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<div class="title">IndexIVF_c.h</div> </div>
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<div class="fragment"><div class="line"><a name="l00001"></a><span class="lineno"> 1</span> <span class="comment">/**</span></div>
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<div class="line"><a name="l00002"></a><span class="lineno"> 2</span> <span class="comment"> * Copyright (c) 2015-present, Facebook, Inc.</span></div>
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<div class="line"><a name="l00003"></a><span class="lineno"> 3</span> <span class="comment"> * All rights reserved.</span></div>
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<div class="line"><a name="l00004"></a><span class="lineno"> 4</span> <span class="comment"> *</span></div>
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<div class="line"><a name="l00005"></a><span class="lineno"> 5</span> <span class="comment"> * This source code is licensed under the BSD+Patents license found in the</span></div>
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<div class="line"><a name="l00006"></a><span class="lineno"> 6</span> <span class="comment"> * LICENSE file in the root directory of this source tree.</span></div>
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<div class="line"><a name="l00007"></a><span class="lineno"> 7</span> <span class="comment"> */</span></div>
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<div class="line"><a name="l00008"></a><span class="lineno"> 8</span> </div>
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<div class="line"><a name="l00009"></a><span class="lineno"> 9</span> <span class="comment">// Copyright 2004-present Facebook. All Rights Reserved.</span></div>
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<div class="line"><a name="l00010"></a><span class="lineno"> 10</span> <span class="comment">// -*- c -*-</span></div>
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<div class="line"><a name="l00011"></a><span class="lineno"> 11</span> </div>
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<div class="line"><a name="l00012"></a><span class="lineno"> 12</span> <span class="preprocessor">#ifndef FAISS_INDEX_IVF_C_H</span></div>
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<div class="line"><a name="l00013"></a><span class="lineno"> 13</span> <span class="preprocessor"></span><span class="preprocessor">#define FAISS_INDEX_IVF_C_H</span></div>
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<div class="line"><a name="l00014"></a><span class="lineno"> 14</span> <span class="preprocessor"></span></div>
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<div class="line"><a name="l00015"></a><span class="lineno"> 15</span> <span class="preprocessor">#include "faiss_c.h"</span></div>
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<div class="line"><a name="l00016"></a><span class="lineno"> 16</span> <span class="preprocessor">#include "Index_c.h"</span></div>
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<div class="line"><a name="l00017"></a><span class="lineno"> 17</span> <span class="preprocessor">#include "Clustering_c.h"</span></div>
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<div class="line"><a name="l00018"></a><span class="lineno"> 18</span> </div>
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<div class="line"><a name="l00019"></a><span class="lineno"> 19</span> <span class="preprocessor">#ifdef __cplusplus</span></div>
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<div class="line"><a name="l00020"></a><span class="lineno"> 20</span> <span class="preprocessor"></span><span class="keyword">extern</span> <span class="stringliteral">"C"</span> {</div>
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<div class="line"><a name="l00021"></a><span class="lineno"> 21</span> <span class="preprocessor">#endif</span></div>
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<div class="line"><a name="l00022"></a><span class="lineno"> 22</span> <span class="preprocessor"></span><span class="comment"></span></div>
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<div class="line"><a name="l00023"></a><span class="lineno"> 23</span> <span class="comment">/** Index based on a inverted file (IVF)</span></div>
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<div class="line"><a name="l00024"></a><span class="lineno"> 24</span> <span class="comment"> *</span></div>
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<div class="line"><a name="l00025"></a><span class="lineno"> 25</span> <span class="comment"> * In the inverted file, the quantizer (an Index instance) provides a</span></div>
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<div class="line"><a name="l00026"></a><span class="lineno"> 26</span> <span class="comment"> * quantization index for each vector to be added. The quantization</span></div>
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<div class="line"><a name="l00027"></a><span class="lineno"> 27</span> <span class="comment"> * index maps to a list (aka inverted list or posting list), where the</span></div>
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<div class="line"><a name="l00028"></a><span class="lineno"> 28</span> <span class="comment"> * id of the vector is then stored.</span></div>
