git-svn-id: https://cld2.googlecode.com/svn/trunk@168 b252ecd4-b096-bf77-eb8e-91563289f87e
510 lines
16 KiB
C++
510 lines
16 KiB
C++
// Copyright 2013 Google Inc. All Rights Reserved.
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//
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// Licensed under the Apache License, Version 2.0 (the "License");
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// you may not use this file except in compliance with the License.
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// You may obtain a copy of the License at
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//
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// http://www.apache.org/licenses/LICENSE-2.0
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//
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// Unless required by applicable law or agreed to in writing, software
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// distributed under the License is distributed on an "AS IS" BASIS,
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// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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// See the License for the specific language governing permissions and
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// limitations under the License.
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//
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// Author: dsites@google.com (Dick Sites)
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//
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// Just the stuff shared between offline table builder and online detector
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//
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#ifndef I18N_ENCODINGS_CLD2_INTERNAL_NEW_CLDUTIL_SHARED_H__
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#define I18N_ENCODINGS_CLD2_INTERNAL_NEW_CLDUTIL_SHARED_H__
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#include "integral_types.h"
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#include "cld2tablesummary.h"
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namespace CLD2 {
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// Runtime routines for hashing, looking up, and scoring
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// unigrams (CJK), bigrams (CJK), quadgrams, and octagrams.
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// Unigrams and bigrams are for CJK languages only, including simplified/
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// traditional Chinese, Japanese, Korean, Vietnamese Han characters, and
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// Zhuang Han characters. Surrounding spaces are not considered.
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// Quadgrams and octagrams for for non-CJK and include two bits indicating
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// preceding and trailing spaces (word boundaries).
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//----------------------------------------------------------------------------//
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// Main quantized probability table //
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//----------------------------------------------------------------------------//
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// Table has 240 eight-byte entries. Each entry has a five-byte array and
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// a three-byte array of log base 2 probabilities in the range 1..12.
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// The intended use is to express five or three probabilities in a single-byte
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// subscript, then decode via this table. These probabilities are
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// intended to go with an array of five or three language numbers.
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//
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// The corresponding language numbers will have to be sorted by descending
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// probability, then the actual probability subscript chosen to match the
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// closest available entry in this table.
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//
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// Pattern of probability values:
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// hi 3/4 1/2 1/4 lo hi mid lo
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// where "3/4" is (hi*3+lo)/4, "1/2" is (hi+lo)/2, and "1/4" is (hi+lo*3)/4
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// and mid is one of 3/4 1/2 or 1/4.
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// There are three groups of 78 (=12*13/2) entries, with hi running 1..12 and
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// lo running 1..hi. Only the first group is used for five-entry lookups.
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// The mid value in the first group is 1/2, the second group 3/4, and the
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// third group 1/4. For three-entry lookups, this allows the mid entry to be
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// somewhat higher or lower than the midpoint, to allow a better match to the
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// original probabilities.
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static const int kLgProbV2TblSize = 240;
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static const uint8 kLgProbV2Tbl[kLgProbV2TblSize * 8] = {
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1,1,1,1,1, 1,1,1, // [0]
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2,2,2,1,1, 2,2,1, // [1]
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2,2,2,2,2, 2,2,2,
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3,3,2,2,1, 3,2,1, // [3]
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3,3,3,2,2, 3,3,2,
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3,3,3,3,3, 3,3,3,
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4,3,3,2,1, 4,3,1, // [6]
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4,4,3,3,2, 4,3,2,
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4,4,4,3,3, 4,4,3,
