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[ADAM-1661] Add file storage benchmarks. #1772

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fnothaft
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Resolves #1661. Is based on changes in #1771.

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Test PASSed.
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Minor nits

![Storage cost of a 60x coverage WGS aligned dataset](source/img/bam.pdf)

ADAM provides a 20% improvement in storage size over BAM, while CRAM achieves
a 43% improvement in storage cost. While CRAM achieves a higher compression
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while CRAM ... While CRAM reads a bit awkward

![Storage cost of genome annotations](source/img/gff.pdf)

For the genome annotation file, ADAM provides a 20% improvement in storage size
relative to the compressed GFF file.
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GFF → GFF3


# sizes in MB
gff_sizes = [ 29.9, 36, 392.2]
gff_labels = ['ADAM', 'GFF.GZ', 'GFF']
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GFF → GFF3


fig.savefig(filename)

plot(gff_sizes, gff_labels, 'gff.pdf', 'File sizes for ENSEMBL GRCh38 GTF', unit='MB')
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GTF → GFF3

@heuermh heuermh added this to the 0.23.0 milestone Oct 24, 2017
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Merged build finished. Test FAILed.

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Test FAILed.
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Build result: FAILURE

[...truncated 15 lines...] > /home/jenkins/git2/bin/git fetch --tags --progress https://github.com/bigdatagenomics/adam.git +refs/pull/:refs/remotes/origin/pr/ # timeout=15 > /home/jenkins/git2/bin/git rev-parse origin/pr/1772/merge^{commit} # timeout=10 > /home/jenkins/git2/bin/git branch -a -v --no-abbrev --contains d6d1bd195b97f87b979b2e60c08cc9593eea191a # timeout=10Checking out Revision d6d1bd195b97f87b979b2e60c08cc9593eea191a (origin/pr/1772/merge) > /home/jenkins/git2/bin/git config core.sparsecheckout # timeout=10 > /home/jenkins/git2/bin/git checkout -f d6d1bd195b97f87b979b2e60c08cc9593eea191aFirst time build. Skipping changelog.Triggering ADAM-prb ? 2.6.2,2.11,1.6.3,centosTriggering ADAM-prb ? 2.6.2,2.11,2.2.0,centosTriggering ADAM-prb ? 2.6.2,2.10,1.6.3,centosTriggering ADAM-prb ? 2.6.2,2.10,2.2.0,centosTriggering ADAM-prb ? 2.7.3,2.10,2.2.0,centosTriggering ADAM-prb ? 2.7.3,2.10,1.6.3,centosTriggering ADAM-prb ? 2.7.3,2.11,1.6.3,centosTriggering ADAM-prb ? 2.7.3,2.11,2.2.0,centosADAM-prb ? 2.6.2,2.11,1.6.3,centos completed with result FAILUREADAM-prb ? 2.6.2,2.11,2.2.0,centos completed with result FAILUREADAM-prb ? 2.6.2,2.10,1.6.3,centos completed with result FAILUREADAM-prb ? 2.6.2,2.10,2.2.0,centos completed with result FAILUREADAM-prb ? 2.7.3,2.10,2.2.0,centos completed with result FAILUREADAM-prb ? 2.7.3,2.10,1.6.3,centos completed with result FAILUREADAM-prb ? 2.7.3,2.11,1.6.3,centos completed with result FAILUREADAM-prb ? 2.7.3,2.11,2.2.0,centos completed with result FAILURENotifying endpoint 'HTTP:https://webhooks.gitter.im/e/ac8bb6e9f53357bc8aa8'
Test FAILed.

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fnothaft commented Nov 6, 2017

Jenkins, test this please.

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Merged build finished. Test FAILed.

