fsd: fsd.py annotate

annotate fsd.py @ 34:faa56fbf6b32 draft

planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty

author	mheinzl
date	Mon, 03 Jun 2019 07:06:03 -0400
parents	55c7e49eea88
children	56ad50707dc8

rev	line source
16 6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	1 #!/usr/bin/env python
6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	2
6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	3 # Family size distribution of SSCSs
6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	4 #
6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	5 # Author: Monika Heinzl, Johannes-Kepler University Linz (Austria)
6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	6 # Contact: monika.heinzl@edumail.at
6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	7 #
6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	8 # Takes at least one TABULAR file with tags before the alignment to the SSCS, but up to 4 files can be provided, as input.
6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	9 # The program produces a plot which shows the distribution of family sizes of the all SSCSs from the input files and
6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	10 # a tabular file with the data of the plot, as well as a TXT file with all tags of the DCS and their family sizes.
6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	11 # If only one file is provided, then a family size distribution, which is separated after SSCSs without a partner and DCSs, is produced.
6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	12 # Whereas a family size distribution with multiple data in one plot is produced, when more than one file (up to 4) is given.
6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	13
18 c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	14 # USAGE: python FSD_Galaxy_1.4_commandLine_FINAL.py --inputFile1 filename --inputName1 filename --inputFile2 filename2 --inputName2 filename2 --inputFile3 filename3 --inputName3 filename3 --inputFile4 filename4 --inputName4 filename4 --log_axis --output_tabular outptufile_name_tabular --output_pdf outptufile_name_pdf
16 6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	15
6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	16 import argparse
6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	17 import sys
18 c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	18 import os
16 6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	19
6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	20 import matplotlib.pyplot as plt
6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	21 import numpy
6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	22 from matplotlib.backends.backend_pdf import PdfPages
6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	23
6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	24 plt.switch_backend('agg')
6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	25
6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	26
6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	27 def readFileReferenceFree(file):
6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	28 with open(file, 'r') as dest_f:
6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	29 data_array = numpy.genfromtxt(dest_f, skip_header=0, delimiter='\t', comments='#', dtype='string')
6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	30 return(data_array)
6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	31
6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	32
6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	33 def make_argparser():
6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	34 parser = argparse.ArgumentParser(description='Family Size Distribution of duplex sequencing data')
6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	35 parser.add_argument('--inputFile1', help='Tabular File with three columns: ab or ba, tag and family size.')
6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	36 parser.add_argument('--inputName1')
6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	37 parser.add_argument('--inputFile2', default=None, help='Tabular File with three columns: ab or ba, tag and family size.')
6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	38 parser.add_argument('--inputName2')
6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	39 parser.add_argument('--inputFile3', default=None, help='Tabular File with three columns: ab or ba, tag and family size.')
6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	40 parser.add_argument('--inputName3')
6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	41 parser.add_argument('--inputFile4', default=None, help='Tabular File with three columns: ab or ba, tag and family size.')
6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	42 parser.add_argument('--inputName4')
18 c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	43 parser.add_argument('--log_axis', action="store_false", help='Transform y axis in log scale.')
16 6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	44 parser.add_argument('--output_pdf', default="data.pdf", type=str, help='Name of the pdf file.')
6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	45 parser.add_argument('--output_tabular', default="data.tabular", type=str, help='Name of the tabular file.')
6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	46 return parser
6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	47
6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	48
6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	49 def compare_read_families(argv):
17 2e517a54eedc planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 16 diff changeset	50
16 6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	51 parser = make_argparser()
6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	52 args = parser.parse_args(argv[1:])
18 c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	53
16 6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	54 firstFile = args.inputFile1
6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	55 name1 = args.inputName1
18 c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	56
16 6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	57 secondFile = args.inputFile2
6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	58 name2 = args.inputName2
6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	59 thirdFile = args.inputFile3
6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	60 name3 = args.inputName3
6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	61 fourthFile = args.inputFile4
6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	62 name4 = args.inputName4
18 c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	63 log_axis = args.log_axis
c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	64
16 6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	65 title_file = args.output_tabular
6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	66 title_file2 = args.output_pdf
6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	67
6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	68 sep = "\t"
6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	69
6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	70 plt.rc('figure', figsize=(11.69, 8.27)) # A4 format
6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	71 plt.rcParams['patch.edgecolor'] = "black"
6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	72 plt.rcParams['axes.facecolor'] = "E0E0E0" # grey background color
6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	73 plt.rcParams['xtick.labelsize'] = 14
6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	74 plt.rcParams['ytick.labelsize'] = 14
6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	75
6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	76 list_to_plot = []
6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	77 label = []
6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	78 data_array_list = []
18 c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	79 list_to_plot_original = []
c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	80 colors = []
21 89ddbe5ae2aa planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 20 diff changeset	81 bins = numpy.arange(1, 22)
16 6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	82 with open(title_file, "w") as output_file, PdfPages(title_file2) as pdf:
6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	83 fig = plt.figure()
18 c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	84 fig.subplots_adjust(left=0.12, right=0.97, bottom=0.23, top=0.94, hspace=0)
c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	85 fig2 = plt.figure()
c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	86 fig2.subplots_adjust(left=0.12, right=0.97, bottom=0.23, top=0.94, hspace=0)
c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	87
c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	88 # plt.subplots_adjust(bottom=0.25)
16 6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	89 if firstFile != str(None):
6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	90 file1 = readFileReferenceFree(firstFile)
6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	91 integers = numpy.array(file1[:, 0]).astype(int) # keep original family sizes
18 c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	92 list_to_plot_original.append(integers)
c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	93 colors.append("#0000FF")
16 6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	94
