annotate genetrack_util.py @ 4:4644c2eee4e5 draft

planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit 19ea4feff5ccf3744c549b9a67259947a1cb90ba
author iuc
date Sat, 21 Jan 2017 14:38:06 -0500
parents 155f754c2863
children 5aeb86949eae
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a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
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1 import bisect
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
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2 import math
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
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3 import re
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
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4 import subprocess
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
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5 import sys
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
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6 import tempfile
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
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8 import numpy
4644c2eee4e5 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit 19ea4feff5ccf3744c549b9a67259947a1cb90ba
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9
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a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
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10 GFF_EXT = 'gff'
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
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11 SCIDX_EXT = 'scidx'
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
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14 def noop(data):
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
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15 return data
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
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18 def zeropad_to_numeric(data):
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
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19 return re.sub(r'chr0(\d)', r'chr\1', data)
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
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22 def numeric_to_zeropad(data):
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
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23 return re.sub(r'chr(\d([^\d]|$))', r'chr0\1', data)
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
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26 FORMATS = ['zeropad', 'numeric']
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
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27 IN_CONVERT = {'zeropad': zeropad_to_numeric, 'numeric': noop}
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
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28 OUT_CONVERT = {'zeropad': numeric_to_zeropad, 'numeric': noop}
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
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31 def conversion_functions(in_fmt, out_fmt):
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
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32 """
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
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33 Returns the proper list of functions to apply to perform a conversion
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
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34 """
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
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35 return [IN_CONVERT[in_fmt], OUT_CONVERT[out_fmt]]
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
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38 def convert_data(data, in_fmt, out_fmt):
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
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39 for fn in conversion_functions(in_fmt, out_fmt):
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
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40 data = fn(data)
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
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41 return data
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
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44 class ChromosomeManager(object):
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
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45 """
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
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46 Manages a CSV reader of an index file to only load one chrom at a time
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
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47 """
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
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48
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49 def __init__(self, reader):
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
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50 self.done = False
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
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51 self.reader = reader
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
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52 self.processed_chromosomes = []
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
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53 self.current_index = 0
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54 self.next_valid()
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55
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56 def next(self):
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
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57 self.line = self.reader.next()
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58
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59 def is_valid(self, line):
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60 if len(line) not in [4, 5, 9]:
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
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61 return False
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
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62 try:
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
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63 [int(i) for i in line[1:]]
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64 self.format = SCIDX_EXT
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65 return True
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
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66 except ValueError:
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67 try:
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68 if len(line) < 6:
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
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69 return False
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
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70 [int(line[4]), int(line[5])]
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71 self.format = GFF_EXT
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
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72 return True
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
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73 except ValueError:
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74 return False
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
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75
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76 def next_valid(self):
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77 """
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78 Advance to the next valid line in the reader
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79 """
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80 self.line = self.reader.next()
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81 s = 0
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
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82 while not self.is_valid(self.line):
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83 self.line = self.reader.next()
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84 s += 1
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
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85 if s > 0:
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86 # Skip initial line(s) of file
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87 pass
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88
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89 def parse_line(self, line):
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90 if self.format == SCIDX_EXT:
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91 return [int(line[1]), int(line[2]), int(line[3])]
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
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92 else:
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93 return [int(line[3]), line[6], line[5]]
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
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94
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
iuc
parents:
diff changeset
95 def chromosome_name(self):
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
iuc
parents:
diff changeset
96 """
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
iuc
parents:
diff changeset
97 Return the name of the chromosome about to be loaded
