Mercurial > repos > thondeboer > neat_genreads
annotate py/OutputFileWriter.py @ 0:6e75a84e9338 draft
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| author | thondeboer | 
|---|---|
| date | Tue, 15 May 2018 02:39:53 -0400 | 
| parents | |
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| rev | line source | 
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0
 
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1 import sys | 
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2 import os | 
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3 import re | 
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4 import gzip | 
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5 from struct import pack | 
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6 | 
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7 from biopython_modified_bgzf import BgzfWriter | 
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8 | 
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9 BAM_COMPRESSION_LEVEL = 6 | 
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10 | 
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11 # return the reverse complement of a string | 
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12 RC_DICT = {'A':'T','C':'G','G':'C','T':'A','N':'N'} | 
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13 def RC(s): | 
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14 return ''.join(RC_DICT[n] for n in s[::-1]) | 
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15 | 
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16 # SAMtools reg2bin function | 
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17 def reg2bin(a,b): | 
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18 b -= 1 | 
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19 if (a>>14 == b>>14): return ((1<<15)-1)/7 + (a>>14) | 
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20 if (a>>17 == b>>17): return ((1<<12)-1)/7 + (a>>17) | 
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21 if (a>>20 == b>>20): return ((1<<9)-1)/7 + (a>>20) | 
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22 if (a>>23 == b>>23): return ((1<<6)-1)/7 + (a>>23) | 
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23 if (a>>26 == b>>26): return ((1<<3)-1)/7 + (a>>26) | 
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24 return 0 | 
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25 | 
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26 CIGAR_PACKED = {'M':0, 'I':1, 'D':2, 'N':3, 'S':4, 'H':5, 'P':6, '=':7, 'X':8} | 
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27 SEQ_PACKED = {'=':0, 'A':1, 'C':2, 'M':3, 'G':4, 'R':5, 'S':6, 'V':7, | 
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28 'T':8, 'W':9, 'Y':10,'H':11,'K':12,'D':13,'B':14,'N':15} | 
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29 | 
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30 BUFFER_BATCH_SIZE = 1000 # write out to file after this many reads | 
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31 | 
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32 # | 
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33 # outFQ = path to output FASTQ prefix | 
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34 # paired = True for PE reads, False for SE | 
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35 # BAM_header = [refIndex] | 
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36 # VCF_header = [path_to_ref] | 
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37 # gzipped = True for compressed FASTQ/VCF, False for uncompressed | 
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38 # | 
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39 class OutputFileWriter: | 
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40 def __init__(self, outPrefix, paired=False, BAM_header=None, VCF_header=None, gzipped=False, jobTuple=(1,1), noFASTQ=False): | 
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41 | 
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42 jobSuffix = '' | 
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43 if jobTuple[1] > 1: | 
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44 jsl = len(str(jobTuple[1])) | 
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45 jsb = '0'*(jsl-len(str(jobTuple[0]))) | 
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46 jobSuffix = '.job'+jsb+str(jobTuple[0])+'of'+str(jobTuple[1]) | 
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47 | 
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48 fq1 = outPrefix+'_read1.fq'+jobSuffix | 
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49 fq2 = outPrefix+'_read2.fq'+jobSuffix | 
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50 bam = outPrefix+'_golden.bam'+jobSuffix | 
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51 vcf = outPrefix+'_golden.vcf'+jobSuffix | 
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52 | 
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53 self.noFASTQ = noFASTQ | 
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54 if not self.noFASTQ: | 
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55 if gzipped: | 
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56 self.fq1_file = gzip.open(fq1+'.gz', 'wb') | 
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57 else: | 
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58 self.fq1_file = open(fq1,'w') | 
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59 | 
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60 self.fq2_file = None | 
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61 if paired: | 
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62 if gzipped: | 
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63 self.fq2_file = gzip.open(fq2+'.gz', 'wb') | 
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64 else: | 
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65 self.fq2_file = open(fq2,'w') | 
