[Question] How to search if specific tools combo is already available about multi-package-containers

[peterk87]

Follow-up to my previous comment

I hacked together a basic script using code from galaxyproject/galaxy to transform one or more entries from the hash.tsv file (or an arbitrary list of packages) into the "mulled" image name with a link to Quay.io and a guess at what the Docker pull command would be:

$ python multi_container_mulled_hash.py "python=3.9,pandas=1.3.0,seaborn=0.11.0,rich=10.6.0,typer=0.3.2,bcbio-gff=0.6.6,dna_features_viewer=3.0.3"
Packages                   : python=3.9,pandas=1.3.0,seaborn=0.11.0,rich=10.6.0,typer=0.3.2,bcbio-gff=0.6.6,dna_features_viewer=3.0.3
# packages                 : 7
Mulled name                : mulled-v2-596f42d854e849eb773ecd1b48f2b698c2d09c9f:400d0a2593841aa0bfa3402fe85debd55a29cf37
Image Name                 : mulled-v2-596f42d854e849eb773ecd1b48f2b698c2d09c9f
Version/Tag Name           : 400d0a2593841aa0bfa3402fe85debd55a29cf37
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-596f42d854e849eb773ecd1b48f2b698c2d09c9f
Docker pull command (quess): quay.io/biocontainers/mulled-v2-596f42d854e849eb773ecd1b48f2b698c2d09c9f:400d0a2593841aa0bfa3402fe85debd55a29cf37-0

The script doesn't actually check if the multi-package container exists and only uses the same hashing functions as Galaxy to produce the "Image Name". It seems to do what I want it to do so far.

Script available here: https://gist.github.com/peterk87/c28167ceffbb36dcbcf5b5b225c4043d

Entire hash.tsv ($ cat hash.tsv | awk -F'\t' 'NR>1 {print $1}' | parallel python multi_container_mulled_hash.py > hash-tsv-mulled-image-names.txt)

Packages                   : python=3.9,scipy=1.8.0,numpy=1.22.3,iced=0.5.10,bx-python=0.8.13,pysam=0.19.0
# packages                 : 6
Mulled name                : mulled-v2-c6ff206325681cbb9c9ef890bb8de554172c0483:713df51cd897ceb893b9a6e6420f527d83c2ed95
Image Name                 : mulled-v2-c6ff206325681cbb9c9ef890bb8de554172c0483
Version/Tag Name           : 713df51cd897ceb893b9a6e6420f527d83c2ed95
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-c6ff206325681cbb9c9ef890bb8de554172c0483
Docker pull command (quess): quay.io/biocontainers/mulled-v2-c6ff206325681cbb9c9ef890bb8de554172c0483:713df51cd897ceb893b9a6e6420f527d83c2ed95-0

Packages                   : cooltools=0.5.1,ucsc-bedgraphtobigwig=377
# packages                 : 2
Mulled name                : mulled-v2-c81d8d6b6acf4714ffaae1a274527a41958443f6:cc7ea58b8cefc76bed985dcfe261cb276ed9e0cf
Image Name                 : mulled-v2-c81d8d6b6acf4714ffaae1a274527a41958443f6
Version/Tag Name           : cc7ea58b8cefc76bed985dcfe261cb276ed9e0cf
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-c81d8d6b6acf4714ffaae1a274527a41958443f6
Docker pull command (quess): quay.io/biocontainers/mulled-v2-c81d8d6b6acf4714ffaae1a274527a41958443f6:cc7ea58b8cefc76bed985dcfe261cb276ed9e0cf-0

Packages                   : python=3.9,pandas=1.3.0,seaborn=0.11.0
# packages                 : 3
Mulled name                : mulled-v2-d14219255233ee6cacc427e28a7caf8ee42e8c91:0a22c7568e4a509925048454dad9ab37fa8fe776
Image Name                 : mulled-v2-d14219255233ee6cacc427e28a7caf8ee42e8c91
Version/Tag Name           : 0a22c7568e4a509925048454dad9ab37fa8fe776
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-d14219255233ee6cacc427e28a7caf8ee42e8c91
Docker pull command (quess): quay.io/biocontainers/mulled-v2-d14219255233ee6cacc427e28a7caf8ee42e8c91:0a22c7568e4a509925048454dad9ab37fa8fe776-0

Packages                   : bwa=0.7.17,samtools=1.10,samblaster=0.1.24
# packages                 : 3
Mulled name                : mulled-v2-8a9a988fff4785176b70ce7d14ff00adccf8a5b8:aeac8200e5c50c5acf4dd14792fd8453255af835
Image Name                 : mulled-v2-8a9a988fff4785176b70ce7d14ff00adccf8a5b8
Version/Tag Name           : aeac8200e5c50c5acf4dd14792fd8453255af835
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-8a9a988fff4785176b70ce7d14ff00adccf8a5b8
Docker pull command (quess): quay.io/biocontainers/mulled-v2-8a9a988fff4785176b70ce7d14ff00adccf8a5b8:aeac8200e5c50c5acf4dd14792fd8453255af835-0

Packages                   : bowtie=1.1.1,picard=2.23.3
# packages                 : 2
Mulled name                : mulled-v2-bfe71839265127576d3cd749c056e7b168308d56:7a28540d580ef9fc1898cd5a8e1c66eb3af3f99a
Image Name                 : mulled-v2-bfe71839265127576d3cd749c056e7b168308d56
Version/Tag Name           : 7a28540d580ef9fc1898cd5a8e1c66eb3af3f99a
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-bfe71839265127576d3cd749c056e7b168308d56
Docker pull command (quess): quay.io/biocontainers/mulled-v2-bfe71839265127576d3cd749c056e7b168308d56:7a28540d580ef9fc1898cd5a8e1c66eb3af3f99a-0

Packages                   : bwa-mem2=2.0,bwakit=0.7.17.dev1,samtools=1.10
# packages                 : 3
Mulled name                : mulled-v2-6a15c99309c82b345497d24489bee67bbb76c2f6:1c9c3227b9bf825a8dc9726a25701aa23c0b1f12
Image Name                 : mulled-v2-6a15c99309c82b345497d24489bee67bbb76c2f6
Version/Tag Name           : 1c9c3227b9bf825a8dc9726a25701aa23c0b1f12
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-6a15c99309c82b345497d24489bee67bbb76c2f6
Docker pull command (quess): quay.io/biocontainers/mulled-v2-6a15c99309c82b345497d24489bee67bbb76c2f6:1c9c3227b9bf825a8dc9726a25701aa23c0b1f12-0

Packages                   : bwa-mem2=2.0,samtools=1.10
# packages                 : 2
Mulled name                : mulled-v2-e5d375990341c5aef3c9aff74f96f66f65375ef6:876eb6f1d38fbf578296ea94e5aede4e317939e7
Image Name                 : mulled-v2-e5d375990341c5aef3c9aff74f96f66f65375ef6
Version/Tag Name           : 876eb6f1d38fbf578296ea94e5aede4e317939e7
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-e5d375990341c5aef3c9aff74f96f66f65375ef6
Docker pull command (quess): quay.io/biocontainers/mulled-v2-e5d375990341c5aef3c9aff74f96f66f65375ef6:876eb6f1d38fbf578296ea94e5aede4e317939e7-0

