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@@ -0,0 +1,678 @@
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+<?php
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+namespace App\Tools;
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+require_once __DIR__.'/../../public/app/public/casesuf.inc';
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+
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+use Illuminate\Support\Facades\Cache;
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+use Illuminate\Support\Facades\Log;
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+use Illuminate\Support\Facades\DB;
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+use App\Models\WordPart;
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+use App\Models\UserDict;
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+
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+
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+class TurboSplit
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+{
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+ protected $path = array();
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+ protected $isDebug = false;
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+ #当前搜索路径信心指数,如果过低,马上终止这个路径的搜索
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+ protected $currPathCf;
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+ #内存信心指数表
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+ protected $confidence = array();
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+ //结果数组
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+ protected $result = array();
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+ protected $part = array();
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+ //最大结果数量
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+ protected $MAX_RESULT = 100;
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+ protected $MAX_RESULT2 = 5;
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+ //最大递归深度
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+ protected $MAX_DEEP = 16;
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+ //连音规则表
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+ protected $sandhi = [
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+ ["a" => "", "b" => "", "c" => "", "len" => 0, "adj_len" => 0, "advance" => false,"cf"=>1.0],
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+ ["a" => "a", "b" => "a", "c" => "ā", "len" => 1, "adj_len" => 0, "advance" => false,"cf"=>0.99999],
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+ ["a" => "ā", "b" => "ā", "c" => "ā", "len" => 1, "adj_len" => 0, "advance" => false,"cf"=>0.9999],
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+ ["a" => "a", "b" => "ā", "c" => "ā", "len" => 1, "adj_len" => 0, "advance" => false,"cf"=>0.9999],
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+ ["a" => "ā", "b" => "a", "c" => "ā", "len" => 1, "adj_len" => 0, "advance" => false,"cf"=>0.9999],
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+ ["a" => "a", "b" => "e", "c" => "e", "len" => 1, "adj_len" => 0, "advance" => false,"cf"=>0.9999],
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+ ["a" => "a", "b" => "i", "c" => "i", "len" => 1, "adj_len" => 0, "advance" => false,"cf"=>0.9999],
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+ ["a" => "a", "b" => "o", "c" => "o", "len" => 1, "adj_len" => 0, "advance" => false,"cf"=>0.9999],
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+ ["a" => "a", "b" => "u", "c" => "o", "len" => 1, "adj_len" => 0, "advance" => false,"cf"=>0.9999],
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+ ["a" => "u", "b" => "a", "c" => "o", "len" => 1, "adj_len" => 0, "advance" => false,"cf"=>0.9999],
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+ ["a" => "u", "b" => "u", "c" => "ū", "len" => 1, "adj_len" => 0, "advance" => false,"cf"=>0.9999],
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+ ["a" => "a", "b" => "u", "c" => "u", "len" => 1, "adj_len" => 0, "advance" => false,"cf"=>0.9999],
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+ ["a" => "a", "b" => "ī", "c" => "ī", "len" => 1, "adj_len" => 0, "advance" => false,"cf"=>0.9999],
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+ ["a" => "a", "b" => "ū", "c" => "ū", "len" => 1, "adj_len" => 0, "advance" => false,"cf"=>0.9999],
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+ ["a" => "a", "b" => "i", "c" => "e", "len" => 1, "adj_len" => 0, "advance" => false,"cf"=>0.9999],
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+ ["a" => "e", "b" => "a", "c" => "e", "len" => 1, "adj_len" => 0, "advance" => false,"cf"=>0.9999],
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+ ["a" => "i", "b" => "i", "c" => "ī", "len" => 1, "adj_len" => 0, "advance" => false,"cf"=>0.9999],
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+ ["a" => "i", "b" => "e", "c" => "e", "len" => 1, "adj_len" => 0, "advance" => false,"cf"=>0.9999],
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+ ["a" => "i", "b" => "a", "c" => "ya", "len" => 2, "adj_len" => 0, "advance" => false,"cf"=>0.9999],
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+ ["a" => "a", "b" => "atth", "c" => "atth", "len" => 4, "adj_len" => 0, "advance" => false,"cf"=>0.9999],
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+ ["a" => "taṃ", "b" => "n", "c" => "tann", "len" => 4, "adj_len" => 0, "advance" => false,"cf"=>0.9999],