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4,4,4,4,4, 4,4,4,
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5,4,3,2,1, 5,3,1, // [10]
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5,4,4,3,2, 5,4,2,
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5,5,4,4,3, 5,4,3,
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5,5,5,4,4, 5,5,4,
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5,5,5,5,5, 5,5,5,
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6,5,4,2,1, 6,4,1, // [15]
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6,5,4,3,2, 6,4,2,
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6,5,5,4,3, 6,5,3,
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6,6,5,5,4, 6,5,4,
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6,6,6,5,5, 6,6,5,
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6,6,6,6,6, 6,6,6,
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7,6,4,3,1, 7,4,1, // [21]
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7,6,5,3,2, 7,5,2,
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7,6,5,4,3, 7,5,3,
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7,6,6,5,4, 7,6,4,
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7,7,6,6,5, 7,6,5,
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7,7,7,6,6, 7,7,6,
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7,7,7,7,7, 7,7,7,
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8,6,5,3,1, 8,5,1, // [28]
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8,7,5,4,2, 8,5,2,
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8,7,6,4,3, 8,6,3,
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8,7,6,5,4, 8,6,4,
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8,7,7,6,5, 8,7,5,
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8,8,7,7,6, 8,7,6,
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8,8,8,7,7, 8,8,7,
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8,8,8,8,8, 8,8,8,
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9,7,5,3,1, 9,5,1, // [36]
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9,7,6,4,2, 9,6,2,
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9,8,6,5,3, 9,6,3,
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9,8,7,5,4, 9,7,4,
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9,8,7,6,5, 9,7,5,
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9,8,8,7,6, 9,8,6,
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9,9,8,8,7, 9,8,7,
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9,9,9,8,8, 9,9,8,
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9,9,9,9,9, 9,9,9,
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10,8,6,3,1, 10,6,1, // [45]
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10,8,6,4,2, 10,6,2,
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10,8,7,5,3, 10,7,3,
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10,9,7,6,4, 10,7,4,
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10,9,8,6,5, 10,8,5,
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10,9,8,7,6, 10,8,6,
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10,9,9,8,7, 10,9,7,
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10,10,9,9,8, 10,9,8,
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10,10,10,9,9, 10,10,9,
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10,10,10,10,10, 10,10,10,
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11,9,6,4,1, 11,6,1, // [55]
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11,9,7,4,2, 11,7,2,
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11,9,7,5,3, 11,7,3,
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11,9,8,6,4, 11,8,4,
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11,10,8,7,5, 11,8,5,
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11,10,9,7,6, 11,9,6,
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11,10,9,8,7, 11,9,7,
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11,10,10,9,8, 11,10,8,
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11,11,10,10,9, 11,10,9,
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11,11,11,10,10, 11,11,10,
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11,11,11,11,11, 11,11,11,
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12,9,7,4,1, 12,7,1, // [66]
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12,10,7,5,2, 12,7,2,
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12,10,8,5,3, 12,8,3,
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12,10,8,6,4, 12,8,4,
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12,10,9,7,5, 12,9,5,
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12,11,9,8,6, 12,9,6,
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12,11,10,8,7, 12,10,7,
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12,11,10,9,8, 12,10,8,
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12,11,11,10,9, 12,11,9,
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12,12,11,11,10, 12,11,10,
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12,12,12,11,11, 12,12,11,
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12,12,12,12,12, 12,12,12,
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1,1,1,1,1, 1,1,1,
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2,2,2,1,1, 2,2,1,
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2,2,2,2,2, 2,2,2,
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3,3,2,2,1, 3,3,1,
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3,3,3,2,2, 3,3,2,
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3,3,3,3,3, 3,3,3,
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4,3,3,2,1, 4,3,1,
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4,4,3,3,2, 4,4,2,
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4,4,4,3,3, 4,4,3,
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4,4,4,4,4, 4,4,4,
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5,4,3,2,1, 5,4,1,
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5,4,4,3,2, 5,4,2,
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5,5,4,4,3, 5,5,3,
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5,5,5,4,4, 5,5,4,
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5,5,5,5,5, 5,5,5,
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6,5,4,2,1, 6,5,1,
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6,5,4,3,2, 6,5,2,
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6,5,5,4,3, 6,5,3,
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6,6,5,5,4, 6,6,4,
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6,6,6,5,5, 6,6,5,
