> <span class="n" style="color: #333;">_</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">p</span><span class="p">.</span><span class="n" style="color: #333;">knn_query</span><span class="p">(</span><span class="n" style="color: #333;">data1</span><span class="p">,</span> <span class="n" style="color: #333;">k</span><span class="o" style="font-weight: 600;">=</span><span class="mi" style="color: #099;">1</span><span class="p">)</span></span>
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121
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<pre style="margin: 0;"> <span id="LC121" class="line" lang="python"> <span class="k" style="font-weight: 600;">for</span> <span class="n" style="color: #333;">la</span> <span class="ow" style="font-weight: 600;">in</span> <span class="n" style="color: #333;">labels1_after</span><span class="p">:</span></span>
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<pre style="margin: 0;">-<span id="LC122" class="line" lang="python"> <span class="k" style="font-weight: 600;">for</span> <span class="n" style="color: #333;">lb</span> <span class="ow" style="font-weight: 600;">in</span> <span class="n" style="color: #333;">labels1</span><span class="p">:</span></span>
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<pre style="margin: 0;">+<span id="LC122" class="line" lang="python"> <span class="k" style="font-weight: 600;">for</span> <span class="n" style="color: #333;">lb</span> <span class="ow" style="font-weight: 600;">in</span> <span class="n" style="color: #333;">labels1<span class="idiff left right">_deleted</span></span><span class="p">:</span></span>
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<pre style="margin: 0;"> <span id="LC123" class="line" lang="python"> <span class="k" style="font-weight: 600;">if</span> <span class="n" style="color: #333;">la</span><span class="p">[</span><span class="mi" style="color: #099;">0</span><span class="p">]</span> <span class="o" style="font-weight: 600;">==</span> <span class="n" style="color: #333;">lb</span><span class="p">[</span><span class="mi" style="color: #099;">0</span><span class="p">]:</span></span>
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<pre style="margin: 0;"> <span id="LC124" class="line" lang="python"> <span class="bp" style="color: #999;">self</span><span class="p">.</span><span class="n" style="color: #333;">assertTrue</span><span class="p">(</span><span class="bp" style="color: #999;">False</span><span class="p">)</span></span>
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<pre style="margin: 0;"> <span id="LC125" class="line" lang="python"></span>
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<pre style="margin: 0;">+<span id="LC126" class="line" lang="python"> <span class="c1" style="color: #998; font-style: italic;"># Unmark deleted data</span></span>
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<pre style="margin: 0;">+<span id="LC127" class="line" lang="python"> <span class="k" style="font-weight: 600;">for</span> <span class="n" style="color: #333;">l</span> <span class="ow" style="font-weight: 600;">in</span> <span class="n" style="color: #333;">labels1_deleted</span><span class="p">:</span></span>
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<pre style="margin: 0;">+<span id="LC128" class="line" lang="python"> <span class="n" style="color: #333;">p</span><span class="p">.</span><span class="n" style="color: #333;">unmark_deleted</span><span class="p">(</span><span class="n" style="color: #333;">l</span><span class="p">[</span><span class="mi" style="color: #099;">0</span><span class="p">])</span></span>
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<pre style="margin: 0;">+<span id="LC129" class="line" lang="python"> <span class="n" style="color: #333;">labels_restored</span><span class="p">,</span> <span class="n" style="color: #333;">_</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">p</span><span class="p">.</span><span class="n" style="color: #333;">knn_query</span><span class="p">(</span><span class="n" style="color: #333;">data1</span><span class="p">,</span> <span class="n" style="color: #333;">k</span><span class="o" style="font-weight: 600;">=</span><span class="mi" style="color: #099;">1</span><span class="p">)</span></span>
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<pre style="margin: 0;">+<span id="LC130" class="line" lang="python"> <span class="bp" style="color: #999;">self</span><span class="p">.</span><span class="n" style="color: #333;">assertAlmostEqual</span><span class="p">(</span><span class="n" style="color: #333;">np</span><span class="p">.</span><span class="n" style="color: #333;">mean</span><span class="p">(</span><span class="n" style="color: #333;">labels_restored</span><span class="p">.</span><span class="n" style="color: #333;">reshape</span><span class="p">(</span><span class="o" style="font-weight: 600;">-</span><span class="mi" style="color: #099;">1</span><span class="p">)</span> <span class="o" style="font-weight: 600;">==</span> <span class="n" style="color: #333;">np</span><span class="p">.</span><span class="n" style="color: #333;">arange</span><span class="p">(</span><span class="nb" style="color: #0086b3;">len</span><span class="p">(</span><span class="n" style="color: #333;">data1</span><span class="p">))),</span> <span class="mf" style="color: #099;">1.0</span><span class="p">,</span> <span class="mi" style="color: #099;">3</span><span class="p">)</span></span>
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<pre style="margin: 0;">+<span id="LC131" class="line" lang="python"> <span class="k" style="font-weight: 600;">print</span><span class="p">(</span><span class="s" style="color: #d14;">"All the data in data1 are restored"</span><span class="p">)</span></span>
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<pre style="margin: 0;">+<span id="LC132" class="line" lang="python"></span>
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<pre style="margin: 0;"> <span id="LC133" class="line" lang="python"> <span class="n" style="color: #333;">os</span><span class="p">.</span><span class="n" style="color: #333;">remove</span><span class="p">(</span><span class="n" style="color: #333;">index_path</span><span class="p">)</span></span>
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<pre style="margin: 0;"> <span id="LC134" class="line" lang="python"> <span class="n" style="color: #333;">os</span><span class="p">.</span><span class="n" style="color: #333;">remove</span><span class="p">(</span><span class="n" style="color: #333;">del_index_path</span><span class="p">)</span></span></pre>
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<a href="https://salsa.debian.org/med-team/hnswlib/-/commit/c6215c32397a67ee35133a8ae5f77e886f00c040#86b09fa601b221f6f4d578cbfec1b9018eec5815"><strong>python_bindings/tests/bindings_test_pickle.py</strong></a>
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<td class="line_content match " style="padding-left: 0.5em; padding-right: 0.5em; color: rgba(0,0,0,0.3);" bgcolor="#fafafa">@@ -124,13 +124,12 @@ def test_space_main(self, space, dim):</td>
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<pre style="margin: 0;"> <span id="LC124" class="line" lang="python"><span class="k" style="font-weight: 600;">class</span> <span class="nc" style="color: #458; font-weight: 600;">PickleUnitTests</span><span class="p">(</span><span class="n" style="color: #333;">unittest</span><span class="p">.</span><span class="n" style="color: #333;">TestCase</span><span class="p">):</span></span>
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<pre style="margin: 0;"> <span id="LC125" class="line" lang="python"></span>
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<pre style="margin: 0;"> <span id="LC126" class="line" lang="python"> <span class="k" style="font-weight: 600;">def</span> <span class="nf" style="color: #900; font-weight: 600;">setUp</span><span class="p">(</span><span class="bp" style="color: #999;">self</span><span class="p">):</span></span>