6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	95 # for plot: replace all big family sizes by 22
18 c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	96 # data1 = numpy.array(file1[:, 0]).astype(int)
c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	97 # bigFamilies = numpy.where(data1 > 20)[0]
c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	98 # data1[bigFamilies] = 22
20 64f0362c974e planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 19 diff changeset	99 data1 = numpy.clip(integers, bins[0], bins[-1])
16 6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	100 name1 = name1.split(".tabular")[0]
6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	101 list_to_plot.append(data1)
6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	102 label.append(name1)
6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	103 data_array_list.append(file1)
6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	104
6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	105 legend = "\n\n\n{}".format(name1)
18 c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	106 fig.text(0.05, 0.11, legend, size=10, transform=plt.gcf().transFigure)
c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	107 fig2.text(0.05, 0.11, legend, size=10, transform=plt.gcf().transFigure)
16 6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	108
18 c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	109 legend1 = "singletons:\nnr. of tags\n{:,} ({:.3f})".format(numpy.bincount(data1)[1], float(numpy.bincount(data1)[1]) / len(data1))
c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	110 fig.text(0.32, 0.11, legend1, size=10, transform=plt.gcf().transFigure)
c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	111 fig2.text(0.32, 0.11, legend1, size=10, transform=plt.gcf().transFigure)
17 2e517a54eedc planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 16 diff changeset	112
18 c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	113 legend3b = "PE reads\n{:,} ({:.3f})".format(numpy.bincount(data1)[1], float(numpy.bincount(data1)[1]) / sum(integers))
c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	114 fig.text(0.45, 0.11, legend3b, size=10, transform=plt.gcf().transFigure)
c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	115 fig2.text(0.45, 0.11, legend3b, size=10, transform=plt.gcf().transFigure)
16 6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	116
17 2e517a54eedc planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 16 diff changeset	117 legend4 = "family size > 20:\nnr. of tags\n{:,} ({:.3f})".format(numpy.bincount(data1)[len(numpy.bincount(data1)) - 1].astype(int), float(numpy.bincount(data1)[len(numpy.bincount(data1)) - 1]) / len(data1))
18 c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	118 fig.text(0.58, 0.11, legend4, size=10, transform=plt.gcf().transFigure)
c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	119 fig2.text(0.58, 0.11, legend4, size=10, transform=plt.gcf().transFigure)
17 2e517a54eedc planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 16 diff changeset	120
2e517a54eedc planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 16 diff changeset	121 legend5 = "PE reads\n{:,} ({:.3f})".format(sum(integers[integers > 20]), float(sum(integers[integers > 20])) / sum(integers))
18 c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	122 fig.text(0.70, 0.11, legend5, size=10, transform=plt.gcf().transFigure)
c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	123 fig2.text(0.70, 0.11, legend5, size=10, transform=plt.gcf().transFigure)
16 6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	124
17 2e517a54eedc planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 16 diff changeset	125 legend6 = "total nr. of\ntags\n{:,}".format(len(data1))
18 c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	126 fig.text(0.82, 0.11, legend6, size=10, transform=plt.gcf().transFigure)
c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	127 fig2.text(0.82, 0.11, legend6, size=10, transform=plt.gcf().transFigure)
16 6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	128
17 2e517a54eedc planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 16 diff changeset	129 legend6b = "PE reads\n{:,}".format(sum(integers))
18 c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	130 fig.text(0.89, 0.11, legend6b, size=10, transform=plt.gcf().transFigure)
c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	131 fig2.text(0.89, 0.11, legend6b, size=10, transform=plt.gcf().transFigure)
16 6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	132
6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	133 if secondFile != str(None):
6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	134 file2 = readFileReferenceFree(secondFile)
17 2e517a54eedc planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 16 diff changeset	135 integers2 = numpy.array(file2[:, 0]).astype(int) # keep original family sizes
18 c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	136 list_to_plot_original.append(integers2)
c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	137 colors.append("#298A08")
17 2e517a54eedc planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 16 diff changeset	138
18 c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	139 # data2 = numpy.asarray(file2[:, 0]).astype(int)
c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	140 # bigFamilies2 = numpy.where(data2 > 20)[0]
c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	141 # data2[bigFamilies2] = 22
16 6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	142
20 64f0362c974e planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 19 diff changeset	143 data2 = numpy.clip(integers2, bins[0], bins[-1])
16 6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	144 list_to_plot.append(data2)
6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	145 name2 = name2.split(".tabular")[0]
6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	146 label.append(name2)
6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	147 data_array_list.append(file2)
6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	148
18 c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	149 fig.text(0.05, 0.09, name2, size=10, transform=plt.gcf().transFigure)
c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	150 fig2.text(0.05, 0.09, name2, size=10, transform=plt.gcf().transFigure)
16 6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	151
18 c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	152 legend1 = "{:,} ({:.3f})".format(numpy.bincount(data2)[1], float(numpy.bincount(data2)[1]) / len(data2))
c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	153 fig.text(0.32, 0.09, legend1, size=10, transform=plt.gcf().transFigure)
c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	154 fig2.text(0.32, 0.09, legend1, size=10, transform=plt.gcf().transFigure)
17 2e517a54eedc planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 16 diff changeset	155
18 c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	156 legend3 = "{:,} ({:.3f})".format(numpy.bincount(data2)[1], float(numpy.bincount(data2)[1]) / sum(integers2))
c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	157 fig.text(0.45, 0.09, legend3, size=10, transform=plt.gcf().transFigure)
c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	158 fig2.text(0.45, 0.09, legend3, size=10, transform=plt.gcf().transFigure)
16 6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	159
17 2e517a54eedc planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 16 diff changeset	160 legend4 = "{:,} ({:.3f})".format(
2e517a54eedc planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 16 diff changeset	161 numpy.bincount(data2)[len(numpy.bincount(data2)) - 1].astype(int),
2e517a54eedc planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 16 diff changeset	162 float(numpy.bincount(data2)[len(numpy.bincount(data2)) - 1]) / len(data2))
18 c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	163 fig.text(0.58, 0.09, legend4, size=10, transform=plt.gcf().transFigure)
c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	164 fig2.text(0.58, 0.09, legend4, size=10, transform=plt.gcf().transFigure)
16 6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	165
17 2e517a54eedc planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 16 diff changeset	166 legend5 = "{:,} ({:.3f})".format(sum(integers2[integers2 > 20]), float(sum(integers2[integers2 > 20])) / sum(integers2))
18 c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	167 fig.text(0.70, 0.09, legend5, size=10, transform=plt.gcf().transFigure)
c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	168 fig2.text(0.70, 0.09, legend5, size=10, transform=plt.gcf().transFigure)
16 6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	169
6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	170 legend6 = "{:,}".format(len(data2))
18 c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	171 fig.text(0.82, 0.09, legend6, size=10, transform=plt.gcf().transFigure)
c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	172 fig2.text(0.82, 0.09, legend6, size=10, transform=plt.gcf().transFigure)
17 2e517a54eedc planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 16 diff changeset	173
2e517a54eedc planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 16 diff changeset	174 legend6b = "{:,}".format(sum(integers2))
18 c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	175 fig.text(0.89, 0.09, legend6b, size=10, transform=plt.gcf().transFigure)
c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	176 fig2.text(0.89, 0.09, legend6b, size=10, transform=plt.gcf().transFigure)