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<div class="line"><a name="l00029"></a><span class="lineno"> 29</span> <span class="comment"> *</span></div>
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<div class="line"><a name="l00030"></a><span class="lineno"> 30</span> <span class="comment"> * At search time, the vector to be searched is also quantized, and</span></div>
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<div class="line"><a name="l00031"></a><span class="lineno"> 31</span> <span class="comment"> * only the list corresponding to the quantization index is</span></div>
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<div class="line"><a name="l00032"></a><span class="lineno"> 32</span> <span class="comment"> * searched. This speeds up the search by making it</span></div>
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<div class="line"><a name="l00033"></a><span class="lineno"> 33</span> <span class="comment"> * non-exhaustive. This can be relaxed using multi-probe search: a few</span></div>
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<div class="line"><a name="l00034"></a><span class="lineno"> 34</span> <span class="comment"> * (nprobe) quantization indices are selected and several inverted</span></div>
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<div class="line"><a name="l00035"></a><span class="lineno"> 35</span> <span class="comment"> * lists are visited.</span></div>
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<div class="line"><a name="l00036"></a><span class="lineno"> 36</span> <span class="comment"> *</span></div>
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<div class="line"><a name="l00037"></a><span class="lineno"> 37</span> <span class="comment"> * Sub-classes implement a post-filtering of the index that refines</span></div>
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<div class="line"><a name="l00038"></a><span class="lineno"> 38</span> <span class="comment"> * the distance estimation from the query to databse vectors.</span></div>
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<div class="line"><a name="l00039"></a><span class="lineno"> 39</span> <span class="comment"> */</span></div>
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<div class="line"><a name="l00040"></a><span class="lineno"> 40</span> FAISS_DECLARE_CLASS_INHERITED(IndexIVF, Index)</div>
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<div class="line"><a name="l00041"></a><span class="lineno"> 41</span> FAISS_DECLARE_DESTRUCTOR(IndexIVF)</div>
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<div class="line"><a name="l00042"></a><span class="lineno"> 42</span> FAISS_DECLARE_INDEX_DOWNCAST(IndexIVF)</div>
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<div class="line"><a name="l00043"></a><span class="lineno"> 43</span> <span class="comment"></span></div>
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<div class="line"><a name="l00044"></a><span class="lineno"> 44</span> <span class="comment">/// number of possible key values</span></div>
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<div class="line"><a name="l00045"></a><span class="lineno"> 45</span> <span class="comment"></span>FAISS_DECLARE_GETTER(IndexIVF, <span class="keywordtype">size_t</span>, nlist)<span class="comment"></span></div>
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<div class="line"><a name="l00046"></a><span class="lineno"> 46</span> <span class="comment">/// number of probes at query time</span></div>
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<div class="line"><a name="l00047"></a><span class="lineno"> 47</span> <span class="comment"></span>FAISS_DECLARE_GETTER(IndexIVF, <span class="keywordtype">size_t</span>, nprobe)<span class="comment"></span></div>
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<div class="line"><a name="l00048"></a><span class="lineno"> 48</span> <span class="comment">/// quantizer that maps vectors to inverted lists</span></div>
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<div class="line"><a name="l00049"></a><span class="lineno"> 49</span> <span class="comment"></span>FAISS_DECLARE_GETTER(IndexIVF, FaissIndex*, quantizer)<span class="comment"></span></div>
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<div class="line"><a name="l00050"></a><span class="lineno"> 50</span> <span class="comment">/**</span></div>
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<div class="line"><a name="l00051"></a><span class="lineno"> 51</span> <span class="comment"> * = 0: use the quantizer as index in a kmeans training</span></div>
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<div class="line"><a name="l00052"></a><span class="lineno"> 52</span> <span class="comment"> * = 1: just pass on the training set to the train() of the quantizer</span></div>
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<div class="line"><a name="l00053"></a><span class="lineno"> 53</span> <span class="comment"> * = 2: kmeans training on a flat index + add the centroids to the quantizer</span></div>
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<div class="line"><a name="l00054"></a><span class="lineno"> 54</span> <span class="comment"> */</span></div>