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+ ["a" => "[ṃ]", "b" => "api", "c" => "mpi", "len" => 3, "adj_len" => 0, "advance" => false,"cf"=>0.9999],
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+ ["a" => "[ṃ]", "b" => "eva", "c" => "meva", "len" => 4, "adj_len" => 0, "advance" => false,"cf"=>0.9999],
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+ ["a" => "[o]", "b" => "iva", "c" => "ova", "len" => 3, "adj_len" => 0, "advance" => false,"cf"=>0.9999],
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+ ["a" => "o", "b" => "a", "c" => "o", "len" => 1, "adj_len" => 0, "advance" => false,"cf"=>0.9999],
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+ ["a" => "a", "b" => "ādi", "c" => "ādi", "len" => 3, "adj_len" => 0, "advance" => false,"cf"=>0.9999],
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+ ["a" => "a[ānaṃ]", "b" => "a", "c" => "ānama", "len" => 5, "adj_len" => 0, "advance" => false,"cf"=>0.9999],
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+ ["a" => "a", "b" => "iti", "c" => "āti", "len" => 3, "adj_len" => 0, "advance" => false,"cf"=>0.9999],
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+ ["a" => "[ṃ]", "b" => "ca", "c" => "ñca", "len" => 3, "adj_len" => 0, "advance" => false,"cf"=>0.9999],
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+ ["a" => "[ṃ]", "b" => "iti", "c" => "nti", "len" => 3, "adj_len" => 0, "advance" => false,"cf"=>0.9999],
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+ ["a" => "[ṃ]", "b" => "a", "c" => "ma", "len" => 2, "adj_len" => 0, "advance" => false,"cf"=>0.9999],
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+ ["a" => "ṃ", "b" => "a", "c" => "m", "len" => 1, "adj_len" => 0, "advance" => false,"cf"=>0.9999],
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+ ["a" => "[ṃ]", "b" => "ā", "c" => "mā", "len" => 2, "adj_len" => 0, "advance" => false,"cf"=>0.9999],
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+ ["a" => "[ṃ]", "b" => "u", "c" => "mu", "len" => 2, "adj_len" => 0, "advance" => false,"cf"=>0.9999],
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+ ["a" => "[ṃ]", "b" => "h", "c" => "ñh", "len" => 2, "adj_len" => 0, "advance" => false,"cf"=>0.9999],
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+ ["a" => "ā", "b" => "[ṃ]", "c" => "am", "len" => 2, "adj_len" => 0, "advance" => false,"cf"=>0.9999],
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+ ["a" => "a", "b" => "[ṃ]", "c" => "am", "len" => 2, "adj_len" => 0, "advance" => false,"cf"=>0.9999],
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+ ["a" => "ī", "b" => "[ṃ]", "c" => "im", "len" => 2, "adj_len" => 0, "advance" => false,"cf"=>0.9999],
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+ ["a" => "ati", "b" => "tabba", "c" => "atabba", "len" => 6, "adj_len" => 0, "advance" => false,"cf"=>0.9999],
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+ ["a" => "ati", "b" => "tabba", "c" => "itabba", "len" => 6, "adj_len" => 0, "advance" => false,"cf"=>0.9999],
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+ ["a" => "iti", "b" => "a", "c" => "icca", "len" => 4, "adj_len" => 0, "advance" => false,"cf"=>0.9999],
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+ ["a" => "uṃ", "b" => "a", "c" => "uma", "len" => 3, "adj_len" => 0, "advance" => false,"cf"=>0.9999],
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+ ["a" => "u[ūnaṃ]", "b" => "a", "c" => "ūnama", "len" => 5, "adj_len" => 0, "advance" => false,"cf"=>0.9999],
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+ ["a" => "ī[īnaṃ]", "b" => "a", "c" => "īnama", "len" => 5, "adj_len" => 0, "advance" => false,"cf"=>0.9999],
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+ ["a" => "su", "b" => "a", "c" => "sva", "len" => 3, "adj_len" => 0, "advance" => false,"cf"=>0.9999],
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+ ["a" => "ā", "b" => "iti", "c" => "āti", "len" => 3, "adj_len" => 0, "advance" => false,"cf"=>0.9999],
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+ ["a" => "a", "b" => "iti", "c" => "āti", "len" => 3, "adj_len" => 0, "advance" => false,"cf"=>0.99999],
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+ ["a" => "e", "b" => "iti", "c" => "eti", "len" => 3, "adj_len" => 0, "advance" => false,"cf"=>0.99999],
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+ ["a" => "ī", "b" => "iti", "c" => "īti", "len" => 3, "adj_len" => 0, "advance" => false,"cf"=>0.9999],
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+ ["a" => "i", "b" => "iti", "c" => "īti", "len" => 3, "adj_len" => 0, "advance" => false,"cf"=>0.99999],
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+ ["a" => "o", "b" => "iti", "c" => "oti", "len" => 3, "adj_len" => 0, "advance" => false,"cf"=>0.99999],
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+ ["a" => "ū", "b" => "iti", "c" => "ūti", "len" => 3, "adj_len" => 0, "advance" => false,"cf"=>0.9999],
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+ ["a" => "u", "b" => "iti", "c" => "ūti", "len" => 3, "adj_len" => 0, "advance" => false,"cf"=>0.99999],
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+ ["a" => "ṃ", "b" => "iti", "c" => "nti", "len" => 3, "adj_len" => 0, "advance" => false,"cf"=>0.99999],
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+ ["a" => "ṃ", "b" => "ca", "c" => "ñca", "len" => 3, "adj_len" => 0, "advance" => false,"cf"=>1.0],
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+ ["a" => "ṃ", "b" => "cāti", "c" => "ñcāti", "len" => 5, "adj_len" => 0, "advance" => false,"cf"=>1.0],