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
iuc
parents:
diff changeset
98 """
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
iuc
parents:
diff changeset
99 return self.line[0]
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
iuc
parents:
diff changeset
100
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
iuc
parents:
diff changeset
101 def load_chromosome(self, collect_data=True):
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
iuc
parents:
diff changeset
102 """
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
iuc
parents:
diff changeset
103 Load the current chromosome into an array and return it
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
iuc
parents:
diff changeset
104 """
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
iuc
parents:
diff changeset
105 cname = self.chromosome_name()
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
iuc
parents:
diff changeset
106 if cname in self.processed_chromosomes:
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
iuc
parents:
diff changeset
107 stop_err('File is not grouped by chromosome')
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
iuc
parents:
diff changeset
108 self.data = []
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
iuc
parents:
diff changeset
109 while self.line[0] == cname:
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
iuc
parents:
diff changeset
110 if collect_data:
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
iuc
parents:
diff changeset
111 read = self.parse_line(self.line)
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
iuc
parents:
diff changeset
112 if read[0] < self.current_index:
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
iuc
parents:
diff changeset
113 msg = 'Reads in chromosome %s are not sorted by index. (At index %d)' % (cname, self.current_index)
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
iuc
parents:
diff changeset
114 stop_err(msg)
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
iuc
parents:
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115 self.current_index = read[0]
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
iuc
parents:
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116 self.add_read(read)
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
iuc
parents:
diff changeset
117 try:
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
iuc
parents:
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118 self.next()
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
iuc
parents:
diff changeset
119 except StopIteration:
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
iuc
parents:
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120 self.done = True
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
iuc
parents:
diff changeset
121 break
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
iuc
parents:
diff changeset
122 self.processed_chromosomes.append(cname)
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
iuc
parents:
diff changeset
123 self.current_index = 0
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
iuc
parents:
diff changeset
124 data = self.data
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
iuc
parents:
diff changeset
125 # Don't retain reference anymore to save memory
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
iuc
parents:
diff changeset
126 del self.data
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
iuc
parents:
diff changeset
127 return data
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
iuc
parents:
diff changeset
128
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
iuc
parents:
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129 def add_read(self, read):
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
iuc
parents:
diff changeset
130 if self.format == SCIDX_EXT:
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
iuc
parents:
diff changeset
131 self.data.append(read)
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
iuc
parents:
diff changeset
132 else:
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
iuc
parents:
diff changeset
133 index, strand, value = read
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
iuc
parents:
diff changeset
134 if value == '' or value == '.':
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
iuc
parents:
diff changeset
135 value = 1
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
iuc
parents:
diff changeset
136 else:
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
iuc
parents:
diff changeset
137 value = int(value)
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
iuc
parents:
diff changeset
138 if not self.data:
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
iuc
parents:
diff changeset
139 self.data.append([index, 0, 0])
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
iuc
parents:
diff changeset
140 current_read = self.data[-1]
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
iuc
parents:
diff changeset
141 if self.data[-1][0] == index:
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
iuc
parents:
diff changeset
142 current_read = self.data[-1]
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
iuc
parents:
diff changeset
143 elif self.data[-1][0] < index:
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
iuc
parents:
diff changeset
144 self.data.append([index, 0, 0])
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
iuc
parents:
diff changeset
145 current_read = self.data[-1]
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
iuc
parents:
diff changeset
146 else:
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
iuc
parents:
diff changeset
147 msg = 'Reads in chromosome %s are not sorted by index. (At index %d)' % (self.chromosome_name(), index)
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
iuc
parents:
diff changeset
148 stop_err(msg)
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
iuc
parents:
diff changeset
149 if strand == '+':
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
iuc
parents:
diff changeset
150 current_read[1] += value
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
iuc
parents:
diff changeset
151 elif strand == '-':
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
iuc
parents:
diff changeset
152 current_read[2] += value
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
iuc
parents:
diff changeset
153 else:
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
iuc
parents:
diff changeset
154 msg = 'Strand "%s" at chromosome "%s" index %d is not valid.' % (strand, self.chromosome_name(), index)
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
iuc
parents:
diff changeset
155 stop_err(msg)
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
iuc
parents:
diff changeset
156
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
iuc
parents:
diff changeset
157 def skip_chromosome(self):
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
iuc
parents:
diff changeset
158 """
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
iuc
parents:
diff changeset
159 Skip the current chromosome, discarding data
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
iuc
parents:
diff changeset
160 """
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
iuc
parents:
diff changeset
161 self.load_chromosome(collect_data=False)
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
iuc
parents:
diff changeset
162
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
iuc
parents:
diff changeset
163
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
iuc
parents:
diff changeset
164 class Peak(object):
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
iuc
parents:
diff changeset
165 def __init__(self, index, pos_width, neg_width):
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
iuc
parents:
diff changeset
166 self.index = index
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
iuc
parents:
diff changeset
167 self.start = index - neg_width
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
iuc
parents:
diff changeset
168 self.end = index + pos_width
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
iuc
parents:
diff changeset
169 self.value = 0
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
iuc
parents:
diff changeset
170 self.deleted = False
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
iuc
parents:
diff changeset
171 self.safe = False
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
iuc
parents:
diff changeset
172
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
iuc
parents:
diff changeset
173 def __repr__(self):
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
iuc
parents:
diff changeset
174 return '[%d] %d' % (self.index, self.value)
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
iuc
parents:
diff changeset
175
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
iuc
parents:
diff changeset
176
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
iuc
parents:
diff changeset
177 def gff_row(cname, start, end, score, source, type='.', strand='.', phase='.', attrs={}):
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
iuc
parents:
diff changeset
178 return (cname, source, type, start, end, score, strand, phase, gff_attrs(attrs))
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
iuc
parents:
diff changeset
179
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
iuc
parents:
diff changeset
180
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
iuc
parents:
diff changeset
181 def gff_attrs(d):
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
iuc
parents:
diff changeset
182 if not d:
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
iuc
parents:
diff changeset
183 return '.'