Packages                   : bwa-mem2=2.1,samtools=1.11
# packages                 : 2
Mulled name                : mulled-v2-e5d375990341c5aef3c9aff74f96f66f65375ef6:e6f0d20c9d78572ddbbf00d8767ee6ff865edd4e
Image Name                 : mulled-v2-e5d375990341c5aef3c9aff74f96f66f65375ef6
Version/Tag Name           : e6f0d20c9d78572ddbbf00d8767ee6ff865edd4e
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-e5d375990341c5aef3c9aff74f96f66f65375ef6
Docker pull command (quess): quay.io/biocontainers/mulled-v2-e5d375990341c5aef3c9aff74f96f66f65375ef6:e6f0d20c9d78572ddbbf00d8767ee6ff865edd4e-0

Packages                   : bwa-mem2=2.2,samtools=1.11
# packages                 : 2
Mulled name                : mulled-v2-e5d375990341c5aef3c9aff74f96f66f65375ef6:c3a3d4a6cb4bd1aef4d5bac6589927d3cd1fbe6c
Image Name                 : mulled-v2-e5d375990341c5aef3c9aff74f96f66f65375ef6
Version/Tag Name           : c3a3d4a6cb4bd1aef4d5bac6589927d3cd1fbe6c
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-e5d375990341c5aef3c9aff74f96f66f65375ef6
Docker pull command (quess): quay.io/biocontainers/mulled-v2-e5d375990341c5aef3c9aff74f96f66f65375ef6:c3a3d4a6cb4bd1aef4d5bac6589927d3cd1fbe6c-0

Packages                   : bwa-mem2=2.2.1,bwakit=0.7.17.dev1,samtools=1.15.1
# packages                 : 3
Mulled name                : mulled-v2-6a15c99309c82b345497d24489bee67bbb76c2f6:46aa9b9ac6fc444b64e57299e2ae4f538898537d
Image Name                 : mulled-v2-6a15c99309c82b345497d24489bee67bbb76c2f6
Version/Tag Name           : 46aa9b9ac6fc444b64e57299e2ae4f538898537d
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-6a15c99309c82b345497d24489bee67bbb76c2f6
Docker pull command (quess): quay.io/biocontainers/mulled-v2-6a15c99309c82b345497d24489bee67bbb76c2f6:46aa9b9ac6fc444b64e57299e2ae4f538898537d-0

Packages                   : bwa-mem2=2.2.1,samtools=1.12
# packages                 : 2
Mulled name                : mulled-v2-e5d375990341c5aef3c9aff74f96f66f65375ef6:cf603b12db30ec91daa04ba45a8ee0f35bbcd1e2
Image Name                 : mulled-v2-e5d375990341c5aef3c9aff74f96f66f65375ef6
Version/Tag Name           : cf603b12db30ec91daa04ba45a8ee0f35bbcd1e2
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-e5d375990341c5aef3c9aff74f96f66f65375ef6
Docker pull command (quess): quay.io/biocontainers/mulled-v2-e5d375990341c5aef3c9aff74f96f66f65375ef6:cf603b12db30ec91daa04ba45a8ee0f35bbcd1e2-0

Packages                   : bwa-mem2=2.2.1,samtools=1.14
# packages                 : 2
Mulled name                : mulled-v2-e5d375990341c5aef3c9aff74f96f66f65375ef6:bc6f1a049835e70d6fac927e979a8ad9819e1b56
Image Name                 : mulled-v2-e5d375990341c5aef3c9aff74f96f66f65375ef6
Version/Tag Name           : bc6f1a049835e70d6fac927e979a8ad9819e1b56
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-e5d375990341c5aef3c9aff74f96f66f65375ef6
Docker pull command (quess): quay.io/biocontainers/mulled-v2-e5d375990341c5aef3c9aff74f96f66f65375ef6:bc6f1a049835e70d6fac927e979a8ad9819e1b56-0

Packages                   : bwa-mem2=2.2.1,samtools=1.15
# packages                 : 2
Mulled name                : mulled-v2-e5d375990341c5aef3c9aff74f96f66f65375ef6:8ee25ae85d7a2bacac3e3139db209aff3d605a18
Image Name                 : mulled-v2-e5d375990341c5aef3c9aff74f96f66f65375ef6
Version/Tag Name           : 8ee25ae85d7a2bacac3e3139db209aff3d605a18
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-e5d375990341c5aef3c9aff74f96f66f65375ef6
Docker pull command (quess): quay.io/biocontainers/mulled-v2-e5d375990341c5aef3c9aff74f96f66f65375ef6:8ee25ae85d7a2bacac3e3139db209aff3d605a18-0

Packages                   : bwa-mem2=2.2.1,samtools=1.15.1
# packages                 : 2
Mulled name                : mulled-v2-e5d375990341c5aef3c9aff74f96f66f65375ef6:38aed4501da19db366dc7c8d52d31d94e760cfaf
Image Name                 : mulled-v2-e5d375990341c5aef3c9aff74f96f66f65375ef6
Version/Tag Name           : 38aed4501da19db366dc7c8d52d31d94e760cfaf
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-e5d375990341c5aef3c9aff74f96f66f65375ef6
Docker pull command (quess): quay.io/biocontainers/mulled-v2-e5d375990341c5aef3c9aff74f96f66f65375ef6:38aed4501da19db366dc7c8d52d31d94e760cfaf-0

Packages                   : hisat2=2.2.0,samtools=1.10
# packages                 : 2
Mulled name                : mulled-v2-a97e90b3b802d1da3d6958e0867610c718cb5eb1:2880dd9d8ad0a7b221d4eacda9a818e92983128d
Image Name                 : mulled-v2-a97e90b3b802d1da3d6958e0867610c718cb5eb1
Version/Tag Name           : 2880dd9d8ad0a7b221d4eacda9a818e92983128d
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-a97e90b3b802d1da3d6958e0867610c718cb5eb1
Docker pull command (quess): quay.io/biocontainers/mulled-v2-a97e90b3b802d1da3d6958e0867610c718cb5eb1:2880dd9d8ad0a7b221d4eacda9a818e92983128d-0

Packages                   : hisat2=2.2.0,samtools=1.15.1
# packages                 : 2
Mulled name                : mulled-v2-a97e90b3b802d1da3d6958e0867610c718cb5eb1:0e773bb207600fcb4d38202226eb20a33c7909b6
Image Name                 : mulled-v2-a97e90b3b802d1da3d6958e0867610c718cb5eb1
Version/Tag Name           : 0e773bb207600fcb4d38202226eb20a33c7909b6
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-a97e90b3b802d1da3d6958e0867610c718cb5eb1
Docker pull command (quess): quay.io/biocontainers/mulled-v2-a97e90b3b802d1da3d6958e0867610c718cb5eb1:0e773bb207600fcb4d38202226eb20a33c7909b6-0

Packages                   : bwa=0.7.17,samtools=1.10
# packages                 : 2
Mulled name                : mulled-v2-fe8faa35dbf6dc65a0f7f5d4ea12e31a79f73e40:eabfac3657eda5818bae4090db989e3d41b01542
Image Name                 : mulled-v2-fe8faa35dbf6dc65a0f7f5d4ea12e31a79f73e40
Version/Tag Name           : eabfac3657eda5818bae4090db989e3d41b01542
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-fe8faa35dbf6dc65a0f7f5d4ea12e31a79f73e40
Docker pull command (quess): quay.io/biocontainers/mulled-v2-fe8faa35dbf6dc65a0f7f5d4ea12e31a79f73e40:eabfac3657eda5818bae4090db989e3d41b01542-0

