| 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 | |
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| 30 | #include "align.h" |
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| 31 | #include "config.h" |
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| 32 | |
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| 33 | #include <string> |
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| 34 | using std::string; |
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| 35 | |
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| 36 | #include <utility> |
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| 37 | #include <vector> |
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| 38 | using std::vector; |
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| 39 | |
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| 40 | #include <list> |
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| 41 | using std::list; |
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| 42 | using std::pair; |
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| 43 | |
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| 44 | #include <iostream> |
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| 45 | using std::endl; |
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| 46 | using std::ostream; |
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| 47 | |
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| 48 | #include <fstream> |
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| 49 | using std::ofstream; |
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| 50 | |
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| 51 | #include <iterator> |
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| 52 | using std::ostream_iterator; |
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| 53 | |
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| 54 | #include <sstream> |
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| 55 | using std::stringstream; |
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| 56 | |
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| 57 | #include <exception> |
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| 58 | using std::exception; |
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| 59 | |
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| 60 | #include <algorithm> |
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| 61 | using std::find_if; |
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| 62 | |
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| 63 | #ifdef HAVE_TBB_MALLOC |
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| 64 | # include "tbb/tbb_allocator.h" |
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| 65 | #endif |
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| 66 | |
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| 67 | #include <boost/shared_ptr.hpp> |
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| 68 | using boost::shared_ptr; |
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| 69 | |
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| 70 | #include <boost/algorithm/string/predicate.hpp> |
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| 71 | using boost::algorithm::iequals; |
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| 72 | |
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| 73 | #include <boost/assert.hpp> |
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| 74 | #include <boost/algorithm/string/find.hpp> |
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| 75 | |
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| 76 | #include <boost/program_options.hpp> |
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| 77 | namespace po = boost::program_options; |
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| 78 | |
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| 79 | #include <sys/types.h> |
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| 80 | #include <unistd.h> //for getpid() |
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| 81 | |
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| 82 | #include "query_pt.h" |
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| 83 | #include "pseq.h" |
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| 84 | #include "cseq_comparator.h" |
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| 85 | #include "query_arb.h" |
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| 86 | |
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| 87 | #include "log.h" |
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| 88 | auto logger = sina::Log::create_logger("align"); |
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| 89 | |
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| 90 | #include "mesh.h" |
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| 91 | #include "mesh_debug.h" |
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| 92 | #include "mseq.h" |
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| 93 | |
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| 94 | namespace sina { |
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| 95 | |
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| 96 | template<typename SCORING_SCHEME, typename MASTER> |
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| 97 | void choose_transition(cseq& c, const cseq& orig, MASTER& m, SCORING_SCHEME& s, ostream& log); |
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| 98 | |
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| 99 | template<typename transition, typename MASTER> |
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| 100 | void do_align(cseq& c, const cseq& orig, MASTER& m, transition& tr, ostream& log); |
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| 101 | |
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| 102 | struct aligner::options { |
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| 103 | bool realign; |
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| 104 | OVERHANG_TYPE overhang; |
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| 105 | LOWERCASE_TYPE lowercase; |
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| 106 | INSERTION_TYPE insertion; |
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| 107 | bool calc_idty; |
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| 108 | |
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| 109 | bool fs_no_graph; |
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| 110 | float fs_weight; |
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| 111 | |
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| 112 | float match_score; |
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| 113 | float mismatch_score; |
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| 114 | float gap_penalty; |
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| 115 | float gap_ext_penalty; |
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| 116 | |
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| 117 | bool debug_graph; |
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| 118 | bool write_used_rels; |
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| 119 | |
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| 120 | bool use_subst_matrix; |
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| 121 | }; |
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| 122 | struct aligner::options *aligner::opts; |