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6,6,6,6,6, 6,6,6,
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7,6,4,3,1, 7,6,1,
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7,6,5,3,2, 7,6,2,
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7,6,5,4,3, 7,6,3,
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7,6,6,5,4, 7,6,4,
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7,7,6,6,5, 7,7,5,
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7,7,7,6,6, 7,7,6,
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7,7,7,7,7, 7,7,7,
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8,6,5,3,1, 8,6,1,
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8,7,5,4,2, 8,7,2,
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8,7,6,4,3, 8,7,3,
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8,7,6,5,4, 8,7,4,
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8,7,7,6,5, 8,7,5,
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8,8,7,7,6, 8,8,6,
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8,8,8,7,7, 8,8,7,
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8,8,8,8,8, 8,8,8,
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9,7,5,3,1, 9,7,1,
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9,7,6,4,2, 9,7,2,
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9,8,6,5,3, 9,8,3,
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9,8,7,5,4, 9,8,4,
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9,8,7,6,5, 9,8,5,
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9,8,8,7,6, 9,8,6,
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9,9,8,8,7, 9,9,7,
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9,9,9,8,8, 9,9,8,
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9,9,9,9,9, 9,9,9,
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10,8,6,3,1, 10,8,1,
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10,8,6,4,2, 10,8,2,
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10,8,7,5,3, 10,8,3,
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10,9,7,6,4, 10,9,4,
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10,9,8,6,5, 10,9,5,
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10,9,8,7,6, 10,9,6,
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10,9,9,8,7, 10,9,7,
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10,10,9,9,8, 10,10,8,
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10,10,10,9,9, 10,10,9,
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10,10,10,10,10, 10,10,10,
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11,9,6,4,1, 11,9,1,
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11,9,7,4,2, 11,9,2,
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11,9,7,5,3, 11,9,3,
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11,9,8,6,4, 11,9,4,
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11,10,8,7,5, 11,10,5,
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11,10,9,7,6, 11,10,6,
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11,10,9,8,7, 11,10,7,
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11,10,10,9,8, 11,10,8,
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11,11,10,10,9, 11,11,9,
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11,11,11,10,10, 11,11,10,
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11,11,11,11,11, 11,11,11,
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12,9,7,4,1, 12,9,1,
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12,10,7,5,2, 12,10,2,
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12,10,8,5,3, 12,10,3,
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12,10,8,6,4, 12,10,4,
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12,10,9,7,5, 12,10,5,
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12,11,9,8,6, 12,11,6,
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12,11,10,8,7, 12,11,7,
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12,11,10,9,8, 12,11,8,
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12,11,11,10,9, 12,11,9,
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12,12,11,11,10, 12,12,10,
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12,12,12,11,11, 12,12,11,
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12,12,12,12,12, 12,12,12,
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1,1,1,1,1, 1,1,1,
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2,2,2,1,1, 2,1,1,
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2,2,2,2,2, 2,2,2,
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3,3,2,2,1, 3,2,1,
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3,3,3,2,2, 3,2,2,
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3,3,3,3,3, 3,3,3,
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4,3,3,2,1, 4,2,1,
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4,4,3,3,2, 4,3,2,
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4,4,4,3,3, 4,3,3,
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4,4,4,4,4, 4,4,4,
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5,4,3,2,1, 5,2,1,
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5,4,4,3,2, 5,3,2,
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5,5,4,4,3, 5,4,3,
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5,5,5,4,4, 5,4,4,
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5,5,5,5,5, 5,5,5,
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6,5,4,2,1, 6,2,1,
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6,5,4,3,2, 6,3,2,
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6,5,5,4,3, 6,4,3,
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6,6,5,5,4, 6,5,4,
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6,6,6,5,5, 6,5,5,
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6,6,6,6,6, 6,6,6,
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7,6,4,3,1, 7,3,1,
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7,6,5,3,2, 7,3,2,
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7,6,5,4,3, 7,4,3,
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7,6,6,5,4, 7,5,4,
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7,7,6,6,5, 7,6,5,
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7,7,7,6,6, 7,6,6,
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7,7,7,7,7, 7,7,7,
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8,6,5,3,1, 8,3,1,
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8,7,5,4,2, 8,4,2,
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8,7,6,4,3, 8,4,3,