Packages                   : bwa=0.7.17,samtools=1.12
# packages                 : 2
Mulled name                : mulled-v2-fe8faa35dbf6dc65a0f7f5d4ea12e31a79f73e40:66ed1b38d280722529bb8a0167b0cf02f8a0b488
Image Name                 : mulled-v2-fe8faa35dbf6dc65a0f7f5d4ea12e31a79f73e40
Version/Tag Name           : 66ed1b38d280722529bb8a0167b0cf02f8a0b488
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-fe8faa35dbf6dc65a0f7f5d4ea12e31a79f73e40
Docker pull command (quess): quay.io/biocontainers/mulled-v2-fe8faa35dbf6dc65a0f7f5d4ea12e31a79f73e40:66ed1b38d280722529bb8a0167b0cf02f8a0b488-0

Packages                   : bwa=0.7.17,samtools=1.15
# packages                 : 2
Mulled name                : mulled-v2-fe8faa35dbf6dc65a0f7f5d4ea12e31a79f73e40:c56a3aabc8d64e52d5b9da1e8ecec2031668596d
Image Name                 : mulled-v2-fe8faa35dbf6dc65a0f7f5d4ea12e31a79f73e40
Version/Tag Name           : c56a3aabc8d64e52d5b9da1e8ecec2031668596d
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-fe8faa35dbf6dc65a0f7f5d4ea12e31a79f73e40
Docker pull command (quess): quay.io/biocontainers/mulled-v2-fe8faa35dbf6dc65a0f7f5d4ea12e31a79f73e40:c56a3aabc8d64e52d5b9da1e8ecec2031668596d-0

Packages                   : bwa=0.7.17,samtools=1.15.1
# packages                 : 2
Mulled name                : mulled-v2-fe8faa35dbf6dc65a0f7f5d4ea12e31a79f73e40:8110a70be2bfe7f75a2ea7f2a89cda4cc7732095
Image Name                 : mulled-v2-fe8faa35dbf6dc65a0f7f5d4ea12e31a79f73e40
Version/Tag Name           : 8110a70be2bfe7f75a2ea7f2a89cda4cc7732095
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-fe8faa35dbf6dc65a0f7f5d4ea12e31a79f73e40
Docker pull command (quess): quay.io/biocontainers/mulled-v2-fe8faa35dbf6dc65a0f7f5d4ea12e31a79f73e40:8110a70be2bfe7f75a2ea7f2a89cda4cc7732095-0

Packages                   : bwakit=0.7.17.dev1,samtools=1.10
# packages                 : 2
Mulled name                : mulled-v2-ad317f19f5881324e963f6a6d464d696a2825ab6:c59b7a73c87a9fe81737d5d628e10a3b5807f453
Image Name                 : mulled-v2-ad317f19f5881324e963f6a6d464d696a2825ab6
Version/Tag Name           : c59b7a73c87a9fe81737d5d628e10a3b5807f453
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-ad317f19f5881324e963f6a6d464d696a2825ab6
Docker pull command (quess): quay.io/biocontainers/mulled-v2-ad317f19f5881324e963f6a6d464d696a2825ab6:c59b7a73c87a9fe81737d5d628e10a3b5807f453-0

Packages                   : bwa=0.7.15,samtools=1.3.1
# packages                 : 2
Mulled name                : mulled-v2-fe8faa35dbf6dc65a0f7f5d4ea12e31a79f73e40:03dc1d2818d9de56938078b8b78b82d967c1f820
Image Name                 : mulled-v2-fe8faa35dbf6dc65a0f7f5d4ea12e31a79f73e40
Version/Tag Name           : 03dc1d2818d9de56938078b8b78b82d967c1f820
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-fe8faa35dbf6dc65a0f7f5d4ea12e31a79f73e40
Docker pull command (quess): quay.io/biocontainers/mulled-v2-fe8faa35dbf6dc65a0f7f5d4ea12e31a79f73e40:03dc1d2818d9de56938078b8b78b82d967c1f820-0

Packages                   : bwa=0.7.17,samtools=1.6
# packages                 : 2
Mulled name                : mulled-v2-fe8faa35dbf6dc65a0f7f5d4ea12e31a79f73e40:1476e745a911a5a2ac22207311b275c51e745ba9
Image Name                 : mulled-v2-fe8faa35dbf6dc65a0f7f5d4ea12e31a79f73e40
Version/Tag Name           : 1476e745a911a5a2ac22207311b275c51e745ba9
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-fe8faa35dbf6dc65a0f7f5d4ea12e31a79f73e40
Docker pull command (quess): quay.io/biocontainers/mulled-v2-fe8faa35dbf6dc65a0f7f5d4ea12e31a79f73e40:1476e745a911a5a2ac22207311b275c51e745ba9-0

Packages                   : blast=2.6.0,diamond=0.8.9,megahit=1.1.1,pauda=1.0.1,spades=3.9.0,velvet=1.2.10
# packages                 : 6
Mulled name                : mulled-v2-479afae422967342fa0b4c960279d955201989eb:a81d2ea66ef55b9de15ac6e4ab2b0bc87221c115
Image Name                 : mulled-v2-479afae422967342fa0b4c960279d955201989eb
Version/Tag Name           : a81d2ea66ef55b9de15ac6e4ab2b0bc87221c115
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-479afae422967342fa0b4c960279d955201989eb
Docker pull command (quess): quay.io/biocontainers/mulled-v2-479afae422967342fa0b4c960279d955201989eb:a81d2ea66ef55b9de15ac6e4ab2b0bc87221c115-0

Packages                   : bwa=0.7.15,samtools=1.3.1,bedtools=2.26.0gx,boost=1.64.0,boost-cpp=1.64.0,bowtie2=2.3.2,bwa=0.7.8,gsl=2.2.1,htslib=1.4.1,jinja2=2.9.5,macs2=2.1.1.20160309,matplotlib=2.0.2,metaseq=0.5.6,numpy=1.12.1,pandas=0.20.1,picard=2.9.2,pybedtools=0.7.9,pyfaidx=0.4.8.1,pysam=0.9.1.4,python-levenshtein=0.12.0,sambamba=0.6.6,samtools=1.4.1,scipy=0.19.0,trim-galore=0.4.3,ucsc-bedclip=332,ucsc-bedcoverage=332,ucsc-bedgraphtobigwig=332,ucsc-bedsort=332
# packages                 : 28
Mulled name                : mulled-v2-1c6be8ad49e4dfe8ab70558e8fb200d7b2fd7509:5900b4e68c4051137fffd99165b00e98f810acae
Image Name                 : mulled-v2-1c6be8ad49e4dfe8ab70558e8fb200d7b2fd7509
Version/Tag Name           : 5900b4e68c4051137fffd99165b00e98f810acae
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-1c6be8ad49e4dfe8ab70558e8fb200d7b2fd7509
Docker pull command (quess): quay.io/biocontainers/mulled-v2-1c6be8ad49e4dfe8ab70558e8fb200d7b2fd7509:5900b4e68c4051137fffd99165b00e98f810acae-0

Packages                   : canu=1.5,miniasm=0.2_r159,pacbio_falcon=052016,pilon=1.22
# packages                 : 4
Mulled name                : mulled-v2-0f4882e3e943fb370e7a02976922892d98692dbf:71666a4d21fc5b7d285855d186257972700cb33a
Image Name                 : mulled-v2-0f4882e3e943fb370e7a02976922892d98692dbf
Version/Tag Name           : 71666a4d21fc5b7d285855d186257972700cb33a
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-0f4882e3e943fb370e7a02976922892d98692dbf
Docker pull command (quess): quay.io/biocontainers/mulled-v2-0f4882e3e943fb370e7a02976922892d98692dbf:71666a4d21fc5b7d285855d186257972700cb33a-0