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| 123 | |
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| 124 | |
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| 125 | void validate(boost::any& v, |
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| 126 | const std::vector<std::string>& values, |
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| 127 | OVERHANG_TYPE* /*tt*/, int /*unused*/) { |
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| 128 | using namespace boost::program_options; |
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| 129 | validators::check_first_occurrence(v); |
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| 130 | const std::string& s = validators::get_single_string(values); |
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| 131 | if (iequals(s, "attach")) { |
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| 132 | v = OVERHANG_ATTACH; |
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| 133 | } else if (iequals(s, "remove")) { |
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| 134 | v = OVERHANG_REMOVE; |
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| 135 | } else if (iequals(s, "edge")) { |
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| 136 | v = OVERHANG_EDGE; |
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| 137 | } else { |
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| 138 | throw po::invalid_option_value("must be one of 'attach', 'remove' or 'edge'"); |
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| 139 | } |
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| 140 | } |
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| 141 | std::ostream& operator<<(std::ostream& out, const OVERHANG_TYPE& t) { |
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| 142 | switch(t) { |
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| 143 | case OVERHANG_ATTACH: |
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| 144 | out << "attach"; |
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| 145 | break; |
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| 146 | case OVERHANG_REMOVE: |
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| 147 | out << "remove"; |
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| 148 | break; |
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| 149 | case OVERHANG_EDGE: |
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| 150 | out << "edge"; |
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| 151 | break; |
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| 152 | default: |
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| 153 | out << "[UNKNOWN!]"; |
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| 154 | } |
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| 155 | return out; |
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| 156 | } |
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| 157 | |
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| 158 | void validate(boost::any& v, |
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| 159 | const std::vector<std::string>& values, |
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| 160 | LOWERCASE_TYPE* /*tt*/, int /*unused*/) { |
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| 161 | using namespace boost::program_options; |
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| 162 | validators::check_first_occurrence(v); |
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| 163 | const std::string& s = validators::get_single_string(values); |
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| 164 | if (iequals(s, "none")) { |
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| 165 | v = LOWERCASE_NONE; |
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| 166 | } else if (iequals(s, "original")) { |
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| 167 | v = LOWERCASE_ORIGINAL; |
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| 168 | } else if (iequals(s, "unaligned")) { |
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| 169 | v = LOWERCASE_UNALIGNED; |
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| 170 | } else { |
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| 171 | throw po::invalid_option_value("must be one of 'none', 'original' or 'unaligned'"); |
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| 172 | } |
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| 173 | } |
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| 174 | std::ostream& operator<<(std::ostream& out, const LOWERCASE_TYPE& t) { |
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| 175 | switch(t) { |
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| 176 | case LOWERCASE_NONE: |
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| 177 | out << "none"; |
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| 178 | break; |
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| 179 | case LOWERCASE_ORIGINAL: |
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| 180 | out << "original"; |
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| 181 | break; |
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| 182 | case LOWERCASE_UNALIGNED: |
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| 183 | out << "unaligned"; |
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| 184 | break; |
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| 185 | default: |
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| 186 | out << "[UNKNOWN!]"; |
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| 187 | } |
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| 188 | return out; |
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| 189 | } |
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| 190 | |
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| 191 | void validate(boost::any& v, |
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| 192 | const std::vector<std::string>& values, |
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| 193 | INSERTION_TYPE* /*tt*/, int /*unused*/) { |
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| 194 | using namespace boost::program_options; |
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| 195 | validators::check_first_occurrence(v); |
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| 196 | const std::string& s = validators::get_single_string(values); |
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| 197 | if (iequals(s, "shift")) { |
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| 198 | v = INSERTION_SHIFT; |
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| 199 | } else if (iequals(s, "forbid")) { |
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| 200 | v = INSERTION_FORBID; |
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| 201 | } else if (iequals(s, "remove")) { |
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| 202 | v = INSERTION_REMOVE; |
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| 203 | } else { |
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| 204 | throw po::invalid_option_value("must be one of 'shift', 'forbid' or 'remove'"); |
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| 205 | } |
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| 206 | } |
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| 207 | std::ostream& operator<<(std::ostream& out, const INSERTION_TYPE& t) { |
