galaxy-dev September 2008

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63 discussions

[hg] galaxy 1516: Update to latest gmaj.
by greg＠scofield.bx.psu.edu 22 Sep '08

22 Sep '08

details: http://www.bx.psu.edu/hg/galaxy/rev/f1da9b95549b changeset: 1516:f1da9b95549b user: Dan Blankenberg <dan(a)bx.psu.edu> date: Thu Sep 18 15:24:51 2008 -0400 description: Update to latest gmaj. 1 file(s) affected in this change: static/gmaj/gmaj.jar diffs (2 lines): diff -r 280e8b68f845 -r f1da9b95549b static/gmaj/gmaj.jar Binary file static/gmaj/gmaj.jar has changed

1 0

[hg] galaxy 1517: update shrimp_wrapper.
by greg＠scofield.bx.psu.edu 22 Sep '08

22 Sep '08

details: http://www.bx.psu.edu/hg/galaxy/rev/1d326855ba89 changeset: 1517:1d326855ba89 user: wychung date: Thu Sep 18 15:41:23 2008 -0400 description: update shrimp_wrapper. 2 file(s) affected in this change: tools/metag_tools/shrimp_wrapper.py tools/metag_tools/shrimp_wrapper.xml diffs (621 lines): diff -r f1da9b95549b -r 1d326855ba89 tools/metag_tools/shrimp_wrapper.py --- a/tools/metag_tools/shrimp_wrapper.py Thu Sep 18 15:24:51 2008 -0400 +++ b/tools/metag_tools/shrimp_wrapper.py Thu Sep 18 15:41:23 2008 -0400 @@ -61,17 +61,13 @@ reversed_s.reverse() return "".join(reversed_s) -def generate_sub_table(result_file, ref_file, score_files, table_outfile, hit_per_read): +def generate_sub_table(result_file, ref_file, score_files, table_outfile, hit_per_read, insertion_size): - """ - TODO: the cross-over error has not been addressed yet. - """ + invalid_editstring_char = 0 - insertion_size = 600 + all_score_file = score_files.split(',') - all_score_file = score_files.split('&') - - if len(all_score_file) != hit_per_read: stop_err('Un-equal number of files!') + if len(all_score_file) != hit_per_read: stop_err('One or more query files is missing. Please check your dataset.') temp_table_name = tempfile.NamedTemporaryFile().name temp_table = open(temp_table_name, 'w') @@ -178,7 +174,7 @@ hits_score[readname] = {} hits_score[readname][endindex] = score - # mutation call to all mappings + # call to all mappings for readkey in hits.keys(): if len(hits[readkey]) != hit_per_read: continue @@ -211,6 +207,7 @@ match_count += 1 if match_count == 1: + for x, end_data in enumerate(matches[0]): end_strand, end_editstring, end_chr_start, end_chr_end, end_read_start, end_chrom = end_data @@ -226,20 +223,26 @@ gap_read = 0 while editindex < len(end_editstring): + editchr = end_editstring[editindex] chrA = '' chrB = '' locIndex = [] + if editchr.isdigit(): editcode = '' + while editchr.isdigit() and editindex < len(end_editstring): editcode += editchr editindex += 1 if editindex < len(end_editstring): editchr = end_editstring[editindex] + for baseIndex in range(int(editcode)): chrA += refsegment[match_len+baseIndex] chrB = chrA + match_len += int(editcode) + elif editchr == 'x': # crossover: inserted between the appropriate two bases # Two sequencing errors: 4x15x6 (25 matches with 2 crossovers) @@ -263,18 +266,21 @@ elif editchr == '(': editcode = '' + while editchr != ')' and editindex < len(end_editstring): if editindex < len(end_editstring): editchr = end_editstring[editindex] editcode += editchr editindex += 1 + editcode = editcode[1:-1] chrA = '-'*len(editcode) chrB = editcode else: - print 'Warning! Unknown symbols', editchr - + invalid_editstring_char += 1 + if end_strand == '-': + chrA = reverse_complement(chrA) chrB = reverse_complement(chrB) @@ -288,9 +294,12 @@ chrBx = chrB[mappingIndex] if chrAx and chrBx and chrBx.upper() != 'N': + if end_strand == '+': + chrom_loc = end_chr_start+match_len-len(chrA)+mappingIndex read_loc = end_read_start+match_len-len(chrA)+mappingIndex-gap_read + if chrAx == '-': chrom_loc -= 1 if chrBx == '-': @@ -300,9 +309,12 @@ # 1-based on chrom_loc and read_loc pos_line = pos_line + '\t'.join([end_chrom, str(chrom_loc+1), readkey+'/'+str(x+1), str(read_loc+1), chrAx, chrBx, scoreBx]) + '\n' + else: + chrom_loc = end_chr_end-match_len+mappingIndex read_loc = end_read_start+match_len-1-mappingIndex-gap_read + if chrAx == '-': chrom_loc -= 1 if chrBx == '-': @@ -314,11 +326,14 @@ rev_line = '\t'.join([end_chrom, str(chrom_loc+1), readkey+'/'+str(x+1), str(read_loc+1), chrAx, chrBx, scoreBx]) +'\n' + rev_line if chrom_cov.has_key(end_chrom): + if chrom_cov[end_chrom].has_key(chrom_loc): chrom_cov[end_chrom][chrom_loc] += 1 else: chrom_cov[end_chrom][chrom_loc] = 1 + else: + chrom_cov[end_chrom] = {} chrom_cov[end_chrom][chrom_loc] = 1 @@ -329,6 +344,7 @@ # chrom-wide coverage for i, line in enumerate(open(temp_table_name)): + line = line.rstrip() if not line or line.startswith('#'): continue @@ -348,6 +364,9 @@ outfile.close() if os.path.exists(temp_table_name): os.remove(temp_table_name) + + if invalid_editstring_char: + print 'Skip ', invalid_editstring_char, ' invalid characters in editstrings' return True @@ -359,7 +378,7 @@ seq_title_startswith = '' qual_title_startswith = '' - default_coding_value = 64 + default_coding_value = 64 # Solexa ascii-code fastq_block_lines = 0 for i, line in enumerate( file( infile_name ) ): @@ -448,16 +467,63 @@ def __main__(): + # SHRiMP path + shrimp = 'rmapper-ls' + # I/O - type_of_reads = sys.argv[1] # single or paired - input_target = sys.argv[2] # fasta - shrimp_outfile = sys.argv[3] # shrimp output - table_outfile = sys.argv[4] # table output - - # SHRiMP parameters: total = 15 - # TODO: put threshold on each of these parameters - if len(sys.argv) == 21 or len(sys.argv) == 22: - spaced_seed = sys.argv[5] + input_target_file = sys.argv[1] # fasta + shrimp_outfile = sys.argv[2] # shrimp output + table_outfile = sys.argv[3] # table output + single_or_paired = sys.argv[4].split(',') + + insertion_size = 600 + + if len(single_or_paired) == 1: # single or paired + type_of_reads = 'single' + hit_per_read = 1 + input_query = single_or_paired[0] + query_fasta = tempfile.NamedTemporaryFile().name + query_qual = tempfile.NamedTemporaryFile().name + + else: # paired-end + type_of_reads = 'paired' + hit_per_read = 2 + input_query_end1 = single_or_paired[0] + input_query_end2 = single_or_paired[1] + insertion_size = int(single_or_paired[2]) + query_fasta_end1 = tempfile.NamedTemporaryFile().name + query_fasta_end2 = tempfile.NamedTemporaryFile().name + query_qual_end1 = tempfile.NamedTemporaryFile().name + query_qual_end2 = tempfile.NamedTemporaryFile().name + + # SHRiMP parameters: total = 15, default values + spaced_seed = '111111011111' + seed_matches_per_window = '2' + seed_hit_taboo_length = '4' + seed_generation_taboo_length = '0' + seed_window_length = '115.0' + max_hits_per_read = '100' + max_read_length = '1000' + kmer = '-1' + sw_match_value = '100' + sw_mismatch_value = '-150' + sw_gap_open_ref = '-400' + sw_gap_open_query = '-400' + sw_gap_ext_ref = '-70' + sw_gap_ext_query = '-70' + sw_hit_threshold = '68.0' + + # TODO: put the threshold on each of these parameters + if len(sys.argv) > 5: + + try: + if sys.argv[5].isdigit(): + spaced_seed = sys.argv[5] + else: + stop_err('Error in assigning parameter: Spaced seed.') + except: + stop_err('Spaced seed must be a combination of 1s and 0s.') + seed_matches_per_window = sys.argv[6] seed_hit_taboo_length = sys.argv[7] seed_generation_taboo_length = sys.argv[8] @@ -473,53 +539,6 @@ sw_gap_ext_query = sys.argv[18] sw_hit_threshold = sys.argv[19] - # Single-end parameters - if type_of_reads == 'single': - input_query = sys.argv[20] # single-end - hit_per_read = 1 - query_fasta = tempfile.NamedTemporaryFile().name - query_qual = tempfile.NamedTemporaryFile().name - else: # Paired-end parameters - input_query_end1 = sys.argv[20] # paired-end - input_query_end2 = sys.argv[21] - hit_per_read = 2 - query_fasta_end1 = tempfile.NamedTemporaryFile().name - query_fasta_end2 = tempfile.NamedTemporaryFile().name - query_qual_end1 = tempfile.NamedTemporaryFile().name - query_qual_end2 = tempfile.NamedTemporaryFile().name - else: - spaced_seed = '111111011111' - seed_matches_per_window = '2' - seed_hit_taboo_length = '4' - seed_generation_taboo_length = '0' - seed_window_length = '115.0' - max_hits_per_read = '100' - max_read_length = '1000' - kmer = '-1' - sw_match_value = '100' - sw_mismatch_value = '-150' - sw_gap_open_ref = '-400' - sw_gap_open_query = '-400' - sw_gap_ext_ref = '-70' - sw_gap_ext_query = '-70' - sw_hit_threshold = '68.0' - - # Single-end parameters - if type_of_reads == 'single': - input_query = sys.argv[5] # single-end - hit_per_read = 1 - query_fasta = tempfile.NamedTemporaryFile().name - query_qual = tempfile.NamedTemporaryFile().name - else: # Paired-end parameters - input_query_end1 = sys.argv[5] # paired-end - input_query_end2 = sys.argv[6] - hit_per_read = 2 - query_fasta_end1 = tempfile.NamedTemporaryFile().name - query_fasta_end2 = tempfile.NamedTemporaryFile().name - query_qual_end1 = tempfile.NamedTemporaryFile().name - query_qual_end2 = tempfile.NamedTemporaryFile().name - - # temp file for shrimp log file shrimp_log = tempfile.NamedTemporaryFile().name @@ -532,7 +551,7 @@ # SHRiMP command if type_of_reads == 'single': - command = ' '.join(['rmapper-ls', '-s', spaced_seed, '-n', seed_matches_per_window, '-t', seed_hit_taboo_length, '-9', seed_generation_taboo_length, '-w', seed_window_length, '-o', max_hits_per_read, '-r', max_read_length, '-d', kmer, '-m', sw_match_value, '-i', sw_mismatch_value, '-g', sw_gap_open_ref, '-q', sw_gap_open_query, '-e', sw_gap_ext_ref, '-f', sw_gap_ext_query, '-h', sw_hit_threshold, query_fasta, input_target, '>', shrimp_outfile, '2>', shrimp_log]) + command = ' '.join([shrimp, '-s', spaced_seed, '-n', seed_matches_per_window, '-t', seed_hit_taboo_length, '-9', seed_generation_taboo_length, '-w', seed_window_length, '-o', max_hits_per_read, '-r', max_read_length, '-d', kmer, '-m', sw_match_value, '-i', sw_mismatch_value, '-g', sw_gap_open_ref, '-q', sw_gap_open_query, '-e', sw_gap_ext_ref, '-f', sw_gap_ext_query, '-h', sw_hit_threshold, query_fasta, input_target_file, '>', shrimp_outfile, '2>', shrimp_log]) try: os.system(command) @@ -541,9 +560,9 @@ if os.path.exists(query_qual): os.remove(query_qual) stop_err(str(e)) - else: - command_end1 = ' '.join(['rmapper-ls', '-s', spaced_seed, '-n', seed_matches_per_window, '-t', seed_hit_taboo_length, '-9', seed_generation_taboo_length, '-w', seed_window_length, '-o', max_hits_per_read, '-r', max_read_length, '-d', kmer, '-m', sw_match_value, '-i', sw_mismatch_value, '-g', sw_gap_open_ref, '-q', sw_gap_open_query, '-e', sw_gap_ext_ref, '-f', sw_gap_ext_query, '-h', sw_hit_threshold, query_fasta_end1, input_target, '>', shrimp_outfile, '2>', shrimp_log]) - command_end2 = ' '.join(['rmapper-ls', '-s', spaced_seed, '-n', seed_matches_per_window, '-t', seed_hit_taboo_length, '-9', seed_generation_taboo_length, '-w', seed_window_length, '-o', max_hits_per_read, '-r', max_read_length, '-d', kmer, '-m', sw_match_value, '-i', sw_mismatch_value, '-g', sw_gap_open_ref, '-q', sw_gap_open_query, '-e', sw_gap_ext_ref, '-f', sw_gap_ext_query, '-h', sw_hit_threshold, query_fasta_end2, input_target, '>>', shrimp_outfile, '2>>', shrimp_log]) + else: # paired + command_end1 = ' '.join([shrimp, '-s', spaced_seed, '-n', seed_matches_per_window, '-t', seed_hit_taboo_length, '-9', seed_generation_taboo_length, '-w', seed_window_length, '-o', max_hits_per_read, '-r', max_read_length, '-d', kmer, '-m', sw_match_value, '-i', sw_mismatch_value, '-g', sw_gap_open_ref, '-q', sw_gap_open_query, '-e', sw_gap_ext_ref, '-f', sw_gap_ext_query, '-h', sw_hit_threshold, query_fasta_end1, input_target_file, '>', shrimp_outfile, '2>', shrimp_log]) + command_end2 = ' '.join([shrimp, '-s', spaced_seed, '-n', seed_matches_per_window, '-t', seed_hit_taboo_length, '-9', seed_generation_taboo_length, '-w', seed_window_length, '-o', max_hits_per_read, '-r', max_read_length, '-d', kmer, '-m', sw_match_value, '-i', sw_mismatch_value, '-g', sw_gap_open_ref, '-q', sw_gap_open_query, '-e', sw_gap_ext_ref, '-f', sw_gap_ext_query, '-h', sw_hit_threshold, query_fasta_end2, input_target_file, '>>', shrimp_outfile, '2>>', shrimp_log]) try: os.system(command_end1) @@ -557,9 +576,9 @@ # convert to table if type_of_reads == 'single': - return_value = generate_sub_table(shrimp_outfile, input_target, query_qual, table_outfile, hit_per_read) + return_value = generate_sub_table(shrimp_outfile, input_target_file, query_qual, table_outfile, hit_per_read, insertion_size) else: - return_value = generate_sub_table(shrimp_outfile, input_target, query_qual_end1+'&'+query_qual_end2, table_outfile, hit_per_read) + return_value = generate_sub_table(shrimp_outfile, input_target_file, query_qual_end1+','+query_qual_end2, table_outfile, hit_per_read, insertion_size) # remove temp. files if type_of_reads == 'single': diff -r f1da9b95549b -r 1d326855ba89 tools/metag_tools/shrimp_wrapper.xml --- a/tools/metag_tools/shrimp_wrapper.xml Thu Sep 18 15:24:51 2008 -0400 +++ b/tools/metag_tools/shrimp_wrapper.xml Thu Sep 18 15:41:23 2008 -0400 @@ -1,50 +1,51 @@ <tool id="shrimp_wrapper" name="SHRiMP" version="1.0.0"> <description>SHort Read Mapping Package</description> <command interpreter="python"> - #if ($type_of_reads.single_or_paired=="single" and $param.skip_or_full=="skip"):#shrimp_wrapper.py $type_of_reads.single_or_paired $input_target $output1 $output2 $input_query - #elif ($type_of_reads.single_or_paired=="paired" and $param.skip_or_full=="skip"):#shrimp_wrapper.py $type_of_reads.single_or_paired $input_target $output1 $output2 ${type_of_reads.input1} ${type_of_reads.input2} - #elif ($type_of_reads.single_or_paired=="single" and $param.skip_or_full=="full"):#shrimp_wrapper.py $type_of_reads.single_or_paired $input_target $output1 $output2 $param.spaced_seed $param.seed_matches_per_window $param.seed_hit_taboo_length $param.seed_generation_taboo_length $param.seed_window_length $param.max_hits_per_read $param.max_read_length $param.kmer $param.sw_match_value $param.sw_mismatch_value $param.sw_gap_open_ref $param.sw_gap_open_query $param.sw_gap_ext_ref $param.sw_gap_ext_query $param.sw_hit_threshold $input_query - #elif ($type_of_reads.single_or_paired=="paired" and $param.skip_or_full=="full"):#shrimp_wrapper.py $type_of_reads.single_or_paired $input_target $output1 $output2 $param.spaced_seed $param.seed_matches_per_window $param.seed_hit_taboo_length $param.seed_generation_taboo_length $param.seed_window_length $param.max_hits_per_read $param.max_read_length $param.kmer $param.sw_match_value $param.sw_mismatch_value $param.sw_gap_open_ref $param.sw_gap_open_query $param.sw_gap_ext_ref $param.sw_gap_ext_query $param.sw_hit_threshold ${type_of_reads.input1} ${type_of_reads.input2} + #if ($type_of_reads.single_or_paired=="single" and $param.skip_or_full=="skip"):#shrimp_wrapper.py $input_target $output1 $output2 $input_query + #elif ($type_of_reads.single_or_paired=="paired" and $param.skip_or_full=="skip"):#shrimp_wrapper.py $input_target $output1 $output2 $type_of_reads.input1,$type_of_reads.input2,$type_of_reads.insertion_size + #elif ($type_of_reads.single_or_paired=="single" and $param.skip_or_full=="full"):#shrimp_wrapper.py $input_target $output1 $output2 $input_query $param.spaced_seed $param.seed_matches_per_window $param.seed_hit_taboo_length $param.seed_generation_taboo_length $param.seed_window_length $param.max_hits_per_read $param.max_read_length $param.kmer $param.sw_match_value $param.sw_mismatch_value $param.sw_gap_open_ref $param.sw_gap_open_query $param.sw_gap_ext_ref $param.sw_gap_ext_query $param.sw_hit_threshold + #elif ($type_of_reads.single_or_paired=="paired" and $param.skip_or_full=="full"):#shrimp_wrapper.py $input_target $output1 $output2 $type_of_reads.input1,$type_of_reads.input2,$type_of_reads.insertion_size $param.spaced_seed $param.seed_matches_per_window $param.seed_hit_taboo_length $param.seed_generation_taboo_length $param.seed_window_length $param.max_hits_per_read $param.max_read_length $param.kmer $param.sw_match_value $param.sw_mismatch_value $param.sw_gap_open_ref $param.sw_gap_open_query $param.sw_gap_ext_ref $param.sw_gap_ext_query $param.sw_hit_threshold #end if </command> <inputs> <page> - <param name="input_target" type="data" format="fasta" label="Reference sequence" /> <conditional name="type_of_reads"> <param name="single_or_paired" type="select" label="Single- or Paired-ends"> <option value="single">Single-end</option> <option value="paired">Paired-end</option> </param> <when value="single"> - <param name="input_query" type="data" format="fastqsolexa" label="Sequence file" /> + <param name="input_query" type="data" format="fastqsolexa" label="Align sequencing reads" /> </when> <when value="paired"> - <param name="input1" type="data" format="fastqsolexa" label="One end" /> - <param name="input2" type="data" format="fastqsolexa" label="The other end" /> + <param name="insertion_size" type="integer" size="5" value="600" label="Insertion length between two ends" help="bp" /> + <param name="input1" type="data" format="fastqsolexa" label="Align sequencing reads, one end" /> + <param name="input2" type="data" format="fastqsolexa" label="and the other end" /> </when> </conditional> + <param name="input_target" type="data" format="fasta" label="against reference" /> <conditional name="param"> - <param name="skip_or_full" type="select" label="SHRiMP parameter selection"> - <option value="skip">Default setting</option> - <option value="full">Full list</option> + <param name="skip_or_full" type="select" label="SHRiMP settings to use" help="For most mapping needs use Commonly used settings. If you want full control use Full List"> + <option value="skip">Commonly used</option> + <option value="full">Full Parameter List</option> </param> <when value="skip" /> <when value="full"> - <param name="spaced_seed" type="text" size="30" value="111111011111" label="Spaced Seed" /> - <param name="seed_matches_per_window" type="integer" size="5" value="2" label="Seed Matches per Window" /> - <param name="seed_hit_taboo_length" type="integer" size="5" value="4" label="Seed Hit Taboo Length" /> - <param name="seed_generation_taboo_length" type="integer" size="5" value="0" label="Seed Generation Taboo Length" /> - <param name="seed_window_length" type="float" size="10" value="115.0" label="Seed Window Length" help="in percentage"/> - <param name="max_hits_per_read" type="integer" size="10" value="100" label="Maximum Hits per Read" /> - <param name="max_read_length" type="integer" size="10" value="1000" label="Maximum Read Length" /> - <param name="kmer" type="integer" size="10" value="-1" label="Kmer Std. Deviation Limit" help="-1 as None"/> - <param name="sw_match_value" type="integer" size="10" value="100" label="S-W Match Value" /> - <param name="sw_mismatch_value" type="integer" size="10" value="-150" label="S-W Mismatch Value" /> - <param name="sw_gap_open_ref" type="integer" size="10" value="-400" label="S-W Gap Open Penalty (Reference)" /> - <param name="sw_gap_open_query" type="integer" size="10" value="-400" label="S-W Gap Open Penalty (Query)" /> - <param name="sw_gap_ext_ref" type="integer" size="10" value="-70" label="S-W Gap Extend Penalty (Reference)" /> - <param name="sw_gap_ext_query" type="integer" size="10" value="-70" label="S-W Gap Extend Penalty (Query)" /> - <param name="sw_hit_threshold" type="float" size="10" value="68.0" label="S-W Hit Threshold" help="in percentage"/> + <param name="spaced_seed" type="text" size="30" value="111111011111" label="Spaced Seed" /> + <param name="seed_matches_per_window" type="integer" size="5" value="2" label="Seed Matches per Window" /> + <param name="seed_hit_taboo_length" type="integer" size="5" value="4" label="Seed Hit Taboo Length" /> + <param name="seed_generation_taboo_length" type="integer" size="5" value="0" label="Seed Generation Taboo Length" /> + <param name="seed_window_length" type="float" size="10" value="115.0" label="Seed Window Length" help="in percentage"/> + <param name="max_hits_per_read" type="integer" size="10" value="100" label="Maximum Hits per Read" /> + <param name="max_read_length" type="integer" size="10" value="1000" label="Maximum Read Length" /> + <param name="kmer" type="integer" size="10" value="-1" label="Kmer Std. Deviation Limit" help="-1 as None"/> + <param name="sw_match_value" type="integer" size="10" value="100" label="S-W Match Value" /> + <param name="sw_mismatch_value" type="integer" size="10" value="-150" label="S-W Mismatch Value" /> + <param name="sw_gap_open_ref" type="integer" size="10" value="-400" label="S-W Gap Open Penalty (Reference)" /> + <param name="sw_gap_open_query" type="integer" size="10" value="-400" label="S-W Gap Open Penalty (Query)" /> + <param name="sw_gap_ext_ref" type="integer" size="10" value="-70" label="S-W Gap Extend Penalty (Reference)" /> + <param name="sw_gap_ext_query" type="integer" size="10" value="-70" label="S-W Gap Extend Penalty (Query)" /> + <param name="sw_hit_threshold" type="float" size="10" value="68.0" label="S-W Hit Threshold" help="in percentage"/> </when> </conditional> </page> @@ -54,7 +55,7 @@ <data name="output2" format="tabular"/> </outputs> <requirements> - <requirement type="binary">SHRiMP_rmapper</requirement> + <requirement type="binary">rmapper-ls</requirement> </requirements> <tests> <test> @@ -64,13 +65,14 @@ <param name="input_query" value="shrimp_wrapper_test1.fastq" ftype="fastqsolexa"/> <output name="output1" file="shrimp_wrapper_test1.out1" /> </test> -  @@ -124,67 +127,146 @@ .. class:: warningmark -Only nucleotide sequences as query. +Please note that only **nucleotide** sequences (letter-space) can be used as query. ----- **What it does** -Run SHRiMP on letter-space reads. - +SHRiMP (SHort Read Mapping Package) is a software package for aligning genomic reads against a target genome. + +This wrapper post-processes the default SHRiMP/rmapper-ls output and generates a table with all information from reads and reference for the mapping. The tool takes single- or paired-end reads. For single-end reads, only uniquely mapped alignment is considered. In paired-end reads, only pairs that meet the following criteria will be used to generate the table: 1). the ends fall within the insertion size; 2). the ends are mapped at the opposite directions. If there are still multiple mappings after applying the criteria, this paired-end read will be discarded. + + ----- - -**Example** - -- Input a multiple-fastq file like the following:: + +**Input formats** + +A multiple-fastq file, for example:: @seq1 TACCCGATTTTTTGCTTTCCACTTTATCCTACCCTT - +seq2 + +seq1 hhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhh -- Use default settings (for detail explanations, please see **Parameters** section) - -- Search against your own uploaded file, result will be in the following format:: - - +-------+-------+--------+----------+----------+---------+--------+--------+-------+------------+ - | id | chrom | strand | t.start | t.end | q.start | q.end | length | score | editstring | - +-------+-------+--------+----------+----------+---------+--------+--------+-------+------------+ - | >seq1 | chrMT | + | 14712 | 14747 | 1 | 36 | 36 | 3350 | 24T11 | - +-------+-------+--------+----------+----------+---------+--------+--------+-------+------------+ - -- The result will be formatted Table:: - - +-------+---------+---------+----------+---------+----------+---------+----------+ - | chrom | ref_loc | read_id | read_loc | ref_nuc | read_nuc | quality | coverage | - +-------+---------+---------+----------+---------+----------+---------+----------+ - | chrMT | 14711 | seq1 | 0 | T | T | 40 | 1 | - | chrMT | 14712 | seq1 | 1 | A | A | 40 | 1 | - | chrMT | 14713 | seq1 | 2 | C | C | 40 | 1 | - +-------+---------+---------+----------+---------+----------+---------+----------+ ----- -**Parameters** +**Outputs** -Parameter list with default value settings:: +The tool gives two outputs. + +**Table output** + +Table output contains 8 columns:: + + 1 2 3 4 5 6 7 8 + ---------------------------------------------------- + chrM 14711 seq1 0 T A 40 1 + chrM 14712 seq1 1 T T 40 1 + +where:: + + 1. (chrM) - Reference sequence id + 2. (14711) - Position of the mapping in the reference + 3. (seq1) - Read id + 4. (0) - Position of the mapping in the read + 5. (T) - Nucleotide in the reference + 6. (A) - Nucleotide in the read + 7. (40) - Quality score for the nucleotide in the position of the read + 8. (1) - The number of times this position is covered by reads + + +**SHRiMP output** + +This is the default output from SHRiMP/rmapper-ls:: + + 1 2 3 4 5 6 7 8 9 10 + ------------------------------------------------------------------- + seq1 chrM + 3644 3679 1 36 36 3600 36 + +where:: + + 1. (seq1) - Read id + 2. (chrM) - Reference sequence id + 3. (+) - Strand of the read + 4. (3466) - Start position of the alignment in the reference + 5. (3679) - End position of the alignment in the reference + 6. (1) - Start position of the alignment in the read + 7. (36) - End position of the alignment in the read + 8. (36) - Length of the read + 9. (3600) - Score + 10. (36) - Edit string + + +----- + +**SHRiMP parameter list** + +The commonly used parameters with default value setting:: -s Spaced Seed (default: 111111011111) + The spaced seed is a single contiguous string of 0's and 1's. + 0's represent wildcards, or positions which will always be + considered as matching, whereas 1's dictate positions that + must match. A string of all 1's will result in a simple kmer scan. -n Seed Matches per Window (default: 2) + The number of seed matches per window dictates how many seeds + must match within some window length of the genome before that + region is considered for Smith-Waterman alignment. A lower + value will increase sensitivity while drastically increasing + running time. Higher values will have the opposite effect. -t Seed Hit Taboo Length (default: 4) + The seed taboo length specifies how many target genome bases + or colours must exist prior to a previous seed match in order + to count another seed match as a hit. -9 Seed Generation Taboo Length (default: 0) + -w Seed Window Length (default: 115.00%) + This parameter specifies the genomic span in bases (or colours) + in which *seed_matches_per_window* must exist before the read + is given consideration by the Simth-Waterman alignment machinery. -o Maximum Hits per Read (default: 100) + This parameter specifies how many hits to remember for each read. + If more hits are encountered, ones with lower scores are dropped + to make room. -r Maximum Read Length (default: 1000) + This parameter specifies the maximum length of reads that will + be encountered in the dataset. If larger reads than the default + are used, an appropriate value must be passed to *rmapper*. -d Kmer Std. Deviation Limit (default: -1 [None]) + This option permits pruning read kmers, which occur with + frequencies greater than *kmer_std_dev_limit* standard + deviations above the average. This can shorten running + time at the cost of some sensitivity. + *Note*: A negative value disables this option. + -m S-W Match Value (default: 100) + The value applied to matches during the Smith-Waterman score calculation. + -i S-W Mismatch Value (default: -150) + The value applied to mismatches during the Smith-Waterman + score calculation. + -g S-W Gap Open Penalty (Reference) (default: -400) + The value applied to gap opens along the reference sequence + during the Smith-Waterman score calculation. + *Note*: Note that for backward compatibility, if -g is set + and -q is not set, the gap open penalty for the query will + be set to the same value as specified for the reference. + -q S-W Gap Open Penalty (Query) (default: -400) + The value applied to gap opens along the query sequence during + the Smith-Waterman score calculation. + -e S-W Gap Extend Penalty (Reference) (default: -70) + The value applied to gap extends during the Smith-Waterman score calculation. + *Note*: Note that for backward compatibility, if -e is set + and -f is not set, the gap exten penalty for the query will + be set to the same value as specified for the reference. + -f S-W Gap Extend Penalty (Query) (default: -70) + The value applied to gap extends during the Smith-Waterman score calculation. + -h S-W Hit Threshold (default: 68.00%) + In letter-space, this parameter determines the threshold + score for both vectored and full Smith-Waterman alignments. + Any values less than this quanitity will be thrown away. + *Note* This option differs slightly in meaning between letter-space and colour-space. - -m S-W Match Value (default: 100) - -i S-W Mismatch Value (default: -150) - -g S-W Gap Open Penalty (Reference) (default: -400) - -q S-W Gap Open Penalty (Query) (default: -400) - -e S-W Gap Extend Penalty (Reference) (default: -70) - -f S-W Gap Extend Penalty (Query) (default: -70) - -h S-W Hit Threshold (default: 68.00%) -----