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8,7,6,5,4, 8,5,4,
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8,7,7,6,5, 8,6,5,
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8,8,7,7,6, 8,7,6,
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8,8,8,7,7, 8,7,7,
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8,8,8,8,8, 8,8,8,
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9,7,5,3,1, 9,3,1,
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9,7,6,4,2, 9,4,2,
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9,8,6,5,3, 9,5,3,
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9,8,7,5,4, 9,5,4,
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9,8,7,6,5, 9,6,5,
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9,8,8,7,6, 9,7,6,
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9,9,8,8,7, 9,8,7,
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9,9,9,8,8, 9,8,8,
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9,9,9,9,9, 9,9,9,
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10,8,6,3,1, 10,3,1,
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10,8,6,4,2, 10,4,2,
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10,8,7,5,3, 10,5,3,
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10,9,7,6,4, 10,6,4,
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10,9,8,6,5, 10,6,5,
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10,9,8,7,6, 10,7,6,
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10,9,9,8,7, 10,8,7,
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10,10,9,9,8, 10,9,8,
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10,10,10,9,9, 10,9,9,
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10,10,10,10,10, 10,10,10,
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11,9,6,4,1, 11,4,1,
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11,9,7,4,2, 11,4,2,
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11,9,7,5,3, 11,5,3,
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11,9,8,6,4, 11,6,4,
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11,10,8,7,5, 11,7,5,
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11,10,9,7,6, 11,7,6,
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11,10,9,8,7, 11,8,7,
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11,10,10,9,8, 11,9,8,
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11,11,10,10,9, 11,10,9,
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11,11,11,10,10, 11,10,10,
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11,11,11,11,11, 11,11,11,
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12,9,7,4,1, 12,4,1,
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12,10,7,5,2, 12,5,2,
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12,10,8,5,3, 12,5,3,
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12,10,8,6,4, 12,6,4,
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12,10,9,7,5, 12,7,5,
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12,11,9,8,6, 12,8,6,
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12,11,10,8,7, 12,8,7,
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12,11,10,9,8, 12,9,8,
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12,11,11,10,9, 12,10,9,
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12,12,11,11,10, 12,11,10,
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12,12,12,11,11, 12,11,11,
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12,12,12,12,12, 12,12,12,
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// Added 2013.01.28 for CJK compatible mapping
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8,5,2,2,2, 8,2,2,
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6,6,6,4,2, 6,6,2,
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6,5,4,4,4, 6,4,4,
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6,4,2,2,2, 6,2,2,
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4,3,2,2,2, 4,2,2,
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2,2,2,2,2, 2,2,2,
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};
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// Backmap a single desired probability into an entry in kLgProbV2Tbl
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static const uint8 kLgProbV2TblBackmap[13] = {
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0,
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0, 1, 3, 6, 10, 15, 21, 28, 36, 45, 55, 66,
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};
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// Return address of 8-byte entry[i]
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inline const uint8* LgProb2TblEntry(int i) {
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return &kLgProbV2Tbl[i * 8];
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}
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// Return one of three probabilities in an entry
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inline uint8 LgProb3(const uint8* entry, int j) {
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return entry[j + 5];
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}
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// Routines to access a hash table of <key:wordhash, value:probs> pairs
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// Buckets have 4-byte wordhash for sizes < 32K buckets, but only
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// 2-byte wordhash for sizes >= 32K buckets, with other wordhash bits used as
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// bucket subscript.
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// Probs is a packed: three languages plus a subscript for probability table
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// Buckets have all the keys together, then all the values.Key array never
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// crosses a cache-line boundary, so no-match case takes exactly one cache miss.
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// Match case may sometimes take an additional cache miss on value access.
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//
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// Other possibilites include 5 or 10 6-byte entries plus pad to make 32 or 64
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// byte buckets with single cache miss.
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// Or 2-byte key and 6-byte value, allowing 5 languages instead of three.
