schedule file infrastructure has been restored, and is now a single file.
Only the exact bins required for the traversal are stored in the schedule.
Very close to being able to merge schedule entries.
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- now it differentiates between confident REF calls and not confident calls.
- you can now use a BAM file as the truth set.
- output is much clearer now
dataProcessingPipeline version 2, ready to be used.
- All the processing is now done at the sample level
- Reads the input bam file headers to combine all lanes of the same sample.
- Cleaning is now scattered/gathered. Inteligently breaks down in as many intervals as possible, given the dataset.
- Outputs one processed bam file per sample (and a .list file with all processed files listed)
- Much faster, low pass (read Papuans) can run in the hour queue.
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ProduceBeagleInputWalker can optionally emit a beagle markers file, necessary to use the beagled reference panel for imputation. Also supports the VQSR calibration curve idea that a site can be flagged as a certain FP, based on the VQSLOD field. This allows us to have both continuous quality in the refinement of sites as well as hard filtering at some threshold so we don't end up with lots of sites with all 1/3 1/3 1/3 likelihoods for all samples (i.e., a definite FP site where we don't know anything about the samples).
Added a new VariantsToBeagleUnphased walker that writes out a marker drive hard-call unphased genotypes file suitable for imputating missing genotypes with a reference panel with beagle. Can optionally keep back a fraction of sites, marked as missing in the genotypes file, for assessment of imputation accuracy and power. The bootstrap sites can be written to a separate VCF for assessment as well.
Finally, my general Queue script for creating and evaluating reference panels from VCF files. Supports explicitly genotyping a BAM file at each panel SNP site, for assessment of imputation accuracy of a reference panel. Lots of options for exploring the impact of the VQS likelihooods, multiple VCFs for constructing the reference panel, as well as fraction of sites left out in assessing the panel's power.
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a) Scrapped the way in which we constructed candidate haplotypes because it wasnt fully correct and yielded corner conditions with incorrect genotyping and likelihood computation. Ideally, a haplotype should "cover" the read and the most likely alignments should be such that the ends of the read are inside the ends of the haplotype. This wasn't happening, and if you have a "dangling read off a haplotype" the probabilistic alignment model may prefer to shift a read instead of scoring it correctly - this is especially bad with tandem repeat insertions.
So now, we build haplotypes based on the reference context and adaptively change them based on read alignment positions, plus some padding and uncertainty in the alignment.
b) Changed the way soft clipped based are dealt with. Instead of either ignoring them or using them, we only use them if the read start or end position (after soft clipping) are within eventDistance of the current location. This is done because it's very common that BWA's strictly local SW implementation will soft clip every single read at an insertion position because it couldn't place that end of the read without too many mismatches, but the read is legit and the bases are good quality. If we don't take these bases into consideration, reads which are informative of an insertion event are essentially discarded because the informative part is clipped away.
c) Several cleanups and fixes to the context-dependent gap penalty model based on length of HRun.
git-svn-id: file:///humgen/gsa-scr1/gsa-engineering/svn_contents/trunk@5464 348d0f76-0448-11de-a6fe-93d51630548a
indexes'. Not yet elegant, but proves that it circumvents the performance
issues associated with the meta-index.
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IndelUtils: added a isInsideExtendedIndel() method to filter the above mentioned.
git-svn-id: file:///humgen/gsa-scr1/gsa-engineering/svn_contents/trunk@5449 348d0f76-0448-11de-a6fe-93d51630548a
VariantEval: now sports the new MendelianViolation utility class.
MendelianViolationClassifier: I noticed I had broken chartl's walker by changing VariantEval, so I took the liberty to modify it to use the new library too, though I kept modifications to a minimum, could have gone into full integration if this is a useful tool, but since it's in oneoffs, I decided not to go all out.
MendelianViolation: Some getter methods were added for chartl and VariantEval.
git-svn-id: file:///humgen/gsa-scr1/gsa-engineering/svn_contents/trunk@5447 348d0f76-0448-11de-a6fe-93d51630548a
b) small bug fix when setting debug arguments
git-svn-id: file:///humgen/gsa-scr1/gsa-engineering/svn_contents/trunk@5446 348d0f76-0448-11de-a6fe-93d51630548a
ps: I moved it out of tribble. If you think it should reside in a different place, just yell at me.
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Reinstated. Proper unit test to follow.
