# HG changeset patch # User devteam # Date 1603928185 0 # Node ID 5c2cc3b58c7db1ec9e16e9a816738eefff732b78 # Parent 74c9214cc8e6ba08aa434ece93688a501f2bb165 "planemo upload for repository https://github.com/galaxyproject/tools-devteam/tree/master/tools/sicer commit 0cbb1b33c232da498a31902aa5afcdc97971a74b" diff -r 74c9214cc8e6 -r 5c2cc3b58c7d sicer_wrapper.py --- a/sicer_wrapper.py Wed Oct 24 11:31:03 2018 -0400 +++ b/sicer_wrapper.py Wed Oct 28 23:36:25 2020 +0000 @@ -1,157 +1,158 @@ #!/usr/bin/env python -#Dan Blankenberg +# Dan Blankenberg """ A wrapper script for running SICER (spatial clustering approach for the identification of ChIP-enriched regions) region caller. """ -import sys, optparse, os, tempfile, subprocess, shutil - -CHUNK_SIZE = 2**20 #1mb +import optparse +import os +import shutil +import subprocess +import sys +import tempfile -#HACK! FIXME: allow using all specified builds, would currently require hacking SICER's "GenomeData.py" on the fly. -VALID_BUILDS = [ 'mm8', 'mm9', 'hg18', 'hg19', 'dm2', 'dm3', 'sacCer1', 'pombe', 'rn4', 'tair8' ] +CHUNK_SIZE = 2**20 # 1mb -def cleanup_before_exit( tmp_dir ): - if tmp_dir and os.path.exists( tmp_dir ): - shutil.rmtree( tmp_dir ) +# HACK! FIXME: allow using all specified builds, would currently require hacking SICER's "GenomeData.py" on the fly. +VALID_BUILDS = ['mm8', 'mm9', 'hg18', 'hg19', 'dm2', 'dm3', 'sacCer1', 'pombe', 'rn4', 'tair8'] -def open_file_from_option( filename, mode = 'rb' ): +def cleanup_before_exit(tmp_dir): + if tmp_dir and os.path.exists(tmp_dir): + shutil.rmtree(tmp_dir) + + +def open_file_from_option(filename, mode='rb'): if filename: - return open( filename, mode = mode ) + return open(filename, mode=mode) return None -def add_one_to_file_column( filename, column, split_char = "\t", startswith_skip = None ): - tmp_out = tempfile.TemporaryFile( mode='w+b' ) - tmp_in = open( filename ) - for line in tmp_in: - if startswith_skip and line.startswith( startswith_skip ): - tmp_out.write( line ) - else: - fields = line.rstrip( '\n\r' ).split( split_char ) - if len( fields ) <= column: - tmp_out.write( line ) - else: - fields[ column ] = str( int( fields[ column ] ) + 1 ) - tmp_out.write( "%s\n" % ( split_char.join( fields ) ) ) - tmp_in.close() - tmp_out.seek( 0 ) - tmp_in = open( filename, 'wb' ) - while True: - chunk = tmp_out.read( CHUNK_SIZE ) - if chunk: - tmp_in.write( chunk ) - else: - break - tmp_in.close() - tmp_out.close() + +def add_one_to_file_column(filename, column, split_char="\t", startswith_skip=None): + with tempfile.NamedTemporaryFile(mode='w+b', delete=False) as tmp_out: + with open(filename) as fh: + tmp_path = tmp_out.name + for line in fh: + if startswith_skip and line.startswith(startswith_skip): + tmp_out.write(line) + else: + fields = line.rstrip('\n\r').split(split_char) + if len(fields) <= column: + tmp_out.write(line) + else: + fields[column] = str(int(fields[column]) + 1) + tmp_out.write("%s\n" % (split_char.join(fields))) + shutil.move(tmp_path, filename) + def __main__(): - #Parse Command Line parser = optparse.OptionParser() - #stdout/err - parser.add_option( '', '--stdout', dest='stdout', action='store', type="string", default=None, help='If specified, the output of stdout will be written to this file.' ) - parser.add_option( '', '--stderr', dest='stderr', action='store', type="string", default=None, help='If specified, the output of stderr will be written to this file.' ) - parser.add_option( '', '--fix_off_by_one_errors', dest='fix_off_by_one_errors', action='store_true', default=False, help='If specified, fix off-by-one errors in output files' ) - #inputs - parser.add_option( '-b', '--bed_file', dest='bed_file', action='store', type="string", default=None, help='Input ChIP BED file.' ) - parser.add_option( '-c', '--control_file', dest='control_file', action='store', type="string", default=None, help='Input control BED file.' ) - parser.add_option( '-d', '--dbkey', dest='dbkey', action='store', type="string", default=None, help='Input dbkey.' ) - parser.add_option( '-r', '--redundancy_threshold', dest='redundancy_threshold', action='store', type="int", default=1, help='Redundancy