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<pre style="margin: 0;">+<span id="LC127" class="line" lang="python"> <span class="bp" style="color: #999;">self</span><span class="p">.</span><span class="n" style="color: #333;">ef_construction</span> <span class="o" style="font-weight: 600;">=</span> <span class="mi" style="color: #099;">200</span></span>
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<pre style="margin: 0;">+<span id="LC128" class="line" lang="python"> <span class="bp" style="color: #999;">self</span><span class="p">.</span><span class="n" style="color: #333;">M</span> <span class="o" style="font-weight: 600;">=</span> <span class="mi" style="color: #099;">32</span></span>
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<pre style="margin: 0;">+<span id="LC129" class="line" lang="python"> <span class="bp" style="color: #999;">self</span><span class="p">.</span><span class="n" style="color: #333;">ef</span> <span class="o" style="font-weight: 600;">=</span> <span class="mi" style="color: #099;">400</span></span>
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<pre style="margin: 0;"> <span id="LC130" class="line" lang="python"></span>
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<pre style="margin: 0;">-<span id="LC128" class="line" lang="python"> <span class="bp" style="color: #999;">self</span><span class="p">.</span><span class="n" style="color: #333;">ef_construction</span> <span class="o" style="font-weight: 600;">=</span> <span class="mi" style="color: #099;">725</span></span>
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<pre style="margin: 0;">-<span id="LC129" class="line" lang="python"> <span class="bp" style="color: #999;">self</span><span class="p">.</span><span class="n" style="color: #333;">M</span> <span class="o" style="font-weight: 600;">=</span> <span class="mi" style="color: #099;">64</span></span>
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<pre style="margin: 0;">-<span id="LC130" class="line" lang="python"> <span class="bp" style="color: #999;">self</span><span class="p">.</span><span class="n" style="color: #333;">ef</span> <span class="o" style="font-weight: 600;">=</span> <span class="mi" style="color: #099;">725</span></span>
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<pre style="margin: 0;">-<span id="LC131" class="line" lang="python"></span>
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<pre style="margin: 0;">-<span id="LC132" class="line" lang="python"> <span class="bp" style="color: #999;">self</span><span class="p">.</span><span class="n" style="color: #333;">num_elements</span> <span class="o" style="font-weight: 600;">=</span> <span class="mi" style="color: #099;">5000</span></span>
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<pre style="margin: 0;">-<span id="LC133" class="line" lang="python"> <span class="bp" style="color: #999;">self</span><span class="p">.</span><span class="n" style="color: #333;">num_test_elements</span> <span class="o" style="font-weight: 600;">=</span> <span class="mi" style="color: #099;">200</span></span>
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<pre style="margin: 0;">+<span id="LC131" class="line" lang="python"> <span class="bp" style="color: #999;">self</span><span class="p">.</span><span class="n" style="color: #333;">num_elements</span> <span class="o" style="font-weight: 600;">=</span> <span class="mi" style="color: #099;">1000</span></span>
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<pre style="margin: 0;">+<span id="LC132" class="line" lang="python"> <span class="bp" style="color: #999;">self</span><span class="p">.</span><span class="n" style="color: #333;">num_test_elements</span> <span class="o" style="font-weight: 600;">=</span> <span class="mi" style="color: #099;">100</span></span>
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<pre style="margin: 0;"> <span id="LC133" class="line" lang="python"></span>
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<pre style="margin: 0;"> <span id="LC134" class="line" lang="python"> <span class="bp" style="color: #999;">self</span><span class="p">.</span><span class="n" style="color: #333;">num_threads</span> <span class="o" style="font-weight: 600;">=</span> <span class="mi" style="color: #099;">4</span></span>
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<pre style="margin: 0;"> <span id="LC135" class="line" lang="python"> <span class="bp" style="color: #999;">self</span><span class="p">.</span><span class="n" style="color: #333;">k</span> <span class="o" style="font-weight: 600;">=</span> <span class="mi" style="color: #099;">25</span></span>
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<td class="line_content match " style="padding-left: 0.5em; padding-right: 0.5em; color: rgba(0,0,0,0.3);" bgcolor="#fafafa">@@ -143,10 +142,10 @@ class PickleUnitTests(unittest.TestCase):</td>
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<pre style="margin: 0;"> <span id="LC142" class="line" lang="python"> <span class="c1" style="color: #998; font-style: italic;"># i.e., number of values that are (d1-d2)**2>1e-3</span></span>
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<pre style="margin: 0;"> <span id="LC143" class="line" lang="python"></span>
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<pre style="margin: 0;"> <span id="LC144" class="line" lang="python"> <span class="k" style="font-weight: 600;">def</span> <span class="nf" style="color: #900; font-weight: 600;">test_inner_product_space</span><span class="p">(</span><span class="bp" style="color: #999;">self</span><span class="p">):</span></span>
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<pre style="margin: 0;">-<span id="LC146" class="line" lang="python"> <span class="n" style="color: #333;">test_space_main</span><span class="p">(</span><span class="bp" style="color: #999;">self</span><span class="p">,</span> <span class="s" style="color: #d14;">'ip'</span><span class="p">,</span> <span class="mi" style="color: #099;"><span class="idiff left right">48</span></span><span class="p">)</span></span>
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<pre style="margin: 0;">+<span id="LC145" class="line" lang="python"> <span class="n" style="color: #333;">test_space_main</span><span class="p">(</span><span class="bp" style="color: #999;">self</span><span class="p">,</span> <span class="s" style="color: #d14;">'ip'</span><span class="p">,</span> <span class="mi" style="color: #099;"><span class="idiff left right">16</span></span><span class="p">)</span></span>
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147
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<pre style="margin: 0;"> <span id="LC146" class="line" lang="python"></span>
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<pre style="margin: 0;"> <span id="LC147" class="line" lang="python"> <span class="k" style="font-weight: 600;">def</span> <span class="nf" style="color: #900; font-weight: 600;">test_l2_space</span><span class="p">(</span><span class="bp" style="color: #999;">self</span><span class="p">):</span></span>
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149
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<pre style="margin: 0;">-<span id="LC149" class="line" lang="python"> <span class="n" style="color: #333;">test_space_main</span><span class="p">(</span><span class="bp" style="color: #999;">self</span><span class="p">,</span> <span class="s" style="color: #d14;">'l2'</span><span class="p">,</span> <span class="mi" style="color: #099;"><span class="idiff left right">1</span>53</span><span class="p">)</span></span>
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148