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Test FAILed.
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Build result: FAILURE

[...truncated 15 lines...] > /home/jenkins/git2/bin/git fetch --tags --progress https://github.com/bigdatagenomics/adam.git +refs/pull/:refs/remotes/origin/pr/ # timeout=15 > /home/jenkins/git2/bin/git rev-parse origin/pr/1772/merge^{commit} # timeout=10 > /home/jenkins/git2/bin/git branch -a -v --no-abbrev --contains d6d1bd195b97f87b979b2e60c08cc9593eea191a # timeout=10Checking out Revision d6d1bd195b97f87b979b2e60c08cc9593eea191a (origin/pr/1772/merge) > /home/jenkins/git2/bin/git config core.sparsecheckout # timeout=10 > /home/jenkins/git2/bin/git checkout -f d6d1bd195b97f87b979b2e60c08cc9593eea191aFirst time build. Skipping changelog.Triggering ADAM-prb ? 2.6.2,2.11,1.6.3,centosTriggering ADAM-prb ? 2.6.2,2.11,2.2.0,centosTriggering ADAM-prb ? 2.6.2,2.10,1.6.3,centosTriggering ADAM-prb ? 2.6.2,2.10,2.2.0,centosTriggering ADAM-prb ? 2.7.3,2.10,2.2.0,centosTriggering ADAM-prb ? 2.7.3,2.10,1.6.3,centosTriggering ADAM-prb ? 2.7.3,2.11,1.6.3,centosTriggering ADAM-prb ? 2.7.3,2.11,2.2.0,centosADAM-prb ? 2.6.2,2.11,1.6.3,centos completed with result FAILUREADAM-prb ? 2.6.2,2.11,2.2.0,centos completed with result FAILUREADAM-prb ? 2.6.2,2.10,1.6.3,centos completed with result FAILUREADAM-prb ? 2.6.2,2.10,2.2.0,centos completed with result FAILUREADAM-prb ? 2.7.3,2.10,2.2.0,centos completed with result FAILUREADAM-prb ? 2.7.3,2.10,1.6.3,centos completed with result FAILUREADAM-prb ? 2.7.3,2.11,1.6.3,centos completed with result FAILUREADAM-prb ? 2.7.3,2.11,2.2.0,centos completed with result FAILURENotifying endpoint 'HTTP:https://webhooks.gitter.im/e/ac8bb6e9f53357bc8aa8'
Test FAILed.

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heuermh commented Nov 6, 2017

wot

VariantContextRDDSuite:
- union two variant context rdds together
- can write, then read in .vcf file
- can write as a single file via simple saveAsVcf method, then read in .vcf file
- can write as a single file via full saveAsVcf method, then read in .vcf file
- transform a vcf file with bad header
- read a vcf file with multi-allelic variants to split
- support VCFs with +Inf/-Inf float values *** FAILED ***
  java.lang.UnsupportedOperationException: empty collection

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fnothaft commented Nov 6, 2017

Jenkins, test this please.

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Merged build finished. Test FAILed.

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Test FAILed.
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Build result: FAILURE

[...truncated 15 lines...] > /home/jenkins/git2/bin/git fetch --tags --progress https://github.com/bigdatagenomics/adam.git +refs/pull/:refs/remotes/origin/pr/ # timeout=15 > /home/jenkins/git2/bin/git rev-parse origin/pr/1772/merge^{commit} # timeout=10 > /home/jenkins/git2/bin/git branch -a -v --no-abbrev --contains d6d1bd195b97f87b979b2e60c08cc9593eea191a # timeout=10Checking out Revision d6d1bd195b97f87b979b2e60c08cc9593eea191a (origin/pr/1772/merge) > /home/jenkins/git2/bin/git config core.sparsecheckout # timeout=10 > /home/jenkins/git2/bin/git checkout -f d6d1bd195b97f87b979b2e60c08cc9593eea191aFirst time build. Skipping changelog.Triggering ADAM-prb ? 2.6.2,2.11,1.6.3,centosTriggering ADAM-prb ? 2.6.2,2.11,2.2.0,centosTriggering ADAM-prb ? 2.6.2,2.10,1.6.3,centosTriggering ADAM-prb ? 2.6.2,2.10,2.2.0,centosTriggering ADAM-prb ? 2.7.3,2.10,2.2.0,centosTriggering ADAM-prb ? 2.7.3,2.10,1.6.3,centosTriggering ADAM-prb ? 2.7.3,2.11,1.6.3,centosTriggering ADAM-prb ? 2.7.3,2.11,2.2.0,centosADAM-prb ? 2.6.2,2.11,1.6.3,centos completed with result FAILUREADAM-prb ? 2.6.2,2.11,2.2.0,centos completed with result FAILUREADAM-prb ? 2.6.2,2.10,1.6.3,centos completed with result FAILUREADAM-prb ? 2.6.2,2.10,2.2.0,centos completed with result FAILUREADAM-prb ? 2.7.3,2.10,2.2.0,centos completed with result FAILUREADAM-prb ? 2.7.3,2.10,1.6.3,centos completed with result FAILUREADAM-prb ? 2.7.3,2.11,1.6.3,centos completed with result FAILUREADAM-prb ? 2.7.3,2.11,2.2.0,centos completed with result FAILURENotifying endpoint 'HTTP:https://webhooks.gitter.im/e/ac8bb6e9f53357bc8aa8'
Test FAILed.

