Switch to unified view

a b/deepvariant/dv_constants.py
1
# Copyright 2017 Google LLC.
2
#
3
# Redistribution and use in source and binary forms, with or without
4
# modification, are permitted provided that the following conditions
5
# are met:
6
#
7
# 1. Redistributions of source code must retain the above copyright notice,
8
#    this list of conditions and the following disclaimer.
9
#
10
# 2. Redistributions in binary form must reproduce the above copyright
11
#    notice, this list of conditions and the following disclaimer in the
12
#    documentation and/or other materials provided with the distribution.
13
#
14
# 3. Neither the name of the copyright holder nor the names of its
15
#    contributors may be used to endorse or promote products derived from this
16
#    software without specific prior written permission.
17
#
18
# THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS"
19
# AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE
20
# IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE
21
# ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT HOLDER OR CONTRIBUTORS BE
22
# LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR
23
# CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF
24
# SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS
25
# INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN
26
# CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE)
27
# ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE
28
# POSSIBILITY OF SUCH DAMAGE.
29
"""Common constants shared across DeepVariant's codebase.
30
31
This file is for very general constants in the code that end up needing to be
32
accessed in a variety of places, often in live code as well as throughout the
33
code in tests.
34
"""
35
36
from deepvariant.protos import deepvariant_pb2
37
38
# Default width [in basepairs] for our DeepVariant data tensor.
39
PILEUP_DEFAULT_WIDTH = 221
40
41
# Default height [in rows] for our DeepVariant data tensor.
42
PILEUP_DEFAULT_HEIGHT = 100
43
44
# Default channels if none are provided
45
PILEUP_DEFAULT_CHANNELS = [
46
    'read_base',
47
    'base_quality',
48
    'mapping_quality',
49
    'strand',
50
    'read_supports_variant',
51
    'base_differs_from_ref',
52
]
53
54
# Channels that include insert size.
55
PILEUP_CHANNELS_WITH_INSERT_SIZE = [
56
    'read_base',
57
    'base_quality',
58
    'mapping_quality',
59
    'strand',
60
    'read_supports_variant',
61
    'base_differs_from_ref',
62
    'insert_size',
63
]
64
65
# Not a default because it's hard-coded into the code.
66
PILEUP_NUM_CHANNELS = len(PILEUP_DEFAULT_CHANNELS)
67
68
# The dimensions of a pileup image tensor as height x width x rank.
69
PILEUP_DEFAULT_DIMS = [
70
    PILEUP_DEFAULT_HEIGHT,
71
    PILEUP_DEFAULT_WIDTH,
72
    PILEUP_NUM_CHANNELS,
73
]
74
75
# Number of classes represented in the data set. The three classes are
76
# homozygous reference (0), heterozygous (1) and homozygous alternative (2).
77
NUM_CLASSES = 3
78
NUM_DENOVO_CLASSES = 2
79
80
# Default sample name if no sample name is found from the BAM header.
81
DEFAULT_SAMPLE_NAME = 'default'
82
83
# Define all available channels, configured using --channel_list
84
CHANNELS = [
85
    'read_base',
86
    'base_quality',
87
    'mapping_quality',
88
    'strand',
89
    'read_supports_variant',
90
    'base_differs_from_ref',
91
    'haplotype',
92
    'allele_frequency',
93
    'diff_channels_alternate_allele_1',
94
    'diff_channels_alternate_allele_2',
95
    'read_mapping_percent',
96
    'avg_base_quality',
97
    'identity',
98
    'gap_compressed_identity',
99
    'gc_content',
100
    'is_homopolymer',
101
    'homopolymer_weighted',
102
    'blank',
103
    'insert_size',
104
    'base_channels_alternate_allele_1',
105
    'base_channels_alternate_allele_2',
106
    'mean_coverage',
107
]
108
109
ALT_ALIGNED_PILEUP_CHANNELS = [
110
    'base_channels_alternate_allele_1',
111
    'base_channels_alternate_allele_2',
112
    'diff_channels_alternate_allele_1',
113
    'diff_channels_alternate_allele_2',
114
]
115
116
# Create list of channels that can be used with --channel_list by removing
117
# channels specified using --alt_aligned_pileup.
118
USER_SET_CHANNELS = [
119
    x for x in CHANNELS if x not in ALT_ALIGNED_PILEUP_CHANNELS
120
]
121
122
CHANNEL_ENUM_TO_STRING = {
123
    deepvariant_pb2.CH_READ_BASE: 'read_base',
124
    deepvariant_pb2.CH_BASE_QUALITY: 'base_quality',
125
    deepvariant_pb2.CH_MAPPING_QUALITY: 'mapping_quality',
126
    deepvariant_pb2.CH_STRAND: 'strand',
127
    deepvariant_pb2.CH_READ_SUPPORTS_VARIANT: 'read_supports_variant',
128
    deepvariant_pb2.CH_BASE_DIFFERS_FROM_REF: 'base_differs_from_ref',
129
    deepvariant_pb2.CH_HAPLOTYPE_TAG: 'haplotype',
130
    deepvariant_pb2.CH_ALLELE_FREQUENCY: 'allele_frequency',
131
    deepvariant_pb2.CH_DIFF_CHANNELS_ALTERNATE_ALLELE_1: (
132
        'diff_channels_alternate_allele_1'
133
    ),
134
    deepvariant_pb2.CH_DIFF_CHANNELS_ALTERNATE_ALLELE_2: (
135
        'diff_channels_alternate_allele_2'
136
    ),
137
    deepvariant_pb2.CH_READ_MAPPING_PERCENT: 'read_mapping_percent',
138
    deepvariant_pb2.CH_AVG_BASE_QUALITY: 'avg_base_quality',
139
    deepvariant_pb2.CH_IDENTITY: 'identity',
140
    deepvariant_pb2.CH_GAP_COMPRESSED_IDENTITY: 'gap_compressed_identity',
141
    deepvariant_pb2.CH_GC_CONTENT: 'gc_content',
142
    deepvariant_pb2.CH_IS_HOMOPOLYMER: 'is_homopolymer',
143
    deepvariant_pb2.CH_HOMOPOLYMER_WEIGHTED: 'homopolymer_weighted',
144
    deepvariant_pb2.CH_BLANK: 'blank',
145
    deepvariant_pb2.CH_INSERT_SIZE: 'insert_size',
146
    deepvariant_pb2.CH_BASE_CHANNELS_ALTERNATE_ALLELE_1: (
147
        'base_channels_alternate_allele_1'
148
    ),
149
    deepvariant_pb2.CH_BASE_CHANNELS_ALTERNATE_ALLELE_2: (
150
        'base_channels_alternate_allele_2'
151
    ),
152
    deepvariant_pb2.CH_MEAN_COVERAGE: 'mean_coverage',
153
}
154
155
# Used only when phasing is on (phase_reads=true). It allows to set the
156
# region padding as a percantage over the region length. candidates are
157
# calculated over an extended region. Output examples are not affected by
158
# this value.
159
PHASE_READS_REGION_PADDING_PCT = 20