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66 | 
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67 # | 
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68 # VCF OUTPUT | 
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69 # | 
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70 self.vcf_file = None | 
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71 if VCF_header != None: | 
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72 if gzipped: | 
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73 self.vcf_file = gzip.open(vcf+'.gz', 'wb') | 
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74 else: | 
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75 self.vcf_file = open(vcf, 'wb') | 
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76 | 
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77 # WRITE VCF HEADER (if parallel: only for first job) | 
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78 if jobTuple[0] == 1: | 
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79 self.vcf_file.write('##fileformat=VCFv4.1\n') | 
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80 self.vcf_file.write('##reference='+VCF_header[0]+'\n') | 
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81 self.vcf_file.write('##INFO=<ID=DP,Number=1,Type=Integer,Description="Total Depth">\n') | 
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82 self.vcf_file.write('##INFO=<ID=AF,Number=A,Type=Float,Description="Allele Frequency">\n') | 
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83 #self.vcf_file.write('##INFO=<ID=READS,Number=1,Type=String,Description="Names of Reads Covering this Variant">\n') | 
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84 self.vcf_file.write('##INFO=<ID=VMX,Number=1,Type=String,Description="SNP is Missense in these Read Frames">\n') | 
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85 self.vcf_file.write('##INFO=<ID=VNX,Number=1,Type=String,Description="SNP is Nonsense in these Read Frames">\n') | 
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86 self.vcf_file.write('##INFO=<ID=VFX,Number=1,Type=String,Description="Indel Causes Frameshift">\n') | 
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87 self.vcf_file.write('##INFO=<ID=WP,Number=A,Type=Integer,Description="NEAT-GenReads ploidy indicator">\n') | 
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88 self.vcf_file.write('##ALT=<ID=DEL,Description="Deletion">\n') | 
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89 self.vcf_file.write('##ALT=<ID=DUP,Description="Duplication">\n') | 
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90 self.vcf_file.write('##ALT=<ID=INS,Description="Insertion of novel sequence">\n') | 
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91 self.vcf_file.write('##ALT=<ID=INV,Description="Inversion">\n') | 
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92 self.vcf_file.write('##ALT=<ID=CNV,Description="Copy number variable region">\n') | 
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93 self.vcf_file.write('##ALT=<ID=TRANS,Description="Translocation">\n') | 
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94 self.vcf_file.write('##ALT=<ID=INV-TRANS,Description="Inverted translocation">\n') | 
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95 self.vcf_file.write('#CHROM\tPOS\tID\tREF\tALT\tQUAL\tFILTER\tINFO\n') | 
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96 | 
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97 # | 
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98 # BAM OUTPUT | 
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99 # | 
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100 self.bam_file = None | 
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101 if BAM_header != None: | 
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102 self.bam_file = BgzfWriter(bam, 'w', compresslevel=BAM_COMPRESSION_LEVEL) | 
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103 | 
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104 # WRITE BAM HEADER (if parallel: only for first job) | 
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105 if True or jobTuple[0] == 1: | 
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106 self.bam_file.write("BAM\1") | 
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107 header = '@HD\tVN:1.5\tSO:coordinate\n' | 
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108 for n in BAM_header[0]: | 
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109 header += '@SQ\tSN:'+n[0]+'\tLN:'+str(n[3])+'\n' | 
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110 header += '@RG\tID:NEAT\tSM:NEAT\tLB:NEAT\tPL:NEAT\n' | 
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111 headerBytes = len(header) | 
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112 numRefs = len(BAM_header[0]) | 
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113 self.bam_file.write(pack('<i',headerBytes)) | 
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114 self.bam_file.write(header) | 
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115 self.bam_file.write(pack('<i',numRefs)) | 
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116 | 
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117 for n in BAM_header[0]: | 
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118 l_name = len(n[0])+1 | 
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119 self.bam_file.write(pack('<i',l_name)) | 
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120 self.bam_file.write(n[0]+'\0') | 
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121 self.bam_file.write(pack('<i',n[3])) | 
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122 | 
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123 # buffers for more efficient writing | 
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124 self.fq1_buffer = [] | 