16 6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	177
6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	178 if thirdFile != str(None):
6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	179 file3 = readFileReferenceFree(thirdFile)
17 2e517a54eedc planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 16 diff changeset	180 integers3 = numpy.array(file3[:, 0]).astype(int) # keep original family sizes
18 c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	181 list_to_plot_original.append(integers3)
c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	182 colors.append("#DF0101")
16 6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	183
18 c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	184 # data3 = numpy.asarray(file3[:, 0]).astype(int)
c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	185 # bigFamilies3 = numpy.where(data3 > 20)[0]
c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	186 # data3[bigFamilies3] = 22
16 6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	187
20 64f0362c974e planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 19 diff changeset	188 data3 = numpy.clip(integers3, bins[0], bins[-1])
16 6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	189 list_to_plot.append(data3)
6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	190 name3 = name3.split(".tabular")[0]
6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	191 label.append(name3)
6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	192 data_array_list.append(file3)
6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	193
18 c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	194 fig.text(0.05, 0.07, name3, size=10, transform=plt.gcf().transFigure)
c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	195 fig2.text(0.05, 0.07, name3, size=10, transform=plt.gcf().transFigure)
16 6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	196
18 c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	197 legend1 = "{:,} ({:.3f})".format(numpy.bincount(data3)[1], float(numpy.bincount(data3)[1]) / len(data3))
c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	198 fig.text(0.32, 0.07, legend1, size=10, transform=plt.gcf().transFigure)
c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	199 fig2.text(0.32, 0.07, legend1, size=10, transform=plt.gcf().transFigure)
17 2e517a54eedc planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 16 diff changeset	200
18 c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	201 legend3b = "{:,} ({:.3f})".format(numpy.bincount(data3)[1], float(numpy.bincount(data3)[1]) / sum(integers3))
c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	202 fig.text(0.45, 0.07, legend3b, size=10, transform=plt.gcf().transFigure)
c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	203 fig2.text(0.45, 0.07, legend3b, size=10, transform=plt.gcf().transFigure)
16 6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	204
17 2e517a54eedc planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 16 diff changeset	205 legend4 = "{:,} ({:.3f})".format(
2e517a54eedc planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 16 diff changeset	206 numpy.bincount(data3)[len(numpy.bincount(data3)) - 1].astype(int),
2e517a54eedc planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 16 diff changeset	207 float(numpy.bincount(data3)[len(numpy.bincount(data3)) - 1]) / len(data3))
18 c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	208 fig.text(0.58, 0.07, legend4, size=10, transform=plt.gcf().transFigure)
c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	209 fig2.text(0.58, 0.07, legend4, size=10, transform=plt.gcf().transFigure)
16 6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	210
17 2e517a54eedc planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 16 diff changeset	211 legend5 = "{:,} ({:.3f})".format(sum(integers3[integers3 > 20]),
2e517a54eedc planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 16 diff changeset	212 float(sum(integers3[integers3 > 20])) / sum(integers3))
18 c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	213 fig.text(0.70, 0.07, legend5, size=10, transform=plt.gcf().transFigure)
c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	214 fig2.text(0.70, 0.07, legend5, size=10, transform=plt.gcf().transFigure)
16 6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	215
6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	216 legend6 = "{:,}".format(len(data3))
18 c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	217 fig.text(0.82, 0.07, legend6, size=10, transform=plt.gcf().transFigure)
c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	218 fig2.text(0.82, 0.07, legend6, size=10, transform=plt.gcf().transFigure)
17 2e517a54eedc planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 16 diff changeset	219
2e517a54eedc planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 16 diff changeset	220 legend6b = "{:,}".format(sum(integers3))
18 c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	221 fig.text(0.89, 0.07, legend6b, size=10, transform=plt.gcf().transFigure)
c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	222 fig2.text(0.89, 0.07, legend6b, size=10, transform=plt.gcf().transFigure)
16 6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	223
6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	224 if fourthFile != str(None):
6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	225 file4 = readFileReferenceFree(fourthFile)
17 2e517a54eedc planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 16 diff changeset	226 integers4 = numpy.array(file4[:, 0]).astype(int) # keep original family sizes
18 c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	227 list_to_plot_original.append(integers4)
c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	228 colors.append("#04cec7")
16 6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	229
18 c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	230 # data4 = numpy.asarray(file4[:, 0]).astype(int)
c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	231 # bigFamilies4 = numpy.where(data4 > 20)[0]
c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	232 # data4[bigFamilies4] = 22
20 64f0362c974e planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 19 diff changeset	233 data4 = numpy.clip(integers4, bins[0], bins[-1])
16 6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	234 list_to_plot.append(data4)
6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	235 name4 = name4.split(".tabular")[0]
6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	236 label.append(name4)
6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	237 data_array_list.append(file4)
6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	238
18 c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	239 fig.text(0.05, 0.05, name4, size=10, transform=plt.gcf().transFigure)
c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	240 fig2.text(0.05, 0.05, name4, size=10, transform=plt.gcf().transFigure)
16 6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	241
18 c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	242 legend1 = "{:,} ({:.3f})".format(numpy.bincount(data4)[1], float(numpy.bincount(data4)[1]) / len(data4))
c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	243 fig.text(0.32, 0.05, legend1, size=10, transform=plt.gcf().transFigure)
c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	244 fig2.text(0.32, 0.05, legend1, size=10, transform=plt.gcf().transFigure)
17 2e517a54eedc planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 16 diff changeset	245
18 c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	246 legend3b = "{:,} ({:.3f})".format(numpy.bincount(data4)[1], float(numpy.bincount(data4)[1]) / sum(integers4))
c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	247 fig.text(0.45, 0.05, legend3b, size=10, transform=plt.gcf().transFigure)
c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	248 fig2.text(0.45, 0.05, legend3b, size=10, transform=plt.gcf().transFigure)
16 6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	249
17 2e517a54eedc planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 16 diff changeset	250 legend4 = "{:,} ({:.3f})".format(
2e517a54eedc planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 16 diff changeset	251 numpy.bincount(data4)[len(numpy.bincount(data4)) - 1].astype(int),
2e517a54eedc planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 16 diff changeset	252 float(numpy.bincount(data4)[len(numpy.bincount(data4)) - 1]) / len(data4))
18 c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	253 fig.text(0.58, 0.05, legend4, size=10, transform=plt.gcf().transFigure)
c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	254 fig2.text(0.58, 0.05, legend4, size=10, transform=plt.gcf().transFigure)
16 6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	255
17 2e517a54eedc planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 16 diff changeset	256 legend5 = "{:,} ({:.3f})".format(sum(integers4[integers4 > 20]),
2e517a54eedc planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 16 diff changeset	257 float(sum(integers4[integers4 > 20])) / sum(integers4))
18 c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	258 fig.text(0.70, 0.05, legend5, size=10, transform=plt.gcf().transFigure)
c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	259 fig2.text(0.70, 0.05, legend5, size=10, transform=plt.gcf().transFigure)
16 6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	260
6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	261 legend6 = "{:,}".format(len(data4))
