Mercurial > repos > shellac > guppy_basecaller

annotate env/lib/python3.7/site-packages/chardet/chardistribution.py @ 0:26e78fe6e8c4 draft

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"planemo upload commit c699937486c35866861690329de38ec1a5d9f783"
author shellac
date Sat, 02 May 2020 07:14:21 -0400
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1 ######################## BEGIN LICENSE BLOCK ########################
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2 # The Original Code is Mozilla Communicator client code.
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3 #
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4 # The Initial Developer of the Original Code is
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5 # Netscape Communications Corporation.
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6 # Portions created by the Initial Developer are Copyright (C) 1998
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7 # the Initial Developer. All Rights Reserved.
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8 #
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9 # Contributor(s):
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10 # Mark Pilgrim - port to Python
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11 #
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12 # This library is free software; you can redistribute it and/or
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13 # modify it under the terms of the GNU Lesser General Public
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14 # License as published by the Free Software Foundation; either
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15 # version 2.1 of the License, or (at your option) any later version.
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16 #
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17 # This library is distributed in the hope that it will be useful,
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18 # but WITHOUT ANY WARRANTY; without even the implied warranty of
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19 # MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU
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20 # Lesser General Public License for more details.
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21 #
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22 # You should have received a copy of the GNU Lesser General Public
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23 # License along with this library; if not, write to the Free Software
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24 # Foundation, Inc., 51 Franklin St, Fifth Floor, Boston, MA
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25 # 02110-1301 USA
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26 ######################### END LICENSE BLOCK #########################
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27
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28 from .euctwfreq import (EUCTW_CHAR_TO_FREQ_ORDER, EUCTW_TABLE_SIZE,
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29 EUCTW_TYPICAL_DISTRIBUTION_RATIO)
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30 from .euckrfreq import (EUCKR_CHAR_TO_FREQ_ORDER, EUCKR_TABLE_SIZE,
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31 EUCKR_TYPICAL_DISTRIBUTION_RATIO)
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32 from .gb2312freq import (GB2312_CHAR_TO_FREQ_ORDER, GB2312_TABLE_SIZE,
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33 GB2312_TYPICAL_DISTRIBUTION_RATIO)
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34 from .big5freq import (BIG5_CHAR_TO_FREQ_ORDER, BIG5_TABLE_SIZE,
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35 BIG5_TYPICAL_DISTRIBUTION_RATIO)
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36 from .jisfreq import (JIS_CHAR_TO_FREQ_ORDER, JIS_TABLE_SIZE,
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37 JIS_TYPICAL_DISTRIBUTION_RATIO)
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38
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39
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40 class CharDistributionAnalysis(object):
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41 ENOUGH_DATA_THRESHOLD = 1024
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42 SURE_YES = 0.99
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43 SURE_NO = 0.01
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44 MINIMUM_DATA_THRESHOLD = 3
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45
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46 def __init__(self):
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47 # Mapping table to get frequency order from char order (get from
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48 # GetOrder())
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49 self._char_to_freq_order = None
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50 self._table_size = None # Size of above table
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51 # This is a constant value which varies from language to language,
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52 # used in calculating confidence. See
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53 # http://www.mozilla.org/projects/intl/UniversalCharsetDetection.html
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54 # for further detail.
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55 self.typical_distribution_ratio = None
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56 self._done = None
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57 self._total_chars = None
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58 self._freq_chars = None
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59 self.reset()
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60
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61 def reset(self):
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62 """reset analyser, clear any state"""
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63 # If this flag is set to True, detection is done and conclusion has
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64 # been made
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65 self._done = False
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66 self._total_chars = 0 # Total characters encountered
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67 # The number of characters whose frequency order is less than 512
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68 self._freq_chars = 0
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69
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70 def feed(self, char, char_len):
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71 """feed a character with known length"""
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72 if char_len == 2:
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73 # we only care about 2-bytes character in our distribution analysis
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74 order = self.get_order(char)
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75 else:
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76 order = -1
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77 if order >= 0:
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78 self._total_chars += 1
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79 # order is valid
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80 if order < self._table_size:
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81 if 512 > self._char_to_freq_order[order]:
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82 self._freq_chars += 1
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83
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84 def get_confidence(self):
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85 """return confidence based on existing data"""
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86 # if we didn't receive any character in our consideration range,
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87 # return negative answer
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88 if self._total_chars <= 0 or self._freq_chars <= self.MINIMUM_DATA_THRESHOLD:
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89 return self.SURE_NO
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90
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91 if self._total_chars != self._freq_chars:
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92 r = (self._freq_chars / ((self._total_chars - self._freq_chars)
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93 * self.typical_distribution_ratio))
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94 if r < self.SURE_YES:
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95 return r
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96
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97 # normalize confidence (we don't want to be 100% sure)
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98 return self.SURE_YES
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99
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100 def got_enough_data(self):
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101 # It is not necessary to receive all data to draw conclusion.
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102 # For charset detection, certain amount of data is enough
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103 return self._total_chars > self.ENOUGH_DATA_THRESHOLD
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104
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105 def get_order(self, byte_str):
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106 # We do not handle characters based on the original encoding string,
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107 # but convert this encoding string to a number, here called order.
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108 # This allows multiple encodings of a language to share one frequency
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109 # table.