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[hg] galaxy 1504: Typos
by greg＠scofield.bx.psu.edu 22 Sep '08

22 Sep '08

details: http://www.bx.psu.edu/hg/galaxy/rev/4e2ed1801931 changeset: 1504:4e2ed1801931 user: Anton Nekrutenko <anton(a)bx.psu.edu> date: Fri Sep 12 15:35:50 2008 -0400 description: Typos 1 file(s) affected in this change: tools/sr_mapping/lastz_wrapper.xml diffs (17 lines): diff -r 777e41dbdf1f -r 4e2ed1801931 tools/sr_mapping/lastz_wrapper.xml --- a/tools/sr_mapping/lastz_wrapper.xml Fri Sep 12 15:14:20 2008 -0400 +++ b/tools/sr_mapping/lastz_wrapper.xml Fri Sep 12 15:35:50 2008 -0400 @@ -216,11 +216,11 @@ **Full Parameter List** -The modes gives you a fuller control over lastz. The description of these and other parameters is found at the end of this page. Note, that not all parameters are included in this interface. If you would like to make additional options available through Galaxy, e-mail us at galaxy-bugs(a)bx.psu.edu. +This modes gives you a fuller control over lastz. The description of these and other parameters is found at the end of this page. Note, that not all parameters are included in this interface. If you would like to make additional options available through Galaxy, e-mail us at galaxy-bugs(a)bx.psu.edu. ------ -** Do you want to modify reference name?** +**Do you want to modify reference name?** This option allows you set the name of the reference sequence manually. This is helpful when, for example, you would like to make reference name compatible with the UCSC naming conventions to be able to display your lastz results as a custom track at UCSC Genome Browser.

