1 | /* |
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2 | Copyright (c) 2006-2018 Elmar Pruesse <elmar.pruesse@ucdenver.edu> |
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3 | |
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4 | This file is part of SINA. |
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5 | SINA is free software: you can redistribute it and/or modify it under |
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6 | the terms of the GNU General Public License as published by the Free |
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7 | Software Foundation, either version 3 of the License, or (at your |
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8 | option) any later version. |
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9 | |
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10 | SINA is distributed in the hope that it will be useful, but WITHOUT ANY |
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11 | WARRANTY; without even the implied warranty of MERCHANTABILITY or |
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12 | FITNESS FOR A PARTICULAR PURPOSE. See the GNU General Public License |
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13 | for more details. |
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14 | |
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15 | You should have received a copy of the GNU General Public License |
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16 | along with SINA. If not, see <http://www.gnu.org/licenses/>. |
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17 | |
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18 | Additional permission under GNU GPL version 3 section 7 |
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19 | |
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20 | If you modify SINA, or any covered work, by linking or combining it |
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21 | with components of ARB (or a modified version of that software), |
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22 | containing parts covered by the terms of the |
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23 | ARB-public-library-license, the licensors of SINA grant you additional |
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24 | permission to convey the resulting work. Corresponding Source for a |
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25 | non-source form of such a combination shall include the source code |
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26 | for the parts of ARB used as well as that of the covered work. |
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27 | */ |
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28 | |
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29 | #include "kmer_search.h" |
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30 | #include "kmer.h" |
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31 | #include "idset.h" |
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32 | #include "query_arb.h" |
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33 | #include "helpers.h" |
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34 | #include "timer.h" |
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35 | #include "log.h" |
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36 | #include "progress.h" |
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37 | #include "cache.h" |
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38 | |
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39 | #include <vector> |
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40 | using std::vector; |
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41 | |
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42 | #include <string> |
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43 | using std::string; |
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44 | |
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45 | #include <iostream> |
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46 | |
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47 | #include <unordered_map> |
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48 | #include <unordered_set> |
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49 | #include <mutex> |
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50 | |
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51 | #include <boost/algorithm/string/predicate.hpp> |
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52 | #include <boost/filesystem.hpp> |
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53 | namespace fs = boost::filesystem; |
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54 | |
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55 | #include <tbb/tbb.h> |
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56 | #include <cstdio> |
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57 | #include <sys/stat.h> |
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58 | |
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59 | #include "zlib.h" |
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60 | |
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61 | using namespace sina; |
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62 | |
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63 | static const char* module_name = "Search (internal)"; |
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64 | static auto logger = Log::create_logger(module_name); |
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65 | |
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66 | const uint64_t idx_header_magic = 0x5844494b414e4953; // SINAKIDX |
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67 | const uint16_t idx_header_vers = 0; |
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68 | union idx_flags { |
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69 | uint16_t flags{0}; |
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70 | struct { |
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71 | uint16_t k :8; |
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72 | uint16_t nofast :1; |
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73 | uint16_t reserved :7; |
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74 | }; |
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75 | // must be sortable for use as map key below |
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76 | bool operator<(const idx_flags& r) const { |
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77 | if (k < r.k) return true; |
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78 | if (k > r.k) return false; |
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79 | return nofast < r.nofast; |
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80 | } |
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81 | }; |
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82 | |
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83 | struct idx_header { |
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84 | uint64_t magic{idx_header_magic}; |
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85 | uint16_t vers{idx_header_vers}; |
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86 | uint32_t n_sequences{0}; |
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87 | idx_flags flags{0}; |
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88 | }; |
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89 | |
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90 | class kmer_search::impl { |
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91 | public: |
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92 | unsigned int k; |
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93 | unsigned int n_kmers; |
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94 | unsigned int n_sequences{0}; |
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95 | |
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96 | bool nofast; |
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97 | |
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98 | std::vector<std::string> sequence_names; |
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99 | std::vector<vlimap*> kmer_idx; |
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100 | |
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101 | query_arb* arbdb; |
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102 | timer_mt timeit; |
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103 | |
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104 | using rank_result_type = std::vector<std::pair<idset::inc_t::value_type, int>>; |
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105 | fifo_cache<std::string, rank_result_type> cache{32}; |
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106 | |
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107 | impl(query_arb* arbdb_, int k_, bool nofast_); |
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108 | ~impl() { |
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109 | logger->info("Timings for Kmer Search: {}", timeit); |