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<div class="line"><a name="l00055"></a><span class="lineno"> 55</span> FAISS_DECLARE_GETTER(IndexIVF, <span class="keywordtype">char</span>, quantizer_trains_alone)</div>
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<div class="line"><a name="l00056"></a><span class="lineno"> 56</span> <span class="comment"></span></div>
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<div class="line"><a name="l00057"></a><span class="lineno"> 57</span> <span class="comment">/// whether object owns the quantizer</span></div>
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<div class="line"><a name="l00058"></a><span class="lineno"> 58</span> <span class="comment"></span>FAISS_DECLARE_GETTER(IndexIVF, <span class="keywordtype">int</span>, own_fields)</div>
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<div class="line"><a name="l00059"></a><span class="lineno"> 59</span> <span class="comment"></span></div>
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<div class="line"><a name="l00060"></a><span class="lineno"> 60</span> <span class="comment">/** moves the entries from another dataset to self. On output,</span></div>
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<div class="line"><a name="l00061"></a><span class="lineno"> 61</span> <span class="comment"> * other is empty. add_id is added to all moved ids (for</span></div>
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<div class="line"><a name="l00062"></a><span class="lineno"> 62</span> <span class="comment"> * sequential ids, this would be this->ntotal */</span></div>
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<div class="line"><a name="l00063"></a><span class="lineno"> 63</span> <span class="keywordtype">int</span> faiss_IndexIVF_merge_from(</div>
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<div class="line"><a name="l00064"></a><span class="lineno"> 64</span>  FaissIndexIVF* index, FaissIndexIVF* other, idx_t add_id);</div>
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<div class="line"><a name="l00065"></a><span class="lineno"> 65</span> <span class="comment"></span></div>
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<div class="line"><a name="l00066"></a><span class="lineno"> 66</span> <span class="comment">/** copy a subset of the entries index to the other index</span></div>
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<div class="line"><a name="l00067"></a><span class="lineno"> 67</span> <span class="comment"> *</span></div>
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<div class="line"><a name="l00068"></a><span class="lineno"> 68</span> <span class="comment"> * if subset_type == 0: copies ids in [a1, a2)</span></div>
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<div class="line"><a name="l00069"></a><span class="lineno"> 69</span> <span class="comment"> * if subset_type == 1: copies ids if id % a1 == a2</span></div>
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<div class="line"><a name="l00070"></a><span class="lineno"> 70</span> <span class="comment"> * if subset_type == 2: copies inverted lists such that a1</span></div>
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<div class="line"><a name="l00071"></a><span class="lineno"> 71</span> <span class="comment"> * elements are left before and a2 elements are after</span></div>
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<div class="line"><a name="l00072"></a><span class="lineno"> 72</span> <span class="comment"> */</span></div>
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<div class="line"><a name="l00073"></a><span class="lineno"> 73</span> <span class="keywordtype">int</span> faiss_IndexIVF_copy_subset_to(</div>
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<div class="line"><a name="l00074"></a><span class="lineno"> 74</span>  const FaissIndexIVF* index, FaissIndexIVF* other, <span class="keywordtype">int</span> subset_type, <span class="keywordtype">long</span> a1,</div>
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<div class="line"><a name="l00075"></a><span class="lineno"> 75</span>  <span class="keywordtype">long</span> a2);</div>
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<div class="line"><a name="l00076"></a><span class="lineno"> 76</span> <span class="comment"></span></div>
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<div class="line"><a name="l00077"></a><span class="lineno"> 77</span> <span class="comment">/** search a set of vectors, that are pre-quantized by the IVF</span></div>
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<div class="line"><a name="l00078"></a><span class="lineno"> 78</span> <span class="comment"> * quantizer. Fill in the corresponding heaps with the query</span></div>
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<div class="line"><a name="l00079"></a><span class="lineno"> 79</span> <span class="comment"> * results. search() calls this.</span></div>
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<div class="line"><a name="l00080"></a><span class="lineno"> 80</span> <span class="comment"> *</span></div>
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<div class="line"><a name="l00081"></a><span class="lineno"> 81</span> <span class="comment"> * @param n nb of vectors to query</span></div>
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<div class="line"><a name="l00082"></a><span class="lineno"> 82</span> <span class="comment"> * @param x query vectors, size nx * d</span></div>