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Merged build finished. Test FAILed.

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Test FAILed.
Refer to this link for build results (access rights to CI server needed):
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Build result: FAILURE

[...truncated 15 lines...] > /home/jenkins/git2/bin/git fetch --tags --progress https://github.com/bigdatagenomics/adam.git +refs/pull/:refs/remotes/origin/pr/ # timeout=15 > /home/jenkins/git2/bin/git rev-parse origin/pr/1772/merge^{commit} # timeout=10 > /home/jenkins/git2/bin/git branch -a -v --no-abbrev --contains 85b0cc4358c45ff73b952e63ebc00b6db328af97 # timeout=10Checking out Revision 85b0cc4358c45ff73b952e63ebc00b6db328af97 (origin/pr/1772/merge) > /home/jenkins/git2/bin/git config core.sparsecheckout # timeout=10 > /home/jenkins/git2/bin/git checkout -f 85b0cc4358c45ff73b952e63ebc00b6db328af97First time build. Skipping changelog.Triggering ADAM-prb ? 2.6.2,2.11,1.6.3,centosTriggering ADAM-prb ? 2.6.2,2.11,2.2.0,centosTriggering ADAM-prb ? 2.6.2,2.10,1.6.3,centosTriggering ADAM-prb ? 2.6.2,2.10,2.2.0,centosTriggering ADAM-prb ? 2.7.3,2.10,2.2.0,centosTriggering ADAM-prb ? 2.7.3,2.10,1.6.3,centosTriggering ADAM-prb ? 2.7.3,2.11,1.6.3,centosTriggering ADAM-prb ? 2.7.3,2.11,2.2.0,centosADAM-prb ? 2.6.2,2.11,1.6.3,centos completed with result FAILUREADAM-prb ? 2.6.2,2.11,2.2.0,centos completed with result FAILUREADAM-prb ? 2.6.2,2.10,1.6.3,centos completed with result FAILUREADAM-prb ? 2.6.2,2.10,2.2.0,centos completed with result FAILUREADAM-prb ? 2.7.3,2.10,2.2.0,centos completed with result FAILUREADAM-prb ? 2.7.3,2.10,1.6.3,centos completed with result FAILUREADAM-prb ? 2.7.3,2.11,1.6.3,centos completed with result FAILUREADAM-prb ? 2.7.3,2.11,2.2.0,centos completed with result FAILURENotifying endpoint 'HTTP:https://webhooks.gitter.im/e/ac8bb6e9f53357bc8aa8'
Test FAILed.

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Merged build finished. Test FAILed.