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+ ["a" => "ṃ", "b" => "cet", "c" => "ñcet", "len" => 4, "adj_len" => 0, "advance" => false,"cf"=>0.9999],
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+ ["a" => "ṃ", "b" => "ev", "c" => "mev", "len" => 3, "adj_len" => 0, "advance" => false,"cf"=>0.99999],
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+ ["a" => "a", "b" => "a", "c" => "a", "len" => 1, "adj_len" => -1, "advance" => true,"cf"=>0.99],
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+ ["a" => "ī", "b" => "", "c" => "i", "len" => 1, "adj_len" => 0, "advance" => true,"cf"=>0.9],
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+ ];
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+
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+ protected $sandhi2 = [
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+ ["a" => "ṃ", "b" => "ca", "c" => "ñca", "len" => 3, "adj_len" => 0, "advance" => false,"cf"=>1.0],
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+ ["a" => "ṃ", "b" => "hi", "c" => "ñhi", "len" => 3, "adj_len" => 0, "advance" => false,"cf"=>1.0],
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+ ["a" => "a", "b" => "iti", "c" => "āti", "len" => 3, "adj_len" => 0, "advance" => false,"cf"=>0.99999],
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+ ["a" => "e", "b" => "iti", "c" => "eti", "len" => 3, "adj_len" => 0, "advance" => false,"cf"=>0.99999],
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+ ["a" => "i", "b" => "iti", "c" => "īti", "len" => 3, "adj_len" => 0, "advance" => false,"cf"=>0.99999],
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+ ["a" => "o", "b" => "iti", "c" => "oti", "len" => 3, "adj_len" => 0, "advance" => false,"cf"=>0.99999],
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+ ["a" => "u", "b" => "iti", "c" => "ūti", "len" => 3, "adj_len" => 0, "advance" => false,"cf"=>0.99999],
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+ ["a" => "ṃ", "b" => "iti", "c" => "nti", "len" => 3, "adj_len" => 0, "advance" => false,"cf"=>0.99999],
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+ ["a" => "ī", "b" => "eva", "c" => "iyeva", "len" => 5, "adj_len" => 0, "advance" => false,"cf"=>0.9999],
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+ ["a" => "ī", "b" => "eva", "c" => "īyeva", "len" => 5, "adj_len" => 0, "advance" => false,"cf"=>0.9999],
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+ ["a" => "u", "b" => "eva", "c" => "uyeva", "len" => 5, "adj_len" => 0, "advance" => false,"cf"=>0.9999],
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+ ["a" => "ṃ", "b" => "eva", "c" => "ṃyeva", "len" => 5, "adj_len" => 0, "advance" => false,"cf"=>0.9999],
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+ ["a" => "i", "b" => "eva", "c" => "yeva", "len" => 4, "adj_len" => 0, "advance" => false,"cf"=>0.9999],
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+ ["a" => "o", "b" => "eva", "c" => "ova", "len" => 3, "adj_len" => 0, "advance" => false,"cf"=>0.9999],
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+ ["a" => "ṃ", "b" => "eva", "c" => "meva", "len" => 4, "adj_len" => 0, "advance" => false,"cf"=>0.9999],
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+ ["a" => "u", "b" => "eva", "c" => "veva", "len" => 4, "adj_len" => 0, "advance" => false,"cf"=>0.9999],
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+ ["a" => "a", "b" => "eva", "c" => "eva", "len" => 3, "adj_len" => 0, "advance" => false,"cf"=>0.9999],
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+ ["a" => "e", "b" => "eva", "c" => "eva", "len" => 3, "adj_len" => 0, "advance" => false,"cf"=>0.9999],
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+ ["a" => "a", "b" => "api", "c" => "āpi", "len" => 3, "adj_len" => 0, "advance" => false,"cf"=>0.9999],
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+ ["a" => "ā", "b" => "api", "c" => "āpi", "len" => 3, "adj_len" => 0, "advance" => false,"cf"=>0.9999],
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+ ["a" => "e", "b" => "api", "c" => "epi", "len" => 3, "adj_len" => 0, "advance" => false,"cf"=>0.9999],
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+ ["a" => "i", "b" => "api", "c" => "īpi", "len" => 3, "adj_len" => 0, "advance" => false,"cf"=>0.9999],
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+ ["a" => "ī", "b" => "api", "c" => "īpi", "len" => 3, "adj_len" => 0, "advance" => false,"cf"=>0.9999],
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+ ["a" => "o", "b" => "api", "c" => "opi", "len" => 3, "adj_len" => 0, "advance" => false,"cf"=>0.9999],
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+ ["a" => "u", "b" => "api", "c" => "ūpi", "len" => 3, "adj_len" => 0, "advance" => false,"cf"=>0.9999],
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+ ["a" => "ū", "b" => "api", "c" => "ūpi", "len" => 3, "adj_len" => 0, "advance" => false,"cf"=>0.9999],
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+ ["a" => "u", "b" => "api", "c" => "upi", "len" => 3, "adj_len" => 0, "advance" => false,"cf"=>0.9999],
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+ ["a" => "ṃ", "b" => "api", "c" => "mpi", "len" => 3, "adj_len" => 0, "advance" => false,"cf"=>0.9999],
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+ ];
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+
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+ /**
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+ * Create a new command instance.