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<div class="line"><a name="l00083"></a><span class="lineno"> 83</span> <span class="comment"> * @param assign coarse quantization indices, size nx * nprobe</span></div>
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<div class="line"><a name="l00084"></a><span class="lineno"> 84</span> <span class="comment"> * @param centroid_dis</span></div>
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<div class="line"><a name="l00085"></a><span class="lineno"> 85</span> <span class="comment"> * distances to coarse centroids, size nx * nprobe</span></div>
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<div class="line"><a name="l00086"></a><span class="lineno"> 86</span> <span class="comment"> * @param distance</span></div>
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<div class="line"><a name="l00087"></a><span class="lineno"> 87</span> <span class="comment"> * output distances, size n * k</span></div>
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<div class="line"><a name="l00088"></a><span class="lineno"> 88</span> <span class="comment"> * @param labels output labels, size n * k</span></div>
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<div class="line"><a name="l00089"></a><span class="lineno"> 89</span> <span class="comment"> * @param store_pairs store inv list index + inv list offset</span></div>
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<div class="line"><a name="l00090"></a><span class="lineno"> 90</span> <span class="comment"> * instead in upper/lower 32 bit of result,</span></div>
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<div class="line"><a name="l00091"></a><span class="lineno"> 91</span> <span class="comment"> * instead of ids (used for reranking).</span></div>
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<div class="line"><a name="l00092"></a><span class="lineno"> 92</span> <span class="comment"> */</span></div>
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<div class="line"><a name="l00093"></a><span class="lineno"> 93</span> <span class="keywordtype">int</span> faiss_IndexIVF_search_preassigned (const FaissIndexIVF* index,</div>
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<div class="line"><a name="l00094"></a><span class="lineno"> 94</span>  idx_t n, const <span class="keywordtype">float</span> *x, idx_t k, const idx_t *assign,</div>
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<div class="line"><a name="l00095"></a><span class="lineno"> 95</span>  const <span class="keywordtype">float</span> *centroid_dis, <span class="keywordtype">float</span> *distances, idx_t *labels,</div>
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<div class="line"><a name="l00096"></a><span class="lineno"> 96</span>  <span class="keywordtype">int</span> store_pairs);</div>
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<div class="line"><a name="l00097"></a><span class="lineno"> 97</span> </div>
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<div class="line"><a name="l00098"></a><span class="lineno"> 98</span> <span class="keywordtype">size_t</span> faiss_IndexIVF_get_list_size(const FaissIndexIVF* index,</div>
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<div class="line"><a name="l00099"></a><span class="lineno"> 99</span>  <span class="keywordtype">size_t</span> list_no);</div>
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<div class="line"><a name="l00100"></a><span class="lineno"> 100</span> <span class="comment"></span></div>
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<div class="line"><a name="l00101"></a><span class="lineno"> 101</span> <span class="comment">/** intialize a direct map</span></div>
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<div class="line"><a name="l00102"></a><span class="lineno"> 102</span> <span class="comment"> *</span></div>
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<div class="line"><a name="l00103"></a><span class="lineno"> 103</span> <span class="comment"> * @param new_maintain_direct_map if true, create a direct map,</span></div>
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<div class="line"><a name="l00104"></a><span class="lineno"> 104</span> <span class="comment"> * else clear it</span></div>
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<div class="line"><a name="l00105"></a><span class="lineno"> 105</span> <span class="comment"> */</span></div>
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<div class="line"><a name="l00106"></a><span class="lineno"> 106</span> <span class="keywordtype">int</span> faiss_IndexIVF_make_direct_map(FaissIndexIVF* index,</div>
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<div class="line"><a name="l00107"></a><span class="lineno"> 107</span>  <span class="keywordtype">int</span> new_maintain_direct_map);</div>
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<div class="line"><a name="l00108"></a><span class="lineno"> 108</span> <span class="comment"></span></div>
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<div class="line"><a name="l00109"></a><span class="lineno"> 109</span> <span class="comment">/// 1= perfectly balanced, >1: imbalanced</span></div>