Packages                   : tensorflow=1.4.0,tensorboard=0.4.0rc3,matplotlib=2.1.0,numpy=1.13.3,scipy=0.19.1,libgcc
# packages                 : 6
Mulled name                : mulled-v2-a70f8e4f3a002f07211097255ef183851e5251cd:e2dad1c72e98a3baeffdc5f93459cb3212416d17
Image Name                 : mulled-v2-a70f8e4f3a002f07211097255ef183851e5251cd
Version/Tag Name           : e2dad1c72e98a3baeffdc5f93459cb3212416d17
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-a70f8e4f3a002f07211097255ef183851e5251cd
Docker pull command (quess): quay.io/biocontainers/mulled-v2-a70f8e4f3a002f07211097255ef183851e5251cd:e2dad1c72e98a3baeffdc5f93459cb3212416d17-0

Packages                   : migmap=1.0.2,tophat=2.1.1,trinity=date.2011_11_26
# packages                 : 3
Mulled name                : mulled-v2-27a3d2c10b2c20c28f8dcaeacc629fd069ae59aa:3bbffe47b5a092e5601139781a4f43543b799cf5
Image Name                 : mulled-v2-27a3d2c10b2c20c28f8dcaeacc629fd069ae59aa
Version/Tag Name           : 3bbffe47b5a092e5601139781a4f43543b799cf5
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-27a3d2c10b2c20c28f8dcaeacc629fd069ae59aa
Docker pull command (quess): quay.io/biocontainers/mulled-v2-27a3d2c10b2c20c28f8dcaeacc629fd069ae59aa:3bbffe47b5a092e5601139781a4f43543b799cf5-0

Packages                   : r-optparse=1.4.4,r-seurat=2.3.1
# packages                 : 2
Mulled name                : mulled-v2-b2e85f49b894a2507b8c4ea34c0fc1556424c086:d83b185e50211b435287de7bb060129f884d2bf3
Image Name                 : mulled-v2-b2e85f49b894a2507b8c4ea34c0fc1556424c086
Version/Tag Name           : d83b185e50211b435287de7bb060129f884d2bf3
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-b2e85f49b894a2507b8c4ea34c0fc1556424c086
Docker pull command (quess): quay.io/biocontainers/mulled-v2-b2e85f49b894a2507b8c4ea34c0fc1556424c086:d83b185e50211b435287de7bb060129f884d2bf3-0

Packages                   : anndata=0.6.13,loompy=2.0.16,r-seurat=2.3.4,qt=5.6.2
# packages                 : 4
Mulled name                : mulled-v2-47b1b490cbf77e5511a42608b2c67c0a939b565a:39e5461c0d4cba3e40a3e03b96df8de117030382
Image Name                 : mulled-v2-47b1b490cbf77e5511a42608b2c67c0a939b565a
Version/Tag Name           : 39e5461c0d4cba3e40a3e03b96df8de117030382
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-47b1b490cbf77e5511a42608b2c67c0a939b565a
Docker pull command (quess): quay.io/biocontainers/mulled-v2-47b1b490cbf77e5511a42608b2c67c0a939b565a:39e5461c0d4cba3e40a3e03b96df8de117030382-0

Packages                   : astropy=3.0.5=py37h7b6447c_1
# packages                 : 1
Mulled name                : astropy:3.0.5--py37h7b6447c_1
Image Name                 : astropy
Version/Tag Name           : 3.0.5--py37h7b6447c_1
Quay.io URL                : https://quay.io/repository/biocontainers/astropy
Docker pull command (quess): quay.io/biocontainers/astropy:3.0.5--py37h7b6447c_1-0

Packages                   : flashlfq=0.1.111=0
# packages                 : 1
Mulled name                : flashlfq:0.1.111--0
Image Name                 : flashlfq
Version/Tag Name           : 0.1.111--0
Quay.io URL                : https://quay.io/repository/biocontainers/flashlfq
Docker pull command (quess): quay.io/biocontainers/flashlfq:0.1.111--0-0

Packages                   : moods=1.9.0,pybigwig=0.3.4,pysam=0.9.1.4
# packages                 : 3
Mulled name                : mulled-v2-c1847a8bf8acca40a9c0ecd56c551e4744c0dbac:0cda28bb4a119b5521d969b3204754ccab4ed03c
Image Name                 : mulled-v2-c1847a8bf8acca40a9c0ecd56c551e4744c0dbac
Version/Tag Name           : 0cda28bb4a119b5521d969b3204754ccab4ed03c
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-c1847a8bf8acca40a9c0ecd56c551e4744c0dbac
Docker pull command (quess): quay.io/biocontainers/mulled-v2-c1847a8bf8acca40a9c0ecd56c551e4744c0dbac:0cda28bb4a119b5521d969b3204754ccab4ed03c-0

Packages                   : bwa=0.7.17,picard=2.18.7
# packages                 : 2
Mulled name                : mulled-v2-002f51ea92721407ef440b921fb5940f424be842:43ec6124f9f4f875515f9548733b8b4e5fed9aa6
Image Name                 : mulled-v2-002f51ea92721407ef440b921fb5940f424be842
Version/Tag Name           : 43ec6124f9f4f875515f9548733b8b4e5fed9aa6
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-002f51ea92721407ef440b921fb5940f424be842
Docker pull command (quess): quay.io/biocontainers/mulled-v2-002f51ea92721407ef440b921fb5940f424be842:43ec6124f9f4f875515f9548733b8b4e5fed9aa6-0

Packages                   : bedtools=2.26.0,python=2.7.14,numpy=1.13.3,matplotlib=2.1.0
# packages                 : 4
Mulled name                : mulled-v2-3251e6c49d800268f0bc575f28045ab4e69475a6:4ce073b219b6dabb79d154762a9b67728c357edb
Image Name                 : mulled-v2-3251e6c49d800268f0bc575f28045ab4e69475a6
Version/Tag Name           : 4ce073b219b6dabb79d154762a9b67728c357edb
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-3251e6c49d800268f0bc575f28045ab4e69475a6
Docker pull command (quess): quay.io/biocontainers/mulled-v2-3251e6c49d800268f0bc575f28045ab4e69475a6:4ce073b219b6dabb79d154762a9b67728c357edb-0

Packages                   : gawk=4.2.0
# packages                 : 1
Mulled name                : gawk:4.2.0
Image Name                 : gawk
Version/Tag Name           : 4.2.0
Quay.io URL                : https://quay.io/repository/biocontainers/gawk
Docker pull command (quess): quay.io/biocontainers/gawk:4.2.0-0

Packages                   : coreutils=8.30=h14c3975_1000
# packages                 : 1
Mulled name                : coreutils:8.30--h14c3975_1000
Image Name                 : coreutils
Version/Tag Name           : 8.30--h14c3975_1000
Quay.io URL                : https://quay.io/repository/biocontainers/coreutils
Docker pull command (quess): quay.io/biocontainers/coreutils:8.30--h14c3975_1000-0