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<pre style="margin: 0;">+<span id="LC148" class="line" lang="python"> <span class="n" style="color: #333;">test_space_main</span><span class="p">(</span><span class="bp" style="color: #999;">self</span><span class="p">,</span> <span class="s" style="color: #d14;">'l2'</span><span class="p">,</span> <span class="mi" style="color: #099;">53</span><span class="p">)</span></span>
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<pre style="margin: 0;"> <span id="LC149" class="line" lang="python"></span>
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<pre style="margin: 0;"> <span id="LC150" class="line" lang="python"> <span class="k" style="font-weight: 600;">def</span> <span class="nf" style="color: #900; font-weight: 600;">test_cosine_space</span><span class="p">(</span><span class="bp" style="color: #999;">self</span><span class="p">):</span></span>
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152
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<pre style="margin: 0;">-<span id="LC152" class="line" lang="python"> <span class="n" style="color: #333;">test_space_main</span><span class="p">(</span><span class="bp" style="color: #999;">self</span><span class="p">,</span> <span class="s" style="color: #d14;">'cosine'</span><span class="p">,</span> <span class="mi" style="color: #099;"><span class="idiff left right">51</span>2</span><span class="p">)</span></span></pre>
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151
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<pre style="margin: 0;">+<span id="LC151" class="line" lang="python"> <span class="n" style="color: #333;">test_space_main</span><span class="p">(</span><span class="bp" style="color: #999;">self</span><span class="p">,</span> <span class="s" style="color: #d14;">'cosine'</span><span class="p">,</span> <span class="mi" style="color: #099;"><span class="idiff left right">3</span>2</span><span class="p">)</span></span></pre>
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<a href="https://salsa.debian.org/med-team/hnswlib/-/commit/c6215c32397a67ee35133a8ae5f77e886f00c040#501f8af1f67749dc6ea3c7329fa13a1fd0a11c5d"><strong>python_bindings/tests/bindings_test_recall.py</strong></a>
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<pre style="margin: 0;">+<span id="LC1" class="line" lang="python"><span class="kn" style="font-weight: 600;">import</span> <span class="nn" style="color: #555;">hnswlib</span></span>
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2
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<pre style="margin: 0;">+<span id="LC2" class="line" lang="python"><span class="kn" style="font-weight: 600;">import</span> <span class="nn" style="color: #555;">numpy</span> <span class="k" style="font-weight: 600;">as</span> <span class="n" style="color: #333;">np</span></span>
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3
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<pre style="margin: 0;">+<span id="LC3" class="line" lang="python"></span>
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4
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<pre style="margin: 0;">+<span id="LC4" class="line" lang="python"><span class="n" style="color: #333;">dim</span> <span class="o" style="font-weight: 600;">=</span> <span class="mi" style="color: #099;">32</span></span>
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5
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<pre style="margin: 0;">+<span id="LC5" class="line" lang="python"><span class="n" style="color: #333;">num_elements</span> <span class="o" style="font-weight: 600;">=</span> <span class="mi" style="color: #099;">100000</span></span>
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6
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<pre style="margin: 0;">+<span id="LC6" class="line" lang="python"><span class="n" style="color: #333;">k</span> <span class="o" style="font-weight: 600;">=</span> <span class="mi" style="color: #099;">10</span></span>
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7
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<pre style="margin: 0;">+<span id="LC7" class="line" lang="python"><span class="n" style="color: #333;">nun_queries</span> <span class="o" style="font-weight: 600;">=</span> <span class="mi" style="color: #099;">10</span></span>
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8
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<pre style="margin: 0;">+<span id="LC8" class="line" lang="python"></span>
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<pre style="margin: 0;">+<span id="LC9" class="line" lang="python"><span class="c1" style="color: #998; font-style: italic;"># Generating sample data</span></span>
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<pre style="margin: 0;">+<span id="LC10" class="line" lang="python"><span class="n" style="color: #333;">data</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">np</span><span class="p">.</span><span class="n" style="color: #333;">float32</span><span class="p">(</span><span class="n" style="color: #333;">np</span><span class="p">.</span><span class="n" style="color: #333;">random</span><span class="p">.</span><span class="n" style="color: #333;">random</span><span class="p">((</span><span class="n" style="color: #333;">num_elements</span><span class="p">,</span> <span class="n" style="color: #333;">dim</span><span class="p">)))</span></span>
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<pre style="margin: 0;">+<span id="LC11" class="line" lang="python"></span>
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<pre style="margin: 0;">+<span id="LC12" class="line" lang="python"><span class="c1" style="color: #998; font-style: italic;"># Declaring index</span></span>
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<pre style="margin: 0;">+<span id="LC13" class="line" lang="python"><span class="n" style="color: #333;">hnsw_index</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">hnswlib</span><span class="p">.</span><span class="n" style="color: #333;">Index</span><span class="p">(</span><span class="n" style="color: #333;">space</span><span class="o" style="font-weight: 600;">=</span><span class="s" style="color: #d14;">'l2'</span><span class="p">,</span> <span class="n" style="color: #333;">dim</span><span class="o" style="font-weight: 600;">=</span><span class="n" style="color: #333;">dim</span><span class="p">)</span> <span class="c1" style="color: #998; font-style: italic;"># possible options are l2, cosine or ip</span></span>
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<pre style="margin: 0;">+<span id="LC14" class="line" lang="python"><span class="n" style="color: #333;">bf_index</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">hnswlib</span><span class="p">.</span><span class="n" style="color: #333;">BFIndex</span><span class="p">(</span><span class="n" style="color: #333;">space</span><span class="o" style="font-weight: 600;">=</span><span class="s" style="color: #d14;">'l2'</span><span class="p">,</span> <span class="n" style="color: #333;">dim</span><span class="o" style="font-weight: 600;">=</span><span class="n" style="color: #333;">dim</span><span class="p">)</span></span>
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<pre style="margin: 0;">+<span id="LC15" class="line" lang="python"></span>
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<pre style="margin: 0;">+<span id="LC16" class="line" lang="python"><span class="c1" style="color: #998; font-style: italic;"># Initing both hnsw and brute force indices</span></span>
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<pre style="margin: 0;">+<span id="LC17" class="line" lang="python"><span class="c1" style="color: #998; font-style: italic;"># max_elements - the maximum number of elements (capacity). Will throw an exception if exceeded</span></span>