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+ *
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+ * @return void
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+ */
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+ public function __construct()
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+ {
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+ for($i=0;$i<$this->MAX_DEEP;$i++ ){
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+ array_push($this->path, array("", 0));
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+ }
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+
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+ return;
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+ }
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+
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+ /**
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+ * 从双元音处切开
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+ * @param string $word
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+ * @return void
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+ */
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+ public function splitDiphthong($word)
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+ {
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+ //diphthong table双元音表
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+ $search = array('aa', 'ae', 'ai', 'ao', 'au', 'aā', 'aī', 'aū', 'ea', 'ee', 'ei', 'eo', 'eu', 'eā', 'eī', 'eū', 'ia', 'ie', 'ii', 'io', 'iu', 'iā', 'iī', 'iū', 'oa', 'oe', 'oi', 'oo', 'ou', 'oā', 'oī', 'oū', 'ua', 'ue', 'ui', 'uo', 'uu', 'uā', 'uī', 'uū', 'āa', 'āe', 'āi', 'āo', 'āu', 'āā', 'āī', 'āū', 'īa', 'īe', 'īi', 'īo', 'īu', 'īā', 'īī', 'īū', 'ūa', 'ūe', 'ūi', 'ūo', 'ūu', 'ūā', 'ūī', 'ūū');
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+ $replace = array('a-a', 'a-e', 'a-i', 'a-o', 'a-u', 'a-ā', 'a-ī', 'a-ū', 'e-a', 'e-e', 'e-i', 'e-o', 'e-u', 'e-ā', 'e-ī', 'e-ū', 'i-a', 'i-e', 'i-i', 'i-o', 'i-u', 'i-ā', 'i-ī', 'i-ū', 'o-a', 'o-e', 'o-i', 'o-o', 'o-u', 'o-ā', 'o-ī', 'o-ū', 'u-a', 'u-e', 'u-i', 'u-o', 'u-u', 'u-ā', 'u-ī', 'u-ū', 'ā-a', 'ā-e', 'ā-i', 'ā-o', 'ā-u', 'ā-ā', 'ā-ī', 'ā-ū', 'ī-a', 'ī-e', 'ī-i', 'ī-o', 'ī-u', 'ī-ā', 'ī-ī', 'ī-ū', 'ū-a', 'ū-e', 'ū-i', 'ū-o', 'ū-u', 'ū-ā', 'ū-ī', 'ū-ū');
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+ //将双元音拆开
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+ //step 1 : split at diphthong . ~aa~ -> ~a-a~
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+ $word1 = str_replace($search, $replace, $word);
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+ //按连字符拆开处理
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+ $arrword = str_getcsv($word1, "-");
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+ return $arrword;
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+ }
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+
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+ /**
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+ * 查询单词是否存在
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+ * @param string $word
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+ * @return array(int $wordWeight, int $endingLenght)
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+ */
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+ public function dict_lookup($word)
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+ {
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+ global $case; //语尾表
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+ if (strlen($word) <= 1) {
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+ return array(0,0);
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+ }
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+ //去掉单词首尾的 []
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+ if(mb_substr($word,0,1) !== "["){
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+ $search = $word;
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+ }
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+ else{
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+ $search = str_replace("[","",$word);
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+ $search = str_replace("]","",$search);
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+ }
