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<div class="title">/data/users/hoss/faiss/index_io.h</div> </div>
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<div class="fragment"><div class="line"><a name="l00001"></a><span class="lineno"> 1</span>&#160;<span class="comment">/**</span></div>
<div class="line"><a name="l00002"></a><span class="lineno"> 2</span>&#160;<span class="comment"> * Copyright (c) Facebook, Inc. and its affiliates.</span></div>
<div class="line"><a name="l00003"></a><span class="lineno"> 3</span>&#160;<span class="comment"> *</span></div>
<div class="line"><a name="l00004"></a><span class="lineno"> 4</span>&#160;<span class="comment"> * This source code is licensed under the MIT license found in the</span></div>
<div class="line"><a name="l00005"></a><span class="lineno"> 5</span>&#160;<span class="comment"> * LICENSE file in the root directory of this source tree.</span></div>
<div class="line"><a name="l00006"></a><span class="lineno"> 6</span>&#160;<span class="comment"> */</span></div>
<div class="line"><a name="l00007"></a><span class="lineno"> 7</span>&#160;</div>
<div class="line"><a name="l00008"></a><span class="lineno"> 8</span>&#160;<span class="comment">// -*- c++ -*-</span></div>
<div class="line"><a name="l00009"></a><span class="lineno"> 9</span>&#160;</div>
<div class="line"><a name="l00010"></a><span class="lineno"> 10</span>&#160;<span class="comment">// I/O code for indexes</span></div>
<div class="line"><a name="l00011"></a><span class="lineno"> 11</span>&#160;</div>
<div class="line"><a name="l00012"></a><span class="lineno"> 12</span>&#160;<span class="preprocessor">#ifndef FAISS_INDEX_IO_H</span></div>
<div class="line"><a name="l00013"></a><span class="lineno"> 13</span>&#160;<span class="preprocessor"></span><span class="preprocessor">#define FAISS_INDEX_IO_H</span></div>
<div class="line"><a name="l00014"></a><span class="lineno"> 14</span>&#160;<span class="preprocessor"></span></div>
<div class="line"><a name="l00015"></a><span class="lineno"> 15</span>&#160;</div>
<div class="line"><a name="l00016"></a><span class="lineno"> 16</span>&#160;<span class="preprocessor">#include &lt;cstdio&gt;</span></div>
<div class="line"><a name="l00017"></a><span class="lineno"> 17</span>&#160;<span class="comment"></span></div>
<div class="line"><a name="l00018"></a><span class="lineno"> 18</span>&#160;<span class="comment">/** I/O functions can read/write to a filename, a file handle or to an</span></div>
<div class="line"><a name="l00019"></a><span class="lineno"> 19</span>&#160;<span class="comment"> * object that abstracts the medium.</span></div>
<div class="line"><a name="l00020"></a><span class="lineno"> 20</span>&#160;<span class="comment"> *</span></div>
<div class="line"><a name="l00021"></a><span class="lineno"> 21</span>&#160;<span class="comment"> * The read functions return objects that should be deallocated with</span></div>
<div class="line"><a name="l00022"></a><span class="lineno"> 22</span>&#160;<span class="comment"> * delete. All references within these objectes are owned by the</span></div>
<div class="line"><a name="l00023"></a><span class="lineno"> 23</span>&#160;<span class="comment"> * object.</span></div>
<div class="line"><a name="l00024"></a><span class="lineno"> 24</span>&#160;<span class="comment"> */</span></div>
<div class="line"><a name="l00025"></a><span class="lineno"> 25</span>&#160;</div>
<div class="line"><a name="l00026"></a><span class="lineno"> 26</span>&#160;<span class="keyword">namespace </span>faiss {</div>
<div class="line"><a name="l00027"></a><span class="lineno"> 27</span>&#160;</div>
<div class="line"><a name="l00028"></a><span class="lineno"> 28</span>&#160;<span class="keyword">struct </span>Index;</div>