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110 | } |
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111 | void find(const cseq& query, result_vector& results, unsigned int max); |
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112 | void build(); |
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113 | void store(const fs::path& filename); |
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114 | bool try_load(const fs::path& filename); |
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115 | }; |
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116 | |
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117 | |
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118 | using kmer_search_key_t = std::pair<fs::path, idx_flags>; |
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119 | static std::map<kmer_search_key_t, std::shared_ptr<kmer_search::impl>> indices; |
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120 | static std::mutex indices_access; |
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121 | |
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122 | kmer_search* |
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123 | kmer_search::get_kmer_search(const fs::path& filename, int k, bool nofast) { |
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124 | idx_flags flags; |
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125 | flags.k = k; |
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126 | flags.nofast = nofast; |
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127 | kmer_search_key_t key(filename, flags); |
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128 | if (indices.count(key) == 0u) { |
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129 | std::shared_ptr<kmer_search::impl> pimpl(new impl(query_arb::getARBDB(filename), k, nofast)); |
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130 | std::lock_guard<std::mutex> lock(indices_access); |
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131 | indices[key] = pimpl; |
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132 | } |
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133 | return new kmer_search(indices[key]); |
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134 | } |
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135 | |
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136 | void |
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137 | kmer_search::release_kmer_search(const fs::path& filename, int k, bool nofast) { |
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138 | idx_flags flags; |
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139 | flags.k = k; |
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140 | flags.nofast = nofast; |
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141 | kmer_search_key_t key(filename, flags); |
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142 | std::lock_guard<std::mutex> lock(indices_access); |
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143 | indices.erase(key); |
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144 | } |
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145 | |
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146 | kmer_search::kmer_search(std::shared_ptr<kmer_search::impl> pimpl_) |
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147 | : pimpl(pimpl_) {} |
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148 | kmer_search::~kmer_search() = default; |
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149 | unsigned int kmer_search::size() const { return pimpl->n_sequences; } |
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150 | |
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151 | |
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152 | class IndexBuilder { |
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153 | kmer_search::impl *idx; |
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154 | logger_progress *p; |
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155 | public: |
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156 | std::vector<vlimap*> kmer_idx; |
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157 | |
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158 | void operator()(const tbb::blocked_range<size_t>& r) { |
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159 | size_t end = r.end(); |
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160 | std::unordered_set<unsigned int> seen; |
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161 | for (size_t i = r.begin(); i < end; ++i) { |
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162 | const cseq& c = idx->arbdb->getCseqUncached(idx->sequence_names[i]); |
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163 | const auto& bases = c.getAlignedBases(); |
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164 | if (idx->nofast) { |
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165 | for (const auto& kmer: unique_kmers(bases, seen, idx->k)) { |
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166 | if (kmer_idx[kmer] == nullptr) { |
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167 | kmer_idx[kmer] = new vlimap(idx->n_sequences); |
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168 | } |
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169 | kmer_idx[kmer]->push_back(i); |
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170 | } |
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171 | } else { |
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172 | for (unsigned int kmer: unique_prefix_kmers(bases, seen, (int)idx->k, 1, BASE_A)) { |
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173 | if (kmer_idx[kmer] == nullptr) { |
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174 | kmer_idx[kmer] = new vlimap(idx->n_sequences); |
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175 | } |
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176 | kmer_idx[kmer]->push_back(i); |
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177 | } |
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178 | } |
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179 | p->update(); |
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180 | } |
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181 | } |
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182 | |
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183 | void join(IndexBuilder& other) { |
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184 | for (unsigned int i = 0; i < idx->n_kmers; ++i) { |
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185 | if (other.kmer_idx[i] != nullptr) { |
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186 | if (kmer_idx[i] != nullptr) { |
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187 | kmer_idx[i]->append(*other.kmer_idx[i]); |
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188 | } else { |
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189 | kmer_idx[i] = other.kmer_idx[i]; |
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190 | other.kmer_idx[i] = nullptr; |
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191 | } |
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192 | } |
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193 | } |
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194 | } |
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195 | |
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196 | ~IndexBuilder() { |
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197 | for (unsigned int i = 0; i < idx->n_kmers; ++i) { |
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198 | delete kmer_idx[i]; |
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199 | } |
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200 | } |
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201 | |
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202 | IndexBuilder(IndexBuilder& x, tbb::split) |
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203 | : idx(x.idx), p(x.p), kmer_idx(x.idx->n_kmers, nullptr) |
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204 | { |
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205 | } |
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206 | |
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207 | IndexBuilder(kmer_search::impl *idx_, logger_progress *p_) |
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208 | : idx(idx_), p(p_), kmer_idx(idx->n_kmers, nullptr) |
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209 | { |
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210 | } |
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211 | }; |
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212 | |
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213 | kmer_search::impl::impl(query_arb* arbdb_, int k_, bool nofast_) |
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214 | : k(k_), |
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215 | n_kmers(1<<(k_*2)), |
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216 | kmer_idx(1<<(k_*2), nullptr), |
