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1 import sys |
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2 |
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3 import config |
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4 import fasta |
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5 from graph import Graph |
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6 import data.codes |
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7 |
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8 default_gaps = set((".", "-", "~")) |
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9 """Set of characters to recoginze as gaps when parsing alignment.""" |
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10 |
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11 class MonomerType(object): |
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12 """Class of monomer types. |
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13 |
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14 Each MonomerType object represents a known monomer type, e.g. Valine, |
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15 and is referenced to by each instance of monomer in a given sequence. |
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16 |
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17 - `name`: full name of monomer type |
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18 - `code1`: one-letter code |
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19 - `code3`: three-letter code |
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20 - `is_modified`: either of True or False |
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21 |
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22 class atributes: |
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23 |
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24 - `by_code1`: a mapping from one-letter code to MonomerType object |
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25 - `by_code3`: a mapping from three-letter code to MonomerType object |
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26 - `by_name`: a mapping from monomer name to MonomerType object |
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27 - `instance_type`: class of Monomer objects to use when creating new |
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28 objects; this must be redefined in descendent classes |
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29 |
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30 All of the class attributes MUST be redefined when subclassing. |
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31 """ |
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32 |
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33 by_code1 = {} |
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34 by_code3 = {} |
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35 by_name = {} |
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36 instance_type = None |
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37 |
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38 def __init__(self, name="", code1="", code3="", is_modified=False): |
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39 super(MonomerType, self).__init__() |
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40 self.name = name.capitalize() |
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41 self.code1 = code1.upper() |
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42 self.code3 = code3.upper() |
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43 self.is_modified = bool(is_modified) |
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44 if not is_modified: |
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45 self.by_code1[self.code1] = self |
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46 self.by_code3[code3] = self |
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47 self.by_name[name] = self |
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48 # We duplicate distinguished long names into MonomerType itself, |
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49 # so that we can use MonomerType.from_code3 to create the relevant |
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50 # type of monomer. |
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51 MonomerType.by_code3[code3] = self |
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52 MonomerType.by_name[name] = self |
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53 |
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54 @classmethod |
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55 def _initialize(cls, type_letter, codes=data.codes.codes): |
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56 """Create all relevant instances of MonomerType. |
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57 |
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58 `type_letter` is either of: |
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59 |
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60 - 'p' for protein |
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61 - 'd' for DNA |
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62 - 'r' for RNA |
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63 |
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64 `codes` is a table of monomer codes |
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65 """ |
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66 for type, code1, is_modified, code3, name in codes: |
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67 if type == type_letter: |
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68 cls(name, code1, code3, is_modified) |
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69 |
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70 @classmethod |
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71 def from_code1(cls, code1): |
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72 """Return monomer type by one-letter code.""" |
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73 return cls.by_code1[code1.upper()] |
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74 |
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75 @classmethod |
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76 def from_code3(cls, code3): |
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77 """Return monomer type by three-letter code.""" |
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78 return cls.by_code3[code3.upper()] |
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79 |
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80 @classmethod |
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81 def from_name(cls, name): |
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82 """Return monomer type by name.""" |
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83 return cls.by_name[name.capitalize()] |
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84 |
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85 def instance(self): |
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86 """Create a new monomer of given type.""" |
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87 return self.instance_type(self) |
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88 |
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89 def __eq__(self, other): |
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90 if hasattr(other, "type"): |
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91 return self is other.type |
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92 return self is other |
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93 |
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94 class Monomer(object): |
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95 """Monomer object. |
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96 |
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97 attributes: |
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98 |
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99 - `type`: type of monomer (a MonomerType object) |
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100 |
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101 class attributes: |
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102 |
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103 - `monomer_type`: either MonomerType or one of it's subclasses, it is used |
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104 when creating new monomers. It SHOULD be redefined when subclassing |
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105 Monomer. |
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106 """ |
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107 monomer_type = MonomerType |
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108 |
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109 def __init__(self, type): |
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110 super(Monomer, self).__init__() |
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111 self.type = type |
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112 |
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113 @classmethod |
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114 def from_code1(cls, code1): |
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115 return cls(cls.monomer_type.by_code1[code1.upper()]) |
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116 |
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117 @classmethod |
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118 def from_code3(cls, code3): |
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119 return cls(cls.monomer_type.by_code3[code3.upper()]) |
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120 |
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121 @classmethod |
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122 def from_name(cls, name): |
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123 return cls(cls.monomer_type.by_name[name.capitalize()]) |
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124 |
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125 def __eq__(self, other): |
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126 if hasattr(other, "type"): |
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127 return self.type is other.type |
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128 return self.type is other |
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129 |
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130 class Sequence(list): |
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131 """Sequence of Monomers. |