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[hg] galaxy 1505: Update MAF stitcher to be more efficient. Requ...
by greg＠scofield.bx.psu.edu 22 Sep '08

22 Sep '08

details: http://www.bx.psu.edu/hg/galaxy/rev/b6ff467f4522 changeset: 1505:b6ff467f4522 user: Dan Blankenberg <dan(a)bx.psu.edu> date: Fri Sep 12 15:50:20 2008 -0400 description: Update MAF stitcher to be more efficient. Requires bx-pyhon rev>=449. 2 file(s) affected in this change: eggs.ini lib/galaxy/tools/util/maf_utilities.py diffs (188 lines): diff -r 4e2ed1801931 -r b6ff467f4522 eggs.ini --- a/eggs.ini Fri Sep 12 15:35:50 2008 -0400 +++ b/eggs.ini Fri Sep 12 15:50:20 2008 -0400 @@ -55,12 +55,12 @@ MySQL_python = _5.0.51a_static python_lzo = _static flup = .dev_r2311 -bx_python = _dev_r448 +bx_python = _dev_r449 nose = .dev_r101 ; source location, necessary for scrambling [source] -bx_python = http://dist.g2.bx.psu.edu/bx-python_dist-r448.tar.bz2 +bx_python = http://dist.g2.bx.psu.edu/bx-python_dist-r449.tar.bz2 Cheetah = http://umn.dl.sourceforge.net/sourceforge/cheetahtemplate/Cheetah-1.0.tar.gz DRMAA_python = http://gridengine.sunsource.net/files/documents/7/36/DRMAA-python-0.2.tar.gz MySQL_python = http://superb-west.dl.sourceforge.net/sourceforge/mysql-python/MySQL-python… http://mysql.mirrors.pair.com/Downloads/MySQL-5.0/mysql-5.0.51a.tar.gz diff -r 4e2ed1801931 -r b6ff467f4522 lib/galaxy/tools/util/maf_utilities.py --- a/lib/galaxy/tools/util/maf_utilities.py Fri Sep 12 15:35:50 2008 -0400 +++ b/lib/galaxy/tools/util/maf_utilities.py Fri Sep 12 15:50:20 2008 -0400 @@ -54,11 +54,15 @@ #sets a position for a species def set_position( self, index, species, base ): + if len( base ) != 1: raise "A genomic position can only have a length of 1." + return self.set_range( index, species, base ) + #sets a range for a species + def set_range( self, index, species, bases ): if index >= self.size or index < 0: raise "Your index (%i) is out of range (0 - %i)." % ( index, self.size - 1 ) - if len(base) != 1: raise "A genomic position can only have a length of 1." + if len( bases ) == 0: raise "A set of genomic positions can only have a positive length." if species not in self.sequences.keys(): self.add_species( species ) self.sequences[species].seek( index ) - self.sequences[species].write( base ) + self.sequences[species].write( bases ) #Flush temp file of specified species, or all species def flush( self, species = None ): @@ -164,32 +168,40 @@ except: return ( None, None ) +def chop_block_by_region( block, src, region, species = None, mincols = 0, force_strand = None ): + ref = block.get_component_by_src( src ) + #We want our block coordinates to be from positive strand + if ref.strand == "-": + block = block.reverse_complement() + ref = block.get_component_by_src( src ) + + #save old score here for later use + old_score = block.score + slice_start = max( region.start, ref.start ) + slice_end = min( region.end, ref.end ) + + #slice block by reference species at determined limits + block = block.slice_by_component( ref, slice_start, slice_end ) + + if block.text_size > mincols: + if ( force_strand is None and region.strand != ref.strand ) or ( force_strand is not None and force_strand != ref.strand ): + block = block.reverse_complement() + # restore old score, may not be accurate, but it is better than 0 for everything + block.score = old_score + if species is not None: + block = block.limit_to_species( species ) + block.remove_all_gap_columns() + return block + return None #generator yielding only chopped and valid blocks for a specified region def get_chopped_blocks_for_region( index, src, region, species = None, mincols = 0, force_strand = None ): - for block in index.get_as_iterator( src, region.start, region.end ): - ref = block.get_component_by_src( src ) - #We want our block coordinates to be from positive strand - if ref.strand == "-": - block = block.reverse_complement() - ref = block.get_component_by_src( src ) - - #save old score here for later use - old_score = block.score - slice_start = max( region.start, ref.start ) - slice_end = min( region.end, ref.end ) - - #slice block by reference species at determined limits - block = block.slice_by_component( ref, slice_start, slice_end ) - - if block.text_size > mincols: - if ( force_strand is None and region.strand != ref.strand ) or ( force_strand is not None and force_strand != ref.strand ): - block = block.reverse_complement() - # restore old score, may not be accurate, but it is better than 0 for everything - block.score = old_score - if species is not None: - block = block.limit_to_species( species ) - block.remove_all_gap_columns() - yield block + for block, idx, offset in get_chopped_blocks_with_index_offset_for_region( index, src, region, species, mincols, force_strand ): + yield block +def get_chopped_blocks_with_index_offset_for_region( index, src, region, species = None, mincols = 0, force_strand = None ): + for block, idx, offset in index.get_as_iterator_with_index_and_offset( src, region.start, region.end ): + block = chop_block_by_region( block, src, region, species, mincols ) + if block is not None: + yield block, idx, offset #returns a filled region alignment for specified regions def get_region_alignment( index, primary_species, chrom, start, end, strand = '+', species = None, mincols = 0 ): @@ -199,46 +211,51 @@ #fills a region alignment def fill_region_alignment( alignment, index, primary_species, chrom, start, end, strand = '+', species = None, mincols = 0 ): - #first step through blocks, save index and score in array, then order by score (array will start as 0=index0,scoreX) - #step through ordered list, step through maf blocks, stopping at index, store, then break inner loop region = bx.intervals.Interval( start, end ) region.chrom = chrom region.strand = strand primary_src = "%s.%s" % ( primary_species, chrom ) - + + def reduce_block_by_primary_genome( block ): + #returns ( startIndex, {species:texts} + #where texts' contents are reduced to only positions existing in the primary genome + ref = block.get_component_by_src( primary_src ) + start_offset = ref.start - start + species_texts = {} + for c in block.components: + species_texts[ c.src.split( '.' )[0] ] = list( c.text ) + #remove locations which are gaps in the primary species, starting from the downstream end + for i in range( len( species_texts[ primary_species ] ) - 1, -1, -1 ): + if species_texts[ primary_species ][i] == '-': + for text in species_texts.values(): + text.pop( i ) + for spec, text in species_texts.items(): + species_texts[spec] = ''.join( text ) + return ( start_offset, species_texts ) + #Order blocks overlaping this position by score, lowest first - blocks_order = [] - for i, block in enumerate( get_chopped_blocks_for_region( index, primary_src, region, species, mincols ) ): - for j in range( 0, len( blocks_order ) ): - if float( block.score ) < float( blocks_order[j]['score'] ): - blocks_order.insert( j, {'index':i, 'score':block.score} ) + blocks = [] + for block, idx, offset in index.get_as_iterator_with_index_and_offset( primary_src, start, end ): + score = float( block.score ) + for i in range( 0, len( blocks ) ): + if score < blocks[i][0]: + blocks.insert( i, ( score, idx, offset ) ) break else: - blocks_order.append( {'index':i, 'score':block.score} ) + blocks.append( ( score, idx, offset ) ) - #Loop through ordered block indexes and layer blocks by score - for block_dict in blocks_order: - for block_index, block in enumerate( get_chopped_blocks_for_region( index, primary_src, region, species, mincols ) ): - if block_index == block_dict['index']: - ref = block.get_component_by_src( primary_src ) - #skip gap locations due to insertions in secondary species relative to primary species - start_offset = ref.start - start - num_gaps = 0 - for i in range( len( ref.text.rstrip().rstrip("-") ) ): - if ref.text[i] in ["-"]: - num_gaps += 1 - continue - #Set base for all species - for spec in [ c.src.split( '.' )[0] for c in block.components ]: - try: - #NB: If a gap appears in higher scoring secondary species block, - #it will overwrite any bases that have been set by lower scoring blocks - #this seems more proper than allowing, e.g. a single base from lower scoring alignment to exist outside of its genomic context - alignment.set_position( start_offset + i - num_gaps, spec, block.get_component_by_src_start( spec ).text[i] ) - except: - #species/sequence for species does not exist - pass - break + #Loop through ordered blocks and layer by increasing score + for block_dict in blocks: + block = chop_block_by_region( block_dict[1].get_at_offset( block_dict[2] ), primary_src, region, species, mincols, strand ) + if block is None: continue + start_offset, species_texts = reduce_block_by_primary_genome( block ) + for spec, text in species_texts.items(): + try: + alignment.set_range( start_offset, spec, text ) + except: + #species/sequence for species does not exist + pass + return alignment #returns a filled spliced region alignment for specified region with start and end lists

1 0

[hg] galaxy 1506: Forgot two test datasets
by greg＠scofield.bx.psu.edu 22 Sep '08