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
iuc
parents:
diff changeset
184 return ';'.join('%s=%s' % item for item in d.items())
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
iuc
parents:
diff changeset
185
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
iuc
parents:
diff changeset
186
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
iuc
parents:
diff changeset
187 def stop_err(msg):
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
iuc
parents:
diff changeset
188 sys.stderr.write(msg)
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189 sys.exit(1)
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190
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191
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
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192 def is_int(i):
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193 try:
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
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194 int(i)
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
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195 return True
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
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196 except ValueError:
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
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197 return False
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198
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199
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200 def make_keys(data):
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201 return [read[0] for read in data]
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202
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iuc
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203
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
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204 def make_peak_keys(peaks):
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205 return [peak.index for peak in peaks]
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206
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207
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208 def get_window(data, start, end, keys):
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209 """
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210 Returns all reads from the data set with index between the two indexes
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
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211 """
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212 start_index = bisect.bisect_left(keys, start)
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
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213 end_index = bisect.bisect_right(keys, end)
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214 return data[start_index:end_index]
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215
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216
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217 def get_index(value, keys):
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218 """
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219 Returns the index of the value in the keys using bisect
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220 """
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
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221 return bisect.bisect_left(keys, value)
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
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222
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223
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224 def get_range(data):
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225 lo = min([item[0] for item in data])
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226 hi = max([item[0] for item in data])
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227 return lo, hi
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228
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229
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230 def get_chunks(lo, hi, size, overlap=500):
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231 """
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232 Divides a range into chunks of maximum size size. Returns a list of
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
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233 2-tuples (slice_range, process_range), each a 2-tuple (start, end).
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
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234 process_range has zero overlap and should be given to process_chromosome
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
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235 as-is, and slice_range is overlapped and should be used to slice the
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
iuc
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236 data (using get_window) to be given to process_chromosome.
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237 """
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
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238 chunks = []
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
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239 for start_index in range(lo, hi, size):
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
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240 process_start = start_index
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241 # Don't go over upper bound
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242 process_end = min(start_index + size, hi)
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
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243 # Don't go under lower bound
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244 slice_start = max(process_start - overlap, lo)
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
iuc
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245 # Don't go over upper bound
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246 slice_end = min(process_end + overlap, hi)
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247 chunks.append(((slice_start, slice_end), (process_start, process_end)))
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248 return chunks
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249
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250
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251 def allocate_array(data, width):
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252 """
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
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253 Allocates a new array with the dimensions required to fit all reads in
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
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254 the argument. The new array is totally empty. Returns the array and the
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255 shift (number to add to a read index to get the position in the array it
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
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diff changeset
256 should be at).