18 c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	262 fig.text(0.82, 0.05, legend6, size=10, transform=plt.gcf().transFigure)
c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	263 fig2.text(0.82, 0.05, legend6, size=10, transform=plt.gcf().transFigure)
17 2e517a54eedc planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 16 diff changeset	264
2e517a54eedc planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 16 diff changeset	265 legend6b = "{:,}".format(sum(integers4))
18 c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	266 fig.text(0.89, 0.05, legend6b, size=10, transform=plt.gcf().transFigure)
c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	267 fig2.text(0.89, 0.05, legend6b, size=10, transform=plt.gcf().transFigure)
16 6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	268
6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	269 maximumX = numpy.amax(numpy.concatenate(list_to_plot))
6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	270 minimumX = numpy.amin(numpy.concatenate(list_to_plot))
18 c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	271 list_to_plot2 = list_to_plot
c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	272 to_plot = ["Absolute frequencies", "Relative frequencies"]
c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	273 plt.xticks([], [])
c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	274 plt.yticks([], [])
c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	275 fig.suptitle('Family Size Distribution (tags)', fontsize=14)
16 6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	276
18 c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	277 for l in range(len(to_plot)):
c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	278 ax = fig.add_subplot(2, 1, l+1)
c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	279 ticks = numpy.arange(1, 22, 1)
c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	280 ticks1 = map(str, ticks)
c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	281 if maximumX > 20:
c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	282 ticks1[len(ticks1) - 1] = ">20"
16 6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	283
18 c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	284 if to_plot[l] == "Relative frequencies":
21 89ddbe5ae2aa planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 20 diff changeset	285 counts_rel = ax.hist(list_to_plot2, bins=numpy.arange(minimumX, maximumX + 2), stacked=False, edgecolor="black", linewidth=1, label=label, align="left", alpha=0.8, rwidth=0.8, normed=True)
18 c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	286 else:
21 89ddbe5ae2aa planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 20 diff changeset	287 counts = ax.hist(list_to_plot2, bins=numpy.arange(minimumX, maximumX + 2), stacked=False, edgecolor="black", linewidth=1, label=label, align="left", alpha=0.8, rwidth=0.8)
18 c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	288 ax.legend(loc='upper right', fontsize=14, frameon=True, bbox_to_anchor=(0.9, 1))
16 6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	289
18 c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	290 ax.set_xticks(numpy.array(ticks))
c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	291 ax.set_xticklabels(ticks1)
c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	292
c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	293 ax.set_ylabel(to_plot[l], fontsize=14)
c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	294 ax.set_xlabel("Family size", fontsize=14)
c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	295 if log_axis:
c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	296 ax.set_yscale('log')
c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	297 ax.grid(b=True, which="major", color="#424242", linestyle=":")
c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	298 ax.margins(0.01, None)
16 6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	299 pdf.savefig(fig)
6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	300 plt.close()
6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	301
18 c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	302 fig2.suptitle('Family Size Distribution (PE reads)', fontsize=14)
c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	303 for l in range(len(to_plot)):
c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	304 ax = fig2.add_subplot(2, 1, l + 1)
c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	305 ticks = numpy.arange(minimumX, maximumX + 1)
c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	306 ticks1 = map(str, ticks)
c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	307 if maximumX > 20:
c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	308 ticks1[len(ticks1) - 1] = ">20"
c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	309 reads = []
c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	310 reads_rel = []
c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	311
c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	312 barWidth = 0 - (len(list_to_plot)+1)/2 * 1./(len(list_to_plot) + 1)
c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	313
c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	314 for i in range(len(list_to_plot2)):
c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	315 unique, c = numpy.unique(list_to_plot2[i], return_counts=True)
c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	316 new_c = []
c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	317 new_unique = []
c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	318 for t in ticks:
c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	319 if t not in unique:
21 89ddbe5ae2aa planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 20 diff changeset	320 new_c.append(0) # add zero count of not occuring
18 c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	321 new_unique.append(t)
c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	322 else:
c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	323 c_idx = numpy.where(t == unique)[0]
c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	324 new_c.append(c[c_idx])
c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	325 new_unique.append(unique[c_idx])
c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	326 y = numpy.array(new_unique) * numpy.array(new_c)
c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	327 if len([list_to_plot_original > 20]) > 0:
c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	328 y[len(y) - 1] = sum(list_to_plot_original[i][list_to_plot_original[i] > 20])
c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	329 reads.append(y)
c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	330 reads_rel.append(list(numpy.float_(y)) / sum(y))
c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	331
c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	332 x = list(numpy.arange(numpy.amin(unique), numpy.amax(unique) + 1).astype(float))
22 5e650e66e058 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 21 diff changeset	333 if len(list_to_plot2) == 1:
5e650e66e058 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 21 diff changeset	334 x = [xi * 0.5 for xi in x]
5e650e66e058 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 21 diff changeset	335 w = 0.4
5e650e66e058 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 21 diff changeset	336 else:
5e650e66e058 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 21 diff changeset	337 x = [xi + barWidth for xi in x]
5e650e66e058 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 21 diff changeset	338 w = 1./(len(list_to_plot) + 1)
23 5ae4fd1d4a12 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 22 diff changeset	339
24 807d893d04a7 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 23 diff changeset	340
26 60f66f701816 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 25 diff changeset	341 #print(label[i])
60f66f701816 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 25 diff changeset	342 #print(colors[i])
60f66f701816 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 25 diff changeset	343 #print(w)
24 807d893d04a7 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 23 diff changeset	344 # linewidth=1,
26 60f66f701816 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 25 diff changeset	345
33 55c7e49eea88 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 32 diff changeset	346 #print(numpy.sum(y))
55c7e49eea88 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 32 diff changeset	347 #print(float(numpy.sum(y)))
55c7e49eea88 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 32 diff changeset	348 #print(x)
55c7e49eea88 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 32 diff changeset	349 #print(new_y.shape)
55c7e49eea88 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 32 diff changeset	350 #new_y = numpy.array(new_y).reshape((len(new_y)))
55c7e49eea88 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 32 diff changeset	351 #print(new_y.shape)
55c7e49eea88 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 32 diff changeset	352 #print(new_y)
55c7e49eea88 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 32 diff changeset	353
55c7e49eea88 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 32 diff changeset	354
31 b01ecc2e9686 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 30 diff changeset	355
b01ecc2e9686 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 30 diff changeset	356 #new_y_heights = [x[0] for x in new_y]
