From 751a207f0e3bb0d70b9b3e374b150a4dd817e12a Mon Sep 17 00:00:00 2001 From: Adam English Date: Thu, 9 Jan 2025 17:46:13 -0500 Subject: [PATCH] Symbolic<>Resolved Comparison. No sizemax. Symbolic SVs can now be compared to sequence resolved SVs without specifying `--pctsize 0`. Sizemax now default to -1, meaning there's no cap on SV lengths. --- .../bench/bench_bnd/candidate.refine.bed | 43 +++++++------ .../answer_key/bench/bench_bnd/fn.vcf.gz | Bin 3686 -> 4255 bytes .../answer_key/bench/bench_bnd/fn.vcf.gz.tbi | Bin 2194 -> 2828 bytes .../answer_key/bench/bench_bnd/fp.vcf.gz | Bin 12907 -> 13790 bytes .../answer_key/bench/bench_bnd/fp.vcf.gz.tbi | Bin 4670 -> 5023 bytes repo_utils/answer_key/bench/bench_bnd/log.txt | 57 +++++++++--------- .../answer_key/bench/bench_bnd/params.json | 2 +- .../answer_key/bench/bench_bnd/summary.json | 32 +++++----- .../answer_key/bench/bench_bnd/tp-base.vcf.gz | Bin 8619 -> 10206 bytes .../bench/bench_bnd/tp-base.vcf.gz.tbi | Bin 4402 -> 5287 bytes .../answer_key/bench/bench_bnd/tp-comp.vcf.gz | Bin 10192 -> 12330 bytes .../bench/bench_bnd/tp-comp.vcf.gz.tbi | Bin 4401 -> 5289 bytes .../bench/bench_bnd_decomp/fn.vcf.gz | Bin 4002 -> 4003 bytes .../bench/bench_bnd_decomp/fn.vcf.gz.tbi | Bin 2769 -> 2769 bytes .../bench/bench_bnd_decomp/fp.vcf.gz | Bin 8121172 -> 8122562 bytes .../bench/bench_bnd_decomp/fp.vcf.gz.tbi | Bin 202890 -> 202892 bytes truvari/bench.py | 12 ++-- truvari/collapse.py | 6 +- truvari/matching.py | 12 +--- truvari/phab.py | 6 +- truvari/variant_file.py | 4 +- truvari/variant_params.py | 7 ++- truvari/variant_record.py | 41 +++++++------ 23 files changed, 118 insertions(+), 104 deletions(-) diff --git a/repo_utils/answer_key/bench/bench_bnd/candidate.refine.bed b/repo_utils/answer_key/bench/bench_bnd/candidate.refine.bed index b97c2824..7f264bd3 100644 --- a/repo_utils/answer_key/bench/bench_bnd/candidate.refine.bed +++ b/repo_utils/answer_key/bench/bench_bnd/candidate.refine.bed @@ -1,11 +1,13 @@ chr1 181135 181156 +chr1 297945 297966 chr1 6005049 6006670 chr1 122627325 122627346 +chr1 124860930 124860951 chr1 224013761 224013782 chr10 1238267 1238288 chr10 39478703 39478724 -chr10 67470500 67470521 -chr10 68211488 68211509 +chr10 67470500 68211509 +chr10 93279144 94722597 chr10 132505641 132506422 chr11 964817 964838 chr11 33648565 33648586 @@ -19,24 +21,24 @@ chr11 125661462 125661483 chr11 135076371 135076392 chr12 2572354 2572375 chr12 10428997 10444441 -chr12 24759747 24759768 -chr12 26566549 26566649 -chr12 26706109 26706130 +chr12 12760646 12864984 +chr12 24759747 26706130 chr12 106703356 106718439 chr12 132242311 132242332 chr13 56380894 56381040 chr13 114073358 114074122 chr14 102919538 102919632 -chr15 31496974 31496995 -chr15 31637303 31637324 +chr15 31496974 31637324 chr15 40450778 40450800 -chr15 44117194 44117215 -chr15 44248462 44248483 +chr15 44117191 44248483 chr15 74894096 74894117 +chr15 90787610 90889113 +chr15 98348337 98809237 chr16 1025231 1025252 chr16 49626994 49627100 chr16 89536459 89536480 chr17 31964205 32004138 +chr17 32305433 32305454 chr17 32670386 32670407 chr17 77850848 77850938 chr17 83120464 83120485 @@ -49,7 +51,7 @@ chr19 395626 395835 chr19 3477781 3477868 chr19 11196125 11218966 chr19 29439299 29439424 -chr19 44991097 44991118 +chr19 39706573 50554260 chr19 53185919 53185940 chr19 55068010 55068465 chr2 9737589 9737610 @@ -63,8 +65,7 @@ chr20 16410045 16410066 chr20 25499107 25499128 chr20 38428231 38428252 chr20 38430124 38430145 -chr20 62257534 62257555 -chr20 62378058 62378079 +chr20 62257534 62378079 chr20 62755268 62755289 chr20 63443033 63443054 chr22 31903282 31903303 @@ -74,20 +75,22 @@ chr22 49494347 49494368 chr3 11399 11532 chr3 112164423 112164444 chr3 138126516 138126537 +chr3 139998683 139998704 chr3 184714589 184714610 chr3 192188379 192188404 chr4 1429347 1434609 chr4 8631479 8637158 -chr5 36023169 36023190 -chr5 39360014 39360035 +chr4 37407608 37553796 +chr5 20023760 20023791 +chr5 36023169 39360035 chr5 71009525 71015235 -chr5 172418408 