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125 self.fq2_buffer = [] | 
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126 self.bam_buffer = [] | 
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127 | 
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128 def writeFASTQRecord(self,readName,read1,qual1,read2=None,qual2=None): | 
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129 ###self.fq1_file.write('@'+readName+'/1\n'+read1+'\n+\n'+qual1+'\n') | 
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130 self.fq1_buffer.append('@'+readName+'/1\n'+read1+'\n+\n'+qual1+'\n') | 
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131 if read2 != None: | 
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132 ####self.fq2_file.write('@'+readName+'/2\n'+RC(read2)+'\n+\n'+qual2[::-1]+'\n') | 
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133 self.fq2_buffer.append('@'+readName+'/2\n'+RC(read2)+'\n+\n'+qual2[::-1]+'\n') | 
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134 | 
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135 def writeVCFRecord(self, chrom, pos, idStr, ref, alt, qual, filt, info): | 
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136 self.vcf_file.write(str(chrom)+'\t'+str(pos)+'\t'+str(idStr)+'\t'+str(ref)+'\t'+str(alt)+'\t'+str(qual)+'\t'+str(filt)+'\t'+str(info)+'\n') | 
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137 | 
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138 def writeBAMRecord(self, refID, readName, pos_0, cigar, seq, qual, samFlag, matePos=None, alnMapQual=70): | 
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139 | 
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140 myBin = reg2bin(pos_0,pos_0+len(seq)) | 
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141 #myBin = 0 # or just use a dummy value, does this actually matter? | 
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142 | 
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143 myMapQual = alnMapQual | 
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144 cig_letters = re.split(r"\d+",cigar)[1:] | 
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145 cig_numbers = [int(n) for n in re.findall(r"\d+",cigar)] | 
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146 cig_ops = len(cig_letters) | 
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147 next_refID = refID | 
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148 if matePos == None: | 
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149 next_pos = 0 | 
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150 my_tlen = 0 | 
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151 else: | 
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152 next_pos = matePos | 
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153 if pos_0 < next_pos: | 
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154 my_tlen = next_pos + len(seq) - pos_0 | 
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155 else: | 
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156 my_tlen = -pos_0 - len(seq) + next_pos | 
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157 | 
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158 encodedCig = '' | 
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159 for i in xrange(cig_ops): | 
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160 encodedCig += pack('<I',(cig_numbers[i]<<4) + CIGAR_PACKED[cig_letters[i]]) | 
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161 encodedSeq = '' | 
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162 encodedLen = (len(seq)+1)/2 | 
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163 seqLen = len(seq) | 
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164 if seqLen&1: | 
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165 seq += '=' | 
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166 for i in xrange(encodedLen): | 
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167 encodedSeq += pack('<B',(SEQ_PACKED[seq[2*i]]<<4) + SEQ_PACKED[seq[2*i+1]]) | 
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168 | 
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169 # apparently samtools automatically adds 33 to the quality score string... | 
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170 encodedQual = ''.join([chr(ord(n)-33) for n in qual]) | 
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171 | 
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172 #blockSize = 4 + # refID int32 | 
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173 # 4 + # pos int32 | 
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174 # 4 + # bin_mq_nl uint32 | 
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175 # 4 + # flag_nc uint32 | 
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176 # 4 + # l_seq int32 | 
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177 # 4 + # next_refID int32 | 
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178 # 4 + # next_pos int32 | 
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179 # 4 + # tlen int32 | 
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180 # len(readName)+1 + | 
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181 # 4*cig_ops + | 
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182 # encodedLen + | 
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183 # len(seq) | 
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184 | 
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185 #blockSize = 32 + len(readName)+1 + 4*cig_ops + encodedLen + len(seq) | 
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186 blockSize = 32 + len(readName)+1 + len(encodedCig) + len(encodedSeq) + len(encodedQual) | 
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187 | 
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188 ####self.bam_file.write(pack('<i',blockSize)) | 
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189 ####self.bam_file.write(pack('<i',refID)) | 
