| 1 | """ |
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| 2 | File transformer. Takes a tabuolar file (bed or gff) and |
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| 3 | transforms them to a file used as genetrack input. |
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| 4 | Optional parameters may be used to shift the 5' ends with |
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| 5 | a specified amount. This is useful if the file corresponds to data |
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| 6 | with fixed fragment widths you can move each fragment to the |
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| 7 | center location. The program may be invoked in multiple ways. |
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| 8 | As a standalone script:: |
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| 9 | |
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| 10 | python tabs2genetrack.py |
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| 11 | |
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| 12 | As a python module:: |
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| 13 | |
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| 14 | python -m genetrack.scripts.tabs2genetrack |
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| 15 | |
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| 16 | Or in other python scripts:: |
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| 17 | |
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| 18 | >>> |
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| 19 | >>> from genetrack.scripts import tabs2genetrack |
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| 20 | >>> tabs2genetrack.transform( inpname, outname, format='bed', shift=0) |
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| 21 | >>> |
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| 22 | |
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| 23 | Run the script with no parameters to see the options that it takes. |
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| 24 | |
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| 25 | A genetrack input file format is a tab delimited text file |
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| 26 | described in the API documentation of the PositionalData |
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| 27 | class: `genetrack.hdflib.PositionalData` |
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| 28 | The transformation is a three step process, *transform*, |
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| 29 | *sort* and *consolidate*. It will create files in the |
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| 30 | genetrack temporary data directory and it will remove the intermediate files |
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| 31 | when the process is complete. |
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| 32 | |
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| 33 | **Observed runtime**: tranformation rate of 2 million lines per minute |
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| 34 | |
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| 35 | **Note1**: The script will invoke the system `sort` command to sort the file |
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| 36 | that is substantially faster under Unix than Windows. |
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| 37 | |
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| 38 | """ |
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| 39 | import os, sys, csv, shutil |
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| 40 | from itertools import * |
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| 41 | from genetrack import logger, conf, util, hdflib |
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| 42 | |
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| 43 | def consolidate( inpname, outname, format): |
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| 44 | """ |
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| 45 | Consolidates an input file. |
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| 46 | Merges multiple indentical indices into one line |
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| 47 | """ |
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| 48 | fp = open(outname, 'wt') |
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| 49 | |
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| 50 | # recover the original basename |
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| 51 | basename = os.path.basename(inpname).replace('.sorted', '') |
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| 52 | |
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| 53 | # create a few information headers |
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| 54 | fp.write("#\n# created with tabs2genetrack\n") |
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| 55 | fp.write("# source: %s, format %s\n#\n" % (basename, format) ) |
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| 56 | fp.write("chrom\tindex\tforward\treverse\tvalue\n") |
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| 57 | |
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| 58 | # the main reader |
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| 59 | reader = csv.reader(open(inpname, 'rb'), delimiter='\t') |
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| 60 | |
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| 61 | # will duplicate some code to avoid an extra conditional internally |
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| 62 | chrom, index, fwd, rev, val = reader.next() |
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| 63 | lastindex, fwd, rev, val = int(index), int(fwd), int(rev), int(val) |
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| 64 | collect = [ chrom, lastindex, fwd, rev, val ] |
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| 65 | |
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| 66 | for row in reader: |
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| 67 | chrom, index, fwd, rev, val = row |
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| 68 | index, fwd, rev, val = int(index), int(fwd), int(rev), int(val) |
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| 69 | if index == lastindex: |
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| 70 | collect[2] += fwd |
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| 71 | collect[3] += rev |
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| 72 | collect[4] += val |
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| 73 | else: |
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| 74 | # write out the collected data |
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| 75 | fp.write( '%s\t%s\t%s\t%s\t%s\n' % tuple(collect) ) |
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| 76 | collect = [ chrom, index, fwd, rev, val ] |
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| 77 | lastindex = index |
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| 78 | |
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| 79 | fp.close() |
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| 80 | |
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| 81 | def transform(inpname, outname, format, shift=0, index=False, options=None): |
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| 82 | """ |
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| 83 | Transforms reads stored in bedfile to a genetrack input file. |
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| 84 | Requires at least 6 bed columns to access the strand. |
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| 85 | """ |
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| 86 | |
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| 87 | # detect file formats |
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| 88 | if format == "BED": |
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| 89 | CHROM, START, END, STRAND = 0, 1, 2, 5 |
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| 90 | elif format == "GFF": |
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| 91 | CHROM, START, END, STRAND = 0, 3, 4, 6 |
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| 92 | else: |
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| 93 | raise Exception('Invalid file format' % format) |