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217 | nofast(nofast_), |
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218 | arbdb(arbdb_) |
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219 | { |
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220 | fs::path dbpath = arbdb->getFileName(); |
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221 | if (dbpath.compare(":") == 0) { |
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222 | logger->warn("Remote database found. Building in memory index."); |
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223 | build(); |
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224 | return; |
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225 | } |
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226 | |
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227 | fs::path idxpath = fs::path(dbpath).replace_extension("sidx"); |
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228 | if (fs::exists(idxpath) && fs::exists(dbpath)) { |
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229 | if (fs::last_write_time(idxpath) >= fs::last_write_time(dbpath)) { |
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230 | if (try_load(idxpath)) { |
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231 | return; |
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232 | } |
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233 | } else { |
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234 | logger->warn("Reference {} newer than {}", dbpath, idxpath); |
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235 | } |
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236 | logger->warn("Failed to load {} - rebuilding", idxpath); |
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237 | } else { |
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238 | logger->warn("No cached index found."); |
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239 | } |
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240 | build(); |
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241 | store(idxpath); |
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242 | } |
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243 | |
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244 | void |
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245 | kmer_search::impl::build() { |
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246 | timestamp start; |
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247 | |
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248 | sequence_names = arbdb->getSequenceNames(); |
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249 | n_sequences = sequence_names.size(); |
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250 | |
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251 | logger_progress p(logger, "Building Index", n_sequences); |
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252 | |
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253 | IndexBuilder bi(this, &p); |
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254 | tbb::parallel_reduce(tbb::blocked_range<size_t>(0, n_sequences), bi); |
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255 | p += n_sequences - p.count(); |
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256 | |
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257 | kmer_idx.clear(); |
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258 | kmer_idx.reserve(n_kmers); |
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259 | int total = 0; |
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260 | p.restart("Compressing", n_kmers); |
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261 | for (unsigned int i=0; i < n_kmers; i++) { |
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262 | ++p; |
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263 | if (bi.kmer_idx[i] != nullptr) { |
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264 | if (bi.kmer_idx[i]->size() > n_sequences / 2) { |
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265 | bi.kmer_idx[i]->invert(); |
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266 | } |
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267 | total += bi.kmer_idx[i]->size(); |
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268 | kmer_idx.push_back(new vlimap(*bi.kmer_idx[i])); |
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269 | } else { |
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270 | kmer_idx.push_back(nullptr); |
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271 | } |
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272 | } |
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273 | |
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274 | logger->info("Built index from {} sequences ({} refs) in {}", |
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275 | n_sequences, total, timestamp()-start); |
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276 | } |
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277 | |
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278 | void |
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279 | kmer_search::impl::store(const fs::path& filename) { |
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280 | std::string native = filename.native(); |
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281 | std::ofstream out(native, std::ofstream::binary); |
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282 | idx_header header; |
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283 | header.flags.k = k; |
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284 | header.flags.nofast = nofast; |
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285 | header.n_sequences = n_sequences; |
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286 | out.write((char*)&header, sizeof(idx_header)); |
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287 | for (auto& name : sequence_names) { |
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288 | out << name << std::endl; |
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289 | } |
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290 | vlimap emptymap(n_sequences); |
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291 | for (unsigned int i = 0; i < n_kmers; i++) { |
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292 | if (kmer_idx[i] != nullptr && kmer_idx[i]->size() > 0) { |
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293 | emptymap.push_back(i); |
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294 | } |
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295 | } |
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296 | emptymap.write(out); |
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297 | |
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298 | size_t idxno = 0; |
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299 | for (auto inc : emptymap) { |
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300 | idxno += inc; |
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301 | kmer_idx[idxno]->write(out); |
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302 | } |
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303 | } |
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304 | |
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305 | bool |
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306 | kmer_search::impl::try_load(const fs::path& filename) { |
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307 | std::string native = filename.native(); |
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308 | std::ifstream in(native, std::ifstream::binary); |
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309 | idx_header header; |
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310 | in.read((char*)&header, sizeof(idx_header)); |
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311 | if (idx_header_magic != header.magic) { |
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312 | logger->error("Index file {} has wrong magic. Aborting.", |
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313 | filename); |
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314 | exit(1); |
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315 | } |
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316 | if (idx_header_vers != header.vers) { |
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317 | logger->error("Index file {} created by different version.", |
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318 | filename); |
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319 | return false; |
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320 | } |
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321 | if (k != header.flags.k) { |
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322 | logger->error("Index file {} build for k={} not k={}", |
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323 | filename, header.flags.k, k); |
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324 | return false; |