172418429 -chr5 172626365 172626386 +chr5 172418408 172626386 chr5 176031036 176031057 +chr6 51982887 100746170 chr6 131707570 131707591 chr6 157972782 157972814 -chr7 4824638 4824659 -chr7 7802502 7802523 +chr7 361589 361610 +chr7 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thresg.add_argument("-n", "--no-roll", action="store_false", help="Turn off rolling sequence similarity") thresg.add_argument("--pick", type=str, default=defaults.pick, choices=PICKERS.keys(), help="Number of matches reported per-call (%(default)s)") - thresg.add_argument("--dup-to-ins", action="store_true", + thresg.add_argument("-d", "--dup-to-ins", action="store_true", help="Assume DUP svtypes are INS (%(default)s)") thresg.add_argument("-B", "--bnddist", type=int, default=defaults.bnddist, help="Maximum distance allowed between BNDs (%(default)s; -1=off)") thresg.add_argument("-C", "--chunksize", type=truvari.restricted_int, default=defaults.chunksize, help="Max reference distance to compare calls (%(default)s)") - thresg.add_argument("--no-decompose", action="store_false", + thresg.add_argument("-N", "--no-decompose", action="store_false", help="Disallow symbolic variant decomposition to BNDs") + thresg.add_argument("-m", "--max-resolve", type=int, default=defaults.max_resolve, + help="Maximum size of variant to attempt to sequence resolve ($(default)s)") genoty = parser.add_argument_group("Genotype Comparison Arguments") genoty.add_argument("--bSample", type=str, default=None, @@ -80,8 +82,8 @@ def parse_args(args): help="Minimum variant size to consider from --comp (%(default)s)") filteg.add_argument("-S", "--sizefilt", type=truvari.restricted_int, default=None, help="Minimum variant size to consider from --base (30)") - filteg.add_argument("--sizemax", type=truvari.restricted_int, default=defaults.sizemax, - help="Maximum variant size to consider (%(default)s)") + filteg.add_argument("--sizemax", type=int, default=defaults.sizemax, + help="Maximum variant size to consider (-1 = off)") filteg.add_argument("--no-ref", default=defaults.no_ref, choices=['a', 'b', 'c'], help="Exclude 0/0 or ./. GT calls from all (a), base (b), or comp (c) vcfs (%(default)s)") filteg.add_argument("--includebed", type=str, default=None, diff --git a/truvari/collapse.py b/truvari/collapse.py index 010375e0..69303c75 100644 --- a/truvari/collapse.py +++ b/truvari/collapse.py @@ -509,8 +509,12 @@ def parse_args(args): help="Min pct reciprocal overlap (%(default)s) for DEL events") thresg.add_argument("-t", "--typeignore", action="store_true", default=False, help="Variant types don't need to match to compare (%(default)s)") - thresg.add_argument("--no-roll", action="store_false", + thresg.add_argument("-n", "--no-roll", action="store_false", help="Turn off rolling sequence similarity") + thresg.add_argument("-m", "--max-resolve", type=truvari.restricted_int, default=25000, + help="Maximum size of variant to attempt to sequence resolve ($(default)s)") + thresg.add_argument("-D", "--decompose", action="store_true", + help="Allow decomposition for SV to BND comparison (%(default)s)") parser.add_argument("--hap", action="store_true", default=False, help="Collapsing a single individual's haplotype resolved calls (%(default)s)") diff --git a/truvari/matching.py b/truvari/matching.py index 13287ac4..179f2abc 100644 --- a/truvari/matching.py +++ b/truvari/matching.py @@ -162,7 +162,6 @@ def chunker(params, *files): cur_chrom = None cur_end = 0 cur_chunk = defaultdict(list) - unresolved_warned = False reference = pysam.FastaFile(params.reference) if params.reference is not None else None for key, entry in file_zipper(*files): @@ -182,15 +181,8 @@ def chunker(params, *files): continue # check symbolic, resolve if needed/possible - if params.pctseq != 0 and entry.alts[0].startswith('<'): - was_resolved = entry.resolve(reference) - if not was_resolved: - if not unresolved_warned: - logging.warning("Some symbolic SVs couldn't be resolved") - unresolved_warned = True - cur_chunk['__filtered'].append(entry) - call_counts['__filtered'] += 