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<div class="line"><a name="l00110"></a><span class="lineno"> 110</span> <span class="comment"></span><span class="keywordtype">double</span> faiss_IndexIVF_imbalance_factor (const FaissIndexIVF* index);</div>
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<div class="line"><a name="l00111"></a><span class="lineno"> 111</span> <span class="comment"></span></div>
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<div class="line"><a name="l00112"></a><span class="lineno"> 112</span> <span class="comment">/// display some stats about the inverted lists</span></div>
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<div class="line"><a name="l00113"></a><span class="lineno"> 113</span> <span class="comment"></span><span class="keywordtype">void</span> faiss_IndexIVF_print_stats (const FaissIndexIVF* index);</div>
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<div class="line"><a name="l00114"></a><span class="lineno"> 114</span> </div>
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<div class="line"><a name="l00115"></a><span class="lineno"> 115</span> </div>
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<div class="line"><a name="l00116"></a><span class="lineno"><a class="line" href="structFaissIndexIVFStats.html"> 116</a></span> typedef struct <a class="code" href="structFaissIndexIVFStats.html">FaissIndexIVFStats</a> {</div>
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<div class="line"><a name="l00117"></a><span class="lineno"> 117</span>  <span class="keywordtype">size_t</span> nq; <span class="comment">// nb of queries run</span></div>
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<div class="line"><a name="l00118"></a><span class="lineno"> 118</span>  <span class="keywordtype">size_t</span> nlist; <span class="comment">// nb of inverted lists scanned</span></div>
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<div class="line"><a name="l00119"></a><span class="lineno"> 119</span>  <span class="keywordtype">size_t</span> ndis; <span class="comment">// nb of distancs computed</span></div>
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<div class="line"><a name="l00120"></a><span class="lineno"> 120</span> } <a class="code" href="structFaissIndexIVFStats.html">FaissIndexIVFStats</a>;</div>
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<div class="line"><a name="l00121"></a><span class="lineno"> 121</span> </div>
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<div class="line"><a name="l00122"></a><span class="lineno"> 122</span> <span class="keywordtype">void</span> faiss_IndexIVFStats_reset(<a class="code" href="structFaissIndexIVFStats.html">FaissIndexIVFStats</a>* stats);</div>
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<div class="line"><a name="l00123"></a><span class="lineno"> 123</span> </div>
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<div class="line"><a name="l00124"></a><span class="lineno"> 124</span> <span class="keyword">inline</span> <span class="keywordtype">void</span> faiss_IndexIVFStats_init(<a class="code" href="structFaissIndexIVFStats.html">FaissIndexIVFStats</a>* stats) {</div>
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<div class="line"><a name="l00125"></a><span class="lineno"> 125</span>  faiss_IndexIVFStats_reset(stats);</div>
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<div class="line"><a name="l00126"></a><span class="lineno"> 126</span> }</div>
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<div class="line"><a name="l00127"></a><span class="lineno"> 127</span> <span class="comment"></span></div>
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<div class="line"><a name="l00128"></a><span class="lineno"> 128</span> <span class="comment">/** Inverted file with stored vectors. Here the inverted file</span></div>
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<div class="line"><a name="l00129"></a><span class="lineno"> 129</span> <span class="comment"> * pre-selects the vectors to be searched, but they are not otherwise</span></div>
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<div class="line"><a name="l00130"></a><span class="lineno"> 130</span> <span class="comment"> * encoded, the code array just contains the raw float entries.</span></div>
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<div class="line"><a name="l00131"></a><span class="lineno"> 131</span> <span class="comment"> */</span></div>
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<div class="line"><a name="l00132"></a><span class="lineno"> 132</span> FAISS_DECLARE_CLASS(IndexIVFFlat)</div>
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<div class="line"><a name="l00133"></a><span class="lineno"> 133</span> FAISS_DECLARE_DESTRUCTOR(IndexIVFFlat)</div>
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<div class="line"><a name="l00134"></a><span class="lineno"> 134</span> </div>
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<div class="line"><a name="l00135"></a><span class="lineno"> 135</span> <span class="keywordtype">int</span> faiss_IndexIVFFlat_new(FaissIndexIVFFlat** p_index);</div>
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<div class="line"><a name="l00136"></a><span class="lineno"> 136</span> </div>
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<div class="line"><a name="l00137"></a><span class="lineno"> 137</span> <span class="keywordtype">int</span> faiss_IndexIVFFlat_new_with(FaissIndexIVFFlat** p_index,</div>