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GenotypeAndValidate: now annotates the validations with callStatus.
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b) Add an experimental annotation to log indel type string inside the INFO field, just for debugging/temp analysis purposes (will consider making it standard if it proves useful).
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given an annotated VCF and a BAM file, it genotypes (using the reads in the BAM) each variant in the VCF (for snp or indel) and validates (or not) the 'known' annotation. Outputs a truth table with the PPV and NPV values, and optionally a vcf file with the variants that had enough coverage to be validated. You can optionally provide a minimum depth of coverage and only do the analysis conditional on that. (will write a wiki for this walker, as it might be useful for future validation essays).
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- Don't know how I got the wiggle header so utterly wrong. Fixed.
- Q-values now have a static maximum of 2000 so IGV averaging won't make everything look spikey and ugly.
- Changing windows to size 100 for (hopefully) better resolution.
git-svn-id: file:///humgen/gsa-scr1/gsa-engineering/svn_contents/trunk@5406 348d0f76-0448-11de-a6fe-93d51630548a
GAV: First version of the walker that validates reads from a BAM file based on an annotated VCF with TP/FP annotations.
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same shards as the previous sharder, so that I can directly compare filespans
to see where some performance bugs lie.
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-disc (--discordance) parameter together with a ROD track will output a VCF with the variants in the ROD track that are not present in the 'variants' VCF. Useful tool to list the variants from hapmap (for example) that weren't called in a dataset.
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Model is disabled by default and we're still using the old Dindel model until I'm more confident that new model is a definitive improvement, so right now this is enabled by hidden command line arguments, and it's not to be used yet.
In detail:
a) Several refactorings to share softMax() available to other modules, so its now part of MathUtils.
b) Refactored a couple of read utilities and moved from BAQ to ReadUtils.
c) New PairHMMIndelErrorModel class implementing new likelihood model
d) Several new hidden debug arguments in UAC.
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- LSF recycles memory for C arrays, but sets a separate variable setting the size of the array to zero.
- JNA only sees the non-NULL pointer and starts to auto-access it, sometimes causing a SIGSEGV.
- In the short term neutered the jobInfoEnt structure so that this bad array is not autoRead().
QGraph updates:
- Job status is now checked in bulk every 30 seconds instead of one job at a time, even in the middle of dispatching jobs.
- If there is a hiccup (unexpected but not fatal error) during status check then the the error is ignored and status is checked again 30 seconds later.
- Jobs prefer to dispatch depth vs. breadth first.
More refactoring of SG framework separating the reusable code from the implementations.
The DistributedScatterFunction is still a work in progress and is not enabled yet. Still need to think through how Queue handles when a job dies.
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Also, created a standard Queue script that calculates a suite of standard indel and SNP assessment results. Will be the basis for a general evaluation Queue script with standardized data files for SNPs and Indels.
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whatsoever were misusing the Picard MergingIterator, triggering a re-traversal
through the entire contig.
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- RefMetaDataTracker: grabbing variant contexts given a prefix (not sure where else this was implemented, if someone can show me I'll remove it)
- VCFUtils: grabbing VCF headers given a prefix
- MathUtils: Useful functions for calculating statistics on collections of Numbers
- VariantAnnotator: Made isUniqueHeaderLine a public static method -- maybe this should go into a different class. Not sure.
- Associations: PluginManager now used to propagate classes, implementations for Z,T,U tests, slight alteration to format to make the objects stored
in the window optionally different from those returned by whatever statistic is run across the window
Added:
- MannWhitneyU. Started to fix up WilcoxonRankSum but there are comments in there questioning the validity of some of the code, and I'm sure that
it's actually doing a U test. This implementation includes the direct calculation of p-values for small sample sizes, and a uniform approximation
for when one of the sample sets is small, and the other large. Unit tests to follow.
- BootstrapCallsMerger: takes n VCFs which have been called on the same samples; merges them together while averaging the annotations
- BootstrapCalls.q: qscript for testing the effectiveness of boostrap low-pass calling on the exome
git-svn-id: file:///humgen/gsa-scr1/gsa-engineering/svn_contents/trunk@5372 348d0f76-0448-11de-a6fe-93d51630548a
ebanks
hanna
carneiro
chartl
depristo
kiran
kshakir
asivache
fromer
delangel
corin
rpoplin