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<pre style="margin: 0;">+<span id="LC18" class="line" lang="python"><span class="c1" style="color: #998; font-style: italic;"># during insertion of an element.</span></span>
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<pre style="margin: 0;">+<span id="LC19" class="line" lang="python"><span class="c1" style="color: #998; font-style: italic;"># The capacity can be increased by saving/loading the index, see below.</span></span>
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<pre style="margin: 0;">+<span id="LC20" class="line" lang="python"><span class="c1" style="color: #998; font-style: italic;">#</span></span>
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<pre style="margin: 0;">+<span id="LC21" class="line" lang="python"><span class="c1" style="color: #998; font-style: italic;"># hnsw construction params:</span></span>
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<pre style="margin: 0;">+<span id="LC22" class="line" lang="python"><span class="c1" style="color: #998; font-style: italic;"># ef_construction - controls index search speed/build speed tradeoff</span></span>
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<pre style="margin: 0;">+<span id="LC23" class="line" lang="python"><span class="c1" style="color: #998; font-style: italic;">#</span></span>
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<pre style="margin: 0;">+<span id="LC24" class="line" lang="python"><span class="c1" style="color: #998; font-style: italic;"># M - is tightly connected with internal dimensionality of the data. Strongly affects the memory consumption (~M)</span></span>
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<pre style="margin: 0;">+<span id="LC25" class="line" lang="python"><span class="c1" style="color: #998; font-style: italic;"># Higher M leads to higher accuracy/run_time at fixed ef/efConstruction</span></span>
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<pre style="margin: 0;">+<span id="LC26" class="line" lang="python"></span>
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<pre style="margin: 0;">+<span id="LC27" class="line" lang="python"><span class="n" style="color: #333;">hnsw_index</span><span class="p">.</span><span class="n" style="color: #333;">init_index</span><span class="p">(</span><span class="n" style="color: #333;">max_elements</span><span class="o" style="font-weight: 600;">=</span><span class="n" style="color: #333;">num_elements</span><span class="p">,</span> <span class="n" style="color: #333;">ef_construction</span><span class="o" style="font-weight: 600;">=</span><span class="mi" style="color: #099;">200</span><span class="p">,</span> <span class="n" style="color: #333;">M</span><span class="o" style="font-weight: 600;">=</span><span class="mi" style="color: #099;">16</span><span class="p">)</span></span>
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<pre style="margin: 0;">+<span id="LC28" class="line" lang="python"><span class="n" style="color: #333;">bf_index</span><span class="p">.</span><span class="n" style="color: #333;">init_index</span><span class="p">(</span><span class="n" style="color: #333;">max_elements</span><span class="o" style="font-weight: 600;">=</span><span class="n" style="color: #333;">num_elements</span><span class="p">)</span></span>
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<pre style="margin: 0;">+<span id="LC30" class="line" lang="python"><span class="c1" style="color: #998; font-style: italic;"># Controlling the recall for hnsw by setting ef:</span></span>
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<pre style="margin: 0;">+<span id="LC31" class="line" lang="python"><span class="c1" style="color: #998; font-style: italic;"># higher ef leads to better accuracy, but slower search</span></span>
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<pre style="margin: 0;">+<span id="LC32" class="line" lang="python"><span class="n" style="color: #333;">hnsw_index</span><span class="p">.</span><span class="n" style="color: #333;">set_ef</span><span class="p">(</span><span class="mi" style="color: #099;">200</span><span class="p">)</span></span>
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<pre style="margin: 0;">+<span id="LC33" class="line" lang="python"></span>
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<pre style="margin: 0;">+<span id="LC34" class="line" lang="python"><span class="c1" style="color: #998; font-style: italic;"># Set number of threads used during batch search/construction in hnsw</span></span>
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<pre style="margin: 0;">+<span id="LC35" class="line" lang="python"><span class="c1" style="color: #998; font-style: italic;"># By default using all available cores</span></span>
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<pre style="margin: 0;">+<span id="LC36" class="line" lang="python"><span class="n" style="color: #333;">hnsw_index</span><span class="p">.</span><span class="n" style="color: #333;">set_num_threads</span><span class="p">(</span><span class="mi" style="color: #099;">1</span><span class="p">)</span></span>
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<pre style="margin: 0;">+<span id="LC37" class="line" lang="python"></span>
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<pre style="margin: 0;">+<span id="LC38" class="line" lang="python"><span class="k" style="font-weight: 600;">print</span><span class="p">(</span><span class="s" style="color: #d14;">"Adding batch of %d elements"</span> <span class="o" style="font-weight: 600;">%</span> <span class="p">(</span><span class="nb" style="color: #0086b3;">len</span><span class="p">(</span><span class="n" style="color: #333;">data</span><span class="p">)))</span></span>
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<pre style="margin: 0;">+<span id="LC39" class="line" lang="python"><span class="n" style="color: #333;">hnsw_index</span><span class="p">.</span><span class="n" style="color: #333;">add_items</span><span class="p">(</span><span class="n" style="color: #333;">data</span><span class="p">)</span></span>
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<pre style="margin: 0;">+<span id="LC40" class="line" lang="python"><span class="n" style="color: #333;">bf_index</span><span class="p">.</span><span class="n" style="color: #333;">add_items</span><span class="p">(</span><span class="n" style="color: #333;">data</span><span class="p">)</span></span>
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<pre style="margin: 0;">+<span id="LC41" class="line" lang="python"></span>
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<pre style="margin: 0;">+<span id="LC42" class="line" lang="python"><span class="k" style="font-weight: 600;">print</span><span class="p">(</span><span class="s" style="color: #d14;">"Indices built"</span><span class="p">)</span></span>
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<pre style="margin: 0;">+<span id="LC43" class="line" lang="python"></span>
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<pre style="margin: 0;">+<span id="LC44" class="line" lang="python"><span class="c1" style="color: #998; font-style: italic;"># Generating query data</span></span>
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<pre style="margin: 0;">+<span id="LC45" class="line" lang="python"><span class="n" style="color: #333;">query_data</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">np</span><span class="p">.</span><span class="n" style="color: #333;">float32</span><span class="p">(</span><span class="n" style="color: #333;">np</span><span class="p">.</span><span class="n" style="color: #333;">random</span><span class="p">.</span><span class="n" style="color: #333;">random</span><span class="p">((</span><span class="n" style="color: #333;">nun_queries</span><span class="p">,</span> <span class="n" style="color: #333;">dim</span><span class="p">)))</span></span>