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325 | } |
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326 | if (nofast != header.flags.nofast) { |
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327 | logger->error("Index file {} build for {} (want {})", |
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328 | nofast?"no fast":"fast", nofast?"fast":"nofast"); |
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329 | return false; |
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330 | } |
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331 | n_sequences = header.n_sequences; |
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332 | for (unsigned int i = 0; i < n_sequences; i++) { |
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333 | string name; |
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334 | getline(in, name); |
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335 | sequence_names.push_back(name); |
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336 | } |
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337 | vlimap emptymap(n_sequences); |
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338 | emptymap.read(in); |
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339 | size_t idxno = 0; |
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340 | int total = 0; |
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341 | for (auto inc : emptymap) { |
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342 | idxno += inc; |
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343 | vlimap *idx = new vlimap(n_sequences); |
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344 | idx->read(in); |
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345 | kmer_idx[idxno] = idx; |
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346 | total += idx->size(); |
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347 | } |
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348 | logger->info("Index contains {} sequences ({} refs)", n_sequences, total); |
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349 | |
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350 | return true; |
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351 | } |
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352 | |
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353 | double |
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354 | kmer_search::match(result_vector&, const cseq&, int, int, float, float, query_arb*, |
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355 | bool, int, int, int, int, bool) { |
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356 | throw std::runtime_error("Legacy family composition not implemented for internal search"); |
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357 | return 0; |
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358 | } |
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359 | |
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360 | void |
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361 | kmer_search::find(const cseq& query, result_vector& results, unsigned int max) { |
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362 | pimpl->find(query, results, max); |
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363 | } |
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364 | |
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365 | void |
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366 | kmer_search::impl::find(const cseq& query, result_vector& results, unsigned int max) { |
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367 | if (max > n_sequences) { |
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368 | max = n_sequences; |
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369 | } |
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370 | if (max == 0) { |
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371 | return; |
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372 | } |
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373 | idset::inc_t scores(n_sequences, 0); |
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374 | using pair = std::pair<idset::inc_t::value_type, int>; |
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375 | std::vector<pair> ranks; |
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376 | |
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377 | std::string bases = query.getBases(); |
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378 | if (!cache.try_get(bases, ranks)) { |
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379 | timer& timing = timeit.get_timer(); |
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380 | timing.start(); |
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381 | const vector<aligned_base>& bases = query.getAlignedBases(); |
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382 | |
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383 | timing.stop("load query"); |
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384 | |
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385 | std::unordered_set<unsigned int> seen(query.size()*2-1); |
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386 | |
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387 | int offset = 0; |
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388 | if (nofast) { |
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389 | // for (unsigned int kmer: unique_kmers(bases, seen, k)) { |
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390 | for (unsigned int kmer: all_kmers(bases, k, 1)) { |
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391 | if (kmer_idx[kmer] != nullptr) { |
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392 | offset += kmer_idx[kmer]->increment(scores); |
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393 | } |
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394 | } |
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395 | } else { // fast |
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396 | // for (unsigned int kmer: unique_prefix_kmers(bases, seen, k, 1, BASE_A)) { |
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397 | for (unsigned int kmer: prefix_kmers(bases, k, 1, BASE_A)) { |
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398 | if (kmer_idx[kmer] != nullptr) { |
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399 | offset += kmer_idx[kmer]->increment(scores); |
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400 | } |
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401 | } |
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402 | } |
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403 | timing.stop("count kmers"); |
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404 | |
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405 | ranks.reserve(n_sequences); |
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406 | int n = 0; |
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407 | for (auto score: scores) { |
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408 | ranks.emplace_back(score + offset, n++); |
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409 | } |
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410 | timing.stop("store"); |
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411 | } |
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412 | std::partial_sort(ranks.begin(), ranks.begin()+max, ranks.end(), std::greater<pair>()); |
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413 | |
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414 | results.clear(); |
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415 | results.reserve(max); |
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416 | for (unsigned int i=0; i<max; i++) { |
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417 | results.emplace_back(ranks[i].first, &arbdb->getCseq(sequence_names[ranks[i].second])); |
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418 | } |
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419 | cache.store(std::move(bases), std::move(ranks)); |
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420 | } |
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421 | |
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422 | /* |
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423 | Local Variables: |
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424 | mode:c++ |
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425 | c-file-style:"stroustrup" |
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426 | c-file-offsets:((innamespace . 0)(inline-open . 0)(case-label . +)) |
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427 | indent-tabs-mode:nil |
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428 | fill-column:99 |
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429 | End: |
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430 | */ |
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431 | // vim: filetype=cpp:expandtab:shiftwidth=4:tabstop=8:softtabstop=4:encoding=utf-8:textwidth=99 : |
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