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+ //获取单词权重
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+ $row = Cache::remember('palicanon/wordpart/weight/'.$search, 100 , function() use($search) {
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+ return WordPart::where('word',$search)->value('weight');
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+ });
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+ if ($row) {
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+ //找到
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+ return array($row,0);
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+ } else {
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+ //去除尾查
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+ $newWord = array();
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+ for ($row = 0; $row < count($case); $row++) {
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+ $len = mb_strlen($case[$row][1], "UTF-8");
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+ $end = mb_substr($search, 0 - $len, null, "UTF-8");
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+ if ($end == $case[$row][1]) {
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+ $base = mb_substr($search, 0, mb_strlen($search, "UTF-8") - $len, "UTF-8") . $case[$row][0];
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+ if ($base != $search) {
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+ $newWord[$base] = mb_strlen($case[$row][1],"UTF-8");
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+ }
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+ }
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+ }
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+ #找到最高频的base
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+ $base_weight = 0;
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+ $len = 0;
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+ foreach ($newWord as $x => $x_value) {
|
|
|
+ $row = Cache::remember('palicanon/wordpart/weight/'.$search, 100 , function() use($x) {
|
|
|
+ return WordPart::where('word',$x)->value('weight');
|
|
|
+ });
|
|
|
+ if ($row) {
|
|
|
+ if ($row > $base_weight) {
|
|
|
+ $base_weight = $row;
|
|
|
+ $len=$x_value;
|
|
|
+ }
|
|
|
+ }
|
|
|
+ }
|
|
|
+ return array($base_weight,$len);
|
|
|
+ }
|
|
|
+ }
|
|
|
+
|
|
|
+ /**
|
|
|
+ * 查找某个单词是否在现有词典出现
|
|
|
+ * 返回信心指数
|
|
|
+ * look up single word in dictionary vocabulary
|
|
|
+ * return the confidence value
|
|
|
+ *
|
|
|
+ *
|
|
|
+ *
|
|
|
+ */
|
|
|
+ public function isExsit($word, $adj_len = 0){
|
|
|
+ $this->log("正在查询:{$word}");
|
|
|
+
|
|
|
+ $isFound = false;
|
|
|
+ $count = 0;
|
|
|
+ $cacheKey = "turbosplit/part/";
|
|
|
+ if (isset($this->part["{$word}"])) {
|
|
|
+ $word_count = $this->part["{$word}"][0];
|
|
|
+ $case_len = $this->part["{$word}"][1];
|
|
|
+ if ($word_count > 0) {
|
|
|
+ $this->log("查到:{$word}:{$word_count}个");
|
|
|
+ $isFound = true;
|
|
|
+ $count = $word_count + 1;
|
|
|
+ }
|
|
|
+ } else {
|
|
|
+ $db = $this->dict_lookup($word);
|
|
|
+ $word_count = $db[0];
|
|
|
+ $case_len = $db[1];
|
|
|
+ //加入查询缓存
|
|
|
+ $this->part["{$word}"] = $db;
|
|
|
+ if ($word_count > 0) {
|
|
|
+ Log::info("查到:{$word}:{$word_count}个");
|
|
|
+ $isFound = true;
|
|
|
+ $count = $word_count + 1;
|
|
|
+ }
|
|
|
+ }
|
|
|
+ //fomular of confidence value 信心值计算公式
|
|
|
+ if ($isFound) {
|
|
|
+ if (isset($this->confidence["{$word}"])) {
|
|
|
+ $cf = $this->confidence["{$word}"];
|
|
|
+ } else {
|
|
|
+ $len = mb_strlen($word, "UTF-8") - $case_len;
|
|
|
+ $len_correct = 1.2;
|
|
|
+ $count2 = 1.1 + pow($count, 1.18);
|
|
|
+ $conf_num = pow(1 / $count2, pow(($len - 0.5), $len_correct));
|
|
|
+ $cf = round(1 / (1 + 640 * $conf_num), 9);
|
|
|
+ //$cf = round((1-0.02*$case_len) / (1 + 640 * $conf_num), 9);
|
|
|
+ $this->confidence["{$word}"] = $cf;
|
|
|
+ Log::info("信心指数:{$word}:{$cf}");
|
|
|
+
|
|
|
+ }
|
|
|
+ return ($cf);
|
|
|
+ } else {
|
|
|
+ return (-1);
|
|
|
+ }
|
|
|
+ }
|
|
|
+
|
|
|
+ /**
|
|
|
+ * 核心拆分函数
|
|
|
+ * $strWord, word to be look up 要查询的词
|
|
|
+ * $deep, 当前递归深度
|
|
|
+ * $express=true, 快速查询
|
|
|
+ * $adj_len=0 长度校正系数
|
|
|
+ * $c_threshhold 信心指数阈值
|
|
|
+ *
|
|
|
+ *
|
|
|
+ *
|
|
|
+ */
|
|
|
+ function split($strWord, $deep = 0, $express = false, $adj_len = 0, $c_threshhold = 0.8, $w_threshhold = 0.8, $forward = true, $sandhi_advance = false)