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| 208 | switch(t) { |
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| 209 | case INSERTION_SHIFT: |
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| 210 | out << "shift"; |
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| 211 | break; |
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| 212 | case INSERTION_FORBID: |
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| 213 | out << "forbid"; |
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| 214 | break; |
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| 215 | case INSERTION_REMOVE: |
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| 216 | out << "remove"; |
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| 217 | break; |
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| 218 | default: |
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| 219 | out << "[UNKNOWN!]"; |
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| 220 | } |
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| 221 | return out; |
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| 222 | } |
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| 223 | |
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| 224 | |
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| 225 | void |
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| 226 | aligner::get_options_description(po::options_description& /*main*/, |
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| 227 | po::options_description& adv) { |
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| 228 | opts = new struct aligner::options(); |
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| 229 | |
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| 230 | po::options_description od("Aligner"); |
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| 231 | od.add_options() |
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| 232 | ("realign", |
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| 233 | po::bool_switch(&opts->realign), |
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| 234 | "do not copy alignment from reference") |
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| 235 | ("overhang", |
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| 236 | po::value<OVERHANG_TYPE>(&opts->overhang)->default_value(OVERHANG_ATTACH,""), |
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| 237 | "select type of overhang placement [*attach*|remove|edge] ") |
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| 238 | ("lowercase", |
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| 239 | po::value<LOWERCASE_TYPE>(&opts->lowercase)->default_value(LOWERCASE_NONE,""), |
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| 240 | "select which bases to put in lower case [*none*|original|unaligned] ") |
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| 241 | ("insertion", |
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| 242 | po::value<INSERTION_TYPE>(&opts->insertion)->default_value(INSERTION_SHIFT,""), |
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| 243 | "handling of insertions not accomodatable by reference alignment [*shift*|forbid|remove]") |
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| 244 | ("fs-no-graph", |
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| 245 | po::bool_switch(&opts->fs_no_graph), |
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| 246 | "use profile vector instead of DAG to as template") |
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| 247 | ("fs-weight", |
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| 248 | po::value<float>(&opts->fs_weight)->default_value(1,""), |
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| 249 | "scales weight derived from fs base freq (1)") |
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| 250 | ("match-score", |
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| 251 | po::value<float>(&opts->match_score)->default_value(2,""), |
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| 252 | "score awarded for a match (2)") |
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| 253 | ("mismatch-score", |
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| 254 | po::value<float>(&opts->mismatch_score)->default_value(-1,""), |
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| 255 | "score awarded for a mismatch (-1)") |
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| 256 | ("pen-gap", |
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| 257 | po::value<float>(&opts->gap_penalty)->default_value(5.0,""), |
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| 258 | "gap open penalty (5)") |
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| 259 | ("pen-gapext", |
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| 260 | po::value<float>(&opts->gap_ext_penalty)->default_value(2.0, ""), |
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| 261 | "gap extend penalty (2)") |
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| 262 | ("debug-graph", |
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| 263 | po::bool_switch(&opts->debug_graph), |
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| 264 | "dump reference graphs to disk") |
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| 265 | ("use-subst-matrix", |
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| 266 | po::bool_switch(&opts->use_subst_matrix), |
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| 267 | "use experimental scoring system (slow)") |
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| 268 | ("write-used-rels", |
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| 269 | po::bool_switch(&opts->write_used_rels), |
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| 270 | "write used reference sequences to field 'used_rels'") |
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| 271 | ("calc-idty", |
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| 272 | po::bool_switch(&opts->calc_idty), |
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| 273 | "calculate highest identity of aligned sequence with any reference") |
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| 274 | ; |
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| 275 | |
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| 276 | adv.add(od); |
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| 277 | } |
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| 278 | |
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| 279 | void aligner::validate_vm(boost::program_options::variables_map& /*vm*/, |
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| 280 | po::options_description& /*desc*/) { |
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| 281 | } |
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| 282 | |
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| 283 | } // namespace sina |
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| 284 | |
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| 285 | using namespace sina; |
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| 286 | |
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| 287 | static string |
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| 288 | make_datetime() { |
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| 289 | time_t t; |
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| 290 | tm tm; |
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| 291 | char buf[50]; |