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110 return -1
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111
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112
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113 class EUCTWDistributionAnalysis(CharDistributionAnalysis):
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114 def __init__(self):
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115 super(EUCTWDistributionAnalysis, self).__init__()
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116 self._char_to_freq_order = EUCTW_CHAR_TO_FREQ_ORDER
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117 self._table_size = EUCTW_TABLE_SIZE
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118 self.typical_distribution_ratio = EUCTW_TYPICAL_DISTRIBUTION_RATIO
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119
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120 def get_order(self, byte_str):
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121 # for euc-TW encoding, we are interested
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122 # first byte range: 0xc4 -- 0xfe
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123 # second byte range: 0xa1 -- 0xfe
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124 # no validation needed here. State machine has done that
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125 first_char = byte_str[0]
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126 if first_char >= 0xC4:
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127 return 94 * (first_char - 0xC4) + byte_str[1] - 0xA1
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128 else:
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129 return -1
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130
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131
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132 class EUCKRDistributionAnalysis(CharDistributionAnalysis):
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133 def __init__(self):
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134 super(EUCKRDistributionAnalysis, self).__init__()
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135 self._char_to_freq_order = EUCKR_CHAR_TO_FREQ_ORDER
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136 self._table_size = EUCKR_TABLE_SIZE
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137 self.typical_distribution_ratio = EUCKR_TYPICAL_DISTRIBUTION_RATIO
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138
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139 def get_order(self, byte_str):
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140 # for euc-KR encoding, we are interested
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141 # first byte range: 0xb0 -- 0xfe
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142 # second byte range: 0xa1 -- 0xfe
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143 # no validation needed here. State machine has done that
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144 first_char = byte_str[0]
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145 if first_char >= 0xB0:
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146 return 94 * (first_char - 0xB0) + byte_str[1] - 0xA1
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147 else:
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148 return -1
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149
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150
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151 class GB2312DistributionAnalysis(CharDistributionAnalysis):
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152 def __init__(self):
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153 super(GB2312DistributionAnalysis, self).__init__()
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154 self._char_to_freq_order = GB2312_CHAR_TO_FREQ_ORDER
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155 self._table_size = GB2312_TABLE_SIZE
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156 self.typical_distribution_ratio = GB2312_TYPICAL_DISTRIBUTION_RATIO
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157
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158 def get_order(self, byte_str):
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159 # for GB2312 encoding, we are interested
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160 # first byte range: 0xb0 -- 0xfe
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161 # second byte range: 0xa1 -- 0xfe
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162 # no validation needed here. State machine has done that
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163 first_char, second_char = byte_str[0], byte_str[1]
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164 if (first_char >= 0xB0) and (second_char >= 0xA1):
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165 return 94 * (first_char - 0xB0) + second_char - 0xA1
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166 else:
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167 return -1
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168
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169
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170 class Big5DistributionAnalysis(CharDistributionAnalysis):
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171 def __init__(self):
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172 super(Big5DistributionAnalysis, self).__init__()
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173 self._char_to_freq_order = BIG5_CHAR_TO_FREQ_ORDER
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174 self._table_size = BIG5_TABLE_SIZE
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175 self.typical_distribution_ratio = BIG5_TYPICAL_DISTRIBUTION_RATIO
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176
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177 def get_order(self, byte_str):
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178 # for big5 encoding, we are interested
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179 # first byte range: 0xa4 -- 0xfe
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180 # second byte range: 0x40 -- 0x7e , 0xa1 -- 0xfe
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181 # no validation needed here. State machine has done that
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182 first_char, second_char = byte_str[0], byte_str[1]
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183 if first_char >= 0xA4:
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184 if second_char >= 0xA1:
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185 return 157 * (first_char - 0xA4) + second_char - 0xA1 + 63
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186 else:
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187 return 157 * (first_char - 0xA4) + second_char - 0x40
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188 else:
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189 return -1
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190
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191
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192 class SJISDistributionAnalysis(CharDistributionAnalysis):
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193 def __init__(self):
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194 super(SJISDistributionAnalysis, self).__init__()
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195 self._char_to_freq_order = JIS_CHAR_TO_FREQ_ORDER
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196 self._table_size = JIS_TABLE_SIZE
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197 self.typical_distribution_ratio = JIS_TYPICAL_DISTRIBUTION_RATIO
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198
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199 def get_order(self, byte_str):
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200 # for sjis encoding, we are interested
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201 # first byte range: 0x81 -- 0x9f , 0xe0 -- 0xfe
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202 # second byte range: 0x40 -- 0x7e, 0x81 -- oxfe
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203 # no validation needed here. State machine has done that
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204 first_char, second_char = byte_str[0], byte_str[1]
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205 if (first_char >= 0x81) and (first_char <= 0x9F):
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206 order = 188 * (first_char - 0x81)
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207 elif (first_char >= 0xE0) and (first_char <= 0xEF):
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208 order = 188 * (first_char - 0xE0 + 31)
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209 else:
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210 return -1
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211 order = order + second_char - 0x40
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212 if second_char > 0x7F:
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213 order = -1
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214 return order
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215
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216
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217 class EUCJPDistributionAnalysis(CharDistributionAnalysis):
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218 def __init__(self):
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219 super(EUCJPDistributionAnalysis, self).__init__()
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220 self._char_to_freq_order = JIS_CHAR_TO_FREQ_ORDER
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221 self._table_size = JIS_TABLE_SIZE
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222 self.typical_distribution_ratio = JIS_TYPICAL_DISTRIBUTION_RATIO
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223
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224 def get_order(self, byte_str):
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225 # for euc-JP encoding, we are interested
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226 # first byte range: 0xa0 -- 0xfe
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227 # second byte range: 0xa1 -- 0xfe
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228 # no validation needed here. State machine has done that
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229 char = byte_str[0]
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230 if char >= 0xA0:
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231 return 94 * (char - 0xA1) + byte_str[1] - 0xa1
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232 else:
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233 return -1