Threshold: The number of copies of identical reads allowed in a library.' ) - parser.add_option( '-w', '--window_size', dest='window_size', action='store', type="int", default=200, help='Window size: resolution of SICER algorithm. For histone modifications, one can use 200 bp' ) - parser.add_option( '-f', '--fragment_size', dest='fragment_size', action='store', type="int", default=150, help='Fragment size: is for determination of the amount of shift from the beginning of a read to the center of the DNA fragment represented by the read. FRAGMENT_SIZE=150 means the shift is 75.' ) - parser.add_option( '-e', '--effective_genome_fraction', dest='effective_genome_fraction', action='store', type="float", default=0.74, help='Effective genome fraction: Effective Genome as fraction of the genome size. It depends on read length.' ) - parser.add_option( '-g', '--gap_size', dest='gap_size', action='store', type="int", default=600, help='Gap size: needs to be multiples of window size. Namely if the window size is 200, the gap size should be 0, 200, 400, 600, ... .' ) - parser.add_option( '-o', '--error_cut_off', dest='error_cut_off', action='store', type="string", default="0.1", help='Error Cut off: FDR or E-value' ) #read as string to construct names properly - #outputs - parser.add_option( '', '--redundancy_removed_test_bed_output_file', dest='redundancy_removed_test_bed_output_file', action='store', type="string", default=None, help='test-1-removed.bed: redundancy_removed test bed file' ) - parser.add_option( '', '--redundancy_removed_control_bed_output_file', dest='redundancy_removed_control_bed_output_file', action='store', type="string", default=None, help='control-1-removed.bed: redundancy_removed control bed file' ) - parser.add_option( '', '--summary_graph_output_file', dest='summary_graph_output_file', action='store', type="string", default=None, help='test-W200.graph: summary graph file for test-1-removed.bed with window size 200, in bedGraph format.' ) - parser.add_option( '', '--test_normalized_wig_output_file', dest='test_normalized_wig_output_file', action='store', type="string", default=None, help='test-W200-normalized.wig: the above file normalized by library size per million and converted into wig format. This file can be uploaded to the UCSC genome browser' ) - parser.add_option( '', '--score_island_output_file', dest='score_island_output_file', action='store', type="string", default=None, help='test-W200-G600.scoreisland: an intermediate file for debugging usage.' ) - parser.add_option( '', '--islands_summary_output_file', dest='islands_summary_output_file', action='store', type="string", default=None, help='test-W200-G600-islands-summary: summary of all candidate islands with their statistical significance.' ) - parser.add_option( '', '--significant_islands_summary_output_file', dest='significant_islands_summary_output_file', action='store', type="string", default=None, help='test-W200-G600-islands-summary-FDR.01: summary file of significant islands with requirement of FDR=0.01.' ) - parser.add_option( '', '--significant_islands_output_file', dest='significant_islands_output_file', action='store', type="string", default=None, help='test-W200-G600-FDR.01-island.bed: delineation of significant islands in "chrom start end read-count-from-redundancy_removed-test.bed" format' ) - parser.add_option( '', '--island_filtered_output_file', dest='island_filtered_output_file', action='store', type="string", default=None, help='test-W200-G600-FDR.01-islandfiltered.bed: library of raw redundancy_removed reads on significant islands.' ) - parser.add_option( '', '--island_filtered_normalized_wig_output_file', dest='island_filtered_normalized_wig_output_file', action='store', type="string", default=None, help='test-W200-G600-FDR.01-islandfiltered-normalized.wig: wig file for the island-filtered redundancy_removed reads.' ) + parser.add_option('', '--stdout', dest='stdout', action='store', type="string", default=None, help='If specified, the output of stdout will be written to this file.') + parser.add_option('', '--fix_off_by_one_errors', dest='fix_off_by_one_errors', action='store_true', default=False, help='If