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132 |
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133 This behaves like list of monomer objects. In addition to standard list |
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134 behaviour, Sequence has the following attributes: |
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135 |
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136 * name -- str with the name of the sequence |
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137 * description -- str with description of the sequence |
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138 * source -- str denoting source of the sequence |
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139 |
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140 Any of them may be empty (i.e. hold empty string) |
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141 |
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142 Class attributes: |
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143 |
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144 * monomer_type -- type of monomers in sequence, must be redefined when |
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145 subclassing |
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146 """ |
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147 |
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148 monomer_type = Monomer |
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149 |
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150 name = '' |
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151 description = '' |
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152 source = '' |
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153 |
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154 def __init__(self, sequence=[], name=None, description=None, source=None): |
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155 super(Sequence, self).__init__(sequence) |
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156 if hasattr(sequence, 'name'): |
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157 vars(self).update(vars(sequence)) |
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158 if name: |
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159 self.name = name |
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160 if description: |
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161 self.description = description |
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162 if source: |
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163 self.source = source |
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164 |
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165 def __str__(self): |
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166 """Returns sequence in one-letter code.""" |
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167 return ''.join(monomer.code1 for monomer in self) |
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168 |
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169 @classmethod |
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170 def from_string(cls, string, name='', description=''): |
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171 """Create sequences from string of one-letter codes.""" |
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172 monomer = cls.monomer_type.from_code1 |
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173 monomers = [monomer(letter) for letter in string] |
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174 return cls(monomers, name, description) |
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175 |
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176 @classmethod |
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177 def from_fasta(cls, file): |
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178 """Read sequence from FASTA file. |
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179 |
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180 File must contain exactly one sequence. |
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181 """ |
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182 sequences = fasta.parse_file(file) |
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183 assert len(sequences) == 1 |
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184 name, description = sequences.keys()[0] |
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185 return cls(sequences[header], name, description, file.name) |
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186 |
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187 class Alignment(object): |
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188 """Alignment. It is a list of Columns.""" |
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189 |
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190 sequence_type = Sequence |
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191 """Type of sequences in alignment. SHOULD be redefined when subclassing.""" |
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192 |
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193 sequences = None |
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194 """Ordered list of sequences in alignment. Read, but DO NOT FIDDLE!""" |
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195 |
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196 def __init__(self): |
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197 """Initialize empty alignment.""" |
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198 super(Alignment, self).__init__() |
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199 self.sequences = [] |
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200 self.columns = [] |
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201 |
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202 # Alignment modification methods |
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203 # ============================== |
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204 |
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205 def append_sequence(self, sequence): |
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206 """Add sequence to alignment. |
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207 |
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208 If sequence is too short, pad it with gaps on the right. |
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209 """ |
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210 self.sequences.append(sequence) |
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211 for i, monomer in enumerate(sequence): |
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212 self.column_at(i)[sequence] = monomer |
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213 |
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214 def append_gapped_line(self, line, name='', description='', source='', |
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215 gaps=default_gaps): |
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216 """Add row from a line of one-letter codes and gaps.""" |
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217 Sequence = cls.sequence_type |
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218 not_gap = lambda (i, char): char not in gaps |
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219 without_gaps = util.remove_each(line, gaps) |
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220 sequence = Sequence(without_gaps, name, description, source) |
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221 # The following line has some simple magic: |
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222 # 1. attach natural numbers to monomers |
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223 # 2. delete gaps |
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224 # 3. attach numbers again |
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225 # This way we have a pair of numbers attached to monomer: |
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226 # - it's position in alignment (the first attached number, j) |
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227 # - it's position in sequence (the second attached number, i) |
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228 for i, (j, char) in enumerate(filter(not_gap, enumerate(line))): |
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229 self.column_at(j)[seq] = sequence[i] |
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230 self.sequences.append(sequence) |
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231 |
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232 def column_at(self, n): |
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233 """Return column by index. Create required new columns if required. |
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234 |
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235 Do NOT use this method, unless you are sure it is what you want. |
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236 """ |
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237 for i in range(len(self.columns), n + 1): |
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238 self.columns.append(Column()) |
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239 return self.columns[n] |
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240 |
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241 # Alignment IO methods |
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242 # ==================== |
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243 |
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244 @classmethod |
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245 def from_fasta(cls, file, gaps=default_gaps): |
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246 """Create new alignment from FASTA file.""" |
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247 self = cls() |
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248 for ((name, description), body) in fasta.parse_file(file): |
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249 self.append_gapped_line(body, name, description, gaps) |
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250 return self |
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251 |
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252 def to_fasta(self, file): |
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253 """Write alignment in FASTA file as sequences with gaps.""" |
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254 def char(monomer): |
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255 if monomer: |
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256 return monomer.code1 |