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190 ####self.bam_file.write(pack('<i',pos_0)) | 
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191 ####self.bam_file.write(pack('<I',(myBin<<16) + (myMapQual<<8) + len(readName)+1)) | 
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192 ####self.bam_file.write(pack('<I',(samFlag<<16) + cig_ops)) | 
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193 ####self.bam_file.write(pack('<i',seqLen)) | 
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194 ####self.bam_file.write(pack('<i',next_refID)) | 
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195 ####self.bam_file.write(pack('<i',next_pos)) | 
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196 ####self.bam_file.write(pack('<i',my_tlen)) | 
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197 ####self.bam_file.write(readName+'\0') | 
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198 ####self.bam_file.write(encodedCig) | 
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199 ####self.bam_file.write(encodedSeq) | 
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200 ####self.bam_file.write(encodedQual) | 
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201 | 
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202 # a horribly compressed line, I'm sorry. | 
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203 # (ref_index, position, data) | 
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204 self.bam_buffer.append((refID, pos_0, pack('<i',blockSize) + pack('<i',refID) + pack('<i',pos_0) + pack('<I',(myBin<<16) + (myMapQual<<8) + len(readName)+1) + pack('<I',(samFlag<<16) + cig_ops) + pack('<i',seqLen) + pack('<i',next_refID) + pack('<i',next_pos) + pack('<i',my_tlen) + readName+'\0' + encodedCig + encodedSeq + encodedQual)) | 
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205 | 
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206 | 
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207 def flushBuffers(self,bamMax=None,lastTime=False): | 
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208 if (len(self.fq1_buffer) >= BUFFER_BATCH_SIZE or len(self.bam_buffer) >= BUFFER_BATCH_SIZE) or (len(self.fq1_buffer) and lastTime) or (len(self.bam_buffer) and lastTime): | 
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209 # fq | 
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210 if not self.noFASTQ: | 
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211 self.fq1_file.write(''.join(self.fq1_buffer)) | 
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212 if len(self.fq2_buffer): | 
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213 self.fq2_file.write(''.join(self.fq2_buffer)) | 
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214 # bam | 
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215 if len(self.bam_buffer): | 
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216 bam_data = sorted(self.bam_buffer) | 
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217 if lastTime: | 
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218 self.bam_file.write(''.join([n[2] for n in bam_data])) | 
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219 self.bam_buffer = [] | 
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220 else: | 
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221 ind_to_stop_at = 0 | 
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222 for i in xrange(0,len(bam_data)): | 
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223 # if we are from previous reference, or have coordinates lower than next window position, it's safe to write out to file | 
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224 if bam_data[i][0] != bam_data[-1][0] or bam_data[i][1] < bamMax: | 
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225 ind_to_stop_at = i+1 | 
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226 else: | 
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227 break | 
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228 self.bam_file.write(''.join([n[2] for n in bam_data[:ind_to_stop_at]])) | 
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229 ####print 'BAM WRITING:',ind_to_stop_at,'/',len(bam_data) | 
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230 if ind_to_stop_at >= len(bam_data): | 
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231 self.bam_buffer = [] | 
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232 else: | 
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233 self.bam_buffer = bam_data[ind_to_stop_at:] | 
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234 self.fq1_buffer = [] | 
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235 self.fq2_buffer = [] | 
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236 | 
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237 | 
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238 def closeFiles(self): | 
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239 self.flushBuffers(lastTime=True) | 
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240 if not self.noFASTQ: | 
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241 self.fq1_file.close() | 
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242 if self.fq2_file != None: | 
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243 self.fq2_file.close() | 
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244 if self.vcf_file != None: | 
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245 self.vcf_file.close() | 
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246 if self.bam_file != None: | 
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247 self.bam_file.close() | 
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248 | 
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249 | 
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250 | 
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251 | 