<div class="line"><a name="l00029"></a><span class="lineno"> 29</span>&#160;<span class="keyword">struct </span>IndexBinary;</div>
<div class="line"><a name="l00030"></a><span class="lineno"> 30</span>&#160;<span class="keyword">struct </span>VectorTransform;</div>
<div class="line"><a name="l00031"></a><span class="lineno"> 31</span>&#160;<span class="keyword">struct </span>IndexIVF;</div>
<div class="line"><a name="l00032"></a><span class="lineno"> 32</span>&#160;<span class="keyword">struct </span>ProductQuantizer;</div>
<div class="line"><a name="l00033"></a><span class="lineno"> 33</span>&#160;<span class="keyword">struct </span>IOReader;</div>
<div class="line"><a name="l00034"></a><span class="lineno"> 34</span>&#160;<span class="keyword">struct </span>IOWriter;</div>
<div class="line"><a name="l00035"></a><span class="lineno"> 35</span>&#160;<span class="keyword">struct </span>InvertedLists;</div>
<div class="line"><a name="l00036"></a><span class="lineno"> 36</span>&#160;</div>
<div class="line"><a name="l00037"></a><span class="lineno"> 37</span>&#160;<span class="keywordtype">void</span> write_index (<span class="keyword">const</span> Index *idx, <span class="keyword">const</span> <span class="keywordtype">char</span> *fname);</div>
<div class="line"><a name="l00038"></a><span class="lineno"> 38</span>&#160;<span class="keywordtype">void</span> write_index (<span class="keyword">const</span> Index *idx, FILE *f);</div>
<div class="line"><a name="l00039"></a><span class="lineno"> 39</span>&#160;<span class="keywordtype">void</span> write_index (<span class="keyword">const</span> Index *idx, IOWriter *writer);</div>
<div class="line"><a name="l00040"></a><span class="lineno"> 40</span>&#160;</div>
<div class="line"><a name="l00041"></a><span class="lineno"> 41</span>&#160;<span class="keywordtype">void</span> write_index_binary (<span class="keyword">const</span> IndexBinary *idx, <span class="keyword">const</span> <span class="keywordtype">char</span> *fname);</div>
<div class="line"><a name="l00042"></a><span class="lineno"> 42</span>&#160;<span class="keywordtype">void</span> write_index_binary (<span class="keyword">const</span> IndexBinary *idx, FILE *f);</div>
<div class="line"><a name="l00043"></a><span class="lineno"> 43</span>&#160;<span class="keywordtype">void</span> write_index_binary (<span class="keyword">const</span> IndexBinary *idx, IOWriter *writer);</div>
<div class="line"><a name="l00044"></a><span class="lineno"> 44</span>&#160;</div>
<div class="line"><a name="l00045"></a><span class="lineno"> 45</span>&#160;<span class="comment">// The read_index flags are implemented only for a subset of index types.</span></div>
<div class="line"><a name="l00046"></a><span class="lineno"> 46</span>&#160;<span class="keyword">const</span> <span class="keywordtype">int</span> IO_FLAG_MMAP = 1; <span class="comment">// try to memmap if possible</span></div>
<div class="line"><a name="l00047"></a><span class="lineno"> 47</span>&#160;<span class="keyword">const</span> <span class="keywordtype">int</span> IO_FLAG_READ_ONLY = 2;</div>
<div class="line"><a name="l00048"></a><span class="lineno"> 48</span>&#160;<span class="comment">// strip directory component from ondisk filename, and assume it&#39;s in</span></div>
<div class="line"><a name="l00049"></a><span class="lineno"> 49</span>&#160;<span class="comment">// the same directory as the index file</span></div>
<div class="line"><a name="l00050"></a><span class="lineno"> 50</span>&#160;<span class="keyword">const</span> <span class="keywordtype">int</span> IO_FLAG_ONDISK_SAME_DIR = 4;</div>
<div class="line"><a name="l00051"></a><span class="lineno"> 51</span>&#160;</div>