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257 return "-" |
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258 for row in self.rows_as_lists(): |
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259 seq = row.sequence |
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260 line = "".join(map(char, row)) |
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261 fasta.save_file(file, line, seq.name, seq.description) |
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262 |
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263 # Data access methods for alignment |
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264 # ================================= |
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265 |
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266 def rows(self): |
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267 """Return list of rows (temporary objects) in alignment. |
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268 |
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269 Each row is a dictionary of { column : monomer }. |
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270 |
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271 For gap positions there is no key for the column in row. |
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272 |
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273 Each row has attribute `sequence` pointing to the sequence the row is |
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274 describing. |
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275 |
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276 Modifications of row have no effect on the alignment. |
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277 """ |
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278 # For now, the function returns a list rather than iterator. |
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279 # It is yet to see, whether memory performance here becomes critical, |
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280 # or is random access useful. |
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281 rows = [] |
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282 for sequence in self.sequences: |
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283 row = util.UserDict() |
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284 row.sequence = sequence |
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285 for column in self.columns: |
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286 if sequence in column: |
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287 row[column] = column[sequence] |
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288 rows.append(row) |
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289 return rows |
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290 |
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291 def rows_as_lists(self): |
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292 """Return list of rows (temporary objects) in alignment. |
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293 |
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294 Each row here is a list of either monomer or None (for gaps). |
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295 |
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296 Each row has attribute `sequence` pointing to the sequence of row. |
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297 |
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298 Modifications of row have no effect on the alignment. |
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299 """ |
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300 rows = [] |
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301 for sequence in self.sequences: |
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302 row = util.UserList() |
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303 row.sequence = sequence |
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304 for column in self.columns: |
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305 row.append(column.get(sequence)) |
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306 rows.append(row) |
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307 return rows |
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308 |
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309 def columns_as_lists(self): |
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310 """Return list of columns (temorary objects) in alignment. |
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311 |
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312 Each column here is a list of either monomer or None (for gaps). |
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313 |
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314 Items of column are sorted in the same way as alignment.sequences. |
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315 |
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316 Modifications of column have no effect on the alignment. |
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317 """ |
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318 columns = [] |
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319 for column in self.columns: |
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320 col = [] |
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321 for sequence in self.sequences: |
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322 col.append(column.get(sequence)) |
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323 columns.append(col) |
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324 return columns |
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325 |
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326 class Column(dict): |
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327 """Column of alignment. |
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328 |
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329 Column is a dict of { sequence : monomer }. |
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330 |
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331 For sequences that have gaps in current row, given key is not present in |
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332 the column. |
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333 """ |
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334 pass |
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335 |
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336 class Block(object): |
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337 """Block of alignment. |
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338 |
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339 Block is intersection of a set of columns & a set of rows. Most of blocks |
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340 look like rectangular part of alignment if you shuffle alignment rows the |
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341 right way. |
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342 """ |
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343 |
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344 alignment = None |
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345 """Alignment the block belongs to.""" |
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346 |
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347 sequences = () |
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348 """List of sequences in block.""" |
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349 |
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350 columns = () |
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351 """List of columns in block.""" |
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352 |
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353 def __init__(self, alignment, sequences=None, columns=None): |
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354 """Build new block from alignment. |
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355 |
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356 If sequences are not given, the block uses all sequences in alignment. |
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357 |
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358 If columns are not given, the block uses all columns in alignment. |
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359 |
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360 In both cases we use exactly the list used in alignment, thus, if new |
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361 sequences or columns are added to alignment, the block tracks this too. |
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362 """ |
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363 super(Block, self).__init__() |
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364 if sequences is None: |
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365 sequences = alignment.sequences |
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366 if colums is None: |
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367 columns = alignment.columns |
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368 self.alignment = alignment |
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369 self.sequences = sequences |
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370 self.positions = positions |
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371 |
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372 def flush_left(self): |
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373 """Move all monomers to the left, gaps to the right within block.""" |
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374 padding = [None] * len(self.columns) |
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375 for row in self.rows_as_lists(): |
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376 sequence = row.sequence |
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377 row = filter(None, row) + padding |
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378 for monomer, column in zip(row, self.columns): |
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379 if monomer: |
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380 column[sequence] = monomer |
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381 elif sequence in column: |
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382 del column[sequence] |
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383 |
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384 |
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385 # vim: set ts=4 sts=4 sw=4 et: |