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| 94 | |
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| 95 | # two sanity checks, one day someone will thank me |
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| 96 | if format == 'BED' and inpname.endswith('gff'): |
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| 97 | raise Exception('BED format on a gff file?') |
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| 98 | if format == 'GFF' and inpname.endswith('bed'): |
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| 99 | raise Exception('GFF format on a bed file?') |
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| 100 | |
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| 101 | # find the basename of the outputname |
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| 102 | basename = os.path.basename(outname) |
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| 103 | |
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| 104 | # two files store intermediate results |
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| 105 | flat = conf.tempdata( '%s.flat' % basename ) |
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| 106 | sorted = conf.tempdata( '%s.sorted' % basename ) |
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| 107 | |
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| 108 | # check for track information on first line, |
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| 109 | # much faster this way than conditional checking on each line |
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| 110 | fp = file(inpname, 'rU') |
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| 111 | first = fp.readline() |
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| 112 | fp.close() |
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| 113 | |
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| 114 | # create the reader |
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| 115 | reader = csv.reader(file(inpname, 'rU'), delimiter='\t') |
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| 116 | |
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| 117 | # skip if trackline exists |
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| 118 | if first.startswith == 'track': |
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| 119 | reader.next() |
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| 120 | |
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| 121 | # unwind the comments |
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| 122 | list(takewhile(lambda x: x[0].startswith('#'), reader)) |
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| 123 | |
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| 124 | # copious timing info for those who enjoy these |
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| 125 | timer, full = util.Timer(), util.Timer() |
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| 126 | |
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| 127 | logger.debug("parsing '%s'" % inpname) |
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| 128 | logger.debug("output to '%s'" % outname) |
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| 129 | |
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| 130 | # create the unsorted output file and apply corrections |
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| 131 | logger.debug("unsorted flat file '%s'" % flat) |
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| 132 | |
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| 133 | fp = file(flat, 'wt') |
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| 134 | for linec, row in enumerate(reader): |
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| 135 | try: |
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| 136 | chrom, start, end, strand = row[CHROM], row[START], row[END], row[STRAND] |
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| 137 | except Exception, exc: |
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| 138 | first = row[0][0] |
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| 139 | # may be hitting the end of the file with other comments |
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| 140 | if first == '>': |
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| 141 | break # hit the sequence content of the gff file |
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| 142 | elif first == '#': |
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| 143 | continue # hit upon some comments |
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| 144 | else: |
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| 145 | logger.error(row) |
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| 146 | raise Exception(exc) |
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| 147 | |
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| 148 | if strand == '+': |
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| 149 | # on forward strand, 5' is at start |
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| 150 | idx = int(start) + shift |
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| 151 | fwd, rev, val = 1, 0, 1 |
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| 152 | elif strand == '-': |
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| 153 | # on reverse strand, 5' is at end |
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| 154 | idx = int(end) - shift |
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| 155 | fwd, rev, val = 0, 1, 1 |
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| 156 | else: |
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| 157 | # no strand specified, generate interval centers |
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| 158 | idx = (int(start)+int(end))/2 |
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| 159 | fwd, rev, val = 0, 0, 1 |
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| 160 | |
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| 161 | # it is essential be able to sort the index as a string! |
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| 162 | fp.write('%s\t%012d\t%s\t%s\t%s\n' % (chrom, idx, fwd, rev, val)) |
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| 163 | |
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| 164 | fp.close() |
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| 165 | linet = util.commify(linec) |
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| 166 | logger.debug("parsing %s lines finished in %s" % (linet, timer.report())) |
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| 167 | |
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| 168 | # if it is producing coverage then it will expand reads into full intervaals |
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| 169 | |
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| 170 | # now let the sorting commence |
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| 171 | cmd = "sort %s > %s" % (flat, sorted) |
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| 172 | logger.debug("sorting into '%s'" % sorted) |
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| 173 | os.system(cmd) |
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| 174 | logger.debug("sorting finished in %s" % timer.report() ) |
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| 175 | |
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| 176 | logger.debug("consolidating into '%s'" % outname) |
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| 177 | consolidate( sorted, outname, format=format) |
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| 178 | logger.debug("consolidate finished in %s" % timer.report() ) |
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| 179 | logger.debug("output saved to '%s'" % outname) |
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| 180 | logger.debug("full conversion finished in %s" % full.report() ) |
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| 181 | |
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| 182 | # attempting to cleanup the remaining files |
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| 183 | for name in (flat, sorted): |
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| 184 | logger.debug("removing temporary file '%s'" % name ) |
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| 185 | os.remove(name) |
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| 186 | |