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Test FAILed.
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Build result: FAILURE

[...truncated 15 lines...] > /home/jenkins/git2/bin/git fetch --tags --progress https://github.com/bigdatagenomics/adam.git +refs/pull/:refs/remotes/origin/pr/ # timeout=15 > /home/jenkins/git2/bin/git rev-parse origin/pr/1772/merge^{commit} # timeout=10 > /home/jenkins/git2/bin/git branch -a -v --no-abbrev --contains 85497362bd2067f13e927afc3365c05a4eb7f2ef # timeout=10Checking out Revision 85497362bd2067f13e927afc3365c05a4eb7f2ef (origin/pr/1772/merge) > /home/jenkins/git2/bin/git config core.sparsecheckout # timeout=10 > /home/jenkins/git2/bin/git checkout -f 85497362bd2067f13e927afc3365c05a4eb7f2efFirst time build. Skipping changelog.Triggering ADAM-prb ? 2.6.2,2.11,1.6.3,centosTriggering ADAM-prb ? 2.6.2,2.11,2.2.0,centosTriggering ADAM-prb ? 2.6.2,2.10,1.6.3,centosTriggering ADAM-prb ? 2.6.2,2.10,2.2.0,centosTriggering ADAM-prb ? 2.7.3,2.10,2.2.0,centosTriggering ADAM-prb ? 2.7.3,2.10,1.6.3,centosTriggering ADAM-prb ? 2.7.3,2.11,1.6.3,centosTriggering ADAM-prb ? 2.7.3,2.11,2.2.0,centosADAM-prb ? 2.6.2,2.11,1.6.3,centos completed with result FAILUREADAM-prb ? 2.6.2,2.11,2.2.0,centos completed with result FAILUREADAM-prb ? 2.6.2,2.10,1.6.3,centos completed with result FAILUREADAM-prb ? 2.6.2,2.10,2.2.0,centos completed with result FAILUREADAM-prb ? 2.7.3,2.10,2.2.0,centos completed with result FAILUREADAM-prb ? 2.7.3,2.10,1.6.3,centos completed with result FAILUREADAM-prb ? 2.7.3,2.11,1.6.3,centos completed with result FAILUREADAM-prb ? 2.7.3,2.11,2.2.0,centos completed with result FAILURENotifying endpoint 'HTTP:https://webhooks.gitter.im/e/ac8bb6e9f53357bc8aa8'
Test FAILed.

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Merged build finished. Test FAILed.

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Test FAILed.
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Build result: FAILURE

[...truncated 15 lines...] > /home/jenkins/git2/bin/git fetch --tags --progress https://github.com/bigdatagenomics/adam.git +refs/pull/:refs/remotes/origin/pr/ # timeout=15 > /home/jenkins/git2/bin/git rev-parse origin/pr/1772/merge^{commit} # timeout=10 > /home/jenkins/git2/bin/git branch -a -v --no-abbrev --contains e6c695ce8221c9b0f82f4c58aa7e2d9b9f91becc # timeout=10Checking out Revision e6c695ce8221c9b0f82f4c58aa7e2d9b9f91becc (origin/pr/1772/merge) > /home/jenkins/git2/bin/git config core.sparsecheckout # timeout=10 > /home/jenkins/git2/bin/git checkout -f e6c695ce8221c9b0f82f4c58aa7e2d9b9f91beccFirst time build. Skipping changelog.Triggering ADAM-prb ? 2.6.2,2.11,1.6.3,centosTriggering ADAM-prb ? 2.6.2,2.11,2.2.0,centosTriggering ADAM-prb ? 2.6.2,2.10,1.6.3,centosTriggering ADAM-prb ? 2.6.2,2.10,2.2.0,centosTriggering ADAM-prb ? 2.7.3,2.10,2.2.0,centosTriggering ADAM-prb ? 2.7.3,2.10,1.6.3,centosTriggering ADAM-prb ? 2.7.3,2.11,1.6.3,centosTriggering ADAM-prb ? 2.7.3,2.11,2.2.0,centosADAM-prb ? 2.6.2,2.11,1.6.3,centos completed with result FAILUREADAM-prb ? 2.6.2,2.11,2.2.0,centos completed with result FAILUREADAM-prb ? 2.6.2,2.10,1.6.3,centos completed with result FAILUREADAM-prb ? 2.6.2,2.10,2.2.0,centos completed with result FAILUREADAM-prb ? 2.7.3,2.10,2.2.0,centos completed with result FAILUREADAM-prb ? 2.7.3,2.10,1.6.3,centos completed with result FAILUREADAM-prb ? 2.7.3,2.11,1.6.3,centos completed with result FAILUREADAM-prb ? 2.7.3,2.11,2.2.0,centos completed with result FAILURENotifying endpoint 'HTTP:https://webhooks.gitter.im/e/ac8bb6e9f53357bc8aa8'
Test FAILed.