Packages                   : bc=1.06,jq=1.6,sed=4.4,seqtk=1.2
# packages                 : 4
Mulled name                : mulled-v2-13686261ac0aa5682c680670ff8cda7b09637943:d143450dec169186731bb4df6f045a3c9ee08eb6
Image Name                 : mulled-v2-13686261ac0aa5682c680670ff8cda7b09637943
Version/Tag Name           : d143450dec169186731bb4df6f045a3c9ee08eb6
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-13686261ac0aa5682c680670ff8cda7b09637943
Docker pull command (quess): quay.io/biocontainers/mulled-v2-13686261ac0aa5682c680670ff8cda7b09637943:d143450dec169186731bb4df6f045a3c9ee08eb6-0

Packages                   : coreutils=8.31=h14c3975_0
# packages                 : 1
Mulled name                : coreutils:8.31--h14c3975_0
Image Name                 : coreutils
Version/Tag Name           : 8.31--h14c3975_0
Quay.io URL                : https://quay.io/repository/biocontainers/coreutils
Docker pull command (quess): quay.io/biocontainers/coreutils:8.31--h14c3975_0-0

Packages                   : perl=5.22.0.1=0
# packages                 : 1
Mulled name                : perl:5.22.0.1--0
Image Name                 : perl
Version/Tag Name           : 5.22.0.1--0
Quay.io URL                : https://quay.io/repository/biocontainers/perl
Docker pull command (quess): quay.io/biocontainers/perl:5.22.0.1--0-0

Packages                   : samtools=1.9,gnuplot=5.2.3,perl=5.26
# packages                 : 3
Mulled name                : mulled-v2-653d40ac56aa6bd9196ed18b87259e19fc7ccc68:3acae3f9a8cb5c7cb63f9701edf1e0953f81e554
Image Name                 : mulled-v2-653d40ac56aa6bd9196ed18b87259e19fc7ccc68
Version/Tag Name           : 3acae3f9a8cb5c7cb63f9701edf1e0953f81e554
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-653d40ac56aa6bd9196ed18b87259e19fc7ccc68
Docker pull command (quess): quay.io/biocontainers/mulled-v2-653d40ac56aa6bd9196ed18b87259e19fc7ccc68:3acae3f9a8cb5c7cb63f9701edf1e0953f81e554-0

Packages                   : snpeff=4.1
# packages                 : 1
Mulled name                : snpeff:4.1
Image Name                 : snpeff
Version/Tag Name           : 4.1
Quay.io URL                : https://quay.io/repository/biocontainers/snpeff
Docker pull command (quess): quay.io/biocontainers/snpeff:4.1-0

Packages                   : pandas=0.24.2,scipy=1.3.0
# packages                 : 2
Mulled name                : mulled-v2-a1289c2d7470e63e3c3a9f6131984bbf7c28ad45:e42a5c0122a0a931dcc83c948a718b66f9219274
Image Name                 : mulled-v2-a1289c2d7470e63e3c3a9f6131984bbf7c28ad45
Version/Tag Name           : e42a5c0122a0a931dcc83c948a718b66f9219274
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-a1289c2d7470e63e3c3a9f6131984bbf7c28ad45
Docker pull command (quess): quay.io/biocontainers/mulled-v2-a1289c2d7470e63e3c3a9f6131984bbf7c28ad45:e42a5c0122a0a931dcc83c948a718b66f9219274-0

Packages                   : deeptools=3.1.2,samtools=1.7
# packages                 : 2
Mulled name                : mulled-v2-eb9e7907c7a753917c1e4d7a64384c047429618a:1abf1824431ec057c7d41be6f0c40e24843acde4
Image Name                 : mulled-v2-eb9e7907c7a753917c1e4d7a64384c047429618a
Version/Tag Name           : 1abf1824431ec057c7d41be6f0c40e24843acde4
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-eb9e7907c7a753917c1e4d7a64384c047429618a
Docker pull command (quess): quay.io/biocontainers/mulled-v2-eb9e7907c7a753917c1e4d7a64384c047429618a:1abf1824431ec057c7d41be6f0c40e24843acde4-0

Packages                   : wget=1.20.1
# packages                 : 1
Mulled name                : wget:1.20.1
Image Name                 : wget
Version/Tag Name           : 1.20.1
Quay.io URL                : https://quay.io/repository/biocontainers/wget
Docker pull command (quess): quay.io/biocontainers/wget:1.20.1-0

Packages                   : gawk=5.0.1
# packages                 : 1
Mulled name                : gawk:5.0.1
Image Name                 : gawk
Version/Tag Name           : 5.0.1
Quay.io URL                : https://quay.io/repository/biocontainers/gawk
Docker pull command (quess): quay.io/biocontainers/gawk:5.0.1-0

Packages                   : pyiron=0.2.2
# packages                 : 1
Mulled name                : pyiron:0.2.2
Image Name                 : pyiron
Version/Tag Name           : 0.2.2
Quay.io URL                : https://quay.io/repository/biocontainers/pyiron
Docker pull command (quess): quay.io/biocontainers/pyiron:0.2.2-0

Packages                   : pyiron=0.2.2,lammps=2019.06.05
# packages                 : 2
Mulled name                : mulled-v2-44ebcdf1b08ab66dca821f05a2d9989bd3a6db41:ae2b5882a8914a05dab55a7ece1e95ba680b2ef6
Image Name                 : mulled-v2-44ebcdf1b08ab66dca821f05a2d9989bd3a6db41
Version/Tag Name           : ae2b5882a8914a05dab55a7ece1e95ba680b2ef6
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-44ebcdf1b08ab66dca821f05a2d9989bd3a6db41
Docker pull command (quess): quay.io/biocontainers/mulled-v2-44ebcdf1b08ab66dca821f05a2d9989bd3a6db41:ae2b5882a8914a05dab55a7ece1e95ba680b2ef6-0

Packages                   : seqtk=1.3,perl=5.22.0.1=0,perl-bioperl=1.6.924
# packages                 : 3
Mulled name                : mulled-v2-24c5b4cc938964f65f8310bf4e1cd50e2a33bb97:08ac5af85cdeb735192e7a439127656330209f37
Image Name                 : mulled-v2-24c5b4cc938964f65f8310bf4e1cd50e2a33bb97
Version/Tag Name           : 08ac5af85cdeb735192e7a439127656330209f37
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-24c5b4cc938964f65f8310bf4e1cd50e2a33bb97
Docker pull command (quess): quay.io/biocontainers/mulled-v2-24c5b4cc938964f65f8310bf4e1cd50e2a33bb97:08ac5af85cdeb735192e7a439127656330209f37-0

Packages                   : git-lfs=2.4.0,git=2.20.1
# packages                 : 2
Mulled name                : mulled-v2-414899afc93315a3f41e17d393ab589ef1b8cf83:d72667b0e3cf7048edc7660a448f92c8ae780419
Image Name                 : mulled-v2-414899afc93315a3f41e17d393ab589ef1b8cf83
Version/Tag Name           : d72667b0e3cf7048edc7660a448f92c8ae780419
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-414899afc93315a3f41e17d393ab589ef1b8cf83
Docker pull command (quess): quay.io/biocontainers/mulled-v2-414899afc93315a3f41e17d393ab589ef1b8cf83:d72667b0e3cf7048edc7660a448f92c8ae780419-0

Packages                   : git-lfs=2.4.0,git=2.20.1,coreutils=8.31,pypgatk=0.0.4
# packages                 : 4
Mulled name                : mulled-v2-223e3dfeef9e3f1094596983f6f3dfe5a6370927:79aeda7cf8c499ebde296fb079e75e26dbe46f1b
Image Name                 : mulled-v2-223e3dfeef9e3f1094596983f6f3dfe5a6370927
Version/Tag Name           : 79aeda7cf8c499ebde296fb079e75e26dbe46f1b
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-223e3dfeef9e3f1094596983f6f3dfe5a6370927
Docker pull command (quess): quay.io/biocontainers/mulled-v2-223e3dfeef9e3f1094596983f6f3dfe5a6370927:79aeda7cf8c499ebde296fb079e75e26dbe46f1b-0