b01ecc2e9686 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 30 diff changeset	357 #print(new_y_heights)
b01ecc2e9686 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 30 diff changeset	358 #print(new_y.shape)
18 c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	359
c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	360 if to_plot[l] == "Relative frequencies":
33 55c7e49eea88 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 32 diff changeset	361 print("relative")
55c7e49eea88 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 32 diff changeset	362 new_y = list(numpy.concatenate((numpy.array([yi / float(numpy.sum(y)) for yi in y]))))
55c7e49eea88 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 32 diff changeset	363
26 60f66f701816 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 25 diff changeset	364 counts2_rel = ax.bar(x, new_y, align="edge", width=w,
24 807d893d04a7 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 23 diff changeset	365 edgecolor="black", label=label[i], alpha=0.8, color=colors[i])
23 5ae4fd1d4a12 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 22 diff changeset	366
18 c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	367 else:
34 faa56fbf6b32 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 33 diff changeset	368 print("absolute")
faa56fbf6b32 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 33 diff changeset	369 print(y.shape)
faa56fbf6b32 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 33 diff changeset	370 print(x.shape)
faa56fbf6b32 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 33 diff changeset	371 print(y)
33 55c7e49eea88 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 32 diff changeset	372 y = list(y)
22 5e650e66e058 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 21 diff changeset	373 counts2 = ax.bar(x, y, align="edge", width=w, edgecolor="black", label=label[i],
24 807d893d04a7 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 23 diff changeset	374 alpha=0.8, color=colors[i])
18 c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	375 if i == len(list_to_plot2):
c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	376 barWidth += 1. / (len(list_to_plot) + 1) + 1. / (len(list_to_plot) + 1)
c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	377 else:
c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	378 barWidth += 1. / (len(list_to_plot) + 1)
c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	379
c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	380 if to_plot[l] == "Absolute frequencies":
c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	381 ax.legend(loc='upper right', fontsize=14, frameon=True, bbox_to_anchor=(0.9, 1))
c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	382 else:
c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	383 ax.set_xlabel("Family size", fontsize=14)
c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	384
22 5e650e66e058 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 21 diff changeset	385 if len(list_to_plot2) == 1:
5e650e66e058 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 21 diff changeset	386 ax.set_xticks(numpy.array([xi + 0.2 for xi in x]))
5e650e66e058 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 21 diff changeset	387 else:
5e650e66e058 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 21 diff changeset	388 ax.set_xticks(numpy.array(ticks))
18 c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	389 ax.set_xticklabels(ticks1)
c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	390 ax.set_ylabel(to_plot[l], fontsize=14)
c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	391 if log_axis:
c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	392 ax.set_yscale('log')
c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	393 ax.grid(b=True, which="major", color="#424242", linestyle=":")
c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	394 ax.margins(0.01, None)
c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	395
c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	396 pdf.savefig(fig2)
c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	397 plt.close()
c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	398
c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	399 # write data to CSV file tags
c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	400 output_file.write("Values from family size distribution with all datasets (tags)\n")
16 6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	401 output_file.write("\nFamily size")
6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	402 for i in label:
6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	403 output_file.write("{}{}".format(sep, i))
6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	404 # output_file.write("{}sum".format(sep))
6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	405 output_file.write("\n")
6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	406 j = 0
6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	407 for fs in counts[1][0:len(counts[1]) - 1]:
6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	408 if fs == 21:
6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	409 fs = ">20"
6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	410 else:
6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	411 fs = "={}".format(fs)
6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	412 output_file.write("FS{}{}".format(fs, sep))
6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	413 if len(label) == 1:
6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	414 output_file.write("{}{}".format(int(counts[0][j]), sep))
6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	415 else:
6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	416 for n in range(len(label)):
6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	417 output_file.write("{}{}".format(int(counts[0][n][j]), sep))
6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	418 output_file.write("\n")
6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	419 j += 1
6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	420 output_file.write("sum{}".format(sep))
6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	421 if len(label) == 1:
6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	422 output_file.write("{}{}".format(int(sum(counts[0])), sep))
6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	423 else:
6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	424 for i in counts[0]:
6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	425 output_file.write("{}{}".format(int(sum(i)), sep))
6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	426
18 c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	427 # write data to CSV file PE reads
c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	428 output_file.write("\n\nValues from family size distribution with all datasets (PE reads)\n")
c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	429 output_file.write("\nFamily size")
c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	430 for i in label:
c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	431 output_file.write("{}{}".format(sep, i))
c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	432 # output_file.write("{}sum".format(sep))
c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	433 output_file.write("\n")
c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	434 j = 0
c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	435 for fs in bins:
c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	436 if fs == 21:
c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	437 fs = ">20"
c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	438 else:
c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	439 fs = "={}".format(fs)
c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	440 output_file.write("FS{}{}".format(fs, sep))
c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	441 if len(label) == 1:
c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	442 output_file.write("{}{}".format(int(reads[0][j]), sep))
c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	443 else:
c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	444 for n in range(len(label)):
c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	445 output_file.write("{}{}".format(int(reads[n][j]), sep))
c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	446 output_file.write("\n")
c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	447 j += 1
c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	448 output_file.write("sum{}".format(sep))
c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	449 if len(label) == 1:
22 5e650e66e058 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 21 diff changeset	450 output_file.write("{}{}".format(int(sum(numpy.concatenate(reads))), sep))
18 c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	451 else:
c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	452 for i in reads:
c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	453 output_file.write("{}{}".format(int(sum(i)), sep))
c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	454 output_file.write("\n")
c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	455
16 6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	456 # Family size distribution after DCS and SSCS
17 2e517a54eedc planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 16 diff changeset	457 for dataset, data_o, name_file in zip(list_to_plot, data_array_list, label):
16 6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	458 maximumX = numpy.amax(dataset)