|
|
|
+ {
|
|
|
+ $this->log("spliting word={$strWord} deep={$deep}");
|
|
|
+ $output = array();
|
|
|
+ #当前搜索路径信心指数,如果过低,马上终止这个路径的搜索
|
|
|
+ if($deep == 0){
|
|
|
+ $this->currPathCf = 1;
|
|
|
+ }
|
|
|
+ //达到最大搜索深度,返回
|
|
|
+ if ($deep >= $this->MAX_DEEP) {
|
|
|
+ $word = "";
|
|
|
+ $cf = 1.0;
|
|
|
+ for ($i = 0; $i < $deep; $i++) {
|
|
|
+ if (!empty($this->path[$i][0])) {
|
|
|
+ $word .= $this->path[$i][0] ;
|
|
|
+ if($isDebug) {
|
|
|
+ $word .= "(" . $this->path[$i][1] . ")";
|
|
|
+ }
|
|
|
+ $word .= "+";
|
|
|
+ $cf = $cf * $this->path[$i][1];
|
|
|
+ }
|
|
|
+ }
|
|
|
+ $len = pow(mb_strlen($strWord, "UTF-8"), 3);
|
|
|
+ $cf += (0 - $len) / ($len + 150);
|
|
|
+ $word .= "{$strWord}";
|
|
|
+ if ($forward == true) {
|
|
|
+ $this->result[$word] = $cf;
|
|
|
+ return 0;
|
|
|
+ } else {
|
|
|
+ $reverseWord = word_reverse($word);
|
|
|
+ $this->result[$reverseWord] = $cf;
|
|
|
+ return 0;
|
|
|
+ }
|
|
|
+
|
|
|
+ }
|
|
|
+ //直接找到
|
|
|
+ $confidence = isExsit($strWord, $adj_len);
|
|
|
+ if ($confidence > $c_threshhold) {
|
|
|
+ $output[] = array($strWord, "", $confidence);
|
|
|
+ }
|
|
|
+ else {
|
|
|
+ $confidence = isExsit("[" . $strWord . "]");
|
|
|
+ if ($confidence > $c_threshhold) {
|
|
|
+ $output[] = array("[" . $strWord . "]", "", $confidence);
|
|
|
+ }
|
|
|
+ }
|
|
|
+
|
|
|
+ //如果开头有双辅音,去掉第一个辅音。因为巴利语中没有以双辅音开头的单词。
|
|
|
+ $doubleword = "kkggccjjṭṭḍḍttddppbb";
|
|
|
+ if (mb_strlen($strWord, "UTF-8") > 2) {
|
|
|
+ $left2 = mb_substr($strWord, 0, 2, "UTF-8");
|
|
|
+ if (mb_strpos($doubleword, $left2, 0, "UTF-8") !== false) {
|
|
|
+ $strWord = mb_substr($strWord, 1, null, "UTF-8");
|
|
|
+ }
|
|
|
+ }
|
|
|
+
|
|
|
+ $len = mb_strlen($strWord, "UTF-8");
|
|
|
+ if ($len > 2) {
|
|
|
+ if ($forward) {
|
|
|
+ #正向切
|
|
|
+ $this->log("正向切");
|
|
|
+ for ($i = $len; $i > 1; $i--) {
|
|
|
+ foreach ($this->sandhi as $key => $row) {
|
|
|
+ //应用连音规则切分单词
|
|
|
+ if ($sandhi_advance == false && $row["advance"] == true) {
|
|
|
+ //continue;
|
|
|
+ }
|
|
|
+ if (mb_substr($strWord, $i - $row["len"], $row["len"], "UTF-8") == $row["c"]) {
|
|
|
+ $str1 = mb_substr($strWord, 0, $i - $row["len"], "UTF-8") . $row["a"];
|
|
|
+ $str2 = $row["b"] . mb_substr($strWord, $i, null, "UTF-8");
|
|
|
+ $confidence = isExsit($str1, $adj_len)*$row["cf"];
|
|
|
+ if ($confidence > $c_threshhold) {
|
|
|
+ //信心指数大于预设的阈值,插入
|
|
|
+ $output[] = array($str1, $str2, $confidence, $row["adj_len"]);
|
|
|
+ $this->log("插入结构数组:{$str1} 剩余{$str2} 应用:{$row["a"]}-{$row["b"]}-{$row["c"]}");
|
|
|
+ if ($express) {
|
|
|
+ break;
|
|
|
+ }
|
|
|
+ }
|
|
|
+ }
|
|
|
+ }
|
|
|
+ }
|
|
|
+ } else {
|
|
|
+ #反向切
|
|
|
+ for ($i = 1; $i < $len - 1; $i++) {
|
|
|
+ foreach ($this->sandhi as $key => $row) {
|
|
|
+ if ($sandhi_advance == false && $row["advance"] == true) {
|
|
|
+ //continue;
|
|
|
+ }
|
|
|
+ if (mb_substr($strWord, $i, $row["len"], "UTF-8") == $row["c"]) {
|
|
|
+ $str1 = mb_substr($strWord, 0, $i, "UTF-8") . $row["a"];
|
|
|
+ $str2 = $row["b"] . mb_substr($strWord, $i + $row["len"], null, "UTF-8");
|
|
|
+ $confidence = isExsit($str2, $adj_len)*$row["cf"];
|
|
|
+ if ($confidence > $c_threshhold) {
|
|
|
+ $output[] = array($str2, $str1, $confidence, $row["adj_len"]);
|
|
|
+ $this->log("将此次结果插入结果数组:剩余={$str2}");
|
|
|
+ if ($express) {
|
|
|
+ break;
|
|
|
+ }
|
|
|
+ }
|
|
|
+ }
|
|
|
+ }
|
|
|
+ }
|
|
|
+ }
|
|
|
+ }
|
|
|
+
|
|
|
+ $word = "";
|
|
|
+ $this->log("结果数组个数:".count($output));
|
|
|
+ if (count($output) > 0) {
|
|
|
+ foreach ($output as $part) {
|
|
|
+ $checked = $part[0];
|
|
|
+ $remainder = $part[1];
|
|
|
+ $this->log("剩余部分:{$remainder}");
|
|
|
+ $this->path[$deep][0] = $checked;
|
|
|
+ $this->path[$deep][1] = $part[2];
|
|
|
+
|
|
|
+ if (empty($remainder)) {
|
|
|
+ #全切完了
|
|
|
+ $this->log("全切完了");
|
|
|
+ $word = "";
|
|
|
+ $cf = 1.0;
|
|
|
+ for ($i = 0; $i < $deep; $i++) {
|
|
|
+ $word .= $this->path[$i][0];
|
|
|
+ if ($this->isDebug) {
|
|
|
+ $word .= "(" . $this->path[$i][1] . ")";
|
|
|
+ }
|
|
|
+ $word .= "+";
|
|
|
+ $cf = $cf * $this->path[$i][1];
|
|
|
+ }
|
|
|
+
|
|
|
+ if ($this->isDebug) {
|
|
|
+ $word .= $checked . "({$part[2]})";
|
|
|
+ } else {
|
|
|
+ $word .= $checked;
|
|
|
+ }
|
|
|
+ $cf = $cf * $part[2];
|
|
|
+ if ($cf > $w_threshhold) {
|
|
|
+ if ($forward == true) {
|
|
|