Packages                   : varscan=2.4.3,samtools=1.6,tabix=0.2.6
# packages                 : 3
Mulled name                : mulled-v2-fe04a5388a5c60964bedfc046450b83c0d810523:7ddebf6ed147098f06e2d2c7e0e6c89c9cee9978
Image Name                 : mulled-v2-fe04a5388a5c60964bedfc046450b83c0d810523
Version/Tag Name           : 7ddebf6ed147098f06e2d2c7e0e6c89c9cee9978
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-fe04a5388a5c60964bedfc046450b83c0d810523
Docker pull command (quess): quay.io/biocontainers/mulled-v2-fe04a5388a5c60964bedfc046450b83c0d810523:7ddebf6ed147098f06e2d2c7e0e6c89c9cee9978-0

Packages                   : click=7.0,pyvcf=0.6.8,python=3.5
# packages                 : 3
Mulled name                : mulled-v2-2810aaed9762dd6c46cfeae33f4f5dff2ff96099:2f31c7abac4b89c24fecd0cb87863ee43cb96066
Image Name                 : mulled-v2-2810aaed9762dd6c46cfeae33f4f5dff2ff96099
Version/Tag Name           : 2f31c7abac4b89c24fecd0cb87863ee43cb96066
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-2810aaed9762dd6c46cfeae33f4f5dff2ff96099
Docker pull command (quess): quay.io/biocontainers/mulled-v2-2810aaed9762dd6c46cfeae33f4f5dff2ff96099:2f31c7abac4b89c24fecd0cb87863ee43cb96066-0

Packages                   : click=7.0,pyvcf=0.6.8,python=3.5,pybedtools=0.8
# packages                 : 4
Mulled name                : mulled-v2-0a61039b60060e63b68e2f161289f029150f86c3:d29da2f35209ab08fa8cd60a29118dd759209458
Image Name                 : mulled-v2-0a61039b60060e63b68e2f161289f029150f86c3
Version/Tag Name           : d29da2f35209ab08fa8cd60a29118dd759209458
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-0a61039b60060e63b68e2f161289f029150f86c3
Docker pull command (quess): quay.io/biocontainers/mulled-v2-0a61039b60060e63b68e2f161289f029150f86c3:d29da2f35209ab08fa8cd60a29118dd759209458-0

Packages                   : qualimap=2.2.2a,perl-bioperl=1.6.924
# packages                 : 2
Mulled name                : mulled-v2-ddeeefeab23e72b531b6b190ce1ced37e3a6332d:0b190f56d9a36803ff701a0540af7339ced5c721
Image Name                 : mulled-v2-ddeeefeab23e72b531b6b190ce1ced37e3a6332d
Version/Tag Name           : 0b190f56d9a36803ff701a0540af7339ced5c721
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-ddeeefeab23e72b531b6b190ce1ced37e3a6332d
Docker pull command (quess): quay.io/biocontainers/mulled-v2-ddeeefeab23e72b531b6b190ce1ced37e3a6332d:0b190f56d9a36803ff701a0540af7339ced5c721-0

Packages                   : qualimap=2.2.2d,samtools=1.12
# packages                 : 2
Mulled name                : mulled-v2-d3934ca6bb4e61334891ffa2e9a4c87a530e3188:4bf11d12f2c3eccf1eb585097c0b6fd31c18c418
Image Name                 : mulled-v2-d3934ca6bb4e61334891ffa2e9a4c87a530e3188
Version/Tag Name           : 4bf11d12f2c3eccf1eb585097c0b6fd31c18c418
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-d3934ca6bb4e61334891ffa2e9a4c87a530e3188
Docker pull command (quess): quay.io/biocontainers/mulled-v2-d3934ca6bb4e61334891ffa2e9a4c87a530e3188:4bf11d12f2c3eccf1eb585097c0b6fd31c18c418-0

Packages                   : qualimap=2.2.2d,samtools=1.15
# packages                 : 2
Mulled name                : mulled-v2-d3934ca6bb4e61334891ffa2e9a4c87a530e3188:9838874d42d4477d5042782ee019cec9854da7d5
Image Name                 : mulled-v2-d3934ca6bb4e61334891ffa2e9a4c87a530e3188
Version/Tag Name           : 9838874d42d4477d5042782ee019cec9854da7d5
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-d3934ca6bb4e61334891ffa2e9a4c87a530e3188
Docker pull command (quess): quay.io/biocontainers/mulled-v2-d3934ca6bb4e61334891ffa2e9a4c87a530e3188:9838874d42d4477d5042782ee019cec9854da7d5-0

Packages                   : qualimap=2.2.2d,samtools=1.15.1
# packages                 : 2
Mulled name                : mulled-v2-d3934ca6bb4e61334891ffa2e9a4c87a530e3188:61f6d4658ac88635fc37623af50bba77561988ab
Image Name                 : mulled-v2-d3934ca6bb4e61334891ffa2e9a4c87a530e3188
Version/Tag Name           : 61f6d4658ac88635fc37623af50bba77561988ab
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-d3934ca6bb4e61334891ffa2e9a4c87a530e3188
Docker pull command (quess): quay.io/biocontainers/mulled-v2-d3934ca6bb4e61334891ffa2e9a4c87a530e3188:61f6d4658ac88635fc37623af50bba77561988ab-0

Packages                   : aniso8601=8.0.0,requests=2.22
# packages                 : 2
Mulled name                : mulled-v2-5f7738d9f8ac376bda2fe2ebecf2a09916f2186d:d2942adaa9169f6661568d36300de8df9c9e4f20
Image Name                 : mulled-v2-5f7738d9f8ac376bda2fe2ebecf2a09916f2186d
Version/Tag Name           : d2942adaa9169f6661568d36300de8df9c9e4f20
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-5f7738d9f8ac376bda2fe2ebecf2a09916f2186d
Docker pull command (quess): quay.io/biocontainers/mulled-v2-5f7738d9f8ac376bda2fe2ebecf2a09916f2186d:d2942adaa9169f6661568d36300de8df9c9e4f20-0

Packages                   : jinja2=2.10,pathlib=1.0.1
# packages                 : 2
Mulled name                : mulled-v2-a85e9ba2adb5c92651838ddbfef4e02f8bdaec67:23a0a7f9fc236b57daeeedbd9ef86989aa8373f5
Image Name                 : mulled-v2-a85e9ba2adb5c92651838ddbfef4e02f8bdaec67
Version/Tag Name           : 23a0a7f9fc236b57daeeedbd9ef86989aa8373f5
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-a85e9ba2adb5c92651838ddbfef4e02f8bdaec67
Docker pull command (quess): quay.io/biocontainers/mulled-v2-a85e9ba2adb5c92651838ddbfef4e02f8bdaec67:23a0a7f9fc236b57daeeedbd9ef86989aa8373f5-0

Packages                   : umi_tools=0.5.5
# packages                 : 1
Mulled name                : umi_tools:0.5.5
Image Name                 : umi_tools
Version/Tag Name           : 0.5.5
Quay.io URL                : https://quay.io/repository/biocontainers/umi_tools
Docker pull command (quess): quay.io/biocontainers/umi_tools:0.5.5-0