22 Sep '08

details: http://www.bx.psu.edu/hg/galaxy/rev/26825f08d362 changeset: 1506:26825f08d362 user: Anton Nekrutenko <anton(a)bx.psu.edu> date: Sun Sep 14 14:58:50 2008 -0400 description: Forgot two test datasets 2 file(s) affected in this change: test-data/B1.fa test-data/phiX.fa diffs (1087 lines): diff -r b6ff467f4522 -r 26825f08d362 test-data/B1.fa --- /dev/null Thu Jan 01 00:00:00 1970 +0000 +++ b/test-data/B1.fa Sun Sep 14 14:58:50 2008 -0400 @@ -0,0 +1,1000 @@ +>HWI-EAS91_1_306UPAAXX:6:1:1503:1160 +GGTGGTCTATAGTGTTATTAATATCAAGTTGGGGGG +>HWI-EAS91_1_306UPAAXX:6:1:1564:1179 +GCGAGCAGTAGACTCCTTCTGTTGATAAGCAAGCAT +>HWI-EAS91_1_306UPAAXX:6:1:1704:1082 +GATGAGGAGAAGTGGCTTAATATGCTTGGCACGTTC +>HWI-EAS91_1_306UPAAXX:6:1:1588:1797 +GTATGTTTCTCCTGCTTATCACCTTCTTGAAGGCTT +>HWI-EAS91_1_306UPAAXX:6:1:1304:1526 +GTAGTTGAAATGGTAATAAGACGACCAATCTGACCT +>HWI-EAS91_1_306UPAAXX:6:1:1490:1582 +GTCGTGTTCAACAGACCTATAAACATTCTGTGCCGC +>HWI-EAS91_1_306UPAAXX:6:1:1356:1339 +GTAGACATTTTTACTTTTTATGTCCCTCATCGTCAC +>HWI-EAS91_1_306UPAAXX:6:1:1311:853 +GGTTGGTTTATCGTTTTTGACACTCTCACGTTGTCT +>HWI-EAS91_1_306UPAAXX:6:1:1257:1552 +GTTCGCTTTGAGTCTTCTTCGGTTCCGACTACCCTC +>HWI-EAS91_1_306UPAAXX:6:1:1486:1402 +GTTACTGAGAAGTTAATGGATGAATTGGCACAATGC +>HWI-EAS91_1_306UPAAXX:6:1:1028:1081 +GGATTGGTTTCGCTGAATCAGGTTATTAAAGAGATT +>HWI-EAS91_1_306UPAAXX:6:1:1167:752 +GGTTTTCTTCATTGCATTCAGATGGATACATCTGTC +>HWI-EAS91_1_306UPAAXX:6:1:1507:1113 +GTCAACGTTATATTTTGATAGTTTGACGGTTAATTC +>HWI-EAS91_1_306UPAAXX:6:1:1654:1311 +GGATGAAAATGCTCACAATGACAAATCTGTCCACGG +>HWI-EAS91_1_306UPAAXX:6:1:1386:1060 +GTTCTTGGTCAGTATGCAAATTAGCATAAGCAGCTT +>HWI-EAS91_1_306UPAAXX:6:1:1070:1356 +GGTTACAGTATGCCCATCGCAGTTCGCTACACGCAG +>HWI-EAS91_1_306UPAAXX:6:1:787:1032 +GCTAAAGGTCTAGGAGCTAAAGAATGGAACAACTCA +>HWI-EAS91_1_306UPAAXX:6:1:834:1017 +GCTACACGCAGGACGCTTTTTCACGTTCTGGTTGGT +>HWI-EAS91_1_306UPAAXX:6:1:1703:1155 +GGATTGGTTTCGCTGAATCAGGTTATTAAAGAGATT +>HWI-EAS91_1_306UPAAXX:6:1:1406:593 +GTTGAGTTCGATAATGGTGATATGTATGTTTACGGC +>HWI-EAS91_1_306UPAAXX:6:1:1411:886 +GTCCTTTACTTGTCATGCGCTCTAATCTCTGGGCAT +>HWI-EAS91_1_306UPAAXX:6:1:923:972 +GCATGACAAGTAAAGGACGGTTGTCAGCGTCATAAG +>HWI-EAS91_1_306UPAAXX:6:1:1279:1004 +GCCATAGCACCAGAAACAAAACTAGGGGCGGCCTCT +>HWI-EAS91_1_306UPAAXX:6:1:1070:840 +GGTTGTCAGCGTCATAAGAGGTTTTACCTCCAAATG +>HWI-EAS91_1_306UPAAXX:6:1:1595:1040 +GTTTCTGATAAGTTGCTTGATTTGGTTGGACTTGGT +>HWI-EAS91_1_306UPAAXX:6:1:1002:559 +GAGATTGCCGAGATGCAAAATGAGACTCAAAAAGAG +>HWI-EAS91_1_306UPAAXX:6:1:999:974 +GTTTGGATTGCTACTGACCGCTCTCGTGCTCGTCGC +>HWI-EAS91_1_306UPAAXX:6:1:896:982 +GTGGCTGGAGACAAATAATCTCTTTAATAACCTTAT +>HWI-EAS91_1_306UPAAXX:6:1:1366:741 +GTTCAAGATTGCTGGAGGCCTCCACTATGAAATCGC +>HWI-EAS91_1_306UPAAXX:6:1:749:1469 +GTTTATGGTGAACAGTGGATTAAGTTCATGAAGGAT +>HWI-EAS91_1_306UPAAXX:6:1:1010:592 +GAGTTTATTGCTGCCGTCATTGCTTATTATGTTCAT +>HWI-EAS91_1_306UPAAXX:6:1:1393:650 +GTGACTCATATCTAAACCAGTCCTTGACGAACGTGC +>HWI-EAS91_1_306UPAAXX:6:1:1238:1731 +GAGAAATAAAAGTCTGAAACATGATTAAACTCCTAA +>HWI-EAS91_1_306UPAAXX:6:1:1629:908 +GATGCGGTTATCCATCTGCTTATGGAAGCCAAGCAT +>HWI-EAS91_1_306UPAAXX:6:1:1560:849 +GCTGTCGCTACTTCCCAAGAAGCTGTTCAGAATCAG +>HWI-EAS91_1_306UPAAXX:6:1:1029:783 +GAGAAGTTAATGGATGAATTGGCACAATGCTACAAT +>HWI-EAS91_1_306UPAAXX:6:1:1152:1324 +GACAATCAGAAAGAGATTGCCGAGATGCAAAATGAG +>HWI-EAS91_1_306UPAAXX:6:1:1614:2042 +GAAATGCCACAAGCCTCAATAGCAGGTTTAAGAGCC +>HWI-EAS91_1_306UPAAXX:6:1:1398:439 +GATGGTTGGTTTATCGTTTTTGACACTCTCACGTTG +>HWI-EAS91_1_306UPAAXX:6:1:955:616 +GACTAAAGAGATTCAGTACCTTAACGCTAAAGGTGC +>HWI-EAS91_1_306UPAAXX:6:1:1672:753 +GAATGCCAGCAATCTCTTTTTGAGTCTCATTTTGCT +>HWI-EAS91_1_306UPAAXX:6:1:1195:1293 +GCAATGCGACAGGCTCATGCTGATGGTTGGTTTATC +>HWI-EAS91_1_306UPAAXX:6:1:1074:755 +GCAAGAGTAAACATAGTGCCATGCTCAGGAACAAAG +>HWI-EAS91_1_306UPAAXX:6:1:984:499 +GACTTAGTTCATCAGCAAACGCAGAATCAGCGGTAT +>HWI-EAS91_1_306UPAAXX:6:1:1452:1833 +GCGTGCTGGTGCTGATGCTTCCTCTGCTGGTATGGT +>HWI-EAS91_1_306UPAAXX:6:1:863:710 +GAGTTCGATAATGGTGATATGTATGTTGACGGCCAT +>HWI-EAS91_1_306UPAAXX:6:1:885:649 +GCAGAAGTTAACACTTTCGGATATTTCTGATGAGTC +>HWI-EAS91_1_306UPAAXX:6:1:917:1214 +GACAGATGTATCCATCTGAATGCAATGAAGAAAACC +>HWI-EAS91_1_306UPAAXX:6:1:892:1254 +GCTCAGGAAATGCAGCAGCAAGATAATCACGAGTAT +>HWI-EAS91_1_306UPAAXX:6:1:1555:1005 +GCATTTGGCGCATAATCTCGGAAACCTGCTGTTGCT +>HWI-EAS91_1_306UPAAXX:6:1:1637:1413 +GATGCTGTTCAACCACTAATAGGTAAGAAATCATGT +>HWI-EAS91_1_306UPAAXX:6:1:1102:1567 +GGCCAGTTTTCTGGTCGTGTTCAACAGACCTATAAA +>HWI-EAS91_1_306UPAAXX:6:1:799:1337 +GTATATGCACAAAATGAGATGCTTGCTTATCAACAG +>HWI-EAS91_1_306UPAAXX:6:1:1353:1843 +GCAGACCCATAATGTCAATAGATGTGGTAGAAGTCG +>HWI-EAS91_1_306UPAAXX:6:1:1196:789 +GCGGCATACGCTCGGCGCCAGTTTGAATATTAGACA +>HWI-EAS91_1_306UPAAXX:6:1:1056:1676 +GTAAAATACTGACCAGCCGTTTGAGCTTGAGTAAGC +>HWI-EAS91_1_306UPAAXX:6:1:1349:1836 +GGAAAACACCAATCTTTCCAAGCAACAGCAGGTTTC +>HWI-EAS91_1_306UPAAXX:6:1:1027:788 +GGTGTTAATGCCACTCCTCTCCCGACTGTTAACACT +>HWI-EAS91_1_306UPAAXX:6:1:990:1283 +GCTTAGGGATTTTATTGGTATCAGGGTTAATCGTGC +>HWI-EAS91_1_306UPAAXX:6:1:904:939 +GAGAAGTTAATGGATGAATTGGCACAATGCTACAAT +>HWI-EAS91_1_306UPAAXX:6:1:1732:793 +GTCAACATACATATCACCATTATCGAACTCAACGCC +>HWI-EAS91_1_306UPAAXX:6:1:1355:2003 +GTTAGACCAAACCATGAAACCAACATAAACATTATT +>HWI-EAS91_1_306UPAAXX:6:1:1337:977 +GCACCAGAAACAAAACTAGGGGCGGCCTCATCAGGG +>HWI-EAS91_1_306UPAAXX:6:1:1605:1175 +GGAGGTAAAACCTCTTATGACGCTGACAACCGTCCT +>HWI-EAS91_1_306UPAAXX:6:1:1763:1192 +GACAGGCCGTTTGAATGTTGACGGGATGAACATAAT +>HWI-EAS91_1_306UPAAXX:6:1:722:483 +GTTATTATACCGTCAAGGACTGTGTGACTATTGACT +>HWI-EAS91_1_306UPAAXX:6:1:1760:1136 +GCAAAGCATTGGGATTATCATAAAACGCCTCTAATC +>HWI-EAS91_1_306UPAAXX:6:1:1088:798 +GGAAACCTGCTGTTGCTTGGAAAGATTGGTGTTTTC +>HWI-EAS91_1_306UPAAXX:6:1:633:1076 +GCTACTTCCCAAGAAGCTGTTCAGAATCAGAATGAG +>HWI-EAS91_1_306UPAAXX:6:1:673:754 +GTCATGGAAGCGATAAAACTCTGCAGGTTGGATATT +>HWI-EAS91_1_306UPAAXX:6:1:1759:2019 +GTAAAGGACGGTTGTCAGCGTCATAAGAGGTTTTAC +>HWI-EAS91_1_306UPAAXX:6:1:1064:1797 +GCGGTTATCCATCTGCTTATGGAAGCCAAGCATTGG +>HWI-EAS91_1_306UPAAXX:6:1:1112:1669 +GCTCATGCTGATGGTTGGTTTATCGTTTTTGACACT +>HWI-EAS91_1_306UPAAXX:6:1:510:1447 +GCATTAAGCTCAGGAAATGCAGCAGCAAGATAATCA +>HWI-EAS91_1_306UPAAXX:6:1:877:1573 +GTGCTATTGCTGGCGGTATTTCTTCTTCTTTTTTTT +>HWI-EAS91_1_306UPAAXX:6:1:870:542 +GAATGTCACGCTGATTATTTTGACTTTGAGCGTATC +>HWI-EAS91_1_306UPAAXX:6:1:966:384 +GCACCTGTTTTACAGACACCTAAAGCTACATCGTCA +>HWI-EAS91_1_306UPAAXX:6:1:1186:1903 +GCCAGCGATAACCGGAGTAGTTGAAATGGTAATAAG +>HWI-EAS91_1_306UPAAXX:6:1:1632:1742 +GCATCACCCATGCCTACAGTATTGTTATCGGTAGCC +>HWI-EAS91_1_306UPAAXX:6:1:1521:559 +GAGAGCGCCAACGGCGTCCATCTCGAAGGAGTCGCC +>HWI-EAS91_1_306UPAAXX:6:1:683:454 +GCTTATTATGTTCATCCCGTCAACATTCAAACGTCC +>HWI-EAS91_1_306UPAAXX:6:1:112:1280 +GTTGGCGCTCTCCGTCTTTCTCCATTTCGTCGTGTC +>HWI-EAS91_1_306UPAAXX:6:1:891:381 +GACCAGGGCGAGCGCCAGAACGTTTTTTACCTTTAG +>HWI-EAS91_1_306UPAAXX:6:1:1348:958 +GATTGAGGCTGGGAAAAGTTACTGTAGCCGACGTTT +>HWI-EAS91_1_306UPAAXX:6:1:1785:1915 +GCCCCGAAGGGGACNANAAATGGTTTTTAGAGAACG +>HWI-EAS91_1_306UPAAXX:6:1:1418:42 +GTATGCCCATCGCAGTTCGCTACACGCAGGACGCTT +>HWI-EAS91_1_306UPAAXX:6:1:1421:743 +GGTCAACGCTACCTGTAGGAAGTGTCCGCATAAAAT +>HWI-EAS91_1_306UPAAXX:6:1:1079:790 +GCCAAATGCTTACTCAAGCTCAAACGGCTGGTCAGT +>HWI-EAS91_1_306UPAAXX:6:1:663:740 +GGTATTAAGGATGAGTGTTCAAGATTGCTGGATGCC +>HWI-EAS91_1_306UPAAXX:6:1:1245:413 +GTTTGAATGTTGACGGGATGAACATAATAAGCAATG +>HWI-EAS91_1_306UPAAXX:6:1:1378:1035 +GCTCTTGCTGGTGGCGCCATGTCTAAATTGTTTGGG +>HWI-EAS91_1_306UPAAXX:6:1:903:1746 +GTACGGGGAAGGACGTCAATAGTCACACAGTCCTTG +>HWI-EAS91_1_306UPAAXX:6:1:1713:1134 +GGCGTACGGGGAAGGACGTCAATAGTCACACAGTCC +>HWI-EAS91_1_306UPAAXX:6:1:1246:1887 +GCTCTAATCTCTGGGCATCTGGCTATGATGTTGATG +>HWI-EAS91_1_306UPAAXX:6:1:872:1731 +GGGCGGCCTCATCAGGGTTAGGAACATTAGAGCCTT +>HWI-EAS91_1_306UPAAXX:6:1:1714:1582 +GCTTTCCTGCTCCTGTTGAGTTTATTGCTTCCGTCT +>HWI-EAS91_1_306UPAAXX:6:1:1785:763 +GNCGAGAAATAAAANNNTGAAACATGATTAAANTCC +>HWI-EAS91_1_306UPAAXX:6:1:1684:542 +GAAAAGACAGAATCTCTTCCAAGAGCTTGATGCGGT +>HWI-EAS91_1_306UPAAXX:6:1:1581:1665 +GACTTTGAGCGTATCGAGGCTCTTAAACCTGCTATT +>HWI-EAS91_1_306UPAAXX:6:1:901:1581 +GTGCTGATATTGCTTTTGATGCCGACCCTAAATTTT +>HWI-EAS91_1_306UPAAXX:6:1:1128:239 +GGTTATTATACCGTCAAGGACTGTGTGACTATTGAC +>HWI-EAS91_1_306UPAAXX:6:1:969:441 +GGTAAGAAATCATGAGTCAAGTTACTGAACAATCCG +>HWI-EAS91_1_306UPAAXX:6:1:630:1087 +GCCACCATGATTATGACCAGTGTTTCCAGTCCGTTC +>HWI-EAS91_1_306UPAAXX:6:1:606:1852 +GGAGACAAATAATCTCTTTAATAACCTGATTCAGCG +>HWI-EAS91_1_306UPAAXX:6:1:489:1315 +GAAAGCTCAGTCTCAGGAGGAAGCGGAGCAGTCCAC +>HWI-EAS91_1_306UPAAXX:6:1:465:1983 +GAGCCAATACCATCAGCTTTACCGTCTTTCCAGAAA +>HWI-EAS91_1_306UPAAXX:6:1:559:1028 +GAGTGCTTAATCCAACTTACCAAGCTGGGTTACGAC +>HWI-EAS91_1_306UPAAXX:6:1:1655:1413 +GTATGTTGACGGCCATAAGGCTGCTTCTGACGTTCG +>HWI-EAS91_1_306UPAAXX:6:1:980:605 +GCCGTTTGAATGTTGACGGGATGAACATAATAAGCA +>HWI-EAS91_1_306UPAAXX:6:1:1629:1865 +GAAAAGCGGCATGGTCAATATAACCAGTAGTGTTAT +>HWI-EAS91_1_306UPAAXX:6:1:1180:1920 +GCACTCCGTGGACAGATTTGTCATTGTGAGCATTTT +>HWI-EAS91_1_306UPAAXX:6:1:1116:383 +GCGCAGGAAACACTGACGTTCTTACTGACGCAGAAG +>HWI-EAS91_1_306UPAAXX:6:1:906:2041 +GTCACGTTTATGGTGAACAGTGGATTAAGTTCATGA +>HWI-EAS91_1_306UPAAXX:6:1:1514:157 +GTCAATAGATGTGGTAGAAGTCGTCATTTGGCGTGG +>HWI-EAS91_1_306UPAAXX:6:1:1032:1857 +GCAATCGCCGCCAGTTAAATAGCTTGCAAAATACGT +>HWI-EAS91_1_306UPAAXX:6:1:638:609 +GATTCTGTCAAAAACTGACGCGTTGGATGAGGAGAT +>HWI-EAS91_1_306UPAAXX:6:1:74:750 +GATAATCACGAGTATCCTTTCCTTTATCATCTTCAT +>HWI-EAS91_1_306UPAAXX:6:1:486:822 +GTTGACGATGTAGCTTTAGGTGTCTTTAAAACAGGT +>HWI-EAS91_1_306UPAAXX:6:1:899:473 +GAACAGCATCGGACTCAGATAGTAATCCACGCTCTT +>HWI-EAS91_1_306UPAAXX:6:1:1613:197 +GTGACATTCAGAAGGGTAATAAGAACGAACCATAAA +>HWI-EAS91_1_306UPAAXX:6:1:326:1747 +GTTGAGGCTTTCGTTTATTGTACGCTTTGCTTTTTT +>HWI-EAS91_1_306UPAAXX:6:1:1487:526 +GCAAAATACGTGGCCTTATGGTTACAGTATGCCCAT +>HWI-EAS91_1_306UPAAXX:6:1:629:665 +GAAATGCAGCAGCAAGATAATCACGAGTATCCTTTC +>HWI-EAS91_1_306UPAAXX:6:1:766:744 +GGCCGTCAACATACATATCACCATTATCGAACTCAA +>HWI-EAS91_1_306UPAAXX:6:1:391:1771 +GTGGTTGATATTTTTCATGGTATTGATAAATCTTTT +>HWI-EAS91_1_306UPAAXX:6:1:591:1102 +GCTTTGCGTGACTATTTTCGTGATATTGTTCGTTTG +>HWI-EAS91_1_306UPAAXX:6:1:917:664 +GCCATGATGGTGGTTATTATACCGTCAAGGACTGTG +>HWI-EAS91_1_306UPAAXX:6:1:217:737 +GTTCAGTTGTTGCATTGGAATATTCAGTTTAAATTT +>HWI-EAS91_1_306UPAAXX:6:1:1047:839 +GACCATTCAAAGGATAAACATCATAGGCAGTCGGGG +>HWI-EAS91_1_306UPAAXX:6:1:558:1040 +GCCACCAGCAAGAGCAGAAGCAATACCGCCAGCAAT +>HWI-EAS91_1_306UPAAXX:6:1:1207:524 +GCCAATACCATCAGCTTTACCGTCTTTCCAGAAATT +>HWI-EAS91_1_306UPAAXX:6:1:708:1634 +GCCATTCAAGGCTCTAATGTTCCTAACCCTGATGAG +>HWI-EAS91_1_306UPAAXX:6:1:576:1851 +GTGCTATGGCTAAAGCTGGTAAAGGACTTCTTGAAG +>HWI-EAS91_1_306UPAAXX:6:1:906:460 +GTAGACATTTTTACTTTTTATGTCCCTCATCGTCAC +>HWI-EAS91_1_306UPAAXX:6:1:693:1260 +GCGAAAGGTCGCAAAGTAAGAGCTTCTCGAGCTGCG +>HWI-EAS91_1_306UPAAXX:6:1:1373:286 +GGACACTTCCTACAGGTAGCGTTGACCCTAATTTTG +>HWI-EAS91_1_306UPAAXX:6:1:762:41 +GATACTTGGAACAATTTCTGGAAAGACGGTAAAGCT +>HWI-EAS91_1_306UPAAXX:6:1:475:1091 +GTCACACAGTCCTTGACGGTATAATAACCACCATCT +>HWI-EAS91_1_306UPAAXX:6:1:791:627 +GCCTCCGGTGGCATTCAAGGTGATGTGCTTGCTACC +>HWI-EAS91_1_306UPAAXX:6:1:336:1791 +GAAGGAGTCGCCAGCGATAACCGGAGTAGTTGAAAT +>HWI-EAS91_1_306UPAAXX:6:1:1483:943 +GCACGTAATTTTTGACGCACGTTTTCTTCTGCGTCT +>HWI-EAS91_1_306UPAAXX:6:1:641:1071 +GATGGGCATACTGTAACCATAAGGCCACGTATTTTG +>HWI-EAS91_1_306UPAAXX:6:1:196:755 +GAACGCCCTCTTAAGGATATTCGCGATGAGTATAAT +>HWI-EAS91_1_306UPAAXX:6:1:463:1398 +GTCATAAGAGGTTTTACCTCCAAATGAAGAAATAAC +>HWI-EAS91_1_306UPAAXX:6:1:1559:460 +GCTCACAATGACAAATCTGTCCACGGAGTGCTTAAT +>HWI-EAS91_1_306UPAAXX:6:1:1625:1561 +GAGGAGTGGCATTAACACCATCCTTCATGAACTTAC +>HWI-EAS91_1_306UPAAXX:6:1:1729:1588 +GCTGATAAAGGAAAGGATACTCGTGATTATCTTGCT +>HWI-EAS91_1_306UPAAXX:6:1:945:393 +GGCCTCATCAGGGTTAGGAACATTAGAGCCTTGAAT +>HWI-EAS91_1_306UPAAXX:6:1:298:1391 +GTAAAGTTAGACCAAACCATGAAACCAACATAAACA +>HWI-EAS91_1_306UPAAXX:6:1:1270:1500 +GAATTACTACTGCTTGTTTACGAATTAAATATATGT +>HWI-EAS91_1_306UPAAXX:6:1:481:1546 +GCTGGCATTCAGTCGGCGACTTCACGCCAGAATACG +>HWI-EAS91_1_306UPAAXX:6:1:473:1729 +GTTCTTACTGACGCAGAAGAAAACGTGCGTCAAAAT +>HWI-EAS91_1_306UPAAXX:6:1:801:1831 +GCTGAGGTTGACTTAGTTCATCAGCAAACGCAGAAT +>HWI-EAS91_1_306UPAAXX:6:1:536:639 +GCCGACCCTAAATTTTTTGCCTGTTTGGTTCTCTTT +>HWI-EAS91_1_306UPAAXX:6:1:259:938 +GTAGAGATTCTCTTGTTGACATTTTAAAAGAGCGTG +>HWI-EAS91_1_306UPAAXX:6:1:907:1513 +GGCATGGGTGATGCTGGTATTAAATCTGCCATTCAC +>HWI-EAS91_1_306UPAAXX:6:1:372:1409 +GATGAGTATAATTACCCCAAAAAGAAAGGTATTAAG +>HWI-EAS91_1_306UPAAXX:6:1:485:1626 +GATGGCAGCAACGGAAACCATAACGAGCATCATCTT +>HWI-EAS91_1_306UPAAXX:6:1:583:1679 +GCTCAAAGTCAAAATAATCAGCGTGACATTCAGAAG +>HWI-EAS91_1_306UPAAXX:6:1:690:1610 +GACGCGTTGGATGAGGAGAAGTGGCTTAATATGCTT +>HWI-EAS91_1_306UPAAXX:6:1:257:918 +GCAGGCTGGCACTTCTGCCGTTTCTGATAAGTTTCT +>HWI-EAS91_1_306UPAAXX:6:1:818:33 +GTGTTAATGCCACTCCTCTCCCGACTGTTAACTCTG +>HWI-EAS91_1_306UPAAXX:6:1:541:1242 +GGGATTATCATAAAACGCCTCTAATCGGTCGTCAGC +>HWI-EAS91_1_306UPAAXX:6:1:1014:279 +GTAAAAATGTCTACAGTAGAGTCAATAGCAAGGCCC +>HWI-EAS91_1_306UPAAXX:6:1:672:1790 +GGCCGTTTGAATGTTGACGGGATGAACATAATAAGC +>HWI-EAS91_1_306UPAAXX:6:1:708:464 +GGAGACAAATAATCTCTTTAATAACCTGATTCAGCG +>HWI-EAS91_1_306UPAAXX:6:1:633:1486 +GGGAAAGGTCATGCGGCATACGCTCGGCGCCAGTTT +>HWI-EAS91_1_306UPAAXX:6:1:328:696 +GTTCCGACTACCCTCCCGACTGCCTATGATGTTTAT +>HWI-EAS91_1_306UPAAXX:6:1:259:1389 +GCGTACTTATTCGCCACCATGATTATTACCAGTGTT +>HWI-EAS91_1_306UPAAXX:6:1:1315:41 +GCTTTCCGTGATGTCACAGCCTGCTTTGATGTGTCG +>HWI-EAS91_1_306UPAAXX:6:1:1647:549 +GCTTAATCCAACTTACCAAGCTGGGTTACGACGCGC +>HWI-EAS91_1_306UPAAXX:6:1:300:886 +GTTCTTGGTCAGTATGCAAATTAGCATAAGCAGCTT +>HWI-EAS91_1_306UPAAXX:6:1:317:1411 +GTACGCTGTACTTTGTGGGATACCCTCGCTTTCCTT +>HWI-EAS91_1_306UPAAXX:6:1:321:1819 +GGCTTAATATGCTTGGCACGTTCGTCAAGGACTGGT +>HWI-EAS91_1_306UPAAXX:6:1:631:70 +GTGGATTACTATCTGAGTCCGATGCTGTTCAACCAC +>HWI-EAS91_1_306UPAAXX:6:1:624:1040 +GCTGGCGACTCCTTCGAGATGGACGCCGTTTGCGCT +>HWI-EAS91_1_306UPAAXX:6:1:662:1187 +GGGAGAGGAGTGGCATTAACACCATCCTTCATGACC +>HWI-EAS91_1_306UPAAXX:6:1:1440:1959 +GAATCAGCGGTATGGCTCCTCTCCTATTTTTGCTTC +>HWI-EAS91_1_306UPAAXX:6:1:458:1629 +GCTGGTGGCGCCATGTCTAAATTTTTTGGAGGCGGT +>HWI-EAS91_1_306UPAAXX:6:1:216:790 +GGGATGAAAATGCTCACAATGACAAATCTGTCCACG +>HWI-EAS91_1_306UPAAXX:6:1:1407:1174 +TTACCTATTAGTGGTTGAACAGCATCGGACTCAGAT +>HWI-EAS91_1_306UPAAXX:6:1:999:1790 +GTCCTGCGTGTAGCGAACTGCGATGGGCATACTGTC +>HWI-EAS91_1_306UPAAXX:6:1:141:1994 +GGCTTTTTTATGGTTCGTTCTTATTACCCTTCTTAT +>HWI-EAS91_1_306UPAAXX:6:1:225:465 +GTCAGATATGGACCTTGCTGCTAAAGGTCTAGGAGC +>HWI-EAS91_1_306UPAAXX:6:1:649:1760 +GACCCATAATGTCAATAGATGTGGTAGAAGTCGTCT +>HWI-EAS91_1_306UPAAXX:6:1:300:986 +GTTGAACACGACCAGAAAACTGGCCTAACGACGTTT +>HWI-EAS91_1_306UPAAXX:6:1:478:605 +GAGACTGAGCTTTCTCGCCAAATGACGACTTCTACC +>HWI-EAS91_1_306UPAAXX:6:1:622:395 +GGTAGCTTTAAGCGGCTCACCTTTAGCATCAACAGG +>HWI-EAS91_1_306UPAAXX:6:1:1701:574 +GTAAAGCCTCTACGCGATTTCATAGTGGAGGCCTCC +>HWI-EAS91_1_306UPAAXX:6:1:646:59 +GGAAGTGTCCGCATAAAATGCACCGCATGGAAATGT +>HWI-EAS91_1_306UPAAXX:6:1:284:2031 +GACAGAATCGTTAGTTGATGGCGAAAGGTCGCAAAG +>HWI-EAS91_1_306UPAAXX:6:1:22:1009 +GATGGATACATCTGTCAACGCCGCTAATCAGGTTGT +>HWI-EAS91_1_306UPAAXX:6:1:47:1826 +GCGCAGCTCGAGAAGCTCTTACTTTGCGACCTTTCG +>HWI-EAS91_1_306UPAAXX:6:1:1025:1236 +TGGATGAGGAGAAGTGGCTTAATATGCTTGGCACGT +>HWI-EAS91_1_306UPAAXX:6:1:773:591 +GAGCAGGAAAGCGAGGGTATCCCACAAAGTCCAGCG +>HWI-EAS91_1_306UPAAXX:6:1:1753:527 +GGTGGCATTCAAGGTGATGTGCTTGCTACCGATAAC +>HWI-EAS91_1_306UPAAXX:6:1:426:1717 +GTAGCGCCAATATGAGAAGAGCCATACCGCTGATTC +>HWI-EAS91_1_306UPAAXX:6:1:959:818 +TTCTGATAAGCTGGTTCTCACTTCTGTTACTCCAGC +>HWI-EAS91_1_306UPAAXX:6:1:459:1344 +GCCTATGATGTTTATCCTTTGAATGGTCGCCATGAT +>HWI-EAS91_1_306UPAAXX:6:1:973:1367 +TTCGTGATGAGTTTGTATCTGTTACTGATAAGTTAT +>HWI-EAS91_1_306UPAAXX:6:1:201:871 +GATTAGAGGCGTTTTATGATAATCCCAATGCTTTTC +>HWI-EAS91_1_306UPAAXX:6:1:713:1672 +GGCGTACGGGGAAGGACGTCAATAGTCACACAGTCC +>HWI-EAS91_1_306UPAAXX:6:1:444:1435 +TTTGTGGGATACCCTCGCTTTCCTGCTCCTGTTGTG +>HWI-EAS91_1_306UPAAXX:6:1:288:1136 +GCCTTCCATGATGAGACAGGCCGTTTTAATTTTTTC +>HWI-EAS91_1_306UPAAXX:6:1:1653:225 +GCAAGGCCACGACGCAATGGAGAAAGACGGAGAGCG +>HWI-EAS91_1_306UPAAXX:6:1:537:1764 +GCTCCGCTTCCTCCTGAGACTGAGCTTTCTCGCCAA +>HWI-EAS91_1_306UPAAXX:6:1:196:1854 +GTATCGAGGCTCTTAAACCTGCTATTTAGGCTTTTT +>HWI-EAS91_1_306UPAAXX:6:1:312:1707 +GCGTCATAAGAGGTTTTACCTCCAAATGAAGAAATA +>HWI-EAS91_1_306UPAAXX:6:1:651:183 +GTATGTTTCTCCTGCTTATCACCTTCTTGAAGGCTT +>HWI-EAS91_1_306UPAAXX:6:1:295:694 +GTGATTACTTCATGCAGCGTTACCGTGATGTTATTT +>HWI-EAS91_1_306UPAAXX:6:1:330:1895 +GCAAGTCTGCCGCTGATAAAGGAAAGGATACTCGTG +>HWI-EAS91_1_306UPAAXX:6:1:590:331 +GAAATTTCTATGAATGATGTTTTCCGTTCTGGTGAT +>HWI-EAS91_1_306UPAAXX:6:1:481:1687 +GCAGATTGCGATAAACGGTCACATTAAATTTAACCT +>HWI-EAS91_1_306UPAAXX:6:1:1112:1279 +TGTGCATATACCTGGTCTTTCGTATTCTGTCGTGAT +>HWI-EAS91_1_306UPAAXX:6:1:1099:1216 +TTAGAGCGCATGACAAGTAAAGGACGGTTGTCAGCG +>HWI-EAS91_1_306UPAAXX:6:1:221:1238 +GTATCCTTTCCTTTATCATCGGCAGACTTTTCACCT +>HWI-EAS91_1_306UPAAXX:6:1:1015:364 +GCCAGCGATAACCGGAGTAGTTGAAATGGTAATAAG +>HWI-EAS91_1_306UPAAXX:6:1:735:1806 +TGTTATTAATATCAAGTTGGGGGAGCACATTGTAGC +>HWI-EAS91_1_306UPAAXX:6:1:320:411 +GCTCTTGGAAGAGATTCTGTCTTTTCGTATGCAGTG +>HWI-EAS91_1_306UPAAXX:6:1:1273:1031 +TTAAGGATATTCGCGATGAGTATAATTACCCCAAAA +>HWI-EAS91_1_306UPAAXX:6:1:1456:1088 +AATAATCAGCGTGACATTCAGAAGGGTAATAAGAAC +>HWI-EAS91_1_306UPAAXX:6:1:1365:307 +GACGGCCATAAGGCTGCTTCTGACGTTCGTGATGAG +>HWI-EAS91_1_306UPAAXX:6:1:478:252 +GATGCGGTTATCCATCTGCTTATTGAAGCCAAGCAT +>HWI-EAS91_1_306UPAAXX:6:1:915:1232 +TATTAATAACACTATAGACCACCGCCCCGAAGGGGC +>HWI-EAS91_1_306UPAAXX:6:1:680:1357 +TTCCTCCTGAGACTGAGCTTTCTCGCCAAATGACGC +>HWI-EAS91_1_306UPAAXX:6:1:238:1279 +GCCGAAGCCCCTGCAATTAAAATTGTTGACCACCTA +>HWI-EAS91_1_306UPAAXX:6:1:1583:35 +GCAAATTAGCATAAGCAGCTTGCAGACCCATAATGT +>HWI-EAS91_1_306UPAAXX:6:1:502:283 +GTTCCGACTACCCTCCCGACTGCCTATGATGTTTAT +>HWI-EAS91_1_306UPAAXX:6:1:418:1730 +GAAGGCTTCCCATTCATTCAGGAACCGCCTTCTGGT +>HWI-EAS91_1_306UPAAXX:6:1:596:647 +GCCTCAACGCAGCGACGAGCACGAGAGCGGTCAGTA +>HWI-EAS91_1_306UPAAXX:6:1:92:1591 +GTTCATGAAGGATGGTGTTAATGCCACTCCTCTCCC +>HWI-EAS91_1_306UPAAXX:6:1:430:1938 +GCAGGACGCTTTTTCACGTTCTGGTTGGTTGTGTCC +>HWI-EAS91_1_306UPAAXX:6:1:212:527 +GGTATTGATAAAGCTGTTGCCGATACTTGTAACAAT +>HWI-EAS91_1_306UPAAXX:6:1:594:942 +GACGACATTAGAAATATCCTTTGCAGTAGCGCCAAT +>HWI-EAS91_1_306UPAAXX:6:1:169:1774 +GCCTTCCATGATGAGACAGGCCGTTTTAATTTTTAC +>HWI-EAS91_1_306UPAAXX:6:1:1090:210 +GGAGAGCGCCAACGGCGTCCATCTCGAAGGAGTCGC +>HWI-EAS91_1_306UPAAXX:6:1:589:96 +GGCGGCCCCATCAGGGTTAGGAACATTAGAGCCTTG +>HWI-EAS91_1_306UPAAXX:6:1:1477:1231 +TAGGAACATTAGAGCCTTGAATGGCAGATTTAATAC +>HWI-EAS91_1_306UPAAXX:6:1:707:1076 +TCTGACGTTCGTGATGAGTTTGTATCTTTTTCTTTG +>HWI-EAS91_1_306UPAAXX:6:1:749:1715 +GAACATAATAAGCAATGACGGCAGCAATAAACTCAA +>HWI-EAS91_1_306UPAAXX:6:1:1738:1884 +GCTCACCTTTAGCATCAACAGGCCACAACCAACCAG +>HWI-EAS91_1_306UPAAXX:6:1:1160:1088 +TCACATTTTGTTCATGGTAGAGATTCTCTTGTTGAC +>HWI-EAS91_1_306UPAAXX:6:1:517:119 +GCAAGGCTAATGATTCACACGCCGACTGCTATCAGT +>HWI-EAS91_1_306UPAAXX:6:1:1472:716 +TGGTAATGGTGGTTTTCTTCATTTCATTCAGTTTTT +>HWI-EAS91_1_306UPAAXX:6:1:281:441 +GAGCAGTAGACTCCTTCTGTTGATAAGCAAGCATCT +>HWI-EAS91_1_306UPAAXX:6:1:1101:324 +AATACCATCAGCTTTACCGTCTTTCCAGAAATTGTT +>HWI-EAS91_1_306UPAAXX:6:1:1225:1494 +TTCTCAAATCCGGCGTCAACCATACCAGCAGAGGAA +>HWI-EAS91_1_306UPAAXX:6:1:1509:1025 +TTCTTGCTGCCGAGGGTCGCAAGGCTATTGTTTCAC +>HWI-EAS91_1_306UPAAXX:6:1:592:510 +GATACCAATAAAATCCCTAAGCATTTGTTTCTGGTT +>HWI-EAS91_1_306UPAAXX:6:1:324:1729 +GAACAAAGAAACGCGGCACAGAATGTTTATAGGTCT +>HWI-EAS91_1_306UPAAXX:6:1:128:1925 +GGAACAACTCACTAAAAACCAAGCTGTCGCTACTTC +>HWI-EAS91_1_306UPAAXX:6:1:786:893 +TACGGGGAAGGACGTCAATAGTCACACAGTCCTTGC +>HWI-EAS91_1_306UPAAXX:6:1:248:955 +GCTACAATGTGCTCCCCCAACTTGATATTAATAACA +>HWI-EAS91_1_306UPAAXX:6:1:388:1127 +GATATTGGTCGTATGGTTCTTGCTGCCTAGTGTCTC +>HWI-EAS91_1_306UPAAXX:6:1:721:1156 +TCTGGTTGGTTGTGGCCTTTTTATGCTAAATGTTAG +>HWI-EAS91_1_306UPAAXX:6:1:1564:1468 +TTACTTTTTATGTCCCTCATCGTCACGTTTATGTTG +>HWI-EAS91_1_306UPAAXX:6:1:750:77 +GGCTCATTCTGATTCTGAACAGCTTCTTGGGAAGTA +>HWI-EAS91_1_306UPAAXX:6:1:405:487 +GTTGGATTAAGCACTCCGTGGACAGATTTGTCATTT +>HWI-EAS91_1_306UPAAXX:6:1:836:1204 +TTGCTTCTGCTCTTGCTTGTGGCGCCATGTCTAAAT +>HWI-EAS91_1_306UPAAXX:6:1:224:1548 +GCTGCCGTCATTGCTTATTATGTTCATCCCTTCAAC +>HWI-EAS91_1_306UPAAXX:6:1:931:1015 +TTAAGGTACTGAATCTCTTTAGTCGCAGTAGGCGGT +>HWI-EAS91_1_306UPAAXX:6:1:329:579 +GTCCCTCATCGTCACGTTTATGGTGAACAGTGGATT +>HWI-EAS91_1_306UPAAXX:6:1:260:1145 +GCTTGCGTTTATGGTACGCTGGACTTTTTGTGATAC +>HWI-EAS91_1_306UPAAXX:6:1:1523:1253 +TTGGTAAAATACTGACCAGCCGTTTGAGCTTGAGTA +>HWI-EAS91_1_306UPAAXX:6:1:326:1271 +GACCACTCGCGATTCAATCATGACTTCGTGATAAAT +>HWI-EAS91_1_306UPAAXX:6:1:213:622 +GCACCTGTTTTACAGACACCTAAAGCTACATCGTCA +>HWI-EAS91_1_306UPAAXX:6:1:274:712 +GCGGTCAAAAAGCCGCCTCCGGTGGCATTCAAGGTG +>HWI-EAS91_1_306UPAAXX:6:1:1549:627 +TATGGTTCTTGCTGCCGAGGGTCGCAAGGCTAATGT +>HWI-EAS91_1_306UPAAXX:6:1:1714:737 +TCTTTCGTATTCTGGCGTGAAGTCGCCGACTGAATG +>HWI-EAS91_1_306UPAAXX:6:1:760:1217 +TACACGCAGGACGCTTTTTCACGTTCTGGTTGGTTT +>HWI-EAS91_1_306UPAAXX:6:1:174:768 +GTTGGCTGACGACCGATTAGAGGCGTTTTTTTATAT +>HWI-EAS91_1_306UPAAXX:6:1:172:1412 +GGTCGGCAGATTGCGATAAACGTTCACATTAAATTT +>HWI-EAS91_1_306UPAAXX:6:1:1393:869 +TTCATCCCGTCAACATTCAAACGGCCTGTCTCATCT +>HWI-EAS91_1_306UPAAXX:6:1:301:481 +GTTATAGATATTCAAATAACCCTGAAACAAATGCTT +>HWI-EAS91_1_306UPAAXX:6:1:648:1093 +TAACGCTGCATGAAGTAATCACGTTCTTGGTCAGTT +>HWI-EAS91_1_306UPAAXX:6:1:1233:591 +TTCCCATCTTGGCTTCCTTGCTGGTCAGATTGGTCT +>HWI-EAS91_1_306UPAAXX:6:1:540:1415 +TTATTAAAGAGATTATTTTTCTCCAGCCACTTATGT +>HWI-EAS91_1_306UPAAXX:6:1:151:1792 +GCAAGCTGCTTATGCTAATTTGCATACTGACCAAGA +>HWI-EAS91_1_306UPAAXX:6:1:748:1378 +TGGATTACTATCTGAGTCCGATGCTGTTCAACCACT +>HWI-EAS91_1_306UPAAXX:6:1:1526:1479 +TGGTTGGTTGTGGCCTGTTGATGCTAAAGGTGAGCC +>HWI-EAS91_1_306UPAAXX:6:1:985:1093 +TAACCGTCTTCTCGTTCTCTAAAAACCATTTTTCTT +>HWI-EAS91_1_306UPAAXX:6:1:480:1378 +TCAACCTCAGCACTAACCTTGCGAGTCATTTCTTTG +>HWI-EAS91_1_306UPAAXX:6:1:903:753 +TGTGGCCTGTTGATGCTAAAGGTGAGCCGCTTAAAG +>HWI-EAS91_1_306UPAAXX:6:1:1697:1737 +GGCGACCCTGTTTTGTATGGCAACTTGCCGCCGCGT +>HWI-EAS91_1_306UPAAXX:6:1:803:1037 +TGTTTGGTTCGCTTTGAGTCTTCTTCGGTTCCTACT +>HWI-EAS91_1_306UPAAXX:6:1:1727:1244 +TTAATGCTTGGGAGCGTGCTGGTGCTGATGCTTCCT +>HWI-EAS91_1_306UPAAXX:6:1:253:1162 +GCATTTAGTAGCGGTAAAGTTTGACCAAACCATTAT +>HWI-EAS91_1_306UPAAXX:6:1:216:856 +GTCCGGTTAAAGCCGCTGAATTGTTCGCGTTTACCT +>HWI-EAS91_1_306UPAAXX:6:1:825:886 +TCCCACAAAGTCCAGCGTACCATAAACGCAAGCCTC +>HWI-EAS91_1_306UPAAXX:6:1:1699:962 +TGATTTCGATTTTCTGACGAGTAACAAAGTTTGGAT +>HWI-EAS91_1_306UPAAXX:6:1:1210:625 +TCAGATAGTAATCCACGCTCTTTTAAAATGTCAACA +>HWI-EAS91_1_306UPAAXX:6:1:538:616 +TAAAGGCAAGCGTAAAGGCGCTCGTCTTTGGTATGT +>HWI-EAS91_1_306UPAAXX:6:1:184:1849 +GCTCACCTTTAGCATCAACAGGCCACAACCAACCAG +>HWI-EAS91_1_306UPAAXX:6:1:1636:1103 +TATCTGACTTTTTGTTAACGTATTTAGCCACATAGA +>HWI-EAS91_1_306UPAAXX:6:1:605:223 +GGTTATTTGAATATCTATAACAACTATTTTAAATCG +>HWI-EAS91_1_306UPAAXX:6:1:256:1052 +GGTAAAGGACTTCTTGAAGGTACGTTGCAGTCTGGC +>HWI-EAS91_1_306UPAAXX:6:1:300:1515 +GCCATGATGGTGGTTATTATACCGTCAAGGACTTTT +>HWI-EAS91_1_306UPAAXX:6:1:1684:1320 +TGCTTGGCTTCCATAAGCAGATGGATAACCGCATCA +>HWI-EAS91_1_306UPAAXX:6:1:1186:895 +TCAGATGGATACATCTGTCAACGCCGCTAATCAGGT +>HWI-EAS91_1_306UPAAXX:6:1:1463:754 +TCACTTCTGTTACTCCAGCTTCTTCGGCACCTGTTT +>HWI-EAS91_1_306UPAAXX:6:1:808:1053 +TGTCCACGGAGTGCTTAATCCAACTTACCAAGCTGG +>HWI-EAS91_1_306UPAAXX:6:1:960:1218 +TTTCTAATGTCGTCACTGATGCTGCTTCTGTTGTTT +>HWI-EAS91_1_306UPAAXX:6:1:521:1646 +GGAAAACGAACAAGCGCAAGAGTAAACATAGTGCCA +>HWI-EAS91_1_306UPAAXX:6:1:289:1885 +GCCAGCGATAACCGGAGTAGTTGAAATGGTAATAAG +>HWI-EAS91_1_306UPAAXX:6:1:471:170 +GGTCAGTTCCATCAACATCATAGCCAGATGCCCAGA +>HWI-EAS91_1_306UPAAXX:6:1:828:754 +TTTGCGTGACTATTTTCGTGATATTGTTCGTATGGT +>HWI-EAS91_1_306UPAAXX:6:1:924:1679 +TTTAATGTGACCGTTTATCGCAATCTGCCGACCACT +>HWI-EAS91_1_306UPAAXX:6:1:837:901 +TGCATTTTAGTAAGCTCTTTTTGATTCTCAAATCCG +>HWI-EAS91_1_306UPAAXX:6:1:543:16 +GCTTAATGCTTGGGAGCGTGCTGGTGCTGATGCTTC +>HWI-EAS91_1_306UPAAXX:6:1:1482:578 +TCTTTAGCTCCTAGACCTTTAGCAGCAAGGTCCATA +>HWI-EAS91_1_306UPAAXX:6:1:1254:1668 +TTATGCGCCTTCGTATGTTTCTCCTGCTTATCACCT +>HWI-EAS91_1_306UPAAXX:6:1:1402:898 +TCATGAGTCAAGTTACTGAACAATCCGTACGTTTCC +>HWI-EAS91_1_306UPAAXX:6:1:764:1534 +TTATACCGTCAAGGACTGTGTGACTATTGACGTCCT +>HWI-EAS91_1_306UPAAXX:6:1:681:1079 +TGGCGAATAAGTACGCGTTCTTGCAAATCACCAGAA +>HWI-EAS91_1_306UPAAXX:6:1:672:1350 +TTGCGCAGCTCGAGAAGCTCTTACTTTGCGACCTTT +>HWI-EAS91_1_306UPAAXX:6:1:1266:493 +TGACCAGCCGTTTGAGCTTGAGTAAGCATTTGGCGC +>HWI-EAS91_1_306UPAAXX:6:1:118:238 +GACGGTATAATAACCACCATCATGGCGACCATTCAA +>HWI-EAS91_1_306UPAAXX:6:1:699:433 +TTATTGCCCGGCGTACGGGGAAGGACGTCAATAGTC +>HWI-EAS91_1_306UPAAXX:6:1:708:1387 +TGCTTCTGACGTTCGTGATGAGTTTGTATCTGTTAC +>HWI-EAS91_1_306UPAAXX:6:1:498:1085 +TTATGATAATCCCAATGCTTTGCGTGACTATTTTCT +>HWI-EAS91_1_306UPAAXX:6:1:1101:1301 +TCCGTACGTTTCCAGACCGCTTTGGCCTCTATTAAT +>HWI-EAS91_1_306UPAAXX:6:1:261:213 +GAATGGTCGCCATGATGGTGGTTATTATACCGTCAC +>HWI-EAS91_1_306UPAAXX:6:1:1287:1267 +TGCTACTGACCGCTCTCGTGCTCGTCGCTGCGTTGT +>HWI-EAS91_1_306UPAAXX:6:1:744:331 +TTAATGGATGAATTGGCACAATGCTACAATGTGCTC +>HWI-EAS91_1_306UPAAXX:6:1:614:814 +TGTCAGCGTCATAAGAGGTTTTACCTCCAAATGAAG +>HWI-EAS91_1_306UPAAXX:6:1:1362:1063 +TAAACGCAAGCCTCAACGCAGCGACGAGCACGAGAG +>HWI-EAS91_1_306UPAAXX:6:1:1238:1508 +TCAACTAACGATTCTGTCAAAAACTGACGCGTTGGT +>HWI-EAS91_1_306UPAAXX:6:1:904:1130 +TTATCGCAATCTGCCGACCACTCGCGATTCAATCAT +>HWI-EAS91_1_306UPAAXX:6:1:465:216 +GACCATGCCGCTTTTCTTGGCACGATTAACCCTTAT +>HWI-EAS91_1_306UPAAXX:6:1:844:628 +TAATGTCAATAGATGTGGTAGAAGTCGTCATTTGGC +>HWI-EAS91_1_306UPAAXX:6:1:684:1444 +TATCCCACAAAGTCCAGCGTACCATAAACGCAAGCC +>HWI-EAS91_1_306UPAAXX:6:1:515:1373 +TAAGTTCATGAAGGATGGTGTTAATGCCACTCCTCT +>HWI-EAS91_1_306UPAAXX:6:1:764:1667 +TTGAGTTCGATAATGGTGATATGTATGTTGACGTCC +>HWI-EAS91_1_306UPAAXX:6:1:1722:598 +TGAGTTTATTGCTGCCGTCATTGCTTATTATGTTCT +>HWI-EAS91_1_306UPAAXX:6:1:670:1188 +TTCTGTCAAAAACTGACGCGTTGGATGAGGAGAAGT +>HWI-EAS91_1_306UPAAXX:6:1:1682:1705 +TAGCCACATAGAAACCAACAGCCATATAACTGGTAG +>HWI-EAS91_1_306UPAAXX:6:1:1008:1616 +TCCTTTACTTGTCATGCGCTCTAATCTCTGTGCATC +>HWI-EAS91_1_306UPAAXX:6:1:490:1220 +TAAAAATTTTAATTTTTGCCGCTGAGGGGTTGACCT +>HWI-EAS91_1_306UPAAXX:6:1:891:1437 +TAATGGTGATATGTATGTTTACGTCCATAAGGCTGT +>HWI-EAS91_1_306UPAAXX:6:1:1310:321 +TCAATCCCCAATGCTTGGCTTCCATAAGCAGATGGT +>HWI-EAS91_1_306UPAAXX:6:1:827:1597 +TGCGAGGTACTAAAGGCAAGCGTAAAGGCGCTCGTC +>HWI-EAS91_1_306UPAAXX:6:1:1062:1158 +TAGAGTCAATAGCAAGGCCACGACGCAATGGAGAAA +>HWI-EAS91_1_306UPAAXX:6:1:1419:208 +TGGCGCATAATCTCGGAAACCTGCTGTTGCTTGGAA +>HWI-EAS91_1_306UPAAXX:6:1:691:1018 +AAATATCAACCACACCAGAAGCAGCATCAGTGACGA +>HWI-EAS91_1_306UPAAXX:6:1:374:113 +GATAAAGCTGTTGCCGATACTTGGAACAATTTCTGT +>HWI-EAS91_1_306UPAAXX:6:1:1720:784 +TGAGGATAAATTATGTCTAATATTCAAACTGGCGCC +>HWI-EAS91_1_306UPAAXX:6:1:1424:1394 +ATAAAAATGATTGGCGTATCCAACCTGCAGAGTTTT +>HWI-EAS91_1_306UPAAXX:6:1:1063:1760 +TAGTTCATCAGCAAACGCAGAATCAGCGGTATGGCT +>HWI-EAS91_1_306UPAAXX:6:1:1235:729 +TTTTTATGTCCCTCATCGTCACGTTTATGGTGAACA +>HWI-EAS91_1_306UPAAXX:6:1:167:1507 +TAGTGTTATTAATATCAAGTTTTTGGAGCACATTGT +>HWI-EAS91_1_306UPAAXX:6:1:717:1569 +TCAGGAACCGCCTTCTGGTGATTTGCAAGAACGCGT +>HWI-EAS91_1_306UPAAXX:6:1:610:765 +TTCAGCGCCTTCCATGATGAGACAGGCCGTTTGAAT +>HWI-EAS91_1_306UPAAXX:6:1:663:380 +TAAACATTCTGTGCCGCGTTTCTTTGTTCCTTATCT +>HWI-EAS91_1_306UPAAXX:6:1:790:1358 +TTATCACCTTATTGAAGGCTTATCATTCATTTAGGT +>HWI-EAS91_1_306UPAAXX:6:1:965:1633 +TAGATGTGGTAGAAGTCGTCATTTGGCGAGAAAGCT +>HWI-EAS91_1_306UPAAXX:6:1:673:319 +TTCTTGCAAATCACCAGAAGGCGGTTCCTGAATGAT +>HWI-EAS91_1_306UPAAXX:6:1:684:371 +TAGCGGTAAAGTTAGACCAAACCATGAAACCAACAT +>HWI-EAS91_1_306UPAAXX:6:1:1147:1444 +ATCTGTCCACGGAGTGCTTAATCCAACTTACCAAGC +>HWI-EAS91_1_306UPAAXX:6:1:983:678 +ATACCTGGTCTTTCGTATTCTGGCGTGAAGTCGCCG +>HWI-EAS91_1_306UPAAXX:6:1:1608:1119 +TCACGCGGCGGCAAGTTGCCATACAAAACAGGGTCG +>HWI-EAS91_1_306UPAAXX:6:1:1048:1193 +TAGTCAGGTTAAATTTAATGTGACCGTTTATCGCAT +>HWI-EAS91_1_306UPAAXX:6:1:1265:1429 +ATATTTTTCATGGTATTGATAAAGCTGTTGCCGATT +>HWI-EAS91_1_306UPAAXX:6:1:1607:1677 +TGTTGCTTGGAAAGATTGGTGTTTTCCATAATAGAC +>HWI-EAS91_1_306UPAAXX:6:1:1087:1421 +ACGAACGTCAGAAGCAGCCTTATGGCCGTCAACATC +>HWI-EAS91_1_306UPAAXX:6:1:324:490 +GCACCAAACATAAATCACCTCACTTAAGTGGCTGGG +>HWI-EAS91_1_306UPAAXX:6:1:1596:614 +TTACCGCTACTAAATGCCGCGGATTGGTTTCGCTGT +>HWI-EAS91_1_306UPAAXX:6:1:343:83 +GTTACGCAGTTTTGCCGCAAGCTGGCTGCTGTACGC +>HWI-EAS91_1_306UPAAXX:6:1:203:667 +GCATGAATGTGCTTAATAGAGGCCAAGGCGGTCTAG +>HWI-EAS91_1_306UPAAXX:6:1:34:480 +GGCAAGTTGCCATACAAAACAGGGTCGCCAGCAATT +>HWI-EAS91_1_306UPAAXX:6:1:606:1743 +TAGCGACAGCTTGGTTTTTAGTGAGTTGTTCCATTC +>HWI-EAS91_1_306UPAAXX:6:1:254:1391 +TATAATTACCCCAAAAAGAAAGGTATTAAGGATGAG +>HWI-EAS91_1_306UPAAXX:6:1:1568:1750 +TAACCAGTAGTGTTAACAGTCGGGAGAGGAGTGGCT +>HWI-EAS91_1_306UPAAXX:6:1:1538:869 +TACCCCAAAAAGAAAGGTATTAAGGATGAGTGTTCA +>HWI-EAS91_1_306UPAAXX:6:1:255:38 +GTCAGGATTGACACCCTCCCAATTGTATGTTTTCAT +>HWI-EAS91_1_306UPAAXX:6:1:1543:1555 +TAAAACGCCTCTAATCGGTCGTCAGCCAACGTGAGG +>HWI-EAS91_1_306UPAAXX:6:1:1365:733 +AGAATCAGCGGTATGGCTCTTCTCCTTTTTTCGCTT +>HWI-EAS91_1_306UPAAXX:6:1:1604:943 +TACTTGTCATGCGCTCTAATCTCTGGGCATCTGGCT +>HWI-EAS91_1_306UPAAXX:6:1:1574:1632 +TCAGTATGCAAATTAGCATAAGCAGCTTGCAGACCC +>HWI-EAS91_1_306UPAAXX:6:1:565:1799 +TCTTGGTCAGTATGCAAATTAGCATAAGCAGCTTGC +>HWI-EAS91_1_306UPAAXX:6:1:1004:380 +TATTGACTCTACTGTAGACATTTTTACTTTTTATTT +>HWI-EAS91_1_306UPAAXX:6:1:1345:965 +ATTCAAAGGATAAACATCATAGGCAGTCGGGAGGGT +>HWI-EAS91_1_306UPAAXX:6:1:1704:756 +TGGTAAAGGACTTCTTGAAGGTACGTTGCAGGCTGG +>HWI-EAS91_1_306UPAAXX:6:1:310:1346 +TATAACGTTGACGATGTAGCTTTAGTTTTCTTTAAA +>HWI-EAS91_1_306UPAAXX:6:1:900:1858 +TTTACCGCTTCGGCGTTATAACCTCACACTCAATCT +>HWI-EAS91_1_306UPAAXX:6:1:1250:1741 +TAAATCCAAAACGGCAGAAGCCTGAATGAGCTTAAT +>HWI-EAS91_1_306UPAAXX:6:1:1170:1317 +TCAAACTGGCGCCGAGCGTATGCCGCATGACCTTTC +>HWI-EAS91_1_306UPAAXX:6:1:149:1896 +GCTCGAGAAGCTCTTACTTTGCGACCTTTCGCCATC +>HWI-EAS91_1_306UPAAXX:6:1:1504:494 +TGTCTACAGTAGAGTCAATAGCAAGGCCACGACGCC +>HWI-EAS91_1_306UPAAXX:6:1:395:256 +GTCCATATCTGACTTTTTGTTAACGTATTTATCCAC +>HWI-EAS91_1_306UPAAXX:6:1:1110:1109 +ACCGCTTCGGCGTTATAACCTCACACTCAATCTTTT +>HWI-EAS91_1_306UPAAXX:6:1:895:649 +TTCTGCACGTAATTTTTGACGCACGTTTTCTTCTGC +>HWI-EAS91_1_306UPAAXX:6:1:827:1378 +TGCAAGCTGCTTATGCTAATTTGCATACTGACCAAG +>HWI-EAS91_1_306UPAAXX:6:1:1051:1587 +TTTGACACTCTCACGTTGGCTGACGACCGATTAGAG +>HWI-EAS91_1_306UPAAXX:6:1:1656:1549 +AACCTGCTGTTGCTTGGAAAGATTGGTGTTTTCCAT +>HWI-EAS91_1_306UPAAXX:6:1:366:150 +GGTCAGTAGCAATCCAAACTTTGTTACTCGTCAGAA +>HWI-EAS91_1_306UPAAXX:6:1:955:1792 +ATTAAGCTCATTCAGGCTTCTGCCGTTTTGGATTTA +>HWI-EAS91_1_306UPAAXX:6:1:1340:1403 +ATAAAATGCACCGCATGGAAATGAAGACGGCCATTA +>HWI-EAS91_1_306UPAAXX:6:1:1693:1017 +TGAGTTTGTATCTGTTACTGAGAAGTTAATGGATGT +>HWI-EAS91_1_306UPAAXX:6:1:1099:1572 +AATTTTTACCGCTTCGGCGTTATAACCTCACACTCA +>HWI-EAS91_1_306UPAAXX:6:1:218:1148 +TATGCAAATTAGCATAAGCAGCTTGCAGACCCATAT +>HWI-EAS91_1_306UPAAXX:6:1:403:614 +TGGTGCTGATGCTTCCTCTGCTGGTATGGTTTACGC +>HWI-EAS91_1_306UPAAXX:6:1:1651:646 +TCAAGCTCTTGGAAGAGATTCTGTCTTTTCGTATGC +>HWI-EAS91_1_306UPAAXX:6:1:1566:499 +TGCGGTGCATTTTATGCGGACACTTCCTACAGGTAG +>HWI-EAS91_1_306UPAAXX:6:1:825:951 +ACAGGCCGTTTGAATGTTTACGGGGTGTACATAATA +>HWI-EAS91_1_306UPAAXX:6:1:1745:1865 +TTAACTTCTGCGTCATGGAAGCGATAAAACTCTGCG +>HWI-EAS91_1_306UPAAXX:6:1:973:1992 +TAGTAATTCCTGCTTTATCAAGATAATTTTTCGACT +>HWI-EAS91_1_306UPAAXX:6:1:171:1653 +TAATAATGTTTTCCGTAAATTCAGCGCCTTCCATGT +>HWI-EAS91_1_306UPAAXX:6:1:397:363 +TGAGGAGAAGTGGCTTAATATGCTTGGCACGTTCGT +>HWI-EAS91_1_306UPAAXX:6:1:1336:1155 +ATATGTATGTTGACGGCCATAAGGCTGCTTCTGACG +>HWI-EAS91_1_306UPAAXX:6:1:685:629 +AGTATGCAAATTAGCATAAGCAGCTTGCAGACCCAT +>HWI-EAS91_1_306UPAAXX:6:1:1409:510 +ACATAATAAGCAATGACGGCAGCAATAAACTCAACA +>HWI-EAS91_1_306UPAAXX:6:1:1631:998 +AACCATCAGCATGAGCCTGTCGCATTGCATTCATCC +>HWI-EAS91_1_306UPAAXX:6:1:260:1698 +TTATTATGTTCATCCCGTCAACATTCAAACTGCCTT +>HWI-EAS91_1_306UPAAXX:6:1:578:971 +TTAACGCTACTAAATTCCGCGGATTGGTTTCGTTGT +>HWI-EAS91_1_306UPAAXX:6:1:1613:642 +ATAGAAATTTCACGCGGCGGCAAGTTGCCATACAAA +>HWI-EAS91_1_306UPAAXX:6:1:237:650 +GACGGTATAATAACCACCATCATGGCGACCATTCAA +>HWI-EAS91_1_306UPAAXX:6:1:1100:1875 +TTATGGTTCGTTCTTATTACCCTTCTGAATGTCACG +>HWI-EAS91_1_306UPAAXX:6:1:352:32 +GTACCATAAACGCAAGCCTCAACGCAGCGACGAGCC +>HWI-EAS91_1_306UPAAXX:6:1:443:229 +GCAGTAGGCGGAAAACGAACAAGCGCAAGAGTAAAC +>HWI-EAS91_1_306UPAAXX:6:1:1131:731 +AGCAGTCGGCGTGTGAATCATTAGCCTTGCGACCCT +>HWI-EAS91_1_306UPAAXX:6:1:133:1089 +AAGGTTAGTGCTGAGGTTGACTTAGTTCATCATCAA +>HWI-EAS91_1_306UPAAXX:6:1:65:1307 +TGTGGGATACCCTCGCTTTCCTGCTCCTGTTGAGTT +>HWI-EAS91_1_306UPAAXX:6:1:905:1493 +TCAGCTTTACCGTCTTTCCAGAAATTGTTCCAAGTT +>HWI-EAS91_1_306UPAAXX:6:1:733:540 +TGCCGCGGATTGGTTTCGCTGAATCAGGTTATTAAT +>HWI-EAS91_1_306UPAAXX:6:1:161:1707 +TAATGTCGTCACTGATGCTGCTTCTGTTGTTGTTTT +>HWI-EAS91_1_306UPAAXX:6:1:380:1861 +TCTGGGCATCTGGCTATGATGTTGATGGAACTGACC +>HWI-EAS91_1_306UPAAXX:6:1:1761:566 +TATTGGTCGTATGGTTCTTGCTGCCGAGGGTCGCAT +>HWI-EAS91_1_306UPAAXX:6:1:1486:651 +TGGCGGTATTTCTTCTTCTCTTTCTTGTTGCGCCCT +>HWI-EAS91_1_306UPAAXX:6:1:508:1380 +TCCATCAACATCATAGCCAGATGCCCAGAGATTAGA +>HWI-EAS91_1_306UPAAXX:6:1:1763:855 +TGTTTTGTATGGCAACTTGCCGCCGCGTGAAATTTC +>HWI-EAS91_1_306UPAAXX:6:1:1553:553 +TAATTGCAGGGGCTTCGGCCCCTTACTTGAGGATAA +>HWI-EAS91_1_306UPAAXX:6:1:1424:507 +TCCACTGCAACAACTGAACGGACTGGAAACACTGGT +>HWI-EAS91_1_306UPAAXX:6:1:988:135 +TAAGCTGGTTCTCACTTCTGTTACTCCAGCTTCTTC +>HWI-EAS91_1_306UPAAXX:6:1:810:1918 +TTTTCATCCCGAAGTTGCGGCTCATTCTGATTCTGT +>HWI-EAS91_1_306UPAAXX:6:1:588:559 +TCTGGTTGAACGGCGTCGCGTCGTAACCCAGCTTGG +>HWI-EAS91_1_306UPAAXX:6:1:1264:1214 +ATCAGGTTATTAAAGAGATTATTTGTCTCCAGCCAC +>HWI-EAS91_1_306UPAAXX:6:1:1000:1475 +TCCGTTCTGGTGATTCGTCTAAGAAGTTTAAGATTG +>HWI-EAS91_1_306UPAAXX:6:1:1389:160 +TTATTCGCCACCATGATTATGACCAGTGTTTCCAGT +>HWI-EAS91_1_306UPAAXX:6:1:422:1296 +TTCAACTACTCCGGTTATCGCTGGCGACTCCTTCGT +>HWI-EAS91_1_306UPAAXX:6:1:1273:856 +TAGCCATAGCACCAGAAACAAAACTAGGGGCGGCCT +>HWI-EAS91_1_306UPAAXX:6:1:450:969 +TGTTTTCCATAATAGACGCAACGCGAGCAGTAGACT +>HWI-EAS91_1_306UPAAXX:6:1:1202:828 +ATCGTCAACGTTATATTTTGATAGTTTGACGTTTAT +>HWI-EAS91_1_306UPAAXX:6:1:1721:1800 +GGGTTAGGGACATTAGAGCCTTGACTGACTGAGTTT +>HWI-EAS91_1_306UPAAXX:6:1:228:2019 +TTGAGTAAGCATTTGGCGCATAATCTCGGAAACCTG +>HWI-EAS91_1_306UPAAXX:6:1:1579:1214 +ACGTTTGGTCAGTTCCATCAACATCATAGCCAGATG +>HWI-EAS91_1_306UPAAXX:6:1:429:1055 +TTTTGCCTGTTTGGTTCGCTTTGAGTCTTCTTCTTT +>HWI-EAS91_1_306UPAAXX:6:1:1359:1689 +AAGAGCAGAAGCAATACCGCCAGCAATAGCACCAAA +>HWI-EAS91_1_306UPAAXX:6:1:1474:1056 +TCCTCCTGAGACTGAGCTTTCTCGCCAAATGACGAC +>HWI-EAS91_1_306UPAAXX:6:1:105:1818 +TTGGGGATTGAGAAAGAGTAGAAATGCCACAAGCCT +>HWI-EAS91_1_306UPAAXX:6:1:208:1538 +TAAAATGCAACTGGACAATCAGAAAGAGATTGCCGA +>HWI-EAS91_1_306UPAAXX:6:1:1361:1623 +AATCCGTACGTTTCCAGACCGCTTTGGCCTCTATTA +>HWI-EAS91_1_306UPAAXX:6:1:595:1670 +TGAATCTCTTTAGTCGCAGTAGGCGGAAAACGAACA +>HWI-EAS91_1_306UPAAXX:6:1:6:1885 +TCTAATGTCGTCACTGATGCTGCTTCTGGTGTGTTT +>HWI-EAS91_1_306UPAAXX:6:1:706:1085 +TGGTTCGTTCTTATTACCCTTCTGAATGTCACGCTG +>HWI-EAS91_1_306UPAAXX:6:1:1307:825 +AGCGGTAAAGTTAGACCAAACCATGAAACCAACATA +>HWI-EAS91_1_306UPAAXX:6:1:762:802 +TGGCATTAACACCATCCTTCATGAACTTAATCCACT +>HWI-EAS91_1_306UPAAXX:6:1:1657:506 +TTGCGACCCTCGGCAGCAAGAACCATACGACCAATT +>HWI-EAS91_1_306UPAAXX:6:1:184:811 +TTCTGATAAGCTGGTTCTCACTTCTGTTACTCCAGC +>HWI-EAS91_1_306UPAAXX:6:1:1469:1718 +TGACCGCTCTCGTGCTCGTCGCTGCGTTGAGGCTTT +>HWI-EAS91_1_306UPAAXX:6:1:815:1640 +TGGCGGCGATTGCGTACCCGACGACCCAAATTAGGG +>HWI-EAS91_1_306UPAAXX:6:1:1580:1388 +AAGGCTTCCCATTCATTCAGGAACCGCCTTCTGGTG +>HWI-EAS91_1_306UPAAXX:6:1:1617:1554 +TACGGGGAAGGACGTCAATAGTCACACAGTCCTTGA +>HWI-EAS91_1_306UPAAXX:6:1:1544:431 +TGATGCTAAAGGTGAGCCGCTTAAAGCTACCAGTTA +>HWI-EAS91_1_306UPAAXX:6:1:1604:1541 +TCAGTGACGACATTAGAAATATCCTTTGCAGTAGCG +>HWI-EAS91_1_306UPAAXX:6:1:1485:741 +ATCAAACGCTGAATAGTAAAGCCTCTACGCGATTTC +>HWI-EAS91_1_306UPAAXX:6:1:1226:393 +TGCCACAAGCCTCAATAGCAGGTTTAAGAGCCTCGA +>HWI-EAS91_1_306UPAAXX:6:1:1506:973 +ATTAGGGTCAACGCTACCTGTAGGAAGTGTCCGCAT +>HWI-EAS91_1_306UPAAXX:6:1:890:1838 +TGTCTAATATTCAAACTGGCGCCGAGCGTATGCCGC +>HWI-EAS91_1_306UPAAXX:6:1:453:1527 +TAAGAGGGCGTTCAGCAGCCAGCTTGCGGCAAAACT +>HWI-EAS91_1_306UPAAXX:6:1:1056:570 +ACATTGTAGCATTGTGCCAATTCATCCATTAACTTC +>HWI-EAS91_1_306UPAAXX:6:1:1736:74 +TATCCGAAAGTGTTAACTTCTGCGTCATGGAAGCGT +>HWI-EAS91_1_306UPAAXX:6:1:169:1896 +GTATGCAAATTAGCATAAGCAGCTTGCAGACCCATA +>HWI-EAS91_1_306UPAAXX:6:1:259:949 +TGAGGATAAATTATGTCTAATATTCAAACTTGCTCC +>HWI-EAS91_1_306UPAAXX:6:1:1205:893 +ATTTCTGGAAAGACGGTAAAGCTGATGGTATTGGCT +>HWI-EAS91_1_306UPAAXX:6:1:732:1335 +TACTCGTGATTATCTTGCTGCTGCATTTCCTGAGCT +>HWI-EAS91_1_306UPAAXX:6:1:667:664 +TCTGAGTCCGATGCTGTTCAACCACTAATAGGTAAG +>HWI-EAS91_1_306UPAAXX:6:1:535:587 +TTAGAGGCGTTTTATGATAATCCCAATGCTTTGCGT +>HWI-EAS91_1_306UPAAXX:6:1:412:446 +GTGTGGTTGATATTTTTCATGGTATTGATAAAGCTT +>HWI-EAS91_1_306UPAAXX:6:1:507:1599 +TTGCTGGCGGTTTTTCTTTTTTTTTTTTTTTTTTTT +>HWI-EAS91_1_306UPAAXX:6:1:575:1818 +TAAAATGCACCGCATGGAAATGAAGACGGCCATTAG +>HWI-EAS91_1_306UPAAXX:6:1:1568:1428 +ACCAGTTATATGGCTGGTTGTTTTTTTTTTTTTTTT +>HWI-EAS91_1_306UPAAXX:6:1:1417:982 +AACAAGAGAATCTCTACCATGAACAAAATGTGACTC +>HWI-EAS91_1_306UPAAXX:6:1:280:1340 +GGCCAAACCAGTGGCGATGGCCGCGCTGGAGGTTTT +>HWI-EAS91_1_306UPAAXX:6:1:966:144 +TACTAAATGCCGCGGATTGGTTTCGCTGAATCAGGT +>HWI-EAS91_1_306UPAAXX:6:1:1391:1987 +TAATAATGTTTTCCGTAAATTCAGCGCCTTCCATGT +>HWI-EAS91_1_306UPAAXX:6:1:1280:278 +ATGGAAATGAAGACGGCCATTAGCTGTACCATACTC +>HWI-EAS91_1_306UPAAXX:6:1:631:858 +TGATATTGGTCGTATGGTTCTTGCTTCCGTGGGTCT +>HWI-EAS91_1_306UPAAXX:6:1:518:573 +TTAGGTGTCTGTAAAACAGGTGCCGAAGAAGCTGGT +>HWI-EAS91_1_306UPAAXX:6:1:54:981 +TTGACATTTTAAAAGAGCGTGGATTACTATCTGATT +>HWI-EAS91_1_306UPAAXX:6:1:218:1165 +TATTGACTCTACTGTAGACATTTTTACTTTTTATTT +>HWI-EAS91_1_306UPAAXX:6:1:1727:1530 +TCAACGCAGCGACGAGCACGAGAGCGGTCAGTAGCA +>HWI-EAS91_1_306UPAAXX:6:1:519:657 +TGAACAGCATCGGACTCAGATAGTAATCCACGCTCT +>HWI-EAS91_1_306UPAAXX:6:1:939:967 +ATACCGTCAAGGACTGTGTGACTATTGACGTCCTTC +>HWI-EAS91_1_306UPAAXX:6:1:299:1060 +TATAACTGGTAGCTTTAAGCGGCTCACCTTTAGCAT +>HWI-EAS91_1_306UPAAXX:6:1:438:665 +TAATTCGTAAACAAGCAGTAGTAATTCCTGCTTTAT +>HWI-EAS91_1_306UPAAXX:6:1:1303:1971 +AGCATTGTGCCAATTCATCCATTAACTTCTCAGTAA +>HWI-EAS91_1_306UPAAXX:6:1:214:1264 +TCAGCACCAACAGAAACAACCTGATTAGCGGCGTTG +>HWI-EAS91_1_306UPAAXX:6:1:1454:1423 +AACGGAAAACATCCTTCATAGAAATTTCACGCGGCG +>HWI-EAS91_1_306UPAAXX:6:1:1633:340 +TTCCATAATAGACGCAACGCGAGCAGTAGACTCCTT +>HWI-EAS91_1_306UPAAXX:6:1:671:1196 +ATACGAAAAGACAGAATCTCTTCCAAGAGCTTGATG diff -r b6ff467f4522 -r 26825f08d362 test-data/phiX.fa --- /dev/null Thu Jan 01 00:00:00 1970 +0000 +++ b/test-data/phiX.fa Sun Sep 14 14:58:50 2008 -0400 @@ -0,0 +1,79 @@ +>phiX +GAGTTTTATCGCTTCCATGACGCAGAAGTTAACACTTTCGGATATTTCTGATGAGTCGAAAAATTATCTT +GATAAAGCAGGAATTACTACTGCTTGTTTACGAATTAAATCGAAGTGGACTGCTGGCGGAAAATGAGAAA +ATTCGACCTATCCTTGCGCAGCTCGAGAAGCTCTTACTTTGCGACCTTTCGCCATCAACTAACGATTCTG +TCAAAAACTGACGCGTTGGATGAGGAGAAGTGGCTTAATATGCTTGGCACGTTCGTCAAGGACTGGTTTA +GATATGAGTCACATTTTGTTCATGGTAGAGATTCTCTTGTTGACATTTTAAAAGAGCGTGGATTACTATC +TGAGTCCGATGCTGTTCAACCACTAATAGGTAAGAAATCATGAGTCAAGTTACTGAACAATCCGTACGTT +TCCAGACCGCTTTGGCCTCTATTAAGCTCATTCAGGCTTCTGCCGTTTTGGATTTAACCGAAGATGATTT +CGATTTTCTGACGAGTAACAAAGTTTGGATTGCTACTGACCGCTCTCGTGCTCGTCGCTGCGTTGAGGCT +TGCGTTTATGGTACGCTGGACTTTGTGGGATACCCTCGCTTTCCTGCTCCTGTTGAGTTTATTGCTGCCG +TCATTGCTTATTATGTTCATCCCGTCAACATTCAAACGGCCTGTCTCATCATGGAAGGCGCTGAATTTAC +GGAAAACATTATTAATGGCGTCGAGCGTCCGGTTAAAGCCGCTGAATTGTTCGCGTTTACCTTGCGTGTA +CGCGCAGGAAACACTGACGTTCTTACTGACGCAGAAGAAAACGTGCGTCAAAAATTACGTGCGGAAGGAG +TGATGTAATGTCTAAAGGTAAAAAACGTTCTGGCGCTCGCCCTGGTCGTCCGCAGCCGTTGCGAGGTACT +AAAGGCAAGCGTAAAGGCGCTCGTCTTTGGTATGTAGGTGGTCAACAATTTTAATTGCAGGGGCTTCGGC +CCCTTACTTGAGGATAAATTATGTCTAATATTCAAACTGGCGCCGAGCGTATGCCGCATGACCTTTCCCA +TCTTGGCTTCCTTGCTGGTCAGATTGGTCGTCTTATTACCATTTCAACTACTCCGGTTATCGCTGGCGAC +TCCTTCGAGATGGACGCCGTTGGCGCTCTCCGTCTTTCTCCATTGCGTCGTGGCCTTGCTATTGACTCTA +CTGTAGACATTTTTACTTTTTATGTCCCTCATCGTCACGTTTATGGTGAACAGTGGATTAAGTTCATGAA +GGATGGTGTTAATGCCACTCCTCTCCCGACTGTTAACACTACTGGTTATATTGACCATGCCGCTTTTCTT +GGCACGATTAACCCTGATACCAATAAAATCCCTAAGCATTTGTTTCAGGGTTATTTGAATATCTATAACA +ACTATTTTAAAGCGCCGTGGATGCCTGACCGTACCGAGGCTAACCCTAATGAGCTTAATCAAGATGATGC +TCGTTATGGTTTCCGTTGCTGCCATCTCAAAAACATTTGGACTGCTCCGCTTCCTCCTGAGACTGAGCTT +TCTCGCCAAATGACGACTTCTACCACATCTATTGACATTATGGGTCTGCAAGCTGCTTATGCTAATTTGC +ATACTGACCAAGAACGTGATTACTTCATGCAGCGTTACCATGATGTTATTTCTTCATTTGGAGGTAAAAC +CTCTTATGACGCTGACAACCGTCCTTTACTTGTCATGCGCTCTAATCTCTGGGCATCTGGCTATGATGTT +GATGGAACTGACCAAACGTCGTTAGGCCAGTTTTCTGGTCGTGTTCAACAGACCTATAAACATTCTGTGC +CGCGTTTCTTTGTTCCTGAGCATGGCACTATGTTTACTCTTGCGCTTGTTCGTTTTCCGCCTACTGCGAC +TAAAGAGATTCAGTACCTTAACGCTAAAGGTGCTTTGACTTATACCGATATTGCTGGCGACCCTGTTTTG +TATGGCAACTTGCCGCCGCGTGAAATTTCTATGAAGGATGTTTTCCGTTCTGGTGATTCGTCTAAGAAGT +TTAAGATTGCTGAGGGTCAGTGGTATCGTTATGCGCCTTCGTATGTTTCTCCTGCTTATCACCTTCTTGA +AGGCTTCCCATTCATTCAGGAACCGCCTTCTGGTGATTTGCAAGAACGCGTACTTATTCGCCACCATGAT +TATGACCAGTGTTTCCAGTCCGTTCAGTTGTTGCAGTGGAATAGTCAGGTTAAATTTAATGTGACCGTTT +ATCGCAATCTGCCGACCACTCGCGATTCAATCATGACTTCGTGATAAAAGATTGAGTGTGAGGTTATAAC +GCCGAAGCGGTAAAAATTTTAATTTTTGCCGCTGAGGGGTTGACCAAGCGAAGCGCGGTAGGTTTTCTGC +TTAGGAGTTTAATCATGTTTCAGACTTTTATTTCTCGCCATAATTCAAACTTTTTTTCTGATAAGCTGGT +TCTCACTTCTGTTACTCCAGCTTCTTCGGCACCTGTTTTACAGACACCTAAAGCTACATCGTCAACGTTA +TATTTTGATAGTTTGACGGTTAATGCTGGTAATGGTGGTTTTCTTCATTGCATTCAGATGGATACATCTG +TCAACGCCGCTAATCAGGTTGTTTCTGTTGGTGCTGATATTGCTTTTGATGCCGACCCTAAATTTTTTGC +CTGTTTGGTTCGCTTTGAGTCTTCTTCGGTTCCGACTACCCTCCCGACTGCCTATGATGTTTATCCTTTG +AATGGTCGCCATGATGGTGGTTATTATACCGTCAAGGACTGTGTGACTATTGACGTCCTTCCCCGTACGC +CGGGCAATAACGTTTATGTTGGTTTCATGGTTTGGTCTAACTTTACCGCTACTAAATGCCGCGGATTGGT +TTCGCTGAATCAGGTTATTAAAGAGATTATTTGTCTCCAGCCACTTAAGTGAGGTGATTTATGTTTGGTG +CTATTGCTGGCGGTATTGCTTCTGCTCTTGCTGGTGGCGCCATGTCTAAATTGTTTGGAGGCGGTCAAAA +AGCCGCCTCCGGTGGCATTCAAGGTGATGTGCTTGCTACCGATAACAATACTGTAGGCATGGGTGATGCT +GGTATTAAATCTGCCATTCAAGGCTCTAATGTTCCTAACCCTGATGAGGCCGCCCCTAGTTTTGTTTCTG +GTGCTATGGCTAAAGCTGGTAAAGGACTTCTTGAAGGTACGTTGCAGGCTGGCACTTCTGCCGTTTCTGA +TAAGTTGCTTGATTTGGTTGGACTTGGTGGCAAGTCTGCCGCTGATAAAGGAAAGGATACTCGTGATTAT +CTTGCTGCTGCATTTCCTGAGCTTAATGCTTGGGAGCGTGCTGGTGCTGATGCTTCCTCTGCTGGTATGG +TTGACGCCGGATTTGAGAATCAAAAAGAGCTTACTAAAATGCAACTGGACAATCAGAAAGAGATTGCCGA +GATGCAAAATGAGACTCAAAAAGAGATTGCTGGCATTCAGTCGGCGACTTCACGCCAGAATACGAAAGAC +CAGGTATATGCACAAAATGAGATGCTTGCTTATCAACAGAAGGAGTCTACTGCTCGCGTTGCGTCTATTA +TGGAAAACACCAATCTTTCCAAGCAACAGCAGGTTTCCGAGATTATGCGCCAAATGCTTACTCAAGCTCA +AACGGCTGGTCAGTATTTTACCAATGACCAAATCAAAGAAATGACTCGCAAGGTTAGTGCTGAGGTTGAC +TTAGTTCATCAGCAAACGCAGAATCAGCGGTATGGCTCTTCTCATATTGGCGCTACTGCAAAGGATATTT +CTAATGTCGTCACTGATGCTGCTTCTGGTGTGGTTGATATTTTTCATGGTATTGATAAAGCTGTTGCCGA +TACTTGGAACAATTTCTGGAAAGACGGTAAAGCTGATGGTATTGGCTCTAATTTGTCTAGGAAATAACCG +TCAGGATTGACACCCTCCCAATTGTATGTTTTCATGCCTCCAAATCTTGGAGGCTTTTTTATGGTTCGTT +CTTATTACCCTTCTGAATGTCACGCTGATTATTTTGACTTTGAGCGTATCGAGGCTCTTAAACCTGCTAT +TGAGGCTTGTGGCATTTCTACTCTTTCTCAATCCCCAATGCTTGGCTTCCATAAGCAGATGGATAACCGC +ATCAAGCTCTTGGAAGAGATTCTGTCTTTTCGTATGCAGGGCGTTGAGTTCGATAATGGTGATATGTATG +TTGACGGCCATAAGGCTGCTTCTGACGTTCGTGATGAGTTTGTATCTGTTACTGAGAAGTTAATGGATGA +ATTGGCACAATGCTACAATGTGCTCCCCCAACTTGATATTAATAACACTATAGACCACCGCCCCGAAGGG +GACGAAAAATGGTTTTTAGAGAACGAGAAGACGGTTACGCAGTTTTGCCGCAAGCTGGCTGCTGAACGCC +CTCTTAAGGATATTCGCGATGAGTATAATTACCCCAAAAAGAAAGGTATTAAGGATGAGTGTTCAAGATT +GCTGGAGGCCTCCACTATGAAATCGCGTAGAGGCTTTGCTATTCAGCGTTTGATGAATGCAATGCGACAG +GCTCATGCTGATGGTTGGTTTATCGTTTTTGACACTCTCACGTTGGCTGACGACCGATTAGAGGCGTTTT +ATGATAATCCCAATGCTTTGCGTGACTATTTTCGTGATATTGGTCGTATGGTTCTTGCTGCCGAGGGTCG +CAAGGCTAATGATTCACACGCCGACTGCTATCAGTATTTTTGTGTGCCTGAGTATGGTACAGCTAATGGC +CGTCTTCATTTCCATGCGGTGCACTTTATGCGGACACTTCCTACAGGTAGCGTTGACCCTAATTTTGGTC +GTCGGGTACGCAATCGCCGCCAGTTAAATAGCTTGCAAAATACGTGGCCTTATGGTTACAGTATGCCCAT +CGCAGTTCGCTACACGCAGGACGCTTTTTCACGTTCTGGTTGGTTGTGGCCTGTTGATGCTAAAGGTGAG +CCGCTTAAAGCTACCAGTTATATGGCTGTTGGTTTCTATGTGGCTAAATACGTTAACAAAAAGTCAGATA +TGGACCTTGCTGCTAAAGGTCTAGGAGCTAAAGAATGGAACAACTCACTAAAAACCAAGCTGTCGCTACT +TCCCAAGAAGCTGTTCAGAATCAGAATGAGCCGCAACTTCGGGATGAAAATGCTCACAATGACAAATCTG +TCCACGGAGTGCTTAATCCAACTTACCAAGCTGGGTTACGACGCGACGCCGTTCAACCAGATATTGAAGC +AGAACGCAAAAAGAGAGATGAGATTGAGGCTGGGAAAAGTTACTGTAGCCGACGTTTTGGCGGCGCAACC +TGTGACGACAAATCTGCTCAAATTTATGCGCGCTTCGATAAAAATGATTGGCGTATCCAACCTGCA +