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<pre style="margin: 0;">+<span id="LC46" class="line" lang="python"></span>
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<pre style="margin: 0;">+<span id="LC47" class="line" lang="python"><span class="c1" style="color: #998; font-style: italic;"># Query the elements and measure recall:</span></span>
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<pre style="margin: 0;">+<span id="LC48" class="line" lang="python"><span class="n" style="color: #333;">labels_hnsw</span><span class="p">,</span> <span class="n" style="color: #333;">distances_hnsw</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">hnsw_index</span><span class="p">.</span><span class="n" style="color: #333;">knn_query</span><span class="p">(</span><span class="n" style="color: #333;">query_data</span><span class="p">,</span> <span class="n" style="color: #333;">k</span><span class="p">)</span></span>
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<pre style="margin: 0;">+<span id="LC49" class="line" lang="python"><span class="n" style="color: #333;">labels_bf</span><span class="p">,</span> <span class="n" style="color: #333;">distances_bf</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">bf_index</span><span class="p">.</span><span class="n" style="color: #333;">knn_query</span><span class="p">(</span><span class="n" style="color: #333;">query_data</span><span class="p">,</span> <span class="n" style="color: #333;">k</span><span class="p">)</span></span>
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<pre style="margin: 0;">+<span id="LC50" class="line" lang="python"></span>
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<pre style="margin: 0;">+<span id="LC51" class="line" lang="python"><span class="c1" style="color: #998; font-style: italic;"># Measure recall</span></span>
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<pre style="margin: 0;">+<span id="LC52" class="line" lang="python"><span class="n" style="color: #333;">correct</span> <span class="o" style="font-weight: 600;">=</span> <span class="mi" style="color: #099;">0</span></span>
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<pre style="margin: 0;">+<span id="LC53" class="line" lang="python"><span class="k" style="font-weight: 600;">for</span> <span class="n" style="color: #333;">i</span> <span class="ow" style="font-weight: 600;">in</span> <span class="nb" style="color: #0086b3;">range</span><span class="p">(</span><span class="n" style="color: #333;">nun_queries</span><span class="p">):</span></span>
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<pre style="margin: 0;">+<span id="LC54" class="line" lang="python"> <span class="k" style="font-weight: 600;">for</span> <span class="n" style="color: #333;">label</span> <span class="ow" style="font-weight: 600;">in</span> <span class="n" style="color: #333;">labels_hnsw</span><span class="p">[</span><span class="n" style="color: #333;">i</span><span class="p">]:</span></span>
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<pre style="margin: 0;">+<span id="LC55" class="line" lang="python"> <span class="k" style="font-weight: 600;">for</span> <span class="n" style="color: #333;">correct_label</span> <span class="ow" style="font-weight: 600;">in</span> <span class="n" style="color: #333;">labels_bf</span><span class="p">[</span><span class="n" style="color: #333;">i</span><span class="p">]:</span></span>
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<pre style="margin: 0;">+<span id="LC56" class="line" lang="python"> <span class="k" style="font-weight: 600;">if</span> <span class="n" style="color: #333;">label</span> <span class="o" style="font-weight: 600;">==</span> <span class="n" style="color: #333;">correct_label</span><span class="p">:</span></span>
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<pre style="margin: 0;">+<span id="LC57" class="line" lang="python"> <span class="n" style="color: #333;">correct</span> <span class="o" style="font-weight: 600;">+=</span> <span class="mi" style="color: #099;">1</span></span>
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<pre style="margin: 0;">+<span id="LC58" class="line" lang="python"> <span class="k" style="font-weight: 600;">break</span></span>
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<pre style="margin: 0;">+<span id="LC59" class="line" lang="python"></span>
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<pre style="margin: 0;">+<span id="LC60" class="line" lang="python"><span class="k" style="font-weight: 600;">print</span><span class="p">(</span><span class="s" style="color: #d14;">"recall is :"</span><span class="p">,</span> <span class="nb" style="color: #0086b3;">float</span><span class="p">(</span><span class="n" style="color: #333;">correct</span><span class="p">)</span><span class="o" style="font-weight: 600;">/</span><span class="p">(</span><span class="n" style="color: #333;">k</span><span class="o" style="font-weight: 600;">*</span><span class="n" style="color: #333;">nun_queries</span><span class="p">))</span></span>
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<pre style="margin: 0;">+<span id="LC61" class="line" lang="python"></span>
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<pre style="margin: 0;">+<span id="LC62" class="line" lang="python"><span class="c1" style="color: #998; font-style: italic;"># test serializing the brute force index</span></span>
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<pre style="margin: 0;">+<span id="LC63" class="line" lang="python"><span class="n" style="color: #333;">index_path</span> <span class="o" style="font-weight: 600;">=</span> <span class="s" style="color: #d14;">'bf_index.bin'</span></span>
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<pre style="margin: 0;">+<span id="LC64" class="line" lang="python"><span class="k" style="font-weight: 600;">print</span><span class="p">(</span><span class="s" style="color: #d14;">"Saving index to '%s'"</span> <span class="o" style="font-weight: 600;">%</span> <span class="n" style="color: #333;">index_path</span><span class="p">)</span></span>
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<pre style="margin: 0;">+<span id="LC65" class="line" lang="python"><span class="n" style="color: #333;">bf_index</span><span class="p">.</span><span class="n" style="color: #333;">save_index</span><span class="p">(</span><span class="n" style="color: #333;">index_path</span><span class="p">)</span></span>
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<pre style="margin: 0;">+<span id="LC66" class="line" lang="python"><span class="k" style="font-weight: 600;">del</span> <span class="n" style="color: #333;">bf_index</span></span>
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<pre style="margin: 0;">+<span id="LC67" class="line" lang="python"></span>
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<pre style="margin: 0;">+<span id="LC68" class="line" lang="python"><span class="c1" style="color: #998; font-style: italic;"># Re-initiating, loading the index</span></span>
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<pre style="margin: 0;">+<span id="LC69" class="line" lang="python"><span class="n" style="color: #333;">bf_index</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">hnswlib</span><span class="p">.</span><span class="n" style="color: #333;">BFIndex</span><span class="p">(</span><span class="n" style="color: #333;">space</span><span class="o" style="font-weight: 600;">=</span><span class="s" style="color: #d14;">'l2'</span><span class="p">,</span> <span class="n" style="color: #333;">dim</span><span class="o" style="font-weight: 600;">=</span><span class="n" style="color: #333;">dim</span><span class="p">)</span></span>
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<pre style="margin: 0;">+<span id="LC70" class="line" lang="python"></span>