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
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257 """
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258 lo, hi = get_range(data)
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259 rng = hi - lo
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260 shift = width - lo
1
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261 return numpy.zeros(rng + width * 2, numpy.float), shift
0
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262
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263
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264 def normal_array(width, sigma, normalize=True):
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265 """
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266 Returns an array of the normal distribution of the specified width
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267 """
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
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268 sigma2 = float(sigma)**2
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269
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270 def normal_func(x):
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271 return math.exp(-x * x / (2 * sigma2))
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272
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273 # width is the half of the distribution
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274 values = map(normal_func, range(-width, width))
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275 values = numpy.array(values, numpy.float)
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
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276 # normalization
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
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277 if normalize:
1
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278 values = 1.0 / math.sqrt(2 * numpy.pi * sigma2) * values
0
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
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279 return values
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280
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281
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282 def call_peaks(array, shift, data, keys, direction, down_width, up_width, exclusion):
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
iuc
parents:
diff changeset
283 peaks = []
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
iuc
parents:
diff changeset
284
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
iuc
parents:
diff changeset
285 def find_peaks():
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
iuc
parents:
diff changeset
286 # Go through the array and call each peak
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
iuc
parents:
diff changeset
287 results = (array > numpy.roll(array, 1)) & (array > numpy.roll(array, -1))
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
iuc
parents:
diff changeset
288 indexes = numpy.where(results)
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
iuc
parents:
diff changeset
289 for index in indexes[0]:
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
iuc
parents:
diff changeset
290 pos = down_width or exclusion // 2
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
iuc
parents:
diff changeset
291 neg = up_width or exclusion // 2
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
iuc
parents:
diff changeset
292 # Reverse strand
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
iuc
parents:
diff changeset
293 if direction == 2:
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
iuc
parents:
diff changeset
294 # Swap positive and negative widths
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
iuc
parents:
diff changeset
295 pos, neg = neg, pos
1
155f754c2863 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit ea49259a702be2cc2b70166770d09177019bb210
iuc
parents: 0
diff changeset
296 peaks.append(Peak(int(index) - shift, pos, neg))
0
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
iuc
parents:
diff changeset
297 find_peaks()
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
iuc
parents:
diff changeset
298
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
iuc
parents:
diff changeset
299 def calculate_reads():
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
iuc
parents:
diff changeset
300 # Calculate the number of reads in each peak
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
iuc
parents:
diff changeset
301 for peak in peaks:
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
iuc
parents:
diff changeset
302 reads = get_window(data, peak.start, peak.end, keys)
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
iuc
parents:
diff changeset
303 peak.value = sum([read[direction] for read in reads])
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
iuc
parents:
diff changeset
304 # Flat list of indexes with frequency
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
iuc
parents:
diff changeset
305 indexes = [r for read in reads for r in [read[0]] * read[direction]]
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
iuc
parents:
diff changeset
306 peak.stddev = numpy.std(indexes)
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
iuc
parents:
diff changeset
307 calculate_reads()
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
iuc
parents:
diff changeset
308
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
iuc
parents:
diff changeset
309 def perform_exclusion():
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
iuc
parents:
diff changeset
310 # Process the exclusion zone
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
iuc
parents:
diff changeset
311 peak_keys = make_peak_keys(peaks)
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
iuc
parents:
diff changeset
312 peaks_by_value = peaks[:]
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
iuc
parents:
diff changeset
313 peaks_by_value.sort(key=lambda peak: -peak.value)
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
iuc
parents:
diff changeset
314 for peak in peaks_by_value:
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
iuc
parents:
diff changeset
315 peak.safe = True
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
iuc
parents:
diff changeset
316 window = get_window(peaks,
1
155f754c2863 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit ea49259a702be2cc2b70166770d09177019bb210
iuc
parents: 0
diff changeset
317 peak.index - exclusion // 2,
155f754c2863 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit ea49259a702be2cc2b70166770d09177019bb210
iuc
parents: 0
diff changeset
318 peak.index + exclusion // 2,
0
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
iuc
parents:
diff changeset
319 peak_keys)
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
iuc
parents:
diff changeset
320 for excluded in window:
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
iuc
parents:
diff changeset
321 if excluded.safe:
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
iuc
parents:
diff changeset
322 continue
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
iuc
parents:
diff changeset
323 i = get_index(excluded.index, peak_keys)
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
iuc
parents:
diff changeset
324 del peak_keys[i]
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
iuc
parents:
diff changeset
325 del peaks[i]
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
iuc
parents:
diff changeset
326 perform_exclusion()
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
iuc
parents:
diff changeset
327 return peaks
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
iuc
parents:
diff changeset
328
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
iuc
parents:
diff changeset
329
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
iuc
parents:
diff changeset
330 def process_chromosome(cname, data, writer, process_bounds, width, sigma, down_width, up_width, exclusion, filter):
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
iuc
parents:
diff changeset
331 """
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
iuc
parents:
diff changeset
332 Process a chromosome. Takes the chromosome name, list of reads, a CSV
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
iuc
parents:
diff changeset
333 writer to write processes results to, the bounds (2-tuple) to write
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
iuc
parents:
diff changeset
334 results in, and options.
