#!/usr/bin/env python #Dan Blankenberg #%prog bounding_region_file mask_intervals_file intervals_to_mimic_file out_file mask_chr mask_start mask_end interval_chr interval_start interval_end interval_strand use_mask allow_strand_overlaps import sys, random from copy import deepcopy from galaxy import eggs import pkg_resources pkg_resources.require( "bx-python" ) import bx.intervals.io import bx.intervals.intersection import psyco_full assert sys.version_info[:2] >= ( 2, 4 ) max_iters = 5 def stop_err( msg ): sys.stderr.write( msg ) sys.exit() #Try to add a random region def add_random_region( mimic_region, bound, exist_regions, plus_mask, minus_mask, overlaps ): region_length, region_strand = mimic_region plus_count = plus_mask.count_range() minus_count = minus_mask.count_range() gaps = [] if region_strand == "-": gaps = minus_mask.get_gaps( region_length ) else: gaps = plus_mask.get_gaps( region_length ) while True: try: gap_length, gap_start, gap_end = gaps.pop( random.randint( 0, len( gaps ) - 1 ) ) except: break try: start = random.randint( bound.start + gap_start, bound.start + gap_end - region_length - 1 ) except ValueError, ve: stop_err( "Exception thrown generating random start value: %s" %str( ve ) ) end = start + region_length try_plus_mask = plus_mask.copy() try_minus_mask = minus_mask.copy() if region_strand == "-": try_minus_mask.set_range( start - bound.start, end - bound.start ) else: try_plus_mask.set_range( start - bound.start, end - bound.start ) rand_region = bx.intervals.io.GenomicInterval( None, [bound.chrom, start, end, region_strand], 0, 1, 2, 3, "+", fix_strand=True ) if try_plus_mask.count_range() == plus_count + region_length or try_minus_mask.count_range() == minus_count + region_length: if overlaps in ["strand", "all"]: #overlaps allowed across strands exist_regions.append( rand_region ) if overlaps == "strand": return exist_regions, True, try_plus_mask, try_minus_mask else: #overlaps allowed everywhere return exist_regions, True, plus_mask, minus_mask else: #no overlapping anywhere exist_regions.append( rand_region ) if region_strand == "-": return exist_regions, True, try_minus_mask.copy(), try_minus_mask else: return exist_regions, True, try_plus_mask, try_plus_mask.copy() return exist_regions, False, plus_mask, minus_mask def main(): includes_strand = False region_uid = sys.argv[1] mask_fname = sys.argv[2] intervals_fname = sys.argv[3] out_fname = sys.argv[4] try: mask_chr = int( sys.argv[5] ) - 1 except: stop_err( "'%s' is an invalid chrom column for 'Intervals to Mask' dataset, click the pencil icon in the history item to edit column settings." % str( sys.argv[5] ) ) try: mask_start = int( sys.argv[6] ) - 1 except: stop_err( "'%s' is an invalid start column for 'Intervals to Mask' dataset, click the pencil icon in the history item to edit column settings." % str( sys.argv[6] ) ) try: mask_end = int( sys.argv[7] ) - 1 except: stop_err( "'%s' is an invalid end column for 'Intervals to Mask' dataset, click the pencil icon in the history item to edit column settings." % str( sys.argv[7] ) ) try: interval_chr = int( sys.argv[8] ) - 1 except: stop_err( "'%s' is an invalid chrom column for 'File to Mimick' dataset, click the pencil icon in the history item to edit column settings." % str( sys.argv[8] ) ) try: interval_start = int( sys.argv[9] ) - 1 except: stop_err( "'%s' is an invalid start column for 'File to Mimick' dataset, click the pencil icon in the history item to edit column settings." % str( sys.argv[9] ) ) try: interval_end = int( sys.argv[10] ) - 1 except: stop_err( "'%s' is an invalid end column for 'File to Mimick' dataset, click the pencil icon in the history item to edit column settings." % str( sys.argv[10] ) ) try: interval_strand = int( sys.argv[11] ) - 1 includes_strand = True except: interval_strand = -1 if includes_strand: use_mask = sys.argv[12] overlaps = sys.argv[13] else: use_mask = sys.argv[11] overlaps = sys.argv[12] available_regions = {} loc_file = "%s/regions.loc" % sys.argv[-1] for i, line in enumerate( file( loc_file ) ): line = line.rstrip( '\r\n' ) if line and not line.startswith( '#' ): fields = line.split( '\t' ) #read each line, if not enough fields, go to next line try: build = fields[0] uid = fields[1] description = fields[2] filepath = fields[3] available_regions[uid] = filepath except: continue if region_uid not in available_regions: stop_err( "Region '%s' is invalid." % region_uid ) region_fname = available_regions[region_uid].strip() #set up bounding regions to hold random intervals bounds = [] for bound in bx.intervals.io.NiceReaderWrapper( open( region_fname, 'r' ), chrom_col=0, start_col=1, end_col=2, fix_strand=True, return_header=False, return_comments=False ): bounds.append( bound ) #set up length and number of regions to mimic regions = [ [] for i in range( len( bounds ) ) ] for region in bx.intervals.io.NiceReaderWrapper( open( intervals_fname, 'r' ), chrom_col=interval_chr, start_col=interval_start, end_col=interval_end, strand_col=interval_strand, fix_strand=True, return_header=False, return_comments=False ): #loop through bounds, find first proper bounds then add #if an interval crosses bounds, it will be added to the first bound for i in range( len( bounds ) ): if bounds[i].chrom != region.chrom: continue intersecter = bx.intervals.intersection.Intersecter() intersecter.add_interval( bounds[i] ) if len( intersecter.find( region.start, region.end ) ) > 0: regions[i].append( ( region.end - region.start, region.strand ) ) #add region to proper bound and go to next region break for region in regions: region.sort() region.reverse() #read mask file mask = [] if use_mask != "no_mask": for region in bx.intervals.io.NiceReaderWrapper( open( mask_fname, 'r' ), chrom_col=mask_chr, start_col=mask_start, end_col=mask_end, fix_strand=True, return_header=False, return_comments=False ): mask.append( region ) try: out_file = open ( out_fname, "w" ) except: stop_err( "Error opening output file '%s'." % out_fname ) i = 0 i_iters = 0 region_count = 0 best_regions = [] num_fail = 0 while i < len( bounds ): i_iters += 1 #order regions to mimic regions_to_mimic = regions[i][0:] if len( regions_to_mimic ) < 1: #if no regions to mimic, skip i += 1 i_iters = 0 continue #set up region mask plus_mask = Region( bounds[i].end - bounds[i].start ) for region in mask: if region.chrom != bounds[i].chrom: continue mask_start = region.start - bounds[i].start mask_end = region.end - bounds[i].start if mask_start >= 0 and mask_end > 0: plus_mask.set_range( mask_start, mask_end ) minus_mask = plus_mask.copy() random_regions = [] num_added = 0 for j in range( len( regions[i] ) ): random_regions, added, plus_mask, minus_mask = add_random_region( regions_to_mimic[j], bounds[i], random_regions, plus_mask, minus_mask, overlaps ) if added: num_added += 1 if num_added == len( regions_to_mimic ) or i_iters >= max_iters: if len( best_regions ) > len( random_regions ): random_regions = best_regions.copy() num_fail += ( len( regions_to_mimic ) - len( random_regions ) ) i_iters = 0 best_regions = [] for region in random_regions: print >>out_file, "%s\t%d\t%d\t%s\t%s\t%s" % ( region.chrom, region.start, region.end, "region_" + str( region_count ), "0", region.strand ) region_count += 1 else: i -= 1 if len( best_regions ) < len( random_regions ): best_regions = random_regions[:] i+=1 out_file.close() if num_fail: print "After %i iterations, %i regions could not be added." % (max_iters, num_fail) if use_mask == "use_mask": print "The mask you have provided may be too restrictive." class Region( list ): """ A list for on/off regions """ def __init__( self, size=0 ): for i in range( size ): self.append( False ) def copy( self ): return deepcopy( self ) def set_range( self, start=0, end=None ): if start < 0: start = 0 if ( not end and end != 0 ) or end > len( self ): end = len( self ) for i in range( start, end ): self[i]=True def count_range( self, start=0, end=None ): if start < 0: start = 0 if ( not end and end != 0 ) or end > len( self ): end = len( self ) return self[start:end].count( True ) def get_gaps( self, min_size = 0 ): gaps = [] start = end = 0 while True: try: start = self[end:].index( False ) + end except: break try: end = self[start:].index( True ) + start except: end = len( self ) if end > start and end - start >= min_size: gaps.append( ( end - start, start, end ) ) gaps.sort() gaps.reverse() return gaps if __name__ == "__main__": main()