<div class="line"><a name="l00052"></a><span class="lineno"> 52</span>&#160;Index *read_index (<span class="keyword">const</span> <span class="keywordtype">char</span> *fname, <span class="keywordtype">int</span> io_flags = 0);</div>
<div class="line"><a name="l00053"></a><span class="lineno"> 53</span>&#160;Index *read_index (FILE * f, <span class="keywordtype">int</span> io_flags = 0);</div>
<div class="line"><a name="l00054"></a><span class="lineno"> 54</span>&#160;Index *read_index (IOReader *reader, <span class="keywordtype">int</span> io_flags = 0);</div>
<div class="line"><a name="l00055"></a><span class="lineno"> 55</span>&#160;</div>
<div class="line"><a name="l00056"></a><span class="lineno"> 56</span>&#160;IndexBinary *read_index_binary (<span class="keyword">const</span> <span class="keywordtype">char</span> *fname, <span class="keywordtype">int</span> io_flags = 0);</div>
<div class="line"><a name="l00057"></a><span class="lineno"> 57</span>&#160;IndexBinary *read_index_binary (FILE * f, <span class="keywordtype">int</span> io_flags = 0);</div>
<div class="line"><a name="l00058"></a><span class="lineno"> 58</span>&#160;IndexBinary *read_index_binary (IOReader *reader, <span class="keywordtype">int</span> io_flags = 0);</div>
<div class="line"><a name="l00059"></a><span class="lineno"> 59</span>&#160;</div>
<div class="line"><a name="l00060"></a><span class="lineno"> 60</span>&#160;<span class="keywordtype">void</span> write_VectorTransform (<span class="keyword">const</span> VectorTransform *vt, <span class="keyword">const</span> <span class="keywordtype">char</span> *fname);</div>
<div class="line"><a name="l00061"></a><span class="lineno"> 61</span>&#160;VectorTransform *read_VectorTransform (<span class="keyword">const</span> <span class="keywordtype">char</span> *fname);</div>
<div class="line"><a name="l00062"></a><span class="lineno"> 62</span>&#160;</div>
<div class="line"><a name="l00063"></a><span class="lineno"> 63</span>&#160;ProductQuantizer * read_ProductQuantizer (<span class="keyword">const</span> <span class="keywordtype">char</span>*fname);</div>
<div class="line"><a name="l00064"></a><span class="lineno"> 64</span>&#160;ProductQuantizer * read_ProductQuantizer (IOReader *reader);</div>
<div class="line"><a name="l00065"></a><span class="lineno"> 65</span>&#160;</div>
<div class="line"><a name="l00066"></a><span class="lineno"> 66</span>&#160;<span class="keywordtype">void</span> write_ProductQuantizer (<span class="keyword">const</span> ProductQuantizer*pq, <span class="keyword">const</span> <span class="keywordtype">char</span> *fname);</div>
<div class="line"><a name="l00067"></a><span class="lineno"> 67</span>&#160;<span class="keywordtype">void</span> write_ProductQuantizer (<span class="keyword">const</span> ProductQuantizer*pq, IOWriter *f);</div>
<div class="line"><a name="l00068"></a><span class="lineno"> 68</span>&#160;</div>
<div class="line"><a name="l00069"></a><span class="lineno"> 69</span>&#160;<span class="keywordtype">void</span> write_InvertedLists (<span class="keyword">const</span> InvertedLists *ils, IOWriter *f);</div>
<div class="line"><a name="l00070"></a><span class="lineno"> 70</span>&#160;InvertedLists *read_InvertedLists (IOReader *reader, <span class="keywordtype">int</span> io_flags = 0);</div>
<div class="line"><a name="l00071"></a><span class="lineno"> 71</span>&#160;</div>
<div class="line"><a name="l00072"></a><span class="lineno"> 72</span>&#160;<span class="comment">/* cloning functions */</span></div>
<div class="line"><a name="l00073"></a><span class="lineno"> 73</span>&#160;Index *clone_index (<span class="keyword">const</span> Index *);</div>
