Mercurial > repos > ucsb-phylogenetics > osiris_phylogenetics
annotate phylogenies/phytab_raxml.py @ 0:5b9a38ec4a39 draft default tip
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author | osiris_phylogenetics <ucsb_phylogenetics@lifesci.ucsb.edu> |
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date | Tue, 11 Mar 2014 12:19:13 -0700 |
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1 #!/usr/bin/env python |
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2 |
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3 ## |
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4 ## This tool runs RAxML on each partition/gene in a PHYTAB file. |
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5 ## If N = # of nodes requested in job runner, then N RAxML jobs will run simultaneously. Make sure that the |
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6 ## number of processors ('ppn') in the job runner matches the 'numthreads' value set in command line arguement. |
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7 ## |
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8 ## Usage: ./phytab_raxml.py -i <phytabinput> -e <model> -f <modelfile> -T 4 |
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9 ## example: ./phytab_raxml.py -i myphytab.txt -e PROTGAMMAWAG -f None -T 4 |
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10 ## or: ./phytab_raxml.py -i myphtab.txt -e None -f modelsforeachpartition.txt -T 4 |
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11 |
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12 import optparse |
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13 import os |
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14 import subprocess |
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15 import multiprocessing |
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16 |
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17 RESULTS_DIR = 'results' |
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18 RESULTS_FILE = 'results.phy' |
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19 RAXML_PREFIX = 'RAxML_result.' |
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20 |
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21 def unescape(string): |
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22 mapped_chars = { |
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23 '>': '__gt__', |
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24 '<': '__lt__', |
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25 "'": '__sq__', |
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26 '"': '__dq__', |
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27 '[': '__ob__', |
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28 ']': '__cb__', |
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29 '{': '__oc__', |
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30 '}': '__cc__', |
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31 '@': '__at__', |
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32 '\n': '__cn__', |
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33 '\r': '__cr__', |
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34 '\t': '__tc__', |
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35 '#': '__pd__' |
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36 } |
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37 |
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38 for key, value in mapped_chars.iteritems(): |
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39 string = string.replace(value, key) |
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40 |
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41 return string |
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42 |
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43 |
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44 class Species: |
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45 def __init__(self, string): |
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46 lis = string.split('\t') |
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47 # print lis |
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48 self.species = lis[0] |
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49 self.gene = lis[1] |
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50 self.name = lis[2] |
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51 self.sequence = lis[3] |
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52 |
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53 def toString(self): |
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54 return self.species + '\t' + self.sequence |
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55 |
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56 |
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57 class Gene: |
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58 def __init__(self, name): |
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59 self.name = name |
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60 self.count = 0 |
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61 self.length = 0 |
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62 self.species = [] |
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63 |
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64 def output(self): |
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65 file_name = self.name + ".phy" |
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66 location = RESULTS_DIR + os.sep + file_name |
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67 with open(location, 'w') as f: |
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68 f.write(str(self.count) + '\t' + str(self.length) + '\n') |
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69 for s in self.species: |
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70 f.write(s.toString()) |
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71 return file_name |
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72 |
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73 def add(self, species): |
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74 if species.name == "": |
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75 return |
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76 self.species.append(species) |
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77 self.count += 1 |
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78 if self.length == 0: |
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79 self.length = len(species.sequence) - 1 |
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80 |
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81 |
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82 def output_species(species): |
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83 file_name = species.gene + ".phy" |
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84 location = RESULTS_DIR + os.sep + file_name |
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85 with open(location, 'a') as f: |
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86 f.write(species.toString()) |
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87 return file_name |
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88 |
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89 |
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90 def process_phytab(input): |
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91 files = set() |
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92 genes = dict() |
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93 with open(input) as f: |
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94 for line in f: |
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95 if len(line) < 4: |
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96 continue |
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97 species = Species(line) |
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98 if species.gene in genes: |
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99 genes[species.gene].add(species) |
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100 else: |
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101 gene = Gene(species.gene) |
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102 gene.add(species) |
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103 genes[gene.name] = gene |
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104 for k, gene in genes.iteritems(): |
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105 files.add(gene.output()) |