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
iuc
parents:
diff changeset
335 """
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
iuc
parents:
diff changeset
336 if not data:
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
iuc
parents:
diff changeset
337 return
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
iuc
parents:
diff changeset
338 keys = make_keys(data)
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
iuc
parents:
diff changeset
339 # Create the arrays that hold the sum of the normals
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
iuc
parents:
diff changeset
340 forward_array, forward_shift = allocate_array(data, width)
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
iuc
parents:
diff changeset
341 reverse_array, reverse_shift = allocate_array(data, width)
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
iuc
parents:
diff changeset
342 normal = normal_array(width, sigma)
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
iuc
parents:
diff changeset
343
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
iuc
parents:
diff changeset
344 def populate_array():
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
iuc
parents:
diff changeset
345 # Add each read's normal to the array
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
iuc
parents:
diff changeset
346 for read in data:
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
iuc
parents:
diff changeset
347 index, forward, reverse = read
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
iuc
parents:
diff changeset
348 # Add the normals to the appropriate regions
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
iuc
parents:
diff changeset
349 if forward:
1
155f754c2863 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit ea49259a702be2cc2b70166770d09177019bb210
iuc
parents: 0
diff changeset
350 forward_array[index + forward_shift - width:index + forward_shift + width] += normal * forward
0
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
iuc
parents:
diff changeset
351 if reverse:
1
155f754c2863 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit ea49259a702be2cc2b70166770d09177019bb210
iuc
parents: 0
diff changeset
352 reverse_array[index + reverse_shift - width:index + reverse_shift + width] += normal * reverse
0
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
iuc
parents:
diff changeset
353 populate_array()
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
iuc
parents:
diff changeset
354 forward_peaks = call_peaks(forward_array, forward_shift, data, keys, 1, down_width, up_width, exclusion)
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
iuc
parents:
diff changeset
355 reverse_peaks = call_peaks(reverse_array, reverse_shift, data, keys, 2, down_width, up_width, exclusion)
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
iuc
parents:
diff changeset
356 # Convert chromosome name in preparation for writing output
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
iuc
parents:
diff changeset
357 cname = convert_data(cname, 'zeropad', 'numeric')
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
iuc
parents:
diff changeset
358
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
iuc
parents:
diff changeset
359 def write(cname, strand, peak):
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
iuc
parents:
diff changeset
360 start = max(peak.start, 1)
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
iuc
parents:
diff changeset
361 end = peak.end
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
iuc
parents:
diff changeset
362 value = peak.value
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
iuc
parents:
diff changeset
363 stddev = peak.stddev
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
iuc
parents:
diff changeset
364 if value > filter:
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
iuc
parents:
diff changeset
365 # This version of genetrack outputs only gff files.
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
iuc
parents:
diff changeset
366 writer.writerow(gff_row(cname=cname,
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
iuc
parents:
diff changeset
367 source='genetrack',
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
iuc
parents:
diff changeset
368 start=start,
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
iuc
parents:
diff changeset
369 end=end,
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
iuc
parents:
diff changeset
370 score=value,
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
iuc
parents:
diff changeset
371 strand=strand,
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
iuc
parents:
diff changeset
372 attrs={'stddev': stddev}))
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
iuc
parents:
diff changeset
373
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
iuc
parents:
diff changeset
374 for peak in forward_peaks:
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
iuc
parents:
diff changeset
375 if process_bounds[0] < peak.index < process_bounds[1]:
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
iuc
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376 write(cname, '+', peak)
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
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377 for peak in reverse_peaks:
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
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378 if process_bounds[0] < peak.index < process_bounds[1]:
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
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379 write(cname, '-', peak)
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
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380
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
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381
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
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382 def sort_chromosome_reads_by_index(input_path):
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
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383 """
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
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384 Return a gff file with chromosome reads sorted by index.
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
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385 """
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
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386 # Will this sort produce different results across platforms?
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
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387 output_path = tempfile.NamedTemporaryFile(delete=False).name
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
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388 command = 'sort -k 1,1 -k 4,4n "%s" > "%s"' % (input_path, output_path)
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
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389 p = subprocess.Popen(command, shell=True)
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
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390 p.wait()
a387a9e49dd6 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/genetrack commit e96df94dba60050fa28aaf55b5bb095717a5f260
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391 return output_path