<div class="line"><a name="l00074"></a><span class="lineno"> 74</span>&#160;<span class="comment"></span></div>
<div class="line"><a name="l00075"></a><span class="lineno"> 75</span>&#160;<span class="comment">/** Cloner class, useful to override classes with other cloning</span></div>
<div class="line"><a name="l00076"></a><span class="lineno"> 76</span>&#160;<span class="comment"> * functions. The cloning function above just calls</span></div>
<div class="line"><a name="l00077"></a><span class="lineno"> 77</span>&#160;<span class="comment"> * Cloner::clone_Index. */</span></div>
<div class="line"><a name="l00078"></a><span class="lineno"><a class="line" href="structfaiss_1_1Cloner.html"> 78</a></span>&#160;<span class="keyword">struct </span><a class="code" href="structfaiss_1_1Cloner.html">Cloner</a> {</div>
<div class="line"><a name="l00079"></a><span class="lineno"> 79</span>&#160; <span class="keyword">virtual</span> <a class="code" href="structfaiss_1_1VectorTransform.html">VectorTransform</a> *clone_VectorTransform (<span class="keyword">const</span> <a class="code" href="structfaiss_1_1VectorTransform.html">VectorTransform</a> *);</div>
<div class="line"><a name="l00080"></a><span class="lineno"> 80</span>&#160; <span class="keyword">virtual</span> <a class="code" href="structfaiss_1_1Index.html">Index</a> *clone_Index (<span class="keyword">const</span> <a class="code" href="structfaiss_1_1Index.html">Index</a> *);</div>
<div class="line"><a name="l00081"></a><span class="lineno"> 81</span>&#160; <span class="keyword">virtual</span> <a class="code" href="structfaiss_1_1IndexIVF.html">IndexIVF</a> *clone_IndexIVF (<span class="keyword">const</span> <a class="code" href="structfaiss_1_1IndexIVF.html">IndexIVF</a> *);</div>
<div class="line"><a name="l00082"></a><span class="lineno"> 82</span>&#160; <span class="keyword">virtual</span> ~<a class="code" href="structfaiss_1_1Cloner.html">Cloner</a>() {}</div>
<div class="line"><a name="l00083"></a><span class="lineno"> 83</span>&#160;};</div>
<div class="line"><a name="l00084"></a><span class="lineno"> 84</span>&#160;</div>
<div class="line"><a name="l00085"></a><span class="lineno"> 85</span>&#160;</div>
<div class="line"><a name="l00086"></a><span class="lineno"> 86</span>&#160;</div>
<div class="line"><a name="l00087"></a><span class="lineno"> 87</span>&#160;} <span class="comment">// namespace faiss</span></div>
<div class="line"><a name="l00088"></a><span class="lineno"> 88</span>&#160;</div>
<div class="line"><a name="l00089"></a><span class="lineno"> 89</span>&#160;</div>
<div class="line"><a name="l00090"></a><span class="lineno"> 90</span>&#160;<span class="preprocessor">#endif</span></div>
<div class="ttc" id="structfaiss_1_1IndexIVF_html"><div class="ttname"><a href="structfaiss_1_1IndexIVF.html">faiss::IndexIVF</a></div><div class="ttdef"><b>Definition:</b> <a href="IndexIVF_8h_source.html#l00090">IndexIVF.h:90</a></div></div>
<div class="ttc" id="structfaiss_1_1Cloner_html"><div class="ttname"><a href="structfaiss_1_1Cloner.html">faiss::Cloner</a></div><div class="ttdef"><b>Definition:</b> <a href="index__io_8h_source.html#l00078">index_io.h:78</a></div></div>
<div class="ttc" id="structfaiss_1_1VectorTransform_html"><div class="ttname"><a href="structfaiss_1_1VectorTransform.html">faiss::VectorTransform</a></div><div class="ttdef"><b>Definition:</b> <a href="VectorTransform_8h_source.html#l00026">VectorTransform.h:26</a></div></div>
<div class="ttc" id="structfaiss_1_1Index_html"><div class="ttname"><a href="structfaiss_1_1Index.html">faiss::Index</a></div><div class="ttdef"><b>Definition:</b> <a href="Index_8h_source.html#l00061">Index.h:61</a></div></div>
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