specified, fix off-by-one errors in output files') + # inputs + parser.add_option('-b', '--bed_file', dest='bed_file', action='store', type="string", default=None, help='Input ChIP BED file.') + parser.add_option('-c', '--control_file', dest='control_file', action='store', type="string", default=None, help='Input control BED file.') + parser.add_option('-d', '--dbkey', dest='dbkey', action='store', type="string", default=None, help='Input dbkey.') + parser.add_option('-r', '--redundancy_threshold', dest='redundancy_threshold', action='store', type="int", default=1, help='Redundancy Threshold: The number of copies of identical reads allowed in a library.') + parser.add_option('-w', '--window_size', dest='window_size', action='store', type="int", default=200, help='Window size: resolution of SICER algorithm. For histone modifications, one can use 200 bp') + parser.add_option('-f', '--fragment_size', dest='fragment_size', action='store', type="int", default=150, help='Fragment size: is for determination of the amount of shift from the beginning of a read to the center of the DNA fragment represented by the read. FRAGMENT_SIZE=150 means the shift is 75.') + parser.add_option('-e', '--effective_genome_fraction', dest='effective_genome_fraction', action='store', type="float", default=0.74, help='Effective genome fraction: Effective Genome as fraction of the genome size. It depends on read length.') + parser.add_option('-g', '--gap_size', dest='gap_size', action='store', type="int", default=600, help='Gap size: needs to be multiples of window size. Namely if the window size is 200, the gap size should be 0, 200, 400, 600, ... .') + parser.add_option('-o', '--error_cut_off', dest='error_cut_off', action='store', type="string", default="0.1", help='Error Cut off: FDR or E-value') # read as string to construct names properly + # outputs + parser.add_option('', '--redundancy_removed_test_bed_output_file', dest='redundancy_removed_test_bed_output_file', action='store', type="string", default=None, help='test-1-removed.bed: redundancy_removed test bed file') + parser.add_option('', '--redundancy_removed_control_bed_output_file', dest='redundancy_removed_control_bed_output_file', action='store', type="string", default=None, help='control-1-removed.bed: redundancy_removed control bed file') + parser.add_option('', '--summary_graph_output_file', dest='summary_graph_output_file', action='store', type="string", default=None, help='test-W200.graph: summary graph file for test-1-removed.bed with window size 200, in bedGraph format.') + parser.add_option('', '--test_normalized_wig_output_file', dest='test_normalized_wig_output_file', action='store', type="string", default=None, help='test-W200-normalized.wig: the above file normalized by library size per million and converted into wig format. This file can be uploaded to the UCSC genome browser') + parser.add_option('', '--score_island_output_file', dest='score_island_output_file', action='store', type="string", default=None, help='test-W200-G600.scoreisland: an intermediate file for debugging usage.') + parser.add_option('', '--islands_summary_output_file', dest='islands_summary_output_file', action='store', type="string", default=None, help='test-W200-G600-islands-summary: summary of all candidate islands with their statistical significance.') + parser.add_option('', '--significant_islands_summary_output_file', dest='significant_islands_summary_output_file', action='store', type="string", default=None, help='test-W200-G600-islands-summary-FDR.01: summary file of significant islands with requirement of FDR=0.01.') + parser.add_option('', '--significant_islands_output_file', dest='significant_islands_output_file', action='store', type="string", default=None, help='test-W200-G600-FDR.01-island.bed: delineation of significant islands in "chrom start end read-count-from-redundancy_removed-test.bed" format') + parser.add_option('', '--island_filtered_output_file', dest='island_filtered_output_file', action='store', type="string", default=None, help='test-W200-G600-FDR.01-islandfiltered.bed: library of raw