Packages                   : array-as-vcf=1.0.0,tabix=0.2.6
# packages                 : 2
Mulled name                : mulled-v2-cebd7a0eda25340aaa510eadd04701e136feb076:282a14bf7d107bf62c6040f3cd2f650b6b757e49
Image Name                 : mulled-v2-cebd7a0eda25340aaa510eadd04701e136feb076
Version/Tag Name           : 282a14bf7d107bf62c6040f3cd2f650b6b757e49
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-cebd7a0eda25340aaa510eadd04701e136feb076
Docker pull command (quess): quay.io/biocontainers/mulled-v2-cebd7a0eda25340aaa510eadd04701e136feb076:282a14bf7d107bf62c6040f3cd2f650b6b757e49-0

Packages                   : array-as-vcf=1.0.1,tabix=0.2.6
# packages                 : 2
Mulled name                : mulled-v2-cebd7a0eda25340aaa510eadd04701e136feb076:441826efb09a6cf80e9b36a3f50867b1a3661bed
Image Name                 : mulled-v2-cebd7a0eda25340aaa510eadd04701e136feb076
Version/Tag Name           : 441826efb09a6cf80e9b36a3f50867b1a3661bed
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-cebd7a0eda25340aaa510eadd04701e136feb076
Docker pull command (quess): quay.io/biocontainers/mulled-v2-cebd7a0eda25340aaa510eadd04701e136feb076:441826efb09a6cf80e9b36a3f50867b1a3661bed-0

Packages                   : cyvcf2=0.11.5,click=6.7
# packages                 : 2
Mulled name                : mulled-v2-e88f1ba37a8a785d7af0ad5738cc264627664a54:641683f4e451dd5aab99e5f259eb85fb56678143
Image Name                 : mulled-v2-e88f1ba37a8a785d7af0ad5738cc264627664a54
Version/Tag Name           : 641683f4e451dd5aab99e5f259eb85fb56678143
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-e88f1ba37a8a785d7af0ad5738cc264627664a54
Docker pull command (quess): quay.io/biocontainers/mulled-v2-e88f1ba37a8a785d7af0ad5738cc264627664a54:641683f4e451dd5aab99e5f259eb85fb56678143-0

Packages                   : vtools=1.0.0,jq=1.6
# packages                 : 2
Mulled name                : mulled-v2-39d70e94b97282a774310bb60bbc0f84cc74a169:3eb78a136f356c807b57330eb6b724f488735b2a
Image Name                 : mulled-v2-39d70e94b97282a774310bb60bbc0f84cc74a169
Version/Tag Name           : 3eb78a136f356c807b57330eb6b724f488735b2a
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-39d70e94b97282a774310bb60bbc0f84cc74a169
Docker pull command (quess): quay.io/biocontainers/mulled-v2-39d70e94b97282a774310bb60bbc0f84cc74a169:3eb78a136f356c807b57330eb6b724f488735b2a-0

Packages                   : pgx-variant-tools=0.0.2=py_2,locus_processing=0.0.4,snakemake-minimal=5.10.0,biopython=1.76,pyyaml=3.12
# packages                 : 5
Mulled name                : mulled-v2-f642d1155e8e31eb7e6658d490a748789c8de063:473eb72123053c532175b0819928922119fd5123
Image Name                 : mulled-v2-f642d1155e8e31eb7e6658d490a748789c8de063
Version/Tag Name           : 473eb72123053c532175b0819928922119fd5123
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-f642d1155e8e31eb7e6658d490a748789c8de063
Docker pull command (quess): quay.io/biocontainers/mulled-v2-f642d1155e8e31eb7e6658d490a748789c8de063:473eb72123053c532175b0819928922119fd5123-0

Packages                   : biopython=1.76,pybedtools=0.8.1,locus_processing=0.0.4,pyyaml=3.12
# packages                 : 4
Mulled name                : mulled-v2-3ef739b7817675105a1456a4a3f20a2dda4c0a88:3923d1d7aa05ff5c07d67fe944fa90d1312d7a88
Image Name                 : mulled-v2-3ef739b7817675105a1456a4a3f20a2dda4c0a88
Version/Tag Name           : 3923d1d7aa05ff5c07d67fe944fa90d1312d7a88
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-3ef739b7817675105a1456a4a3f20a2dda4c0a88
Docker pull command (quess): quay.io/biocontainers/mulled-v2-3ef739b7817675105a1456a4a3f20a2dda4c0a88:3923d1d7aa05ff5c07d67fe944fa90d1312d7a88-0

Packages                   : bedtools=2.27.1,grep=2.14,gawk=5.0.1
# packages                 : 3
Mulled name                : mulled-v2-22105f082fdf56207f1dcc5b6da71a14394e28d7:387d955c0a2cdb831ec519d636e4ffd7062d6ae1
Image Name                 : mulled-v2-22105f082fdf56207f1dcc5b6da71a14394e28d7
Version/Tag Name           : 387d955c0a2cdb831ec519d636e4ffd7062d6ae1
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-22105f082fdf56207f1dcc5b6da71a14394e28d7
Docker pull command (quess): quay.io/biocontainers/mulled-v2-22105f082fdf56207f1dcc5b6da71a14394e28d7:387d955c0a2cdb831ec519d636e4ffd7062d6ae1-0

Packages                   : bedtools=2.27.1,grep=2.14,gawk=5.0.1,click=7,python=3.7
# packages                 : 5
Mulled name                : mulled-v2-a4b89e0b16b1d7db92e5a069e5c40405b3b53aab:98c4ac2f0e27869be58f6a4d8bb7ae3bc02a3a70
Image Name                 : mulled-v2-a4b89e0b16b1d7db92e5a069e5c40405b3b53aab
Version/Tag Name           : 98c4ac2f0e27869be58f6a4d8bb7ae3bc02a3a70
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-a4b89e0b16b1d7db92e5a069e5c40405b3b53aab
Docker pull command (quess): quay.io/biocontainers/mulled-v2-a4b89e0b16b1d7db92e5a069e5c40405b3b53aab:98c4ac2f0e27869be58f6a4d8bb7ae3bc02a3a70-0

Packages                   : bedtools=2.17.0--0,python=2.7.13
# packages                 : 2
Mulled name                : mulled-v2-a9ddcbd438a66450297b5e0b61ac390ee9bfdb61:bd46d310ab801877974d886ba7ccb1bc7282954e
Image Name                 : mulled-v2-a9ddcbd438a66450297b5e0b61ac390ee9bfdb61
Version/Tag Name           : bd46d310ab801877974d886ba7ccb1bc7282954e
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-a9ddcbd438a66450297b5e0b61ac390ee9bfdb61
Docker pull command (quess): quay.io/biocontainers/mulled-v2-a9ddcbd438a66450297b5e0b61ac390ee9bfdb61:bd46d310ab801877974d886ba7ccb1bc7282954e-0

Packages                   : bioconductor-rtracklayer=1.42.1,bioconductor-biostrings=2.50.2,r-optparse=1.6.4
# packages                 : 3
Mulled name                : mulled-v2-801ee4d54ea5535b9e27d670e802e754f11ac843:2b5f053e42e86c6979da1049e47bee54a384b212
Image Name                 : mulled-v2-801ee4d54ea5535b9e27d670e802e754f11ac843
Version/Tag Name           : 2b5f053e42e86c6979da1049e47bee54a384b212
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-801ee4d54ea5535b9e27d670e802e754f11ac843
Docker pull command (quess): quay.io/biocontainers/mulled-v2-801ee4d54ea5535b9e27d670e802e754f11ac843:2b5f053e42e86c6979da1049e47bee54a384b212-0