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Merged build finished. Test FAILed.

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Test FAILed.
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Build result: FAILURE

[...truncated 15 lines...] > /home/jenkins/git2/bin/git fetch --tags --progress https://github.com/bigdatagenomics/adam.git +refs/pull/:refs/remotes/origin/pr/ # timeout=15 > /home/jenkins/git2/bin/git rev-parse origin/pr/1772/merge^{commit} # timeout=10 > /home/jenkins/git2/bin/git branch -a -v --no-abbrev --contains 2300253 # timeout=10Checking out Revision 2300253 (origin/pr/1772/merge) > /home/jenkins/git2/bin/git config core.sparsecheckout # timeout=10 > /home/jenkins/git2/bin/git checkout -f 23002532af043789291b4863ad27c4ee19068c42First time build. Skipping changelog.Triggering ADAM-prb ? 2.6.2,2.11,1.6.3,centosTriggering ADAM-prb ? 2.6.2,2.11,2.2.0,centosTriggering ADAM-prb ? 2.6.2,2.10,1.6.3,centosTriggering ADAM-prb ? 2.6.2,2.10,2.2.0,centosTriggering ADAM-prb ? 2.7.3,2.10,2.2.0,centosTriggering ADAM-prb ? 2.7.3,2.10,1.6.3,centosTriggering ADAM-prb ? 2.7.3,2.11,1.6.3,centosTriggering ADAM-prb ? 2.7.3,2.11,2.2.0,centosADAM-prb ? 2.6.2,2.11,1.6.3,centos completed with result FAILUREADAM-prb ? 2.6.2,2.11,2.2.0,centos completed with result FAILUREADAM-prb ? 2.6.2,2.10,1.6.3,centos completed with result FAILUREADAM-prb ? 2.6.2,2.10,2.2.0,centos completed with result FAILUREADAM-prb ? 2.7.3,2.10,2.2.0,centos completed with result FAILUREADAM-prb ? 2.7.3,2.10,1.6.3,centos completed with result FAILUREADAM-prb ? 2.7.3,2.11,1.6.3,centos completed with result FAILUREADAM-prb ? 2.7.3,2.11,2.2.0,centos completed with result FAILURENotifying endpoint 'HTTP:https://webhooks.gitter.im/e/ac8bb6e9f53357bc8aa8'
Test FAILed.

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Merged build finished. Test FAILed.

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Test FAILed.
Refer to this link for build results (access rights to CI server needed):
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Build result: FAILURE