6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	459 minimumX = numpy.amin(dataset)
6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	460
17 2e517a54eedc planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 16 diff changeset	461 tags = numpy.array(data_o[:, 2])
2e517a54eedc planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 16 diff changeset	462 seq = numpy.array(data_o[:, 1])
16 6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	463 data = numpy.array(dataset)
17 2e517a54eedc planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 16 diff changeset	464 data_o = numpy.array(data_o[:, 0]).astype(int)
16 6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	465 # find all unique tags and get the indices for ALL tags, but only once
6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	466 u, index_unique, c = numpy.unique(numpy.array(seq), return_counts=True, return_index=True)
6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	467 d = u[c > 1]
6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	468
6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	469 # get family sizes, tag for duplicates
6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	470 duplTags_double = data[numpy.in1d(seq, d)]
17 2e517a54eedc planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 16 diff changeset	471 duplTags_double_o = data_o[numpy.in1d(seq, d)]
16 6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	472
17 2e517a54eedc planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 16 diff changeset	473 duplTags = duplTags_double[0::2] # ab of DCS
2e517a54eedc planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 16 diff changeset	474 duplTags_o = duplTags_double_o[0::2] # ab of DCS
2e517a54eedc planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 16 diff changeset	475
2e517a54eedc planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 16 diff changeset	476 duplTagsBA = duplTags_double[1::2] # ba of DCS
2e517a54eedc planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 16 diff changeset	477 duplTagsBA_o = duplTags_double_o[1::2] # ba of DCS
16 6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	478
18 c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	479 # duplTags_double_tag = tags[numpy.in1d(seq, d)]
c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	480 # duplTags_double_seq = seq[numpy.in1d(seq, d)]
c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	481
16 6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	482 # get family sizes for SSCS with no partner
6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	483 ab = numpy.where(tags == "ab")[0]
6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	484 abSeq = seq[ab]
17 2e517a54eedc planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 16 diff changeset	485 ab_o = data_o[ab]
16 6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	486 ab = data[ab]
17 2e517a54eedc planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 16 diff changeset	487
16 6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	488 ba = numpy.where(tags == "ba")[0]
6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	489 baSeq = seq[ba]
17 2e517a54eedc planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 16 diff changeset	490 ba_o = data_o[ba]
16 6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	491 ba = data[ba]
6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	492
6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	493 dataAB = ab[numpy.in1d(abSeq, d, invert=True)]
17 2e517a54eedc planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 16 diff changeset	494 dataAB_o = ab_o[numpy.in1d(abSeq, d, invert=True)]
2e517a54eedc planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 16 diff changeset	495
16 6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	496 dataBA = ba[numpy.in1d(baSeq, d, invert=True)]
17 2e517a54eedc planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 16 diff changeset	497 dataBA_o = ba_o[numpy.in1d(baSeq, d, invert=True)]
16 6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	498
6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	499 list1 = [duplTags_double, dataAB, dataBA] # list for plotting
6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	500
6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	501 # information for family size >= 3
6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	502 dataAB_FS3 = dataAB[dataAB >= 3]
17 2e517a54eedc planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 16 diff changeset	503 dataAB_FS3_o = dataAB_o[dataAB_o >= 3]
16 6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	504 dataBA_FS3 = dataBA[dataBA >= 3]
17 2e517a54eedc planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 16 diff changeset	505 dataBA_FS3_o = dataBA_o[dataBA_o >= 3]
18 c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	506 # ab_FS3 = ab[ab >= 3]
c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	507 # ba_FS3 = ba[ba >= 3]
c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	508 # ab_FS3_o = ab_o[ab_o >= 3]
c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	509 # ba_FS3_o = ba_o[ba_o >= 3]
16 6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	510
6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	511 duplTags_FS3 = duplTags[(duplTags >= 3) & (duplTagsBA >= 3)] # ab+ba with FS>=3
6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	512 duplTags_FS3_BA = duplTagsBA[(duplTags >= 3) & (duplTagsBA >= 3)] # ba+ab with FS>=3
6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	513 duplTags_double_FS3 = len(duplTags_FS3) + len(duplTags_FS3_BA) # both ab and ba strands with FS>=3
6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	514
17 2e517a54eedc planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 16 diff changeset	515 # original FS
2e517a54eedc planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 16 diff changeset	516 duplTags_FS3_o = duplTags_o[(duplTags_o >= 3) & (duplTagsBA_o >= 3)] # ab+ba with FS>=3
2e517a54eedc planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 16 diff changeset	517 duplTags_FS3_BA_o = duplTagsBA_o[(duplTags_o >= 3) & (duplTagsBA_o >= 3)] # ba+ab with FS>=3
2e517a54eedc planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 16 diff changeset	518 duplTags_double_FS3_o = sum(duplTags_FS3_o) + sum(duplTags_FS3_BA_o) # both ab and ba strands with FS>=3
16 6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	519
17 2e517a54eedc planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 16 diff changeset	520 fig = plt.figure()
18 c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	521 plt.subplots_adjust(left=0.12, right=0.97, bottom=0.3, top=0.94, hspace=0)
c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	522 counts = plt.hist(list1, bins=numpy.arange(minimumX, maximumX + 2), stacked=True, label=["duplex", "ab", "ba"],
17 2e517a54eedc planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 16 diff changeset	523 edgecolor="black", linewidth=1, align="left", color=["#FF0000", "#5FB404", "#FFBF00"],
2e517a54eedc planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 16 diff changeset	524 rwidth=0.8)
16 6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	525 # tick labels of x axis
18 c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	526 ticks = numpy.arange(1, 22, 1)
16 6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	527 ticks1 = map(str, ticks)
18 c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	528 if maximumX > 20:
c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	529 ticks1[len(ticks1) - 1] = ">20"
16 6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	530 plt.xticks(numpy.array(ticks), ticks1)
6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	531 singl = counts[0][2][0] # singletons
6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	532 last = counts[0][2][len(counts[0][0]) - 1] # large families
18 c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	533 if log_axis:
c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	534 plt.yscale('log')
16 6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	535 plt.legend(loc='upper right', fontsize=14, bbox_to_anchor=(0.9, 1), frameon=True)
17 2e517a54eedc planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 16 diff changeset	536 plt.title(name_file, fontsize=14)
16 6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	537 plt.xlabel("Family size", fontsize=14)
6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	538 plt.ylabel("Absolute Frequency", fontsize=14)
6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	539 plt.margins(0.01, None)
6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	540 plt.grid(b=True, which="major", color="#424242", linestyle=":")
6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	541
6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	542 # extra information beneath the plot
17 2e517a54eedc planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 16 diff changeset	543 legend = "SSCS ab= \nSSCS ba= \nDCS (total)= \ntotal nr. of tags="
2e517a54eedc planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 16 diff changeset	544 plt.text(0.1, 0.09, legend, size=10, transform=plt.gcf().transFigure)
2e517a54eedc planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 16 diff changeset	545
2e517a54eedc planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 16 diff changeset	546 legend = "nr. of tags\n\n{:,}\n{:,}\n{:,} ({:,})\n{:,}".format(len(dataAB), len(dataBA), len(duplTags), len(duplTags_double), (len(dataAB) + len(dataBA) + len(duplTags)))