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| 187 | # also runs the indexing on it |
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| 188 | if index: |
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| 189 | logger.debug("loading the index from '%s'" % outname) |
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| 190 | # create the work directory |
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| 191 | if options.workdir and not os.path.isdir(options.workdir): |
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| 192 | os.mkdir(options.workdir) |
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| 193 | result = hdflib.PositionalData(fname=outname, update=True, workdir=options.workdir) |
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| 194 | logger.debug("indexing finished in %s" % timer.report() ) |
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| 195 | result.close() |
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| 196 | |
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| 197 | logger.debug("moving index to main output '%s'" % outname ) |
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| 198 | |
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| 199 | # remove the intermediate file |
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| 200 | os.remove(outname) |
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| 201 | |
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| 202 | # move the index as the output file |
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| 203 | shutil.move(result.index, outname) |
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| 204 | |
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| 205 | def option_parser(): |
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| 206 | "The option parser may be constructed in other tools invoking this script" |
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| 207 | import optparse |
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| 208 | |
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| 209 | usage = "usage: %prog -i inputfile -o outputfile -f format" |
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| 210 | |
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| 211 | parser = optparse.OptionParser(usage=usage) |
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| 212 | |
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| 213 | # setting the input file name |
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| 214 | parser.add_option( |
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| 215 | '-i', '--input', action="store", |
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| 216 | dest="inpname", type='str', default=None, |
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| 217 | help="the input file name (required)" |
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| 218 | ) |
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| 219 | |
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| 220 | # setting the output file name |
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| 221 | parser.add_option( |
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| 222 | '-o', '--output', action="store", |
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| 223 | dest="outname", type='str', default=None, |
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| 224 | help="output file name (required)" |
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| 225 | ) |
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| 226 | |
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| 227 | # file formats |
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| 228 | parser.add_option( |
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| 229 | '-f', '--format', action="store", |
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| 230 | dest="format", type="str", default='', |
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| 231 | help="input file format, bed or gff (required)", |
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| 232 | ) |
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| 233 | |
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| 234 | # correction shift added in 5' direction for start/end coordinates |
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| 235 | parser.add_option( |
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| 236 | '-s', '--shift', action="store", |
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| 237 | dest="shift", type="int", default=0, |
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| 238 | help="shift for the 5' end on each strand (default=0)", |
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| 239 | ) |
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| 240 | |
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| 241 | # verbosity can be 0,1 and 2 (increasing verbosity) |
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| 242 | parser.add_option( |
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| 243 | '-v', '--verbosity', action="store", |
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| 244 | dest="verbosity", type="int", default=1, |
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| 245 | help="sets the verbosity (0, 1) (default=1)", |
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| 246 | ) |
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| 247 | |
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| 248 | parser.add_option("-x", "--index", |
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| 249 | action="store_true", dest="index", default=False, |
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| 250 | help="also creates an hdf index for the file") |
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| 251 | |
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| 252 | parser.add_option( |
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| 253 | '-w', '--workdir', action="store", |
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| 254 | dest="workdir", type='str', default=None, |
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| 255 | help="work directory (optional)" |
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| 256 | ) |
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| 257 | |
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| 258 | return parser |
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| 259 | |
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| 260 | if __name__ == '__main__': |
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| 261 | |
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| 262 | parser = option_parser() |
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| 263 | |
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| 264 | options, args = parser.parse_args() |
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| 265 | |
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| 266 | # uppercase the format |
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| 267 | options.format = options.format.upper() |
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| 268 | |
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| 269 | if options.format not in ('BED', 'GFF'): |
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| 270 | sys.stdout = sys.stderr |
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| 271 | parser.print_help() |
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| 272 | sys.exit(-1) |
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| 273 | |
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| 274 | logger.disable(options.verbosity) |
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| 275 | |
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| 276 | # missing file names |
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| 277 | if not (options.inpname and options.outname and options.format): |
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| 278 | parser.print_help() |
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| 279 | sys.exit(-1) |
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| 280 | else: |
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| 281 | transform(inpname=options.inpname, outname=options.outname,\ |
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| 282 | format=options.format, shift=options.shift, index=options.index, options=options) |
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