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106 return files |
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107 |
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108 |
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109 def runRaxml(list_of_files, evo, evoDict, NUMTHREADS): |
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110 count = 0 |
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111 list_of_files = sorted(list_of_files) |
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112 for gene_file in list_of_files: |
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113 count+=1 |
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114 if gene_file.split(".")[0] in evoDict: |
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115 newEvo = evoDict[gene_file.split(".")[0]] |
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116 else: |
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117 newEvo = evo |
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118 file_name = RESULTS_DIR + os.sep + gene_file |
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119 ## RAxML notes: ## |
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120 # to run parsimony trees: |
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121 # popen = subprocess.Popen(['raxmlHPC-PTHREADS', '-T', cpu_count,'-f', 'd', '-s', file_name,'-y', '-m', newEvo, '-n', gene_file[:-4]+'.tre', '-p', '34']) |
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122 # to run likelihood trees: |
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123 # popen = subprocess.Popen(['raxmlHPC-PTHREADS', "-T", cpu_count, "-s", file_name, '-m', newEvo, '-n', gene_file[:-4], '-p', '34']) |
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124 # to run likelihood trees using starting tree: |
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125 # popen = subprocess.Popen(['raxmlHPC-PTHREADS', '-T', cpu_count, '-f', 'e','-s', file_name, '-m', newEvo, '-n', gene_file[:-4], '-t', ptre]) |
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126 |
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127 ## run trees as simultaneously as possible--but wait until last tree completes to resume script |
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128 raxml_cmd = ['raxmlHPC-PTHREADS', '-T', NUMTHREADS, '-s', file_name, '-m', newEvo, '-n', gene_file[:-4], '-p', '34'] |
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129 if count == len(list_of_files): |
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130 run = subprocess.Popen(raxml_cmd) |
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131 run.wait() |
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132 else: |
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133 run = subprocess.Popen(raxml_cmd) |
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134 run.communicate()[0] |
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135 |
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136 |
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137 def readEfile(efile): |
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138 evoDict = {} |
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139 with open(efile, "r") as f: |
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140 for line in f: |
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141 pair = line.split("\t") |
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142 evoDict[pair[0].strip()] = pair[1].strip() |
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143 return evoDict |
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144 |
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145 def main(): |
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146 usage = """%prog [options] |
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147 options (listed below) default to 'None' if omitted |
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148 """ |
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149 parser = optparse.OptionParser(usage=usage) |
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150 |
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151 parser.add_option( |
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152 '-i', '--in', |
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153 dest='input', |
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154 action='store', |
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155 type='string', |
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156 metavar="FILE", |
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157 help='Name of input data.') |
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158 |
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159 parser.add_option( |
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160 '-e', '--evo', |
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161 dest='evo', |
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162 action='store', |
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163 type='string', |
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164 metavar="EVO", |
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165 help='Evolution model.') |
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166 |
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167 parser.add_option( |
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168 '-f', '--evo-file', |
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169 dest='efile', |
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170 action='store', |
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171 type='string', |
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172 metavar="EVO_FILE", |
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173 help='Evolution model file. Format is gene_name [tab] evolution_model.') |
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174 |
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175 parser.add_option( |
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176 '-T', '--numthreads', |
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177 dest='numthreads', |
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178 action='store', |
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179 type='int', |
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180 metavar="NUMT", |
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181 help='Specify number of threads.') |
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182 |
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183 options, args = parser.parse_args() |
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184 |
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185 os.mkdir(RESULTS_DIR) |
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186 |
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187 list_of_species_files = process_phytab(unescape(options.input)) |
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188 |
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189 try: |
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190 evoDict = readEfile(unescape(options.efile)) |
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191 except IOError: |
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192 print "No sequence model file provide...using", unescape(options.evo), "as the model" |
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193 evoDict = {} |
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194 |
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195 runRaxml(list_of_species_files, unescape(options.evo), evoDict, str(options.numthreads)) |
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196 |
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197 result = [file for file in os.listdir('./') if file.startswith(RAXML_PREFIX)] |
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198 result = sorted(result) |
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199 with open(RESULTS_DIR + os.sep + RESULTS_FILE, "w") as f: |
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200 for file in result: |
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201 with open(file, "r") as r: |
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202 f.write(file[len(RAXML_PREFIX):] + '\t' + r.read()) |
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203 |
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204 if __name__ == '__main__': |
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205 main() |
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206 |