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| 292 | |
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| 293 | time(&t); |
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| 294 | gmtime_r(&t, &tm); |
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| 295 | strftime(buf, 50, "%F %T", &tm); |
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| 296 | |
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| 297 | return string(buf); |
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| 298 | } |
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| 299 | |
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| 300 | |
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| 301 | aligner::aligner() = default; |
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| 302 | aligner::~aligner() = default; |
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| 303 | aligner::aligner(const aligner&) = default; |
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| 304 | aligner& aligner::operator=(const aligner& /*a*/) = default; |
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| 305 | |
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| 306 | |
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| 307 | tray |
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| 308 | aligner::operator()(tray t) { |
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| 309 | // skip if requirements missing |
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| 310 | if ((t.input_sequence == nullptr) || |
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| 311 | (t.alignment_reference == nullptr) || |
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| 312 | (t.astats == nullptr) ) { |
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| 313 | logger->error("Internal error - incomplete data for alignment ({}-{}-{})", |
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| 314 | t.input_sequence == nullptr, |
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| 315 | t.alignment_reference == nullptr, |
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| 316 | t.astats == nullptr); |
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| 317 | return t; |
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| 318 | } |
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| 319 | // prepare variables |
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| 320 | cseq &c = *(new cseq(*t.input_sequence)); // working copy |
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| 321 | search::result_vector &vc = *t.alignment_reference; |
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| 322 | const string bases = c.getBases(); // unaligned sequence |
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| 323 | |
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| 324 | if (opts->lowercase != LOWERCASE_ORIGINAL) { |
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| 325 | c.upperCaseAll(); |
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| 326 | } |
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| 327 | |
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| 328 | // sort reference sequences containing candidate to end of family |
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| 329 | auto not_contains_query = [&](search::result_item& item) { |
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| 330 | // FIXME: we can do this w/o converting to string |
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| 331 | return !boost::algorithm::icontains(item.sequence->getBases(), bases); |
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| 332 | }; |
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| 333 | auto begin_containing = partition(vc.begin(), vc.end(), not_contains_query); |
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| 334 | |
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| 335 | // if there are such sequences... |
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| 336 | if (begin_containing != vc.end()) { |
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| 337 | if (opts->realign) { // realign means ignore those sequences |
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| 338 | // FIXME: this should be done in famfinder to re-fill family |
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| 339 | t.log << "sequences "; |
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| 340 | for (auto it = begin_containing; it != vc.end(); ++it) { |
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| 341 | t.log << it->sequence->get_attr<string>(query_arb::fn_acc) << " "; |
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| 342 | } |
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| 343 | t.log << "containing exact candidate removed from family;"; |
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| 344 | vc.erase(begin_containing, vc.end()); |
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| 345 | if (vc.empty()) { |
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| 346 | t.log << "that's ALL of them. skipping sequence;"; |
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| 347 | return t; |
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| 348 | } |
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| 349 | } else { // otherwise, we steal the alignment |
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| 350 | auto same_as_query = [&](search::result_item& item) { |
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| 351 | return iequals(bases, item.sequence->getBases()); |
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| 352 | }; |
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| 353 | auto exact_match = find_if(begin_containing, vc.end(), same_as_query); |
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| 354 | if (exact_match != vc.end()) { |
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| 355 | c.setAlignedBases(exact_match->sequence->getAlignedBases()); |
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| 356 | t.log << "copied alignment from identical template sequence " |
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| 357 | << exact_match->sequence->get_attr<string>(query_arb::fn_acc) << ":" |
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| 358 | << exact_match->sequence->get_attr<string>(query_arb::fn_start, "0") |
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| 359 | << "; "; |
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| 360 | } else { |
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| 361 | vector<aligned_base> subalignment; |
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| 362 | const vector<aligned_base>& refalignment = begin_containing->sequence->getAlignedBases(); |
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| 363 | string refsequence = begin_containing->sequence->getBases(); |
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| 364 | boost::iterator_range<string::iterator> substr = boost::ifind_first(refsequence, bases); |
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| 365 | subalignment.reserve(substr.size()); |
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| 366 | std::copy(refalignment.begin() + std::distance(refsequence.begin(), substr.begin()), |
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| 367 | refalignment.begin() + std::distance(refsequence.begin(), substr.end()), |