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<pre style="margin: 0;">+<span id="LC71" class="line" lang="python"><span class="k" style="font-weight: 600;">print</span><span class="p">(</span><span class="s" style="color: #d14;">"</span><span class="se" style="color: #d14;">\n</span><span class="s" style="color: #d14;">Loading index from '%s'</span><span class="se" style="color: #d14;">\n</span><span class="s" style="color: #d14;">"</span> <span class="o" style="font-weight: 600;">%</span> <span class="n" style="color: #333;">index_path</span><span class="p">)</span></span>
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72
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<pre style="margin: 0;">+<span id="LC72" class="line" lang="python"><span class="n" style="color: #333;">bf_index</span><span class="p">.</span><span class="n" style="color: #333;">load_index</span><span class="p">(</span><span class="n" style="color: #333;">index_path</span><span class="p">)</span></span>
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<pre style="margin: 0;">+<span id="LC73" class="line" lang="python"></span>
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<pre style="margin: 0;">+<span id="LC74" class="line" lang="python"><span class="c1" style="color: #998; font-style: italic;"># Query the brute force index again to verify that we get the same results</span></span>
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<pre style="margin: 0;">+<span id="LC75" class="line" lang="python"><span class="n" style="color: #333;">labels_bf</span><span class="p">,</span> <span class="n" style="color: #333;">distances_bf</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">bf_index</span><span class="p">.</span><span class="n" style="color: #333;">knn_query</span><span class="p">(</span><span class="n" style="color: #333;">query_data</span><span class="p">,</span> <span class="n" style="color: #333;">k</span><span class="p">)</span></span>
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<pre style="margin: 0;">+<span id="LC76" class="line" lang="python"></span>
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<pre style="margin: 0;">+<span id="LC77" class="line" lang="python"><span class="c1" style="color: #998; font-style: italic;"># Measure recall</span></span>
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<pre style="margin: 0;">+<span id="LC78" class="line" lang="python"><span class="n" style="color: #333;">correct</span> <span class="o" style="font-weight: 600;">=</span> <span class="mi" style="color: #099;">0</span></span>
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<pre style="margin: 0;">+<span id="LC79" class="line" lang="python"><span class="k" style="font-weight: 600;">for</span> <span class="n" style="color: #333;">i</span> <span class="ow" style="font-weight: 600;">in</span> <span class="nb" style="color: #0086b3;">range</span><span class="p">(</span><span class="n" style="color: #333;">nun_queries</span><span class="p">):</span></span>
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<pre style="margin: 0;">+<span id="LC80" class="line" lang="python"> <span class="k" style="font-weight: 600;">for</span> <span class="n" style="color: #333;">label</span> <span class="ow" style="font-weight: 600;">in</span> <span class="n" style="color: #333;">labels_hnsw</span><span class="p">[</span><span class="n" style="color: #333;">i</span><span class="p">]:</span></span>
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<pre style="margin: 0;">+<span id="LC81" class="line" lang="python"> <span class="k" style="font-weight: 600;">for</span> <span class="n" style="color: #333;">correct_label</span> <span class="ow" style="font-weight: 600;">in</span> <span class="n" style="color: #333;">labels_bf</span><span class="p">[</span><span class="n" style="color: #333;">i</span><span class="p">]:</span></span>
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<pre style="margin: 0;">+<span id="LC82" class="line" lang="python"> <span class="k" style="font-weight: 600;">if</span> <span class="n" style="color: #333;">label</span> <span class="o" style="font-weight: 600;">==</span> <span class="n" style="color: #333;">correct_label</span><span class="p">:</span></span>
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<pre style="margin: 0;">+<span id="LC83" class="line" lang="python"> <span class="n" style="color: #333;">correct</span> <span class="o" style="font-weight: 600;">+=</span> <span class="mi" style="color: #099;">1</span></span>
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<pre style="margin: 0;">+<span id="LC84" class="line" lang="python"> <span class="k" style="font-weight: 600;">break</span></span>
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<pre style="margin: 0;">+<span id="LC85" class="line" lang="python"></span>
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<pre style="margin: 0;">+<span id="LC86" class="line" lang="python"><span class="k" style="font-weight: 600;">print</span><span class="p">(</span><span class="s" style="color: #d14;">"recall after reloading is :"</span><span class="p">,</span> <span class="nb" style="color: #0086b3;">float</span><span class="p">(</span><span class="n" style="color: #333;">correct</span><span class="p">)</span><span class="o" style="font-weight: 600;">/</span><span class="p">(</span><span class="n" style="color: #333;">k</span><span class="o" style="font-weight: 600;">*</span><span class="n" style="color: #333;">nun_queries</span><span class="p">))</span></span>
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<pre style="margin: 0;">+<span id="LC87" class="line" lang="python"></span>
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<pre style="margin: 0;">+<span id="LC88" class="line" lang="python"></span></pre>
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<a href="https://salsa.debian.org/med-team/hnswlib/-/commit/c6215c32397a67ee35133a8ae5f77e886f00c040#24d13f4eaeba3b6e747489949fe5f24bdddb4168"><strong>python_bindings/tests/bindings_test_spaces.py</strong></a>
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<pre style="margin: 0;">+<span id="LC1" class="line" lang="python"><span class="kn" style="font-weight: 600;">import</span> <span class="nn" style="color: #555;">unittest</span></span>
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<pre style="margin: 0;">+<span id="LC2" class="line" lang="python"></span>
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<pre style="margin: 0;">+<span id="LC3" class="line" lang="python"><span class="kn" style="font-weight: 600;">import</span> <span class="nn" style="color: #555;">numpy</span> <span class="k" style="font-weight: 600;">as</span> <span class="n" style="color: #333;">np</span></span>
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<pre style="margin: 0;">+<span id="LC4" class="line" lang="python"></span>
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<pre style="margin: 0;">+<span id="LC5" class="line" lang="python"><span class="kn" style="font-weight: 600;">import</span> <span class="nn" style="color: #555;">hnswlib</span></span>
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<pre style="margin: 0;">+<span id="LC6" class="line" lang="python"></span>
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<pre style="margin: 0;">+<span id="LC7" class="line" lang="python"><span class="k" style="font-weight: 600;">class</span> <span class="nc" style="color: #458; font-weight: 600;">RandomSelfTestCase</span><span class="p">(</span><span class="n" style="color: #333;">unittest</span><span class="p">.</span><span class="n" style="color: #333;">TestCase</span><span class="p">):</span></span>
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<pre style="margin: 0;">+<span id="LC8" class="line" lang="python"> <span class="k" style="font-weight: 600;">def</span> <span class="nf" style="color: #900; font-weight: 600;">testRandomSelf</span><span class="p">(</span><span class="bp" style="color: #999;">self</span><span class="p">):</span></span>