redundancy_removed reads on significant islands.') + parser.add_option('', '--island_filtered_normalized_wig_output_file', dest='island_filtered_normalized_wig_output_file', action='store', type="string", default=None, help='test-W200-G600-FDR.01-islandfiltered-normalized.wig: wig file for the island-filtered redundancy_removed reads.') (options, args) = parser.parse_args() - - #check if valid build - assert options.dbkey in VALID_BUILDS, ValueError( "The specified build ('%s') is not available for this tool." % options.dbkey ) - - #everything will occur in this temp directory + + # check if valid build + assert options.dbkey in VALID_BUILDS, ValueError("The specified build ('%s') is not available for this tool." % options.dbkey) + + # everything will occur in this temp directory tmp_dir = tempfile.mkdtemp() - - #link input files into tmp_dir and build command line + + # link input files into tmp_dir and build command line bed_base_filename = 'input_bed_file' bed_filename = '%s.bed' % bed_base_filename - os.symlink( options.bed_file, os.path.join( tmp_dir, bed_filename ) ) + os.symlink(options.bed_file, os.path.join(tmp_dir, bed_filename)) if options.control_file is not None: cmd = "SICER.sh" else: cmd = "SICER-rb.sh" - cmd = '%s "%s" "%s"' % ( cmd, tmp_dir, bed_filename ) + cmd = '%s "%s" "%s"' % (cmd, tmp_dir, bed_filename) if options.control_file is not None: control_base_filename = 'input_control_file' control_filename = '%s.bed' % control_base_filename - os.symlink( options.control_file, os.path.join( tmp_dir, control_filename ) ) - cmd = '%s "%s"' % ( cmd, control_filename ) - cmd = '%s "%s" "%s" "%i" "%i" "%i" "%f" "%i" "%s"' % ( cmd, tmp_dir, options.dbkey, options.redundancy_threshold, options.window_size, options.fragment_size, options.effective_genome_fraction, options.gap_size, options.error_cut_off ) - - #set up stdout and stderr output options - stdout = open_file_from_option( options.stdout, mode = 'wb' ) - stderr = open_file_from_option( options.stderr, mode = 'wb' ) - #if no stderr file is specified, we'll use our own - if stderr is None: - stderr = tempfile.NamedTemporaryFile( dir=tmp_dir ) - stderr.close() - stderr = open( stderr.name, 'w+b' ) - - proc = subprocess.Popen( args=cmd, stdout=stdout, stderr=stderr, shell=True, cwd=tmp_dir ) - return_code = proc.wait() - - if return_code: - stderr_target = sys.stderr - else: - stderr_target = stdout #sys.stdout - stderr_target.write( "\nAdditionally, these warnings were reported:\n" ) - stderr.flush() - stderr.seek(0) - while True: - chunk = stderr.read( CHUNK_SIZE ) - if chunk: - stderr_target.write( chunk ) + os.symlink(options.control_file, os.path.join(tmp_dir, control_filename)) + cmd = '%s "%s"' % (cmd, control_filename) + cmd = '%s "%s" "%s" "%i" "%i" "%i" "%f" "%i" "%s"' % (cmd, tmp_dir, options.dbkey, options.redundancy_threshold, options.window_size, options.fragment_size, options.effective_genome_fraction, options.gap_size, options.error_cut_off) + + # set up stdout and stderr output options + stdout = open_file_from_option(options.stdout, mode='wb') + with tempfile.NamedTemporaryFile(dir=tmp_dir) as stderr: + return_code = subprocess.call(args=cmd, stdout=stdout, stderr=stderr, shell=True, cwd=tmp_dir) + + if return_code: + try: + stderr_target = sys.stderr.buffer + except AttributeError: + # Python 2 + stderr_target = sys.stderr else: - break - stderr.close() - + stderr_target = stdout + stderr_target.write("\nAdditionally, these warnings were reported:\n") + stderr.flush() + stderr.seek(0) + while True: + chunk = stderr.read(CHUNK_SIZE) + if chunk: + stderr_target.write(chunk) + else: + break + if return_code: + cleanup_before_exit(tmp_dir) + raise Exception("Error running: %s" % cmd) + try: - #move files to where they belong - shutil.move( os.path.join( tmp_dir,'%s-%i-removed.bed' % ( bed_base_filename, options.redundancy_threshold ) ), options.redundancy_removed_test_bed_output_file ) - shutil.move( os.path.join( tmp_dir,'%s-W%i.graph' % ( bed_base_filename, options.window_size ) ), options.summary_graph_output_file ) - if options.fix_off_by_one_errors: add_one_to_file_column( options.summary_graph_output_file, 