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| 368 | std::back_inserter(subalignment)); |
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| 369 | c.setAlignedBases(subalignment); |
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| 370 | t.log << "copied alignment from (longer) template sequence " |
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| 371 | << begin_containing->sequence->get_attr<string>(query_arb::fn_acc) << ":" |
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| 372 | << begin_containing->sequence->get_attr<string>(query_arb::fn_start, "0") |
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| 373 | << "; "; |
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| 374 | BOOST_ASSERT(bases == c.getBases()); |
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| 375 | } |
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| 376 | |
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| 377 | c.setWidth(begin_containing->sequence->getWidth()); |
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| 378 | c.set_attr(query_arb::fn_date, make_datetime()); |
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| 379 | c.set_attr(query_arb::fn_qual, 100); |
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| 380 | if (opts->calc_idty) { |
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| 381 | c.set_attr(query_arb::fn_idty, 100.f); |
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| 382 | } |
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| 383 | c.set_attr(query_arb::fn_head, 0); |
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| 384 | c.set_attr(query_arb::fn_tail, 0); |
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| 385 | c.set_attr(query_arb::fn_filter, ""); |
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| 386 | t.aligned_sequence = &c; |
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| 387 | return t; |
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| 388 | } |
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| 389 | } |
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| 390 | |
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| 391 | std::vector<const cseq*> vcp; |
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| 392 | vcp.reserve(vc.size()); |
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| 393 | for (auto& r : vc) { |
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| 394 | vcp.push_back(r.sequence); |
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| 395 | } |
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| 396 | |
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| 397 | if (!opts->fs_no_graph) { |
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| 398 | // prepare reference |
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| 399 | mseq m(vcp.begin(), vcp.end(), opts->fs_weight); |
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| 400 | // (remove duplicate edges:) |
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| 401 | m.sort(); |
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| 402 | m.reduce_edges(); |
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| 403 | |
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| 404 | if (not opts->use_subst_matrix) { |
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| 405 | if (t.astats->getWidth() == 0) { |
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| 406 | scoring_scheme_simple s(-opts->match_score, -opts->mismatch_score, |
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| 407 | opts->gap_penalty, opts->gap_ext_penalty); |
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| 408 | choose_transition(c, *t.input_sequence, m, s, t.log); |
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| 409 | } else { |
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| 410 | vector<float> weights = t.astats->getWeights(); |
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| 411 | scoring_scheme_weighted s(-opts->match_score, -opts->mismatch_score, |
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| 412 | opts->gap_penalty, opts->gap_ext_penalty, |
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| 413 | weights); |
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| 414 | choose_transition(c, *t.input_sequence, m, s, t.log); |
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| 415 | } |
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| 416 | } else { |
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| 417 | vector<float> weights(vc.begin()->sequence->getWidth(), 1.f); |
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| 418 | if (t.astats->getWidth() == 0) { // FIXME: this looks broken |
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| 419 | weights = t.astats->getWeights(); |
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| 420 | } |
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| 421 | float dist = vc.begin()->score; |
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| 422 | t.log << "using dist: " << dist << endl; |
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| 423 | scoring_scheme_matrix<aligned_base::matrix_type> |
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| 424 | s(opts->gap_penalty, opts->gap_ext_penalty, weights, |
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| 425 | t.astats->getSubstMatrix(dist)); |
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| 426 | choose_transition(c, *t.input_sequence, m, s, t.log); |
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| 427 | } |
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| 428 | } else { |
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| 429 | pseq p(vcp.begin(), vcp.end()); |
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| 430 | scoring_scheme_profile s(-opts->match_score, -opts->mismatch_score, |
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| 431 | opts->gap_penalty, opts->gap_ext_penalty); |
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| 432 | choose_transition(c, *t.input_sequence, p, s, t.log); |
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| 433 | } |
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| 434 | |
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| 435 | if (opts->write_used_rels) { |
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| 436 | stringstream tmp; |
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| 437 | for (auto &s: vc) { |
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| 438 | tmp << s.sequence->getName() << " "; |
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| 439 | } |
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| 440 | c.set_attr(query_arb::fn_used_rels, tmp.str()); |
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| 441 | } |
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| 442 | |
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| 443 | if (opts->calc_idty) { |
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| 444 | cseq_comparator calc_id(CMP_IUPAC_OPTIMISTIC, |
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| 445 | CMP_DIST_NONE, |
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| 446 | CMP_COVER_OVERLAP, |
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| 447 | false); |
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| 448 | float idty = 0; |
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| 449 | for (auto &s: vc) { |
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| 450 | idty = std::max(idty, calc_id(c, *s.sequence)); |