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<pre style="margin: 0;">+<span id="LC9" class="line" lang="python"></span>
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<pre style="margin: 0;">+<span id="LC10" class="line" lang="python"> <span class="n" style="color: #333;">data1</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">np</span><span class="p">.</span><span class="n" style="color: #333;">asarray</span><span class="p">([[</span><span class="mi" style="color: #099;">1</span><span class="p">,</span> <span class="mi" style="color: #099;">0</span><span class="p">,</span> <span class="mi" style="color: #099;">0</span><span class="p">],</span></span>
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<pre style="margin: 0;">+<span id="LC11" class="line" lang="python"> <span class="p">[</span><span class="mi" style="color: #099;">0</span><span class="p">,</span> <span class="mi" style="color: #099;">1</span><span class="p">,</span> <span class="mi" style="color: #099;">0</span><span class="p">],</span></span>
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<pre style="margin: 0;">+<span id="LC12" class="line" lang="python"> <span class="p">[</span><span class="mi" style="color: #099;">0</span><span class="p">,</span> <span class="mi" style="color: #099;">0</span><span class="p">,</span> <span class="mi" style="color: #099;">1</span><span class="p">],</span></span>
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<pre style="margin: 0;">+<span id="LC13" class="line" lang="python"> <span class="p">[</span><span class="mi" style="color: #099;">1</span><span class="p">,</span> <span class="mi" style="color: #099;">0</span><span class="p">,</span> <span class="mi" style="color: #099;">1</span><span class="p">],</span></span>
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<pre style="margin: 0;">+<span id="LC14" class="line" lang="python"> <span class="p">[</span><span class="mi" style="color: #099;">1</span><span class="p">,</span> <span class="mi" style="color: #099;">1</span><span class="p">,</span> <span class="mi" style="color: #099;">1</span><span class="p">],</span></span>
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<pre style="margin: 0;">+<span id="LC15" class="line" lang="python"> <span class="p">])</span></span>
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<pre style="margin: 0;">+<span id="LC16" class="line" lang="python"></span>
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<pre style="margin: 0;">+<span id="LC17" class="line" lang="python"> <span class="k" style="font-weight: 600;">for</span> <span class="n" style="color: #333;">space</span><span class="p">,</span> <span class="n" style="color: #333;">expected_distances</span> <span class="ow" style="font-weight: 600;">in</span> <span class="p">[</span></span>
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<pre style="margin: 0;">+<span id="LC18" class="line" lang="python"> <span class="p">(</span><span class="s" style="color: #d14;">'l2'</span><span class="p">,</span> <span class="p">[[</span><span class="mf" style="color: #099;">0.</span><span class="p">,</span> <span class="mf" style="color: #099;">1.</span><span class="p">,</span> <span class="mf" style="color: #099;">2.</span><span class="p">,</span> <span class="mf" style="color: #099;">2.</span><span class="p">,</span> <span class="mf" style="color: #099;">2.</span><span class="p">]]),</span></span>
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<pre style="margin: 0;">+<span id="LC19" class="line" lang="python"> <span class="p">(</span><span class="s" style="color: #d14;">'ip'</span><span class="p">,</span> <span class="p">[[</span><span class="o" style="font-weight: 600;">-</span><span class="mf" style="color: #099;">2.</span><span class="p">,</span> <span class="o" style="font-weight: 600;">-</span><span class="mf" style="color: #099;">1.</span><span class="p">,</span> <span class="mf" style="color: #099;">0.</span><span class="p">,</span> <span class="mf" style="color: #099;">0.</span><span class="p">,</span> <span class="mf" style="color: #099;">0.</span><span class="p">]]),</span></span>
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<pre style="margin: 0;">+<span id="LC20" class="line" lang="python"> <span class="p">(</span><span class="s" style="color: #d14;">'cosine'</span><span class="p">,</span> <span class="p">[[</span><span class="mi" style="color: #099;">0</span><span class="p">,</span> <span class="mf" style="color: #099;">1.835e-01</span><span class="p">,</span> <span class="mf" style="color: #099;">4.23e-01</span><span class="p">,</span> <span class="mf" style="color: #099;">4.23e-01</span><span class="p">,</span> <span class="mf" style="color: #099;">4.23e-01</span><span class="p">]])]:</span></span>
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<pre style="margin: 0;">+<span id="LC21" class="line" lang="python"></span>
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<pre style="margin: 0;">+<span id="LC22" class="line" lang="python"> <span class="k" style="font-weight: 600;">for</span> <span class="n" style="color: #333;">rightdim</span> <span class="ow" style="font-weight: 600;">in</span> <span class="nb" style="color: #0086b3;">range</span><span class="p">(</span><span class="mi" style="color: #099;">1</span><span class="p">,</span> <span class="mi" style="color: #099;">128</span><span class="p">,</span> <span class="mi" style="color: #099;">3</span><span class="p">):</span></span>
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<pre style="margin: 0;">+<span id="LC23" class="line" lang="python"> <span class="k" style="font-weight: 600;">for</span> <span class="n" style="color: #333;">leftdim</span> <span class="ow" style="font-weight: 600;">in</span> <span class="nb" style="color: #0086b3;">range</span><span class="p">(</span><span class="mi" style="color: #099;">1</span><span class="p">,</span> <span class="mi" style="color: #099;">32</span><span class="p">,</span> <span class="mi" style="color: #099;">5</span><span class="p">):</span></span>
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<pre style="margin: 0;">+<span id="LC24" class="line" lang="python"> <span class="n" style="color: #333;">data2</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">np</span><span class="p">.</span><span class="n" style="color: #333;">concatenate</span><span class="p">(</span></span>
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<pre style="margin: 0;">+<span id="LC25" class="line" lang="python"> <span class="p">[</span><span class="n" style="color: #333;">np</span><span class="p">.</span><span class="n" style="color: #333;">zeros</span><span class="p">([</span><span class="n" style="color: #333;">data1</span><span class="p">.</span><span class="n" style="color: #333;">shape</span><span class="p">[</span><span class="mi" style="color: #099;">0</span><span class="p">],</span> <span class="n" style="color: #333;">leftdim</span><span class="p">]),</span> <span class="n" style="color: #333;">data1</span><span class="p">,</span> <span class="n" style="color: #333;">np</span><span class="p">.</span><span class="n" style="color: #333;">zeros</span><span class="p">([</span><span class="n" style="color: #333;">data1</span><span class="p">.</span><span class="n" style="color: #333;">shape</span><span class="p">[</span><span class="mi" style="color: #099;">0</span><span class="p">],</span> <span class="n" style="color: #333;">rightdim</span><span class="p">])],</span> <span class="n" style="color: #333;">axis</span><span class="o" style="font-weight: 600;">=</span><span class="mi" style="color: #099;">1</span><span class="p">)</span></span>