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//----------------------------------------------------------------------------//
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// Hashing groups of 1/2/4/8 letters, perhaps with spaces or underscores //
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//----------------------------------------------------------------------------//
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// BIGRAM
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// Pick up 1..8 bytes and hash them via mask/shift/add. NO pre/post
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// OVERSHOOTS up to 3 bytes
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// For runtime use of tables
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// Does X86 unaligned loads if !defined(NEED_ALIGNED_LOADS)UNALIGNED_LOAD32(_p)
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uint32 BiHashV2(const char* word_ptr, int bytecount);
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// QUADGRAM wrapper with surrounding spaces
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// Pick up 1..12 bytes plus pre/post space and hash them via mask/shift/add
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// UNDERSHOOTS 1 byte, OVERSHOOTS up to 3 bytes
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// For runtime use of tables
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uint32 QuadHashV2(const char* word_ptr, int bytecount);
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// QUADGRAM wrapper with surrounding underscores (offline use)
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// Pick up 1..12 bytes plus pre/post '_' and hash them via mask/shift/add
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// OVERSHOOTS up to 3 bytes
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// For offline construction of tables
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uint32 QuadHashV2Underscore(const char* word_ptr, int bytecount);
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// OCTAGRAM wrapper with surrounding spaces
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// Pick up 1..24 bytes plus pre/post space and hash them via mask/shift/add
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// UNDERSHOOTS 1 byte, OVERSHOOTS up to 3 bytes
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uint64 OctaHash40(const char* word_ptr, int bytecount);
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// OCTAGRAM wrapper with surrounding underscores (offline use)
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// Pick up 1..24 bytes plus pre/post space and hash them via mask/shift/add
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// UNDERSHOOTS 1 byte, OVERSHOOTS up to 3 bytes
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uint64 OctaHash40underscore(const char* word_ptr, int bytecount);
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// Hash a consecutive pair of tokens/words A B
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uint64 PairHash(uint64 worda_hash, uint64 wordb_hash);
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// From 32-bit gram FP, return hash table subscript and remaining key
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inline void QuadFPJustHash(uint32 quadhash,
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uint32 keymask,
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int bucketcount,
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uint32* subscr, uint32* hashkey) {
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*subscr = (quadhash + (quadhash >> 12)) & (bucketcount - 1);
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*hashkey = quadhash & keymask;
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}
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// From 40-bit gram FP, return hash table subscript and remaining key
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inline void OctaFPJustHash(uint64 longwordhash,
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uint32 keymask,
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int bucketcount,
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uint32* subscr, uint32* hashkey) {
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uint32 temp = (longwordhash + (longwordhash >> 12)) & (bucketcount - 1);
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*subscr = temp;
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temp = static_cast<uint32>(longwordhash >> 4);
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*hashkey = temp & keymask;
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}
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// Look up 32-bit gram FP in caller-passed table
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// Typical size 256K entries (1.5MB)
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// Two-byte hashkey
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inline const uint32 QuadHashV3Lookup4(const CLD2TableSummary* gram_obj,
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uint32 quadhash) {
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uint32 subscr, hashkey;
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const IndirectProbBucket4* quadtable = gram_obj->kCLDTable;
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uint32 keymask = gram_obj->kCLDTableKeyMask;
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int bucketcount = gram_obj->kCLDTableSize;
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QuadFPJustHash(quadhash, keymask, bucketcount, &subscr, &hashkey);
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const IndirectProbBucket4* bucket_ptr = &quadtable[subscr];
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// Four-way associative, 4 compares
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if (((hashkey ^ bucket_ptr->keyvalue[0]) & keymask) == 0) {
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return bucket_ptr->keyvalue[0];
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}
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if (((hashkey ^ bucket_ptr->keyvalue[1]) & keymask) == 0) {
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return bucket_ptr->keyvalue[1];
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}
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if (((hashkey ^ bucket_ptr->keyvalue[2]) & keymask) == 0) {