2e517a54eedc planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 16 diff changeset	547 plt.text(0.23, 0.09, legend, size=10, transform=plt.gcf().transFigure)
16 6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	548
17 2e517a54eedc planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 16 diff changeset	549 legend5 = "PE reads\n\n{:,}\n{:,}\n{:,} ({:,})\n{:,}".format(sum(dataAB_o), sum(dataBA_o), sum(duplTags_o), sum(duplTags_double_o), (sum(dataAB_o) + sum(dataBA_o) + sum(duplTags_o)))
2e517a54eedc planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 16 diff changeset	550 plt.text(0.38, 0.09, legend5, size=10, transform=plt.gcf().transFigure)
16 6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	551
17 2e517a54eedc planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 16 diff changeset	552 legend = "rel. freq. of tags\nunique\n{:.3f}\n{:.3f}\n{:.3f}\n{:,}".format(float(len(dataAB)) / (len(dataAB) + len(dataBA) + len(duplTags)), float(len(dataBA)) / (len(dataAB) + len(dataBA) + len(duplTags)), float(len(duplTags)) / (len(dataAB) + len(dataBA) + len(duplTags)), (len(dataAB) + len(dataBA) + len(duplTags)))
2e517a54eedc planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 16 diff changeset	553 plt.text(0.54, 0.09, legend, size=10, transform=plt.gcf().transFigure)
16 6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	554
6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	555 legend = "total\n{:.3f}\n{:.3f}\n{:.3f} ({:.3f})\n{:,}".format(float(len(dataAB)) / (len(ab) + len(ba)), float(len(dataBA)) / (len(ab) + len(ba)), float(len(duplTags)) / (len(ab) + len(ba)), float(len(duplTags_double)) / (len(ab) + len(ba)), (len(ab) + len(ba)))
17 2e517a54eedc planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 16 diff changeset	556 plt.text(0.64, 0.09, legend, size=10, transform=plt.gcf().transFigure)
16 6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	557
6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	558 legend1 = "\nsingletons:\nfamily size > 20:"
17 2e517a54eedc planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 16 diff changeset	559 plt.text(0.1, 0.03, legend1, size=10, transform=plt.gcf().transFigure)
16 6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	560
6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	561 legend4 = "{:,}\n{:,}".format(singl.astype(int), last.astype(int))
17 2e517a54eedc planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 16 diff changeset	562 plt.text(0.23, 0.03, legend4, size=10, transform=plt.gcf().transFigure)
16 6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	563
6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	564 legend3 = "{:.3f}\n{:.3f}".format(singl / len(data), last / len(data))
17 2e517a54eedc planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 16 diff changeset	565 plt.text(0.64, 0.03, legend3, size=10, transform=plt.gcf().transFigure)
2e517a54eedc planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 16 diff changeset	566
2e517a54eedc planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 16 diff changeset	567 legend3 = "\n\n{:,}".format(sum(data_o[data_o > 20]))
2e517a54eedc planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 16 diff changeset	568 plt.text(0.38, 0.03, legend3, size=10, transform=plt.gcf().transFigure)
2e517a54eedc planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 16 diff changeset	569
2e517a54eedc planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 16 diff changeset	570 legend3 = "{:.3f}\n{:.3f}".format(float(singl)/sum(data_o), float(sum(data_o[data_o > 20])) / sum(data_o))
2e517a54eedc planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 16 diff changeset	571 plt.text(0.84, 0.03, legend3, size=10, transform=plt.gcf().transFigure)
2e517a54eedc planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 16 diff changeset	572
2e517a54eedc planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 16 diff changeset	573 legend = "PE reads\nunique\n{:.3f}\n{:.3f}\n{:.3f}\n{:,}".format(
2e517a54eedc planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 16 diff changeset	574 float(sum(dataAB_o)) / (sum(dataAB_o) + sum(dataBA_o) + sum(duplTags_o)),
2e517a54eedc planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 16 diff changeset	575 float(sum(dataBA_o)) / (sum(dataAB_o) + sum(dataBA_o) + sum(duplTags_o)),
2e517a54eedc planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 16 diff changeset	576 float(sum(duplTags_o)) / (sum(dataAB_o) + sum(dataBA_o) + sum(duplTags_o)),
2e517a54eedc planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 16 diff changeset	577 (sum(dataAB_o) + sum(dataBA_o) + sum(duplTags_o)))
2e517a54eedc planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 16 diff changeset	578 plt.text(0.74, 0.09, legend, size=10, transform=plt.gcf().transFigure)
2e517a54eedc planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 16 diff changeset	579
2e517a54eedc planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 16 diff changeset	580 legend = "total\n{:.3f}\n{:.3f}\n{:.3f} ({:.3f})\n{:,}".format(
2e517a54eedc planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 16 diff changeset	581 float(sum(dataAB_o)) / (sum(ab_o) + sum(ba_o)),
2e517a54eedc planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 16 diff changeset	582 float(sum(dataBA_o)) / (sum(ab_o) + sum(ba_o)),
2e517a54eedc planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 16 diff changeset	583 float(sum(duplTags_o)) / (sum(ab_o) + sum(ba_o)),
2e517a54eedc planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 16 diff changeset	584 float(sum(duplTags_double_o)) / (sum(ab_o) + sum(ba_o)), (sum(ab_o) + sum(ba_o)))
2e517a54eedc planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 16 diff changeset	585 plt.text(0.84, 0.09, legend, size=10, transform=plt.gcf().transFigure)
16 6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	586
6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	587 pdf.savefig(fig)
6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	588 plt.close()
6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	589
6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	590 # write same information to a csv file
6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	591 count = numpy.bincount(integers) # original counts of family sizes
6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	592 output_file.write("\nDataset:{}{}\n".format(sep, name_file))
6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	593 output_file.write("max. family size:{}{}\n".format(sep, max(integers)))
6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	594 output_file.write("absolute frequency:{}{}\n".format(sep, count[len(count) - 1]))
6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	595 output_file.write("relative frequency:{}{:.3f}\n\n".format(sep, float(count[len(count) - 1]) / sum(count)))
6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	596
18 c825a29a7d9f planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 17 diff changeset	597 output_file.write("{}singletons:{}{}{}family size > 20:{}{}{}{}length of dataset:\n".format(sep, sep, sep, sep, sep, sep, sep, sep))
17 2e517a54eedc planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 16 diff changeset	598 output_file.write("{}nr. of tags{}rel. freq of tags{}rel.freq of PE reads{}nr. of tags{}rel. freq of tags{}nr. of PE reads{}rel. freq of PE reads{}total nr. of tags{}total nr. of PE reads\n".format(sep, sep, sep, sep, sep, sep, sep, sep, sep))
2e517a54eedc planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 16 diff changeset	599 output_file.write("{}{}{}{}{:.3f}{}{:.3f}{}{}{}{:.3f}{}{}{}{:.3f}{}{}{}{}\n\n".format(
2e517a54eedc planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 16 diff changeset	600 name_file, sep, singl.astype(int), sep, singl / len(data), sep, float(singl)/sum(data_o), sep,
2e517a54eedc planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 16 diff changeset	601 last.astype(int), sep, last / len(data), sep, sum(data_o[data_o > 20]), sep, float(sum(data_o[data_o > 20])) / sum(data_o), sep, len(data), sep, sum(data_o)))
16 6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	602
6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	603 # information for FS >= 1
17 2e517a54eedc planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 16 diff changeset	604 output_file.write("The unique frequencies were calculated from the dataset where the tags occured only once (=ab without DCS, ba without DCS)\n"
2e517a54eedc planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 16 diff changeset	605 "Whereas the total frequencies were calculated from the whole dataset (=including the DCS).\n\n")
2e517a54eedc planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 16 diff changeset	606 output_file.write("FS >= 1{}nr. of tags{}nr. of PE reads{}rel. freq of tags{}{}rel. freq of PE reads:\n".format(sep, sep, sep, sep, sep))
2e517a54eedc planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 16 diff changeset	607 output_file.write("{}{}{}unique:{}total{}unique{}total:\n".format(sep, sep, sep, sep, sep, sep))
2e517a54eedc planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 16 diff changeset	608 output_file.write("SSCS ab{}{}{}{}{}{:.3f}{}{:.3f}{}{:.3f}{}{:.3f}\n".format(
2e517a54eedc planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 16 diff changeset	609 sep, len(dataAB), sep, sum(dataAB_o), sep, float(len(dataAB)) / (len(dataAB) + len(dataBA) + len(duplTags)),
2e517a54eedc planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 16 diff changeset	610 sep, float(sum(dataAB_o)) / (sum(dataAB_o) + sum(dataBA_o) + sum(duplTags_o)), sep,