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| 451 | } |
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| 452 | c.set_attr(query_arb::fn_idty, 100.f*idty); |
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| 453 | } |
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| 454 | |
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| 455 | c.set_attr(query_arb::fn_date, make_datetime()); |
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| 456 | c.set_attr(query_arb::fn_filter, t.astats->getName()); |
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| 457 | t.aligned_sequence = &c; |
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| 458 | |
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| 459 | return t; |
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| 460 | } |
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| 461 | |
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| 462 | template<typename SCORING_SCHEME, typename MASTER> |
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| 463 | void |
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| 464 | sina::choose_transition(cseq& c, const cseq& orig, MASTER& m, |
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| 465 | SCORING_SCHEME& s, ostream& log) { |
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| 466 | if (aligner::opts->insertion == INSERTION_FORBID) { |
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| 467 | transition_aspace_aware<SCORING_SCHEME, MASTER, cseq> tr(s); |
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| 468 | do_align(c, orig, m, tr, log); |
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| 469 | } else { |
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| 470 | transition_simple<SCORING_SCHEME, MASTER, cseq> tr(s); |
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| 471 | do_align(c, orig, m, tr, log); |
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| 472 | } |
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| 473 | } |
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| 474 | |
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| 475 | template<typename transition, typename MASTER> |
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| 476 | void |
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| 477 | sina::do_align(cseq& c, const cseq& orig, MASTER &m, |
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| 478 | transition &tr, ostream& log) { |
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| 479 | using cnsts_type = compute_node_simple<transition>; |
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| 480 | using data_type = typename cnsts_type::data_type; |
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| 481 | cnsts_type cns(tr); |
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| 482 | |
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| 483 | // create the alignment "mesh" (not quite a matrix) |
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| 484 | #ifdef HAVE_TBB_MALLOC |
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| 485 | using mesh_t = mesh<MASTER, cseq, data_type, tbb::tbb_allocator<data_type>>; |
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| 486 | #else |
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| 487 | using mesh_t = mesh<MASTER, cseq, data_type>; |
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| 488 | #endif |
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| 489 | logger->debug("Allocating {}MB for alignment matrix", mesh_t::guessMem(m, c)/1024/1024); |
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| 490 | mesh_t A(m, c); |
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| 491 | |
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| 492 | int oh_head, oh_tail; |
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| 493 | |
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| 494 | // compute values of mesh nodes |
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| 495 | compute(A, cns); |
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| 496 | |
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| 497 | // remove bases from sequence container |
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| 498 | c.clearSequence(); |
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| 499 | |
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| 500 | // run backtracking on the mesh |
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| 501 | float score = backtrack(A, c, tr, |
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| 502 | aligner::opts->overhang, |
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| 503 | aligner::opts->lowercase, |
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| 504 | aligner::opts->insertion, |
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| 505 | oh_head, oh_tail, log); |
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| 506 | // alignment done :-) |
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| 507 | c.set_attr(query_arb::fn_head, oh_head); |
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| 508 | c.set_attr(query_arb::fn_tail, oh_tail); |
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| 509 | c.set_attr(query_arb::fn_qual, (int)std::min(100.f, std::max(0.f, 100.f * score))); |
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| 510 | |
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| 511 | if (aligner::opts->debug_graph) { |
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| 512 | ofstream out(fmt::format("mseq_{}.dot", c.getName())); |
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| 513 | m.print_graphviz(out, "reference"); |
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| 514 | |
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| 515 | for (auto part : orig.find_differing_parts(c)) { |
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| 516 | mesh_to_svg(A, part.first, part.second, |
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| 517 | fmt::format("mesh_{}_{}_{}.dot", |
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| 518 | c.getName(), part.first, part.second).c_str()); |
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| 519 | } |
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| 520 | } |
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| 521 | } |
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| 522 | |
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| 523 | |
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| 524 | /* |
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| 525 | Local Variables: |
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| 526 | mode:c++ |
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| 527 | c-file-style:"stroustrup" |
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| 528 | c-file-offsets:((innamespace . 0)(inline-open . 0)(case-label . 0)) |
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| 529 | indent-tabs-mode:nil |
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| 530 | fill-column:99 |
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| 531 | End: |
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| 532 | */ |
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| 533 | // vim: filetype=cpp:expandtab:shiftwidth=4:tabstop=8:softtabstop=4:encoding=utf-8:textwidth=99 : |
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