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1 import matplotlib.pyplot as plt
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2
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3 from matplotlib import rcParams
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4 from matplotlib import colors
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5 from matplotlib import cm
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6
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7 from argparse import ArgumentParser
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8 from matplotlib.backends.backend_pdf import PdfPages
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9
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10 import os
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11
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12 import colorsys
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13
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14
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15
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16
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17 rcParams['figure.figsize'] = (6, 6)
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18 rcParams['figure.dpi'] = 100
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19 rcParams['axes.facecolor'] = 'white'
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20 rcParams['font.size'] = 10
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21 rcParams['patch.edgecolor'] = 'white'
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22 rcParams['patch.linewidth']=0.5
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23 rcParams['patch.facecolor'] = 'black'
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24 rcParams['font.family'] = 'StixGeneral'
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25
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26
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27 def color_variants(r,g,b):
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28 h,l2,s= colorsys.rgb_to_hls(r,g,b)
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29 l=[l2-0.4,l2-0.1,l2+0.2]
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30 hexs=[]
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31 for i in l:
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32 hexs.append(colors.rgb2hex(colorsys.hls_to_rgb(h,i,s)))
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33 return hexs
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34
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35 def rgb_color_variants(r,g,b):
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36 h,l2,s= colorsys.rgb_to_hls(r,g,b)
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37 l=[l2-0.4,l2-0.1,l2+0.2]
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38 rgbs={}
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39 rgbs["pathogen"]=colorsys.hls_to_rgb(h,l[0],s)
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40 rgbs["ambiguous"]=colorsys.hls_to_rgb(h,l[1],s)
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41 rgbs["human"]=colorsys.hls_to_rgb(h,l[2],s)
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42 return rgbs
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43
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44
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45
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46
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47 def remove_border(axes=None, top=False, right=False, left=True, bottom=True):
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48 """
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49 Minimize chartjunk by stripping out unnecesasry plot borders and axis ticks
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50
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51 The top/right/left/bottom keywords toggle whether the corresponding plot border is drawn
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52 """
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53 ax = axes or plt.gca()
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54 ax.spines['top'].set_visible(top)
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55 ax.spines['right'].set_visible(right)
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56 ax.spines['left'].set_visible(left)
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57 ax.spines['bottom'].set_visible(bottom)
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58
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59 #turn off all ticks
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60 ax.yaxis.set_ticks_position('none')
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61 ax.xaxis.set_ticks_position('none')
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62
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63 #now re-enable visibles
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64 if top:
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65 ax.xaxis.tick_top()
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66 if bottom:
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67 ax.xaxis.tick_bottom()
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68 if left:
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69 ax.yaxis.tick_left()
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70 if right:
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71 ax.yaxis.tick_right()
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72
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73
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74 def generateHTML(stat_dict,file,directory):
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75 rval=["<html><head><title>Homologous groups and regions derived from hit files </title></head><body><p/>\n"]
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76 rval.append("<a href='plot.pdf'>Download Plot</a>")
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77 n_samples=0
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78 for sample in stat_dict.iterkeys():
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79 n_samples+=1
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80 rval.append("<div id=%s_graph></div><p/>"%(sample))
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81 rval.append("<script src='jquery-1.10.2.min.js'></script>")
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82 rval.append("<script src='jqBarGraph.2.1.js'></script>")
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83 rval.append('<script>')
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84 i=0
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85 for sample in stat_dict.iterkeys():
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86 i+=1
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87 rval.append("%s_array = new Array(" %sample)
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88 for family in stat_dict[sample].iterkeys():
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89 values=[]
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90 for region,data in stat_dict[sample][family].iteritems():
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91 values.append([int(data[0][1]),int(data[0][2]), data[0][0], data[0][3],int(data[0][4]),int(region)])
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92 rval.append(str([values,family])+",")
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93 rval[-1]=rval[-1][:-1]
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94 rval.append(");")
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95 rval.append("%s_files=%s;"%(sample,str(getFiles(directory))))
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96 rval.append("$('#%s_graph').jqBarGraph({"%sample)
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97 rval.append("sample: '%s',"%sample)
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98 rval.append("data: %s_array,"%sample)
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99 rval.append("files: %s_files,"%sample)
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100 r,g,b,a=cm.hsv(1.*i/n_samples)
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101 rval.append("colors: %s," %color_variants(r,g,b))
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102 rval.append("legend: true,")
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103 rval.append("tab: 'reads',")
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104 rval.append("title: '<H3>Visualisation of Sample %s</H3>',"%sample)
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105 rval.append("width: %d"%((len(stat_dict[sample])*50)+150))
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106 rval.append("});")
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107 # rval.append("jQuery.get('test.py', function(data) {")
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108 # rval.append("alert(data)")
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109 # rval.append("})")
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110 rval.append("</script>")
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111
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112 rval.append( '</body></html>' )
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113 with open(file,'w') as file:
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114 file.write("\n".join( rval ))
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115
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116 def generatePyPlot(stat_dict,output_file):
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117 pp = PdfPages(output_file)
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118 fig = plt.figure()
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119
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120 n_samples=len(stat_dict)
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121 dict={}
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122 position={}
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123 dict_label={}
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124 for sample in stat_dict.iterkeys():
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125 dict[sample]=[{},{}]
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126 position[sample]={}
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127 dict_label[sample]={}