+ $this->result[$word] = $cf;
|
|
|
+ return 0;
|
|
|
+ } else {
|
|
|
+ $reverseWord = word_reverse($word);
|
|
|
+ $this->result[$reverseWord] = $cf;
|
|
|
+ return 0;
|
|
|
+ }
|
|
|
+ }
|
|
|
+ } else {
|
|
|
+ #计算当前信心指数
|
|
|
+ $cf = 1.0;
|
|
|
+ for ($i = 0; $i < $deep; $i++) {
|
|
|
+ $cf = $cf * $this->path[$i][1];
|
|
|
+ }
|
|
|
+ $this->log("计算当前信心指数:{$cf}");
|
|
|
+ if($cf<$w_threshhold){
|
|
|
+ $this->log("信心指数过低,提前返回 {$cf}");
|
|
|
+ return 0;
|
|
|
+ }else{
|
|
|
+ #接着切
|
|
|
+ $this->log("接着切:{$remainder}");
|
|
|
+ $this->split($remainder, ($deep + 1), $express, $adj_len, $c_threshhold, $w_threshhold, $forward, $sandhi_advance);
|
|
|
+ }
|
|
|
+ }
|
|
|
+ }
|
|
|
+ }else {
|
|
|
+ #尾巴查不到了
|
|
|
+ $this->log("尾巴查不到了");
|
|
|
+ $word = "";
|
|
|
+ $cf = 1.0;
|
|
|
+ for ($i = 0; $i < $deep; $i++) {
|
|
|
+ $word .= $this->path[$i][0];
|
|
|
+ if ($this->isDebug) {
|
|
|
+ $word .= "(" . $this->path[$i][1] . ")";
|
|
|
+ }
|
|
|
+ $word .= "+";
|
|
|
+ $cf = $cf * $this->path[$i][1];
|
|
|
+ }
|
|
|
+
|
|
|
+ $len = pow(mb_strlen($strWord, "UTF-8"), 3);
|
|
|
+
|
|
|
+ if ($forward) {
|
|
|
+ $cf =(1-$cf) * $len / ($len + 150);
|
|
|
+ } else {
|
|
|
+ $cf =(1-$cf) * $len / ($len + 5);
|
|
|
+ }
|
|
|
+
|
|
|
+ if ($this->isDebug) {
|
|
|
+ $word = $word.$strWord . "(0)";
|
|
|
+ } else {
|
|
|
+ $word = $word .$strWord;
|
|
|
+ }
|
|
|
+
|
|
|
+ if ($cf > $w_threshhold) {
|
|
|
+ if ($forward == true) {
|
|
|
+ $this->result[$word] = $cf;
|
|
|
+ return 0;
|
|
|
+ }
|
|
|
+ else {
|
|
|
+ $reverseWord = word_reverse($word);
|
|
|
+ $this->result[$reverseWord] = $cf;
|
|
|
+ return 0;
|
|
|
+ }
|
|
|
+ }
|
|
|
+ }
|
|
|
+
|
|
|
+ }
|
|
|
+
|
|
|
+ /**
|
|
|
+ * 颠倒词序
|
|
|
+ */
|
|
|
+ public function word_reverse($word)
|
|
|
+ {
|
|
|
+ $reverse = array();
|
|
|
+ $newword = explode("+", $word);
|
|
|
+ $len = count($newword);
|
|
|
+ if ($len > 0) {
|
|
|
+ for ($i = $len - 1; $i >= 0; $i--) {
|
|
|
+ # code...
|
|
|
+ $reverse[] = $newword[$i];
|
|
|
+ }
|
|
|
+ $output = implode("+", $reverse);
|
|
|
+ return $output;
|
|
|
+ } else {
|
|
|
+ return $word;
|
|
|
+ }
|
|
|
+ }
|
|
|
+
|
|
|
+ /**
|
|
|
+ * 拆分后的处理
|
|
|
+ */
|
|
|
+ public function split2($word){
|
|
|
+ $input = explode("+",$word);
|
|
|
+ $newword=array();
|
|
|
+ foreach ($input as $value) {
|
|
|
+ //去掉带小括号的调试信息
|
|
|
+ $word = strstr($value,"(",true);
|
|
|
+ if($word == false){
|
|
|
+ $word = $value;
|
|
|
+ }
|
|
|
+ if(mb_strlen($word,"UTF-8")>4){
|
|
|
+ # 先看有没有中文意思
|
|
|
+ Log::info("先看有没有中文意思");
|
|
|
+ if(UserDict::where('word',$word)->where('mean','<>','')->where('language','<>','my')->exists()){
|
|
|
+ $newword[]=$word;
|
|
|
+ }else{
|
|
|
+ Log::info("如果没有查巴缅替换拆分");
|
|
|
+ #如果没有查巴缅替换拆分
|
|
|
+ if(UserDict::where('word',$word)->where('dict_id','61f23efb-b526-4a8e-999e-076965034e60')->exists()){
|
|
|
+ $pmPart = explode("+",UserDict::where('word',$word)->where('dict_id','61f23efb-b526-4a8e-999e-076965034e60')->value('factors')) ;
|
|
|
+ foreach ($pmPart as $pm) {
|
|
|
+ # code...
|
|
|
+ $newword[]=$pm;
|
|
|
+ }
|
|
|
+ }
|
|
|
+ else{
|
|
|
+ Log::info("如果没有查规则变形");
|
|
|
+ #如果没有查规则变形
|
|
|
+ if(UserDict::where('word',$word)->where('source','_SYS_REGULAR_')->exists()){
|
|
|
+ $rglPart = explode("+",UserDict::where('word',$word)->where('source','_SYS_REGULAR_')->value('factors')) ;
|
|
|
+ #看巴缅有没有第一部分
|
|
|
+ Log::info("看巴缅有没有第一部分");
|
|
|
+ if(UserDict::where('word',$rglPart[0])->where('dict_id','61f23efb-b526-4a8e-999e-076965034e60')->exists()){
|
|
|
+ $pmPart = explode("+",UserDict::where('word',$rglPart[0])->where('dict_id','61f23efb-b526-4a8e-999e-076965034e60')->value('factors')) ;
|
|
|
+ foreach ($pmPart as $pm) {
|
|
|
+ # code...
|
|
|
+ $newword[]=$pm;
|
|
|
+ }
|
|
|
+ }
|
|
|
+ else{
|
|
|
+ #没有
|
|
|
+ $newword[]=$rglPart[0];
|
|
|
+ }
|
|
|
+ $newword[]=$rglPart[1];
|
|
|
+ }
|
|
|
+ else{
|
|
|
+ #还没有就认命了
|
|
|
+ Log::info("还没有就认命了");
|
|
|
+ $newword[]=$word;
|
|
|
+ }
|
|
|
+ }
|
|
|
+ }
|
|
|
+ }
|
|
|
+ else{
|
|
|
+ $newword[]=$word;
|
|
|
+ }
|
|
|
+
|
|
|
+ }
|
|
|
+ return implode("+",$newword);
|
|
|
+ }
|
|
|
+
|
|
|
+
|
|
|
+ /**
|
|
|
+ * 预处理连音词
|
|
|
+ */
|
|
|
+ public function splitSandhi($word){
|
|
|
+ $newWord = "";
|
|
|
+ $firstWord=$word;
|
|
|
+ do {
|
|
|
+ $isFound = false;
|
|
|
+ foreach ($this->sandhi2 as $key => $sandhi) {
|
|
|
+ # code...