1 0

dynamic_options
by Ross 15 Sep '08

15 Sep '08

I see from the parameters code that dynamic_options are to be replaced with options as part of workflow buildout. I'm finding lots of use cases where the dynamic_options returned by code from an included module makes some complicated things really easy for users. For example. In the new gene expression tools, each expression experiment is stored as a new Galaxy datatype based on the Bioconductor representation (affybatch, eset etc). Each of those structures has (optional!) accompanying experimental metadata (phenodata) which at the time the affybatch is being created, is in the form of a tab delimited file with a header row. For constructing design and contrast matrices for analyses, the user has to choose one or more of those phenodata columns for that experiment - and the choice typically might be limited to those columns containing *exactly* two values - ie dichotomous contrasts. I have code working that allows the user to choose an input (eg affybatch) experiment file from their history, then to choose from among *only* the dichotomous phenotype columns, and run the analysis - you cannot imagine what a big deal this is compared with trying to teach people to generate design and contrast matrices interactively in R! But of course, these miracles all rely on dynamic_options calling some code included with the tool. What's the best way forward for a situation where we need to obtain this kind of drop down list for a tool, that depends on the choice on a previous page, that will be compatible with workflows in the long-haul? I guess one approach is that when generating the (eg affybatch) metadata, I guess I could create all the option lists I'm going to ever need as additional metadata datastructures that could be used like the options from files are used elsewhere - the catch is that they'd all have to be precomputed rather than being computed on the fly by the tool - is that reasonable or is there some way to allow dynamic computing on the metadata (and it's a little complex, involving parsing the phenodata and constructing a concordance of the values in each column and eg returning only the columns with exactly two values) -- python -c "foo = map(None,'moc.liamg(a)surazal.ssor'); foo.reverse(); print ''.join(foo)"

1 0

[hg] galaxy 1503: Lastz with additional short read changes
by Nate Coraor 12 Sep '08

12 Sep '08

details: http://www.bx.psu.edu/hg/galaxy/rev/777e41dbdf1f changeset: 1503:777e41dbdf1f user: Anton Nekrutenko <anton(a)bx.psu.edu> date: Fri Sep 12 15:14:20 2008 -0400 description: Lastz with additional short read changes 10 file(s) affected in this change: test-data/lastz_census.txt test-data/lastz_diffs.txt test-data/lastz_diffs_ref_name.txt test-data/lastz_maf.txt tool_conf.xml.sample tools/metag_tools/blat_wrapper.xml tools/metag_tools/megablast_wrapper.xml tools/sr_mapping/fastq_statistics.xml tools/sr_mapping/lastz_code.py tools/sr_mapping/lastz_wrapper.xml diffs (truncated from 7931 to 3000 lines): diff -r 6bb33bc9903f -r 777e41dbdf1f test-data/lastz_census.txt --- /dev/null Thu Jan 01 00:00:00 1970 +0000 +++ b/test-data/lastz_census.txt Fri Sep 12 15:14:20 2008 -0400 @@ -0,0 +1,5386 @@ +phiX 1 255 +phiX 2 255 +phiX 3 255 +phiX 4 255 +phiX 5 255 +phiX 6 255 +phiX 7 255 +phiX 8 255 +phiX 9 255 +phiX 10 255 +phiX 11 255 +phiX 12 255 +phiX 13 255 +phiX 14 255 +phiX 15 255 +phiX 16 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[hg] galaxy 1502: Prevent workflow editor form loading in IE6 an...
by Nate Coraor 12 Sep '08

12 Sep '08

details: http://www.bx.psu.edu/hg/galaxy/rev/6bb33bc9903f changeset: 1502:6bb33bc9903f user: James Taylor <james(a)jamestaylor.org> date: Fri Sep 12 07:13:09 2008 -0400 description: Prevent workflow editor form loading in IE6 and print a message 1 file(s) affected in this change: templates/workflow/editor.mako diffs (25 lines): diff -r 362a1c02da3d -r 6bb33bc9903f templates/workflow/editor.mako --- a/templates/workflow/editor.mako Thu Sep 11 12:22:32 2008 -0400 +++ b/templates/workflow/editor.mako Fri Sep 12 07:13:09 2008 -0400 @@ -28,9 +28,21 @@ <script type='text/javascript' src="/static/scripts/galaxy.workflow_editor.canvas.js"> </script> +  + <script type='text/javascript'> $( function() { + if ( window.lt_ie_7 ) { + show_modal( + "Browser not supported", + "Sorry, the workflow editor is not supported for IE6 and below." + ); + return; + } // Initialize workflow state reset(); // Load the datatype info

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[hg] galaxy 1500: Allow complete logging configuration to be spe...
by Nate Coraor 11 Sep '08

11 Sep '08

details: http://www.bx.psu.edu/hg/galaxy/rev/30f4ab3cc266 changeset: 1500:30f4ab3cc266 user: James Taylor <james(a)jamestaylor.org> date: Wed Sep 10 09:58:29 2008 -0400 description: Allow complete logging configuration to be specified in the ini file, in which case this is used instead of the "log_level" and "log_format" keys under the app configuration. PasteScript actually handles this, so we just do nothing related to logging config if the ini file contains a "[loggers]" section. For example, you could add this to the end of your universe_wsgi.ini to include SQLAlchemy debugging and include the thread name with every log message. # Logger overrides [loggers] keys = root, sqlalchemy.engine, sqlalchemy.orm.unitofwork, paste.httpserver.ThreadPool [logger_root] level = DEBUG handlers = console [logger_sqlalchemy.engine] level = INFO handlers = console qualname = sqlalchemy.engine [logger_sqlalchemy.orm.unitofwork] level = DEBUG handlers = console qualname = sqlalchemy.orm.unitofwork [logger_paste.httpserver.ThreadPool] level = INFO handlers = console qualname = paste.httpserver.ThreadPool [handlers] keys = console [handler_console] class = StreamHandler args = (sys.stderr,) level = NOTSET formatter = generic [formatters] keys = generic [formatter_generic] format = %(threadName)s %(name)s %(levelname)s %(asctime)s %(message)s 1 file(s) affected in this change: lib/galaxy/config.py diffs (28 lines): diff -r f9d00dbefdec -r 30f4ab3cc266 lib/galaxy/config.py --- a/lib/galaxy/config.py Mon Sep 08 16:00:49 2008 -0400 +++ b/lib/galaxy/config.py Wed Sep 10 09:58:29 2008 -0400 @@ -64,9 +64,10 @@ self.bugs_email = kwargs.get( 'bugs_email', None ) self.blog_url = kwargs.get( 'blog_url', None ) self.screencasts_url = kwargs.get( 'screencasts_url', None ) - #Parse global_conf + # Parse global_conf and save the parser global_conf = kwargs.get( 'global_conf', None ) global_conf_parser = ConfigParser.ConfigParser() + self.global_conf_parser = global_conf_parser if global_conf and "__file__" in global_conf: global_conf_parser.read(global_conf['__file__']) #Store per-tool runner config @@ -118,6 +119,12 @@ Allow some basic logging configuration to be read from the cherrpy config. """ + # PasteScript will have already configured the logger if the appropriate + # sections were found in the config file, so we do nothing if the + # config has a loggers section, otherwise we do some simple setup + # using the 'log_*' values from the config. + if config.global_conf_parser.has_section( "loggers" ): + return format = config.get( "log_format", "%(name)s %(levelname)s %(asctime)s %(message)s" ) level = logging._levelNames[ config.get( "log_level", "DEBUG" ) ] destination = config.get( "log_destination", "stdout" )

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[hg] galaxy 1501: Upgrade bx-python to r448.
by Nate Coraor 11 Sep '08

11 Sep '08

details: http://www.bx.psu.edu/hg/galaxy/rev/362a1c02da3d changeset: 1501:362a1c02da3d user: Nate Coraor <nate(a)bx.psu.edu> date: Thu Sep 11 12:22:32 2008 -0400 description: Upgrade bx-python to r448. 1 file(s) affected in this change: eggs.ini diffs (18 lines): diff -r 30f4ab3cc266 -r 362a1c02da3d eggs.ini --- a/eggs.ini Wed Sep 10 09:58:29 2008 -0400 +++ b/eggs.ini Thu Sep 11 12:22:32 2008 -0400 @@ -55,12 +55,12 @@ MySQL_python = _5.0.51a_static python_lzo = _static flup = .dev_r2311 -bx_python = _dev_r427 +bx_python = _dev_r448 nose = .dev_r101 ; source location, necessary for scrambling [source] -bx_python = http://dist.g2.bx.psu.edu/bx-python_dist-r427.tar.bz2 +bx_python = http://dist.g2.bx.psu.edu/bx-python_dist-r448.tar.bz2 Cheetah = http://umn.dl.sourceforge.net/sourceforge/cheetahtemplate/Cheetah-1.0.tar.gz DRMAA_python = http://gridengine.sunsource.net/files/documents/7/36/DRMAA-python-0.2.tar.gz MySQL_python = http://superb-west.dl.sourceforge.net/sourceforge/mysql-python/MySQL-python… http://mysql.mirrors.pair.com/Downloads/MySQL-5.0/mysql-5.0.51a.tar.gz

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