[...truncated 15 lines...] > /home/jenkins/git2/bin/git fetch --tags --progress https://github.com/bigdatagenomics/adam.git +refs/pull/:refs/remotes/origin/pr/ # timeout=15 > /home/jenkins/git2/bin/git rev-parse origin/pr/1772/merge^{commit} # timeout=10 > /home/jenkins/git2/bin/git branch -a -v --no-abbrev --contains e0067bd1605a35cfd56e17e8d50a7aebc7f803dd # timeout=10Checking out Revision e0067bd1605a35cfd56e17e8d50a7aebc7f803dd (origin/pr/1772/merge) > /home/jenkins/git2/bin/git config core.sparsecheckout # timeout=10 > /home/jenkins/git2/bin/git checkout -f e0067bd1605a35cfd56e17e8d50a7aebc7f803ddFirst time build. Skipping changelog.Triggering ADAM-prb ? 2.6.2,2.11,1.6.3,centosTriggering ADAM-prb ? 2.6.2,2.11,2.2.0,centosTriggering ADAM-prb ? 2.6.2,2.10,1.6.3,centosTriggering ADAM-prb ? 2.6.2,2.10,2.2.0,centosTriggering ADAM-prb ? 2.7.3,2.10,2.2.0,centosTriggering ADAM-prb ? 2.7.3,2.10,1.6.3,centosTriggering ADAM-prb ? 2.7.3,2.11,1.6.3,centosTriggering ADAM-prb ? 2.7.3,2.11,2.2.0,centosADAM-prb ? 2.6.2,2.11,1.6.3,centos completed with result FAILUREADAM-prb ? 2.6.2,2.11,2.2.0,centos completed with result FAILUREADAM-prb ? 2.6.2,2.10,1.6.3,centos completed with result FAILUREADAM-prb ? 2.6.2,2.10,2.2.0,centos completed with result FAILUREADAM-prb ? 2.7.3,2.10,2.2.0,centos completed with result FAILUREADAM-prb ? 2.7.3,2.10,1.6.3,centos completed with result FAILUREADAM-prb ? 2.7.3,2.11,1.6.3,centos completed with result FAILUREADAM-prb ? 2.7.3,2.11,2.2.0,centos completed with result FAILURENotifying endpoint 'HTTP:https://webhooks.gitter.im/e/ac8bb6e9f53357bc8aa8'
Test FAILed.

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Merged build finished. Test FAILed.

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Test FAILed.
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https://amplab.cs.berkeley.edu/jenkins//job/ADAM-prb/2469/

Build result: FAILURE

[...truncated 15 lines...] > /home/jenkins/git2/bin/git fetch --tags --progress https://github.com/bigdatagenomics/adam.git +refs/pull/:refs/remotes/origin/pr/ # timeout=15 > /home/jenkins/git2/bin/git rev-parse origin/pr/1772/merge^{commit} # timeout=10 > /home/jenkins/git2/bin/git branch -a -v --no-abbrev --contains 2821c45d360afcc87930c0a1bd21668a766ca815 # timeout=10Checking out Revision 2821c45d360afcc87930c0a1bd21668a766ca815 (origin/pr/1772/merge) > /home/jenkins/git2/bin/git config core.sparsecheckout # timeout=10 > /home/jenkins/git2/bin/git checkout -f 2821c45d360afcc87930c0a1bd21668a766ca815First time build. Skipping changelog.Triggering ADAM-prb ? 2.6.2,2.11,1.6.3,centosTriggering ADAM-prb ? 2.6.2,2.11,2.2.0,centosTriggering ADAM-prb ? 2.6.2,2.10,1.6.3,centosTriggering ADAM-prb ? 2.6.2,2.10,2.2.0,centosTriggering ADAM-prb ? 2.7.3,2.10,2.2.0,centosTriggering ADAM-prb ? 2.7.3,2.10,1.6.3,centosTriggering ADAM-prb ? 2.7.3,2.11,1.6.3,centosTriggering ADAM-prb ? 2.7.3,2.11,2.2.0,centosADAM-prb ? 2.6.2,2.11,1.6.3,centos completed with result FAILUREADAM-prb ? 2.6.2,2.11,2.2.0,centos completed with result FAILUREADAM-prb ? 2.6.2,2.10,1.6.3,centos completed with result FAILUREADAM-prb ? 2.6.2,2.10,2.2.0,centos completed with result FAILUREADAM-prb ? 2.7.3,2.10,2.2.0,centos completed with result FAILUREADAM-prb ? 2.7.3,2.10,1.6.3,centos completed with result FAILUREADAM-prb ? 2.7.3,2.11,1.6.3,centos completed with result FAILUREADAM-prb ? 2.7.3,2.11,2.2.0,centos completed with result FAILURENotifying endpoint 'HTTP:https://webhooks.gitter.im/e/ac8bb6e9f53357bc8aa8'
Test FAILed.

@heuermh heuermh merged commit 9f3a125 into bigdatagenomics:master Nov 7, 2017
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heuermh commented Nov 7, 2017

Thank you, @fnothaft

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3 participants