1 - continue + if entry.alts[0].startswith('<'): + entry.resolve(reference) new_chrom = cur_chrom and entry.chrom != cur_chrom new_chunk = cur_end and cur_end + params.chunksize < entry.start diff --git a/truvari/phab.py b/truvari/phab.py index eabe1743..ef2fd586 100644 --- a/truvari/phab.py +++ b/truvari/phab.py @@ -139,11 +139,12 @@ def make_consensus(data, ref_fn, passonly=True, max_size=50000): vcf_i = vcf.fetch_regions(tree, with_region=True) # Don't make haplotypes of non-sequence resolved, non-pass (sometimes), too big variants + # Note: max_size == -1 now that we're not capping by variant size. # pylint: disable=unnecessary-lambda-assignment entry_filter = lambda e: \ e.is_resolved() \ and (not passonly or not e.is_filtered()) \ - and (e.var_size() <= max_size) + and (max_size == -1 or e.var_size() <= max_size) # pylint: enable=unnecessary-lambda-assignment cur_key = None @@ -347,6 +348,9 @@ def phab(var_regions, base_vcf, ref_fn, output_fn, bSamples=None, buffer=100, :param `method`: Alignment method to use mafft or wfa :type `method`: :class:`str` """ + if max_size == -1 or max_size >= 50000: + logging.warning("Harmonizing variants ≥50kbp is not recommended") + logging.info("Preparing regions") region_fn = merged_region_file(var_regions, buffer) diff --git a/truvari/variant_file.py b/truvari/variant_file.py index 8102bb9c..c764d012 100644 --- a/truvari/variant_file.py +++ b/truvari/variant_file.py @@ -23,7 +23,7 @@ def __init__(self, filename, *args, params=None, **kwargs): :param args: Additional positional arguments to pass to pysam.VariantFile. :param kwargs: Additional keyword arguments to pass to pysam.VariantFile. """ - self.params = params + self.params = params if params else truvari.VariantParams() self._vcf = pysam.VariantFile(filename, *args, **kwargs) def __enter__(self): @@ -121,7 +121,7 @@ def write(self, record): :type record: `truvari.VariantRecord` """ out = record.get_record() - if self.params and self.params.write_resolved: + if self.params.write_resolved: out.ref = record.get_ref() out.alts = (record.get_alt(),) self._vcf.write(out) diff --git a/truvari/variant_params.py b/truvari/variant_params.py index e3ed9aa0..e30f2d09 100644 --- a/truvari/variant_params.py +++ b/truvari/variant_params.py @@ -40,7 +40,7 @@ class VariantParams(): * - `sizefilt` - Minimum size filter for comparison in the "comparison" dataset. Default: 30. * - `sizemax` - - Maximum variant size to consider. Default: 50000. + - Maximum variant size to consider. Default: -1, off. * - `passonly` - Whether to only consider variants with a "PASS" filter status. Default: `False`. * - `no_ref` @@ -63,6 +63,8 @@ class VariantParams(): - Whether to enable short-circuit logic for early exits in comparisons. Default: `False`. * - `skip_gt` - Whether to skip genotype comparisons. Default: `False`. + * - `max_resolve` + - Maximum size of a variant to attempt sequence resolving. Default: 25000. """ @@ -81,7 +83,7 @@ class VariantParams(): "bnddist": 100, "sizemin": 50, "sizefilt": 30, - "sizemax": 50000, + "sizemax": -1, "passonly": False, "no_ref": False, "pick": "single", @@ -93,6 +95,7 @@ class VariantParams(): "decompose": True, "short_circuit": False, "skip_gt": False, + "max_resolve": 25000, } def __init__(self, args=None, **kwargs): diff --git a/truvari/variant_record.py b/truvari/variant_record.py index 2308b338..60f717a5 100644 --- a/truvari/variant_record.py +++ b/truvari/variant_record.py @@ -10,7 +10,9 @@ RC = str.maketrans("ATCG", "TAGC") -# pylint: disable=access-member-before-definition, attribute-defined-outside-init +# pylint: disable=attribute-defined-outside-init + + class VariantRecord: """ Wrapper around pysam.VariantRecords with helper functions of variant properties and basic comparisons @@ -290,9 +292,9 @@ def cpx_match(self, other): def decompose(self): """ - Decompose Symbolic Variants into BND Records + Decompose SVs into BND Records - This method decomposes symbolic structural variants (SVs) of ``, ``, and `` into + This method decomposes structural variants (SVs) of ``, ``, and `` into Breakend (BND) records. The decomposed variants are stored internally and returned as a list. Raises: @@ -307,9 +309,6 @@ def decompose(self): - For `DUP` (Duplication) variants, two BND records are created to represent the duplication breakpoints. - Assumes `DUP` variants are of type `DUP:TANDEM`. """ - if not self.is_symbolic(): - raise ValueError("Can only decompose symbolic variants") - # No need to make twice if self.decomp_repr is not None: return self.decomp_repr @@ -493,9 +492,12 @@ def is_resolved(self): :return: is_resolved :rtype: bool """ - return self.alts and \ - ('<' not in self.alts[0]) and (self.alts[0] not in (None, '*')) \ - and self.alleles_variant_types[1] != 'BND' + orig_resolved = not self.is_monrefstar() and \ + not self.is_symbolic() and \ + not self.is_bnd() + truv_resolved = self.resolved_ref is not None \ + and self.resolved_alt is not None + return orig_resolved or truv_resolved def filter_call(self, base=False): """ @@ -560,12 +562,12 @@ def filter_size(self, base=False): :rtype: bool Filtering Logic: - - **Maximum Size:** If the size exceeds `sizemax`, the variant is filtered. - **Minimum Size (Base):** If `base=True` and the size is less than `sizemin`, the variant is filtered. - **Minimum Size (Comparison):** If `base=False` and the size is less than `sizefilt`, the variant is filtered. + - **Maximum Size:** If the size exceeds `sizemax`, the variant is filtered. """ size = self.var_size() - return (size > self.params.sizemax) \ + return (self.params.sizemax != -1 and size > self.params.sizemax) \ or (base and size < self.params.sizemin) \ or (not base and size < self.params.sizefilt) @@ -580,15 +582,14 @@ def match(self, other): Build a MatchResult from comparison of two VariantRecords If self and other are non-bnd, calls VariantRecord.var_match, If self and other are bnd, calls VariantRecord.bnd_match - if one is symbolic and the other is bnd, calls VariantRecord.cpx_match + If decompose is on, calls VariantRecord.cpx_match Otherwise, returns a default MatchResult """ if not self.is_bnd() and not other.is_bnd(): return self.var_match(other) if self.is_bnd() and other.is_bnd(): return self.bnd_match(other) - if self.params.decompose and ((self.is_symbolic() and other.is_bnd()) \ - or (self.is_bnd() and other.is_symbolic())): + if self.params.decompose: return self.cpx_match(other) mat = truvari.MatchResult() mat.base = self @@ -660,7 +661,11 @@ def resolve(self, ref): - **Duplication (`DUP`)** (when `self.params.dup_to_ins` is enabled): The REF is the first base of the fetched sequence, and the ALT is the full sequence. The `end` is adjusted to be `start + 1`. - Returns `False` if the variant type is unsupported or cannot be resolved. """ - if ref is None or self.alts[0] in ['', ''] or self.start > ref.get_reference_length(self.chrom): + # Can't resolve everything + if ref is None or self.is_monrefstar() \ + or not self.is_symbolic() \ + or self.start > ref.get_reference_length(self.chrom) \ + or self.var_size() > self.params.max_resolve: return False seq = ref.fetch(self.chrom, self.start, self.end) @@ -725,9 +730,9 @@ def seqsim(self, other, roll=True): allele2 = other.get_alt() return truvari.seqsim(allele1, allele2) - a_seq = self.ref if self.var_type() == truvari.SV.DEL else self.get_alt() + a_seq = self.get_ref() if self.var_type() == truvari.SV.DEL else self.get_alt() a_seq = a_seq.upper() - b_seq = other.ref if other.var_type() == truvari.SV.DEL else other.get_alt() + b_seq = other.get_ref() if other.var_type() == truvari.SV.DEL else other.get_alt() b_seq = b_seq.upper() st_dist, ed_dist = self.distance(other) @@ -808,7 +813,7 @@ def var_match(self, other): if self.params.short_circuit: return ret - if self.params.pctseq > 0: + if self.params.pctseq > 0 and self.is_resolved() and other.is_resolved(): ret.seqsim = self.seqsim(other) if ret.seqsim < self.params.pctseq: logging.debug("%s and %s sequence similarity is too low (%.3ff)",