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128 j=0
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129 for family in stat_dict[sample].iterkeys():
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130
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131 i=0
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132 for region,values in stat_dict[sample][family].iteritems():
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133
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134 if i not in dict[sample][0]:
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135 dict[sample][0][i]=[]
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136 dict[sample][1][i]=[]
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137 position[sample][i]=[]
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138 dict_label[sample][i]=[]
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139 dict[sample][0][i].append(int(values[0][1]))
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140 dict[sample][1][i].append(int(values[0][2]))
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141 position[sample][i].append(j)
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142 dict_label[sample][i].append(values[0][0])
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143 i+=1
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144 j+=1
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145
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146 i=0
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147 for sample in dict.iterkeys():
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148 fig = plt.figure()
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149 fig.subplots_adjust(bottom=0.25,hspace=0.5)
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150 r,g,b,a=cm.hsv(1.*i/n_samples)
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151 color_map=rgb_color_variants(r,g,b)
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152 for sub in [0,1]:
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153 plt.subplot(1,2,sub+1)
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154 bottom={}
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155 for level,values in dict[sample][sub].iteritems():
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156 colors=[color_map[r] for r in dict_label[sample][level]]
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157 if level==0:
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158 print level, values, position[sample][level],bottom
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159 plt.bar(position[sample][level],values,bottom=0, width=0.8 ,color=colors)
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160 else:
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161 lastvalues=[]
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162 for oldpos in range(len(values)):
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163 lastvalues.append(bottom[position[sample][level][oldpos]])
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164 print level, values, position[sample][level], lastvalues
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165 plt.bar(position[sample][level],values, width=0.8,bottom=lastvalues ,color=colors)
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166 for pos in range(len(values)):
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167 if position[sample][level][pos] not in bottom:
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168 bottom[position[sample][level][pos]]=0
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169 else:
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170 bottom[position[sample][level][pos]]+=values[pos]
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171 pos=[x+0.4 for x in range(len(stat_dict[sample]))]
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172 plt.xticks(pos, stat_dict[sample].keys(), rotation='vertical')
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173 if(sub==0):
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174 plt.ylabel("Reads")
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175 else:
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176 plt.ylabel("Basepairs")
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177 plt.xlabel("")
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178 fig.subplots_adjust(bottom=0.25,wspace=0.5)
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179 remove_border()
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180 plt.suptitle(sample)
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181 pp.savefig(fig)
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182 i+=1
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183 pp.close()
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184
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185
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186
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187 def parseStatFile(filename):
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188
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189 with open(filename,'r') as file:
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190 values=[ map(str,line.split('\t')) for line in file ]
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191
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192 dict={}
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193 for line in values[1:]:
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194 if line[3] not in dict:
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195 dict[line[3]]={}
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196 dict[line[3]][line[1]]={}
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197 dict[line[3]][line[1]][line[2]]=[[line[4],line[5],line[7],line[0],line[6]]]
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198 else:
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199 if line[1] not in dict[line[3]]:
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200 dict[line[3]][line[1]]={}
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201 dict[line[3]][line[1]][line[2]]=[[line[4],line[5],line[7],line[0],line[6]]]
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202 else:
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203 if line[2] not in dict[line[3]][line[1]]:
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204 dict[line[3]][line[1]][line[2]]=[[line[4],line[5],line[7],line[0],line[6]]]
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205 else:
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206 dict[line[3]][line[1]][line[2]].append([line[4],line[5],line[7],line[0],line[6]])
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207 # for key in dict.iterkeys():
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208 # for family_key,values in dict[key].iteritems():
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209 # for line in values:
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210 # print key,family_key,line
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211 return dict
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212 def getFiles(directory):
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213 rval={}
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214 dlist = os.listdir(directory)
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215 for dire in dlist:
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216 if(os.path.isdir(os.path.join(directory,dire))):
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217 rval[dire]={}
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218 flist = os.listdir(os.path.join(directory,dire))
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219 for file in flist:
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220 split=file.split("_")
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221 region=split[1]
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222 if region not in rval[dire]:
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223 rval[dire][region]=[file]
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224 else:
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225 rval[dire][region].append(file)
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226
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227 return rval
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228
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229
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230
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231 if __name__ == "__main__":
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232
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233
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234 parser = ArgumentParser()
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235
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236 a = parser.add_argument
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237 a("--html_file",dest="html_file")
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238 a("--directory",dest="directory")
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239 a("--stats",dest="stat_file")
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240
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241 (options,args)= parser.parse_known_args()
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242
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243 # args.insert(0,"dummy")
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244 # try:
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245 # RegionRunner.run(argv=args)
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246 # except SystemExit:
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247
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248 stat_dict=parseStatFile(options.stat_file)
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249 generatePyPlot(stat_dict,os.path.join(options.directory,"plot.pdf"))
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250 generateHTML(stat_dict,options.html_file,options.directory)
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251
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252
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253
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254
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255 |