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return bucket_ptr->keyvalue[2];
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}
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if (((hashkey ^ bucket_ptr->keyvalue[3]) & keymask) == 0) {
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return bucket_ptr->keyvalue[3];
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}
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return 0;
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}
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// Look up 40-bit gram FP in caller-passed table
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// Typical size 256K-4M entries (1-16MB)
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// 24-12 bit hashkey packed with 8-20 bit indirect lang/probs
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// keymask is 0xfffff000 for 20-bit hashkey and 12-bit indirect
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inline const uint32 OctaHashV3Lookup4(const CLD2TableSummary* gram_obj,
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uint64 longwordhash) {
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uint32 subscr, hashkey;
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const IndirectProbBucket4* octatable = gram_obj->kCLDTable;
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uint32 keymask = gram_obj->kCLDTableKeyMask;
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int bucketcount = gram_obj->kCLDTableSize;
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OctaFPJustHash(longwordhash, keymask, bucketcount,
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&subscr, &hashkey);
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const IndirectProbBucket4* bucket_ptr = &octatable[subscr];
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// Four-way associative, 4 compares
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if (((hashkey ^ bucket_ptr->keyvalue[0]) & keymask) == 0) {
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return bucket_ptr->keyvalue[0];
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}
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if (((hashkey ^ bucket_ptr->keyvalue[1]) & keymask) == 0) {
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return bucket_ptr->keyvalue[1];
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}
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if (((hashkey ^ bucket_ptr->keyvalue[2]) & keymask) == 0) {
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return bucket_ptr->keyvalue[2];
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}
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if (((hashkey ^ bucket_ptr->keyvalue[3]) & keymask) == 0) {
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return bucket_ptr->keyvalue[3];
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}
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return 0;
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}
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//----------------------------------------------------------------------------//
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// Finding groups of 1/2/4/8 letters //
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//----------------------------------------------------------------------------//
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// Does not advance past space or tab/cr/lf/nul
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static const uint8 kAdvanceOneCharButSpace[256] = {
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0,0,0,0,0,0,0,0, 0,0,0,0,0,0,0,0, 0,0,0,0,0,0,0,0, 0,0,0,0,0,0,0,0,
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0,1,1,1,1,1,1,1, 1,1,1,1,1,1,1,1, 1,1,1,1,1,1,1,1, 1,1,1,1,1,1,1,1,
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1,1,1,1,1,1,1,1, 1,1,1,1,1,1,1,1, 1,1,1,1,1,1,1,1, 1,1,1,1,1,1,1,1,
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1,1,1,1,1,1,1,1, 1,1,1,1,1,1,1,1, 1,1,1,1,1,1,1,1, 1,1,1,1,1,1,1,1,
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1,1,1,1,1,1,1,1, 1,1,1,1,1,1,1,1, 1,1,1,1,1,1,1,1, 1,1,1,1,1,1,1,1,
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1,1,1,1,1,1,1,1, 1,1,1,1,1,1,1,1, 1,1,1,1,1,1,1,1, 1,1,1,1,1,1,1,1,
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2,2,2,2,2,2,2,2, 2,2,2,2,2,2,2,2, 2,2,2,2,2,2,2,2, 2,2,2,2,2,2,2,2,
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3,3,3,3,3,3,3,3, 3,3,3,3,3,3,3,3, 4,4,4,4,4,4,4,4, 4,4,4,4,4,4,4,4,
|
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};
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// Advances *only* on space or ASCII vowel (or illegal byte)
|
|
static const uint8 kAdvanceOneCharSpaceVowel[256] = {
|
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1,1,1,1,1,1,1,1, 1,1,1,1,1,1,1,1, 1,1,1,1,1,1,1,1, 1,1,1,1,1,1,1,1,
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1,0,0,0,0,0,0,0, 0,0,0,0,0,0,0,0, 0,0,0,0,0,0,0,0, 0,0,0,0,0,0,0,0,
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0,1,0,0,0,1,0,0, 0,1,0,0,0,0,0,1, 0,0,0,0,0,1,0,0, 0,0,0,0,0,0,0,0,
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0,1,0,0,0,1,0,0, 0,1,0,0,0,0,0,1, 0,0,0,0,0,1,0,0, 0,0,0,0,0,0,0,0,
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|
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1,1,1,1,1,1,1,1, 1,1,1,1,1,1,1,1, 1,1,1,1,1,1,1,1, 1,1,1,1,1,1,1,1,
|
|
1,1,1,1,1,1,1,1, 1,1,1,1,1,1,1,1, 1,1,1,1,1,1,1,1, 1,1,1,1,1,1,1,1,
|
|
0,0,0,0,0,0,0,0, 0,0,0,0,0,0,0,0, 0,0,0,0,0,0,0,0, 0,0,0,0,0,0,0,0,
|
|
0,0,0,0,0,0,0,0, 0,0,0,0,0,0,0,0, 0,0,0,0,0,0,0,0, 0,0,0,0,0,0,0,0,
|
|
};
|
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|
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|
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// src points to a letter. Find the byte length of a unigram starting there.
|
|
int UniLen(const char* src);
|
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|
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// src points to a letter. Find the byte length of a bigram starting there.
|
|
int BiLen(const char* src);
|
|
|
|
// src points to a letter. Find the byte length of a quadgram starting there.
|
|
int QuadLen(const char* src);
|
|
|
|
// src points to a letter. Find the byte length of an octagram starting there.
|
|
int OctaLen(const char* src);
|
|
|
|
} // End namespace CLD2
|
|
|
|
#endif // I18N_ENCODINGS_CLD2_INTERNAL_NEW_CLDUTIL_SHARED_H__
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