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<pre style="margin: 0;">+<span id="LC26" class="line" lang="python"> <span class="n" style="color: #333;">dim</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">data2</span><span class="p">.</span><span class="n" style="color: #333;">shape</span><span class="p">[</span><span class="mi" style="color: #099;">1</span><span class="p">]</span></span>
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<pre style="margin: 0;">+<span id="LC27" class="line" lang="python"> <span class="n" style="color: #333;">p</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">hnswlib</span><span class="p">.</span><span class="n" style="color: #333;">Index</span><span class="p">(</span><span class="n" style="color: #333;">space</span><span class="o" style="font-weight: 600;">=</span><span class="n" style="color: #333;">space</span><span class="p">,</span> <span class="n" style="color: #333;">dim</span><span class="o" style="font-weight: 600;">=</span><span class="n" style="color: #333;">dim</span><span class="p">)</span></span>
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<pre style="margin: 0;">+<span id="LC28" class="line" lang="python"> <span class="n" style="color: #333;">p</span><span class="p">.</span><span class="n" style="color: #333;">init_index</span><span class="p">(</span><span class="n" style="color: #333;">max_elements</span><span class="o" style="font-weight: 600;">=</span><span class="mi" style="color: #099;">5</span><span class="p">,</span> <span class="n" style="color: #333;">ef_construction</span><span class="o" style="font-weight: 600;">=</span><span class="mi" style="color: #099;">100</span><span class="p">,</span> <span class="n" style="color: #333;">M</span><span class="o" style="font-weight: 600;">=</span><span class="mi" style="color: #099;">16</span><span class="p">)</span></span>
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<pre style="margin: 0;">+<span id="LC29" class="line" lang="python"></span>
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<pre style="margin: 0;">+<span id="LC30" class="line" lang="python"> <span class="n" style="color: #333;">p</span><span class="p">.</span><span class="n" style="color: #333;">set_ef</span><span class="p">(</span><span class="mi" style="color: #099;">10</span><span class="p">)</span></span>
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<pre style="margin: 0;">+<span id="LC31" class="line" lang="python"></span>
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<pre style="margin: 0;">+<span id="LC32" class="line" lang="python"> <span class="n" style="color: #333;">p</span><span class="p">.</span><span class="n" style="color: #333;">add_items</span><span class="p">(</span><span class="n" style="color: #333;">data2</span><span class="p">)</span></span>
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<pre style="margin: 0;">+<span id="LC34" class="line" lang="python"> <span class="c1" style="color: #998; font-style: italic;"># Query the elements for themselves and measure recall:</span></span>
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<pre style="margin: 0;">+<span id="LC35" class="line" lang="python"> <span class="n" style="color: #333;">labels</span><span class="p">,</span> <span class="n" style="color: #333;">distances</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">p</span><span class="p">.</span><span class="n" style="color: #333;">knn_query</span><span class="p">(</span><span class="n" style="color: #333;">np</span><span class="p">.</span><span class="n" style="color: #333;">asarray</span><span class="p">(</span><span class="n" style="color: #333;">data2</span><span class="p">[</span><span class="o" style="font-weight: 600;">-</span><span class="mi" style="color: #099;">1</span><span class="p">:]),</span> <span class="n" style="color: #333;">k</span><span class="o" style="font-weight: 600;">=</span><span class="mi" style="color: #099;">5</span><span class="p">)</span></span>
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<pre style="margin: 0;">+<span id="LC37" class="line" lang="python"> </span>
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<pre style="margin: 0;">+<span id="LC38" class="line" lang="python"> <span class="n" style="color: #333;">diff</span><span class="o" style="font-weight: 600;">=</span><span class="n" style="color: #333;">np</span><span class="p">.</span><span class="n" style="color: #333;">mean</span><span class="p">(</span><span class="n" style="color: #333;">np</span><span class="p">.</span><span class="nb" style="color: #0086b3;">abs</span><span class="p">(</span><span class="n" style="color: #333;">distances</span><span class="o" style="font-weight: 600;">-</span><span class="n" style="color: #333;">expected_distances</span><span class="p">))</span> </span>
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<pre style="margin: 0;">+<span id="LC39" class="line" lang="python"> <span class="bp" style="color: #999;">self</span><span class="p">.</span><span class="n" style="color: #333;">assertAlmostEqual</span><span class="p">(</span><span class="n" style="color: #333;">diff</span><span class="p">,</span> <span class="mi" style="color: #099;">0</span><span class="p">,</span> <span class="n" style="color: #333;">delta</span><span class="o" style="font-weight: 600;">=</span><span class="mf" style="color: #099;">1e-3</span><span class="p">)</span></span></pre>
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<a href="https://salsa.debian.org/med-team/hnswlib/-/commit/c6215c32397a67ee35133a8ae5f77e886f00c040#8e2edce0d507e1297474f25c00cae94258db38d8"><strong>setup.py</strong></a>
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<td class="line_content match " style="padding-left: 0.5em; padding-right: 0.5em; color: rgba(0,0,0,0.3);" bgcolor="#fafafa">@@ -7,7 +7,7 @@ import setuptools</td>
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<pre style="margin: 0;"> <span id="LC7" class="line" lang="python"><span class="kn" style="font-weight: 600;">from</span> <span class="nn" style="color: #555;">setuptools</span> <span class="kn" style="font-weight: 600;">import</span> <span class="n" style="color: #333;">Extension</span><span class="p">,</span> <span class="n" style="color: #333;">setup</span></span>
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<pre style="margin: 0;"> <span id="LC8" class="line" lang="python"><span class="kn" style="font-weight: 600;">from</span> <span class="nn" style="color: #555;">setuptools.command.build_ext</span> <span class="kn" style="font-weight: 600;">import</span> <span class="n" style="color: #333;">build_ext</span></span>
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<pre style="margin: 0;"> <span id="LC9" class="line" lang="python"></span>
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<pre style="margin: 0;">-<span id="LC10" class="line" lang="python"><span class="n" style="color: #333;">__version__</span> <span class="o" style="font-weight: 600;">=</span> <span class="s" style="color: #d14;">'0.<span class="idiff left right">5.2</span>'</span></span>
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<pre style="margin: 0;">+<span id="LC10" class="line" lang="python"><span class="n" style="color: #333;">__version__</span> <span class="o" style="font-weight: 600;">=</span> <span class="s" style="color: #d14;">'0.<span class="idiff left right">6.0</span>'</span></span>
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<pre style="margin: 0;"> <span id="LC11" class="line" lang="python"></span>
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<pre style="margin: 0;"> <span id="LC12" class="line" lang="python"></span>
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<pre style="margin: 0;"> <span id="LC13" class="line" lang="python"><span class="n" style="color: #333;">include_dirs</span> <span class="o" style="font-weight: 600;">=</span> <span class="p">[</span></span>
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