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<div class="line"><a name="l00138"></a><span class="lineno"> 138</span>  FaissIndex* quantizer, <span class="keywordtype">size_t</span> d, <span class="keywordtype">size_t</span> nlist);</div>
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<div class="line"><a name="l00139"></a><span class="lineno"> 139</span> </div>
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<div class="line"><a name="l00140"></a><span class="lineno"> 140</span> <span class="keywordtype">int</span> faiss_IndexIVFFlat_new_with_metric(</div>
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<div class="line"><a name="l00141"></a><span class="lineno"> 141</span>  FaissIndexIVFFlat** p_index, FaissIndex* quantizer, <span class="keywordtype">size_t</span> d, <span class="keywordtype">size_t</span> nlist,</div>
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<div class="line"><a name="l00142"></a><span class="lineno"> 142</span>  FaissMetricType metric);</div>
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<div class="line"><a name="l00143"></a><span class="lineno"> 143</span> </div>
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<div class="line"><a name="l00144"></a><span class="lineno"> 144</span> <span class="keywordtype">int</span> faiss_IndexIVFFlat_add_core(FaissIndexIVFFlat* index, idx_t n, </div>
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<div class="line"><a name="l00145"></a><span class="lineno"> 145</span>  const <span class="keywordtype">float</span> * x, const <span class="keywordtype">long</span> *xids, const <span class="keywordtype">long</span> *precomputed_idx);</div>
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<div class="line"><a name="l00146"></a><span class="lineno"> 146</span> <span class="comment"></span></div>
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<div class="line"><a name="l00147"></a><span class="lineno"> 147</span> <span class="comment">/** Update a subset of vectors.</span></div>
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<div class="line"><a name="l00148"></a><span class="lineno"> 148</span> <span class="comment"> *</span></div>
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<div class="line"><a name="l00149"></a><span class="lineno"> 149</span> <span class="comment"> * The index must have a direct_map</span></div>
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<div class="line"><a name="l00150"></a><span class="lineno"> 150</span> <span class="comment"> *</span></div>
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<div class="line"><a name="l00151"></a><span class="lineno"> 151</span> <span class="comment"> * @param nv nb of vectors to update</span></div>
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<div class="line"><a name="l00152"></a><span class="lineno"> 152</span> <span class="comment"> * @param idx vector indices to update, size nv</span></div>
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<div class="line"><a name="l00153"></a><span class="lineno"> 153</span> <span class="comment"> * @param v vectors of new values, size nv*d</span></div>
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<div class="line"><a name="l00154"></a><span class="lineno"> 154</span> <span class="comment"> */</span></div>
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<div class="line"><a name="l00155"></a><span class="lineno"> 155</span> <span class="keywordtype">int</span> faiss_IndexIVFFlat_update_vectors(FaissIndexIVFFlat* index, <span class="keywordtype">int</span> nv,</div>
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<div class="line"><a name="l00156"></a><span class="lineno"> 156</span>  idx_t *idx, const <span class="keywordtype">float</span> *v);</div>
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<div class="line"><a name="l00157"></a><span class="lineno"> 157</span> </div>
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<div class="line"><a name="l00158"></a><span class="lineno"> 158</span> <span class="preprocessor">#ifdef __cplusplus</span></div>
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<div class="line"><a name="l00159"></a><span class="lineno"> 159</span> <span class="preprocessor"></span>}</div>
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<div class="line"><a name="l00160"></a><span class="lineno"> 160</span> <span class="preprocessor">#endif</span></div>
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<div class="line"><a name="l00161"></a><span class="lineno"> 161</span> <span class="preprocessor"></span></div>
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<div class="line"><a name="l00162"></a><span class="lineno"> 162</span> </div>
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<div class="line"><a name="l00163"></a><span class="lineno"> 163</span> <span class="preprocessor">#endif</span></div>
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<div class="ttc" id="structFaissIndexIVFStats_html"><div class="ttname"><a href="structFaissIndexIVFStats.html">FaissIndexIVFStats</a></div><div class="ttdef"><b>Definition:</b> <a href="IndexIVF__c_8h_source.html#l00116">IndexIVF_c.h:116</a></div></div>
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