2e517a54eedc planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 16 diff changeset	611 float(len(dataAB)) / (len(ab) + len(ba)), sep, float(sum(dataAB_o)) / (sum(ab_o) + sum(ba_o))))
2e517a54eedc planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 16 diff changeset	612 output_file.write("SSCS ba{}{}{}{}{}{:.3f}{}{:.3f}{}{:.3f}{}{:.3f}\n".format(
2e517a54eedc planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 16 diff changeset	613 sep, len(dataBA), sep, sum(dataBA_o), sep, float(len(dataBA)) / (len(dataBA) + len(dataBA) + len(duplTags)),
2e517a54eedc planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 16 diff changeset	614 sep, float(sum(dataBA_o)) / (sum(dataBA_o) + sum(dataBA_o) + sum(duplTags_o)), sep, float(len(dataBA)) / (len(ba) + len(ba)),
2e517a54eedc planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 16 diff changeset	615 sep, float(sum(dataBA_o)) / (sum(ba_o) + sum(ba_o))))
2e517a54eedc planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 16 diff changeset	616 output_file.write("DCS (total){}{} ({}){}{} ({}){}{:.3f}{}{:.3f} ({:.3f}){}{:.3f}{}{:.3f} ({:.3f})\n".format(
2e517a54eedc planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 16 diff changeset	617 sep, len(duplTags), len(duplTags_double), sep, sum(duplTags_o), sum(duplTags_double_o), sep,
2e517a54eedc planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 16 diff changeset	618 float(len(duplTags)) / (len(dataAB) + len(dataBA) + len(duplTags)), sep,
2e517a54eedc planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 16 diff changeset	619 float(len(duplTags)) / (len(ab) + len(ba)), float(len(duplTags_double)) / (len(ab) + len(ba)), sep,
2e517a54eedc planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 16 diff changeset	620 float(sum(duplTags_o)) / (sum(dataAB_o) + sum(dataBA_o) + sum(duplTags_o)), sep,
2e517a54eedc planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 16 diff changeset	621 float(sum(duplTags_o)) / (sum(ab_o) + sum(ba_o)), float(sum(duplTags_double_o)) / (sum(ab_o) + sum(ba_o))))
2e517a54eedc planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 16 diff changeset	622 output_file.write("total nr. of tags{}{}{}{}{}{}{}{}{}{}{}{}\n".format(
2e517a54eedc planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 16 diff changeset	623 sep, (len(dataAB) + len(dataBA) + len(duplTags)), sep, (sum(dataAB_o) + sum(dataBA_o) + sum(duplTags_o)), sep,
2e517a54eedc planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 16 diff changeset	624 (len(dataAB) + len(dataBA) + len(duplTags)), sep, (len(ab) + len(ba)), sep,
2e517a54eedc planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 16 diff changeset	625 (sum(dataAB_o) + sum(dataBA_o) + sum(duplTags_o)), sep, (sum(ab_o) + sum(ba_o))))
16 6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	626 # information for FS >= 3
17 2e517a54eedc planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 16 diff changeset	627 output_file.write("\nFS >= 3{}nr. of tags{}nr. of PE reads{}rel. freq of tags{}{}rel. freq of PE reads:\n".format(sep, sep, sep, sep, sep))
2e517a54eedc planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 16 diff changeset	628 output_file.write("{}{}{}unique:{}total{}unique{}total:\n".format(sep, sep, sep, sep, sep, sep))
2e517a54eedc planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 16 diff changeset	629 output_file.write("SSCS ab{}{}{}{}{}{:.3f}{}{:.3f}{}{:.3f}{}{:.3f}\n".format(
2e517a54eedc planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 16 diff changeset	630 sep, len(dataAB_FS3), sep, sum(dataAB_FS3_o), sep,
2e517a54eedc planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 16 diff changeset	631 float(len(dataAB_FS3)) / (len(dataAB_FS3) + len(dataBA_FS3) + len(duplTags_FS3)), sep,
2e517a54eedc planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 16 diff changeset	632 float(len(dataAB_FS3)) / (len(dataBA_FS3) + len(dataBA_FS3) + duplTags_double_FS3),
2e517a54eedc planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 16 diff changeset	633 sep, float(sum(dataAB_FS3_o)) / (sum(dataAB_FS3_o) + sum(dataBA_FS3_o) + sum(duplTags_FS3_o)),
2e517a54eedc planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 16 diff changeset	634 sep, float(sum(dataAB_FS3_o)) / (sum(dataBA_FS3_o) + sum(dataBA_FS3_o) + duplTags_double_FS3_o)))
2e517a54eedc planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 16 diff changeset	635 output_file.write("SSCS ba{}{}{}{}{}{:.3f}{}{:.3f}{}{:.3f}{}{:.3f}\n".format(
2e517a54eedc planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 16 diff changeset	636 sep, len(dataBA_FS3), sep, sum(dataBA_FS3_o), sep,
2e517a54eedc planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 16 diff changeset	637 float(len(dataBA_FS3)) / (len(dataBA_FS3) + len(dataBA_FS3) + len(duplTags_FS3)),
2e517a54eedc planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 16 diff changeset	638 sep, float(len(dataBA_FS3)) / (len(dataBA_FS3) + len(dataBA_FS3) + duplTags_double_FS3),
2e517a54eedc planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 16 diff changeset	639 sep, float(sum(dataBA_FS3_o)) / (sum(dataBA_FS3_o) + sum(dataBA_FS3_o) + sum(duplTags_FS3_o)),
2e517a54eedc planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 16 diff changeset	640 sep, float(sum(dataBA_FS3_o)) / (sum(dataBA_FS3_o) + sum(dataBA_FS3_o) + duplTags_double_FS3_o)))
2e517a54eedc planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 16 diff changeset	641 output_file.write("DCS (total){}{} ({}){}{} ({}){}{:.3f}{}{:.3f} ({:.3f}){}{:.3f}{}{:.3f} ({:.3f})\n".format(
2e517a54eedc planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 16 diff changeset	642 sep, len(duplTags_FS3), duplTags_double_FS3, sep, sum(duplTags_FS3_o), duplTags_double_FS3_o, sep,
2e517a54eedc planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 16 diff changeset	643 float(len(duplTags_FS3)) / (len(dataAB_FS3) + len(dataBA_FS3) + len(duplTags_FS3)), sep,
2e517a54eedc planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 16 diff changeset	644 float(len(duplTags_FS3)) / (len(dataAB_FS3) + len(dataBA_FS3) + duplTags_double_FS3),
2e517a54eedc planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 16 diff changeset	645 float(duplTags_double_FS3) / (len(dataAB_FS3) + len(dataBA_FS3) + duplTags_double_FS3),
2e517a54eedc planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 16 diff changeset	646 sep, float(sum(duplTags_FS3_o)) / (sum(dataAB_FS3_o) + sum(dataBA_FS3_o) + sum(duplTags_FS3_o)), sep,
2e517a54eedc planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 16 diff changeset	647 float(sum(duplTags_FS3_o)) / (sum(dataAB_FS3_o) + sum(dataBA_FS3_o) + duplTags_double_FS3_o),
2e517a54eedc planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 16 diff changeset	648 float(duplTags_double_FS3_o) / (sum(dataAB_FS3_o) + sum(dataBA_FS3_o) + duplTags_double_FS3_o)))
2e517a54eedc planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 16 diff changeset	649 output_file.write("total nr. of tags{}{}{}{}{}{}{}{}{}{}{}{}\n".format(
2e517a54eedc planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 16 diff changeset	650 sep, (len(dataAB_FS3) + len(dataBA_FS3) + len(duplTags_FS3)), sep, (sum(dataAB_FS3_o) + sum(dataBA_FS3_o) + sum(duplTags_FS3_o)),
2e517a54eedc planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 16 diff changeset	651 sep, (len(dataAB_FS3) + len(dataBA_FS3) + len(duplTags_FS3)), sep, (len(dataAB_FS3) + len(dataBA_FS3) + duplTags_double_FS3),
2e517a54eedc planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit b8a2f7b7615b2bcd3b602027af31f4e677da94f6-dirty mheinzl parents: 16 diff changeset	652 sep, (sum(dataAB_FS3_o) + sum(dataBA_FS3_o) + sum(duplTags_FS3_o)), sep, (sum(dataAB_FS3_o) + sum(dataBA_FS3_o) + duplTags_double_FS3_o)))
16 6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	653
6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	654 output_file.write("\nValues from family size distribution\n")
6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	655 output_file.write("{}duplex{}ab{}ba{}sum\n".format(sep, sep, sep, sep))
6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	656 for dx, ab, ba, fs in zip(counts[0][0], counts[0][1], counts[0][2], counts[1]):
6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	657 if fs == 21:
6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	658 fs = ">20"
6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	659 else:
6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	660 fs = "={}".format(fs)
6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	661 ab1 = ab - dx
6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	662 ba1 = ba - ab
6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	663 output_file.write("FS{}{}{}{}{}{}{}{}{}\n".format(fs, sep, int(dx), sep, int(ab1), sep, int(ba1), sep, int(ba)))
6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	664
6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	665 print("Files successfully created!")
6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	666
6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	667
6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	668 if __name__ == '__main__':
6bd9ef49d013 planemo upload for repository https://github.com/monikaheinzl/duplexanalysis_galaxy/tree/master/tools/fsd commit dfaab79252a858e8df16bbea3607ebf1b6962e5a mheinzl parents: diff changeset	669 sys.exit(compare_read_families(sys.argv))

Mercurial > repos > mheinzl > fsd

annotate fsd.py @ 34:faa56fbf6b32 draft