|
|
|
+ $len = $sandhi["len"];
|
|
|
+ $end = mb_substr($firstWord, 0 - $len, null, "UTF-8");
|
|
|
+ if ($end == $sandhi["c"]) {
|
|
|
+ $word1 = mb_substr($firstWord, 0, mb_strlen($firstWord, "UTF-8") - $len, "UTF-8") .$sandhi["a"];
|
|
|
+ $word2 = $sandhi["b"];
|
|
|
+ $newWord = $word2 . "-" .$newWord;
|
|
|
+ $firstWord = $word1;
|
|
|
+ $isFound=true;
|
|
|
+ break;
|
|
|
+ }
|
|
|
+ }
|
|
|
+ } while ($isFound);
|
|
|
+ $newWord = $firstWord . "-" .$newWord;
|
|
|
+ return mb_substr($newWord,0,-1, "UTF-8");
|
|
|
+ }
|
|
|
+
|
|
|
+ public function splitA($word){
|
|
|
+ $output = array();
|
|
|
+ //预处理连音词
|
|
|
+ $word = $this->splitSandhi($word);
|
|
|
+
|
|
|
+ # 处理双元音
|
|
|
+ Log::info("处理双元音");
|
|
|
+ $arrword = $this->splitDiphthong($word);
|
|
|
+ if (count($arrword) > 1) {
|
|
|
+ array_push($output,['word'=>$word,'factors'=>implode("+", $arrword),'confidence'=>0.9999]);
|
|
|
+ }
|
|
|
+
|
|
|
+ foreach ($arrword as $oneword) {
|
|
|
+ $this->result = array(); //清空递归程序的输出容器
|
|
|
+
|
|
|
+ if(mb_strlen($oneword)>35){
|
|
|
+ //长词使用快速切分 正向切分 不使用少见sandi规则
|
|
|
+ $this->split($oneword, 0, true, 0.8, 0.9, 0, true, false);
|
|
|
+ $min_result = 1;
|
|
|
+ }else{
|
|
|
+ $this->split($oneword, 0, false, 0.8, 0.9, 0, true, false);
|
|
|
+ $min_result=3;
|
|
|
+ }
|
|
|
+ Log::info("正向切分结束 结果数量".count($this->result));
|
|
|
+
|
|
|
+ if(count($this->result)<$min_result){
|
|
|
+ //有效结果过少
|
|
|
+ $this->split($oneword, 0, false, 0.2, 0.8, 0, true, true);
|
|
|
+ Log::info("有效结果过少 再次正切".count($this->result) );
|
|
|
+ if(count($this->result)<2){
|
|
|
+ $this->split($oneword, 0, false, 0.2, 0.8, 0, false, true);
|
|
|
+ Log::info("有效结果过少 再次反切:结果数量" . count($this->result));
|
|
|
+ }
|
|
|
+ }
|
|
|
+
|
|
|
+ //echo "{$start}-{$oneword}:" . count($result) . "\n";
|
|
|
+ if (count($this->result) > 0) {
|
|
|
+ arsort($this->result); //按信心指数排序
|
|
|
+ $iCount = 0;
|
|
|
+ foreach ($this->result as $row => $value) {
|
|
|
+ array_push($output,['word'=>$oneword,'factors'=>$row,'confidence'=>$value]);
|
|
|
+
|
|
|
+ //后处理 进一步切分没有意思的长词
|
|
|
+ Log::info("后处理 进一步切分没有意思的长词");
|
|
|
+ $new = $this->split2($row);
|
|
|
+ if($new!==$row){
|
|
|
+ array_push($output,['word'=>$oneword,'factors'=>$new,'confidence'=>$value]);
|
|
|
+ #再处理一次
|
|
|
+ $new2 = split2($new);
|
|
|
+ if($new2!==$new){
|
|
|
+ array_push($output,['word'=>$oneword,'factors'=>$new2,'confidence'=>$value]);
|
|
|
+ }
|
|
|
+ }
|
|
|
+ $iCount++;
|
|
|
+ if ($iCount > $this->MAX_RESULT2) {
|
|
|
+ break;
|
|
|
+ }
|
|
|
+ }
|
|
|
+ } else {
|
|
|
+ Log::error("{$oneword} 切分失败");
|
|
|
+ }
|
|
|
+ }
|
|
|
+ return $output;
|
|
|
+ }
|
|
|
+
|
|
|
+ public function setting($param=null){
|
|
|
+
|
|
|
+ }
|
|
|
+
|
|
|
+ public function getResult(){
|
|
|
+ return $this->result;
|
|
|
+ }
|
|
|
+
|
|
|
+ private function log($message){
|
|
|
+ if ($this->isDebug) {
|
|
|
+ Log::info($message);
|
|
|
+ }
|
|
|
+ }
|
|
|
+
|
|
|
+ private function pushResult($word,$cf){
|
|
|
+ array_push($this->result,array($word=>$cf));
|
|
|
+ }
|
|
|
+}
|
|
|
+
|