2 ) - shutil.move( os.path.join( tmp_dir,'%s-W%i-normalized.wig' % ( bed_base_filename, options.window_size ) ), options.test_normalized_wig_output_file ) + # move files to where they belong + shutil.move(os.path.join(tmp_dir, '%s-%i-removed.bed' % (bed_base_filename, options.redundancy_threshold)), options.redundancy_removed_test_bed_output_file) + shutil.move(os.path.join(tmp_dir, '%s-W%i.graph' % (bed_base_filename, options.window_size)), options.summary_graph_output_file) + if options.fix_off_by_one_errors: + add_one_to_file_column(options.summary_graph_output_file, 2) + shutil.move(os.path.join(tmp_dir, '%s-W%i-normalized.wig' % (bed_base_filename, options.window_size)), options.test_normalized_wig_output_file) if options.control_file is not None: - shutil.move( os.path.join( tmp_dir,'%s-%i-removed.bed' % ( control_base_filename, options.redundancy_threshold ) ), options.redundancy_removed_control_bed_output_file ) - shutil.move( os.path.join( tmp_dir,'%s-W%i-G%i.scoreisland' % ( bed_base_filename, options.window_size, options.gap_size ) ), options.score_island_output_file ) - if options.fix_off_by_one_errors: add_one_to_file_column( options.score_island_output_file, 2 ) - shutil.move( os.path.join( tmp_dir,'%s-W%i-G%i-islands-summary' % ( bed_base_filename, options.window_size, options.gap_size ) ), options.islands_summary_output_file ) - if options.fix_off_by_one_errors: add_one_to_file_column( options.islands_summary_output_file, 2 ) - shutil.move( os.path.join( tmp_dir,'%s-W%i-G%i-islands-summary-FDR%s' % ( bed_base_filename, options.window_size, options.gap_size, options.error_cut_off ) ), options.significant_islands_summary_output_file ) - if options.fix_off_by_one_errors: add_one_to_file_column( options.significant_islands_summary_output_file, 2 ) - shutil.move( os.path.join( tmp_dir,'%s-W%i-G%i-FDR%s-island.bed' % ( bed_base_filename, options.window_size, options.gap_size, options.error_cut_off ) ), options.significant_islands_output_file ) - if options.fix_off_by_one_errors: add_one_to_file_column( options.significant_islands_output_file, 2 ) - shutil.move( os.path.join( tmp_dir,'%s-W%i-G%i-FDR%s-islandfiltered.bed' % ( bed_base_filename, options.window_size, options.gap_size, options.error_cut_off ) ), options.island_filtered_output_file ) - shutil.move( os.path.join( tmp_dir,'%s-W%i-G%i-FDR%s-islandfiltered-normalized.wig' % ( bed_base_filename, options.window_size, options.gap_size, options.error_cut_off ) ), options.island_filtered_normalized_wig_output_file ) + shutil.move(os.path.join(tmp_dir, '%s-%i-removed.bed' % (control_base_filename, options.redundancy_threshold)), options.redundancy_removed_control_bed_output_file) + shutil.move(os.path.join(tmp_dir, '%s-W%i-G%i.scoreisland' % (bed_base_filename, options.window_size, options.gap_size)), options.score_island_output_file) + if options.fix_off_by_one_errors: + add_one_to_file_column(options.score_island_output_file, 2) + shutil.move(os.path.join(tmp_dir, '%s-W%i-G%i-islands-summary' % (bed_base_filename, options.window_size, options.gap_size)), options.islands_summary_output_file) + if options.fix_off_by_one_errors: + add_one_to_file_column(options.islands_summary_output_file, 2) + shutil.move(os.path.join(tmp_dir, '%s-W%i-G%i-islands-summary-FDR%s' % (bed_base_filename, options.window_size, options.gap_size, options.error_cut_off)), options.significant_islands_summary_output_file) + if options.fix_off_by_one_errors: + add_one_to_file_column(options.significant_islands_summary_output_file, 2) + shutil.move(os.path.join(tmp_dir, '%s-W%i-G%i-FDR%s-island.bed' % (bed_base_filename, options.window_size, options.gap_size, options.error_cut_off)), options.significant_islands_output_file) + if options.fix_off_by_one_errors: + add_one_to_file_column(options.significant_islands_output_file, 2) + shutil.move(os.path.join(tmp_dir, '%s-W%i-G%i-FDR%s-islandfiltered.bed' % (bed_base_filename, options.window_size, options.gap_size, options.error_cut_off)), options.island_filtered_output_file) + shutil.move(os.path.join(tmp_dir, '%s-W%i-G%i-FDR%s-islandfiltered-normalized.wig' % (bed_base_filename, options.window_size, options.gap_size, options.error_cut_off)), options.island_filtered_normalized_wig_output_file) else: - shutil.move( os.path.join( tmp_dir,'%s-W%i-G%i-E%s.scoreisland' % ( bed_base_filename, options.window_size, options.gap_size, options.error_cut_off ) ), options.score_island_output_file ) - if options.fix_off_by_one_errors: add_one_to_file_column( options.score_island_output_file, 2 ) - shutil.move( os.path.join( tmp_dir,'%s-W%i-G%i-E%s-islandfiltered.bed' % ( bed_base_filename, options.window_size, options.gap_size, options.error_cut_off ) ), options.island_filtered_output_file ) - shutil.move( os.path.join( tmp_dir,'%s-W%i-G%i-E%s-islandfiltered-normalized.wig' % ( bed_base_filename, options.window_size, options.gap_size, options.error_cut_off ) ), options.island_filtered_normalized_wig_output_file ) - except Exception, e: - raise e + shutil.move(os.path.join(tmp_dir, '%s-W%i-G%i-E%s.scoreisland' % (bed_base_filename, options.window_size, options.gap_size, options.error_cut_off)), options.score_island_output_file) + if options.fix_off_by_one_errors: + add_one_to_file_column(options.score_island_output_file, 2) + shutil.move(os.path.join(tmp_dir, '%s-W%i-G%i-E%s-islandfiltered.bed' % (bed_base_filename, options.window_size, options.gap_size, options.error_cut_off)), options.island_filtered_output_file) + shutil.move(os.path.join(tmp_dir, '%s-W%i-G%i-E%s-islandfiltered-normalized.wig' % (bed_base_filename, options.window_size, options.gap_size, options.error_cut_off)), options.island_filtered_normalized_wig_output_file) finally: - cleanup_before_exit( tmp_dir ) + cleanup_before_exit(tmp_dir) + -if __name__=="__main__": __main__() +if __name__ == "__main__": + __main__() diff -r 74c9214cc8e6 -r 5c2cc3b58c7d sicer_wrapper.xml --- a/sicer_wrapper.xml Wed Oct 24 11:31:03 2018 -0400 +++ b/sicer_wrapper.xml Wed Oct 28 23:36:25 2020 +0000 @@ -1,155 +1,159 @@ - - Statistical approach for the Identification of ChIP-Enriched Regions - sicer_wrapper.py - --bed_file '${input_bed_file}' - #if str( $input_control_file ) != 'None': - --control_file '${input_control_file}' - --significant_islands_output_file "${significant_islands_output_file}" - --islands_summary_output_file "${islands_summary_output_file}" - --significant_islands_summary_output_file "${significant_islands_summary_output_file}" - #end if - ${fix_off_by_one_errors} - --dbkey '${input_bed_file.dbkey}' - --redundancy_threshold '${redundancy_threshold}' - --window_size '${window_size}' - --fragment_size '${fragment_size}' - --effective_genome_fraction '${effective_genome_fraction}' - --gap_size '${gap_size}' - --error_cut_off '${error_cut_off}' - ##output files - --stdout "${output_log_file}" - --redundancy_removed_test_bed_output_file "${redundancy_removed_test_bed_output_file}" - --redundancy_removed_control_bed_output_file "${redundancy_removed_control_bed_output_file}" - --score_island_output_file "${score_island_output_file}" - --summary_graph_output_file "${summary_graph_output_file}" - --test_normalized_wig_output_file "${test_normalized_wig_output_file}" - --island_filtered_output_file "${island_filtered_output_file}" - --island_filtered_normalized_wig_output_file "${island_filtered_normalized_wig_output_file}" - - - SICER - - - - value is not None and value.dbkey in [ 'mm8', 'mm9', 'hg18', 'hg19', 'dm2', 'dm3', 'sacCer1', 'pombe', 'rn4', 'tair8' ] - - - - - - - - - - - - - - - - - - input_control_file is not None - - - - - input_control_file is not None - - - - - - input_control_file is not None - - - input_control_file is not None - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - + + Statistical approach for the Identification of ChIP-Enriched Regions + + 1.1 + + + SICER + + + + + value is not None and value.dbkey in ['mm8', 'mm9', 'hg18', 'hg19', 'dm2', 'dm3', 'sacCer1', 'pombe', 'rn4', 'tair8'] + + + + + + + + + + + + + + + + + + input_control_file is not None + + + + + input_control_file is not None + + + + + + input_control_file is not None + + + input_control_file is not None + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + - - 10.1093/bioinformatics/btp340 - + ]]> + + 10.1093/bioinformatics/btp340 +