Packages                   : varscan=2.4.2,samtools=1.3.1,tabix=0.2.6,grep=2.14
# packages                 : 4
Mulled name                : mulled-v2-58936b48a08c4e06505165c6f560ec9460b431ea:ef260d10ee671f4c7bd8e783939839bb2e0b684e
Image Name                 : mulled-v2-58936b48a08c4e06505165c6f560ec9460b431ea
Version/Tag Name           : ef260d10ee671f4c7bd8e783939839bb2e0b684e
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-58936b48a08c4e06505165c6f560ec9460b431ea
Docker pull command (quess): quay.io/biocontainers/mulled-v2-58936b48a08c4e06505165c6f560ec9460b431ea:ef260d10ee671f4c7bd8e783939839bb2e0b684e-0

Packages                   : bioconductor-dropletutils=1.6.1,openblas=0.3.9,r-matrix=1.2,r-ggplot2=3.2.1,r-optparse=1.6.4,r-gridextra=2.3,bioconductor-delayedarray=0.12.0
# packages                 : 7
Mulled name                : mulled-v2-4bbe77c5c2a7537661420c6efab7d21a32eb4518:4b6cad4f7c91142768956b69e75f502d20c3b9c1
Image Name                 : mulled-v2-4bbe77c5c2a7537661420c6efab7d21a32eb4518
Version/Tag Name           : 4b6cad4f7c91142768956b69e75f502d20c3b9c1
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-4bbe77c5c2a7537661420c6efab7d21a32eb4518
Docker pull command (quess): quay.io/biocontainers/mulled-v2-4bbe77c5c2a7537661420c6efab7d21a32eb4518:4b6cad4f7c91142768956b69e75f502d20c3b9c1-0

Packages                   : scipy=1.4.1,pandas=1.0.1
# packages                 : 2
Mulled name                : mulled-v2-a1289c2d7470e63e3c3a9f6131984bbf7c28ad45:917d052ed683a112b6a0212c34d4348547fe45f0
Image Name                 : mulled-v2-a1289c2d7470e63e3c3a9f6131984bbf7c28ad45
Version/Tag Name           : 917d052ed683a112b6a0212c34d4348547fe45f0
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-a1289c2d7470e63e3c3a9f6131984bbf7c28ad45
Docker pull command (quess): quay.io/biocontainers/mulled-v2-a1289c2d7470e63e3c3a9f6131984bbf7c28ad45:917d052ed683a112b6a0212c34d4348547fe45f0-0

Packages                   : scipy=1.4.1,pandas=1.0.1,file=5.37
# packages                 : 3
Mulled name                : mulled-v2-74734dcda2629ab9617c160d4575f2a8ce09a34a:cb32f1c9e23db7b12d0abbc867adb71b5b30c360
Image Name                 : mulled-v2-74734dcda2629ab9617c160d4575f2a8ce09a34a
Version/Tag Name           : cb32f1c9e23db7b12d0abbc867adb71b5b30c360
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-74734dcda2629ab9617c160d4575f2a8ce09a34a
Docker pull command (quess): quay.io/biocontainers/mulled-v2-74734dcda2629ab9617c160d4575f2a8ce09a34a:cb32f1c9e23db7b12d0abbc867adb71b5b30c360-0

Packages                   : bx-python=0.7.1,galaxy-ops=1.0.0
# packages                 : 2
Mulled name                : mulled-v2-b3c6e81ffe4214facad8cac2879964324c7c4bc8:97b85be4266f8a67b2121310dd1e5055bb86e7bc
Image Name                 : mulled-v2-b3c6e81ffe4214facad8cac2879964324c7c4bc8
Version/Tag Name           : 97b85be4266f8a67b2121310dd1e5055bb86e7bc
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-b3c6e81ffe4214facad8cac2879964324c7c4bc8
Docker pull command (quess): quay.io/biocontainers/mulled-v2-b3c6e81ffe4214facad8cac2879964324c7c4bc8:97b85be4266f8a67b2121310dd1e5055bb86e7bc-0

Packages                   : r-seurat=3.1.5,r-rmarkdown=2.2
# packages                 : 2
Mulled name                : mulled-v2-1e130ecd2c6e47cf1d1e8de7f0c8b6446e279444:5b46b78ff7f2f2a988343156a662dd09b1181f28
Image Name                 : mulled-v2-1e130ecd2c6e47cf1d1e8de7f0c8b6446e279444
Version/Tag Name           : 5b46b78ff7f2f2a988343156a662dd09b1181f28
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-1e130ecd2c6e47cf1d1e8de7f0c8b6446e279444
Docker pull command (quess): quay.io/biocontainers/mulled-v2-1e130ecd2c6e47cf1d1e8de7f0c8b6446e279444:5b46b78ff7f2f2a988343156a662dd09b1181f28-0

Packages                   : biopython=1.76
# packages                 : 1
Mulled name                : biopython:1.76
Image Name                 : biopython
Version/Tag Name           : 1.76
Quay.io URL                : https://quay.io/repository/biocontainers/biopython
Docker pull command (quess): quay.io/biocontainers/biopython:1.76-0

Packages                   : singularity=3.5.3
# packages                 : 1
Mulled name                : singularity:3.5.3
Image Name                 : singularity
Version/Tag Name           : 3.5.3
Quay.io URL                : https://quay.io/repository/biocontainers/singularity
Docker pull command (quess): quay.io/biocontainers/singularity:3.5.3-0

Packages                   : bioconductor-biocgenerics=0.30.0,bioconductor-summarizedexperiment=1.14.0,metaphlan2=2.9.21,python=3.7.3,pyyaml=5.1.2,r-argparse=2.0.1,r-base=3.6.1,r-basejump=0.11.18,r-bcbiobase=0.6.10,r-bcbiornaseq=0.3.28,r-brio=0.3.11,r-deseqanalysis=0.2.10,r-goalie=0.3.10,sambamba=0.7.0
# packages                 : 14
Mulled name                : mulled-v2-09445e865b5f46b85246df01e549bce73e909204:0ef312971dfcac2839270dbbe721ef22daa077f5
Image Name                 : mulled-v2-09445e865b5f46b85246df01e549bce73e909204
Version/Tag Name           : 0ef312971dfcac2839270dbbe721ef22daa077f5
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-09445e865b5f46b85246df01e549bce73e909204
Docker pull command (quess): quay.io/biocontainers/mulled-v2-09445e865b5f46b85246df01e549bce73e909204:0ef312971dfcac2839270dbbe721ef22daa077f5-0

Packages                   : bedtools=2.29.0,bioconductor-biocparallel=1.18.0,bioconductor-deseq2=1.24.0,bioconductor-limma=3.40.2,bioconductor-rhdf5=2.28.0,bioconductor-rtracklayer=1.44.2,bioconductor-tximport=1.12.3,bx-python=0.8.4,fastqc=0.11.7,gatk4=4.1.3.0,gffread=0.11.4,kallisto=0.46.0,kraken2=2.0.8_beta,multiqc=1.7,ngmerge=0.3,numpy=1.17.2,openjdk=8.0.192=h14c3975_1003,pandas=0.25.1,picard=2.19.2,pysam=0.15.4,python=3.6.7,qualimap=2.2.2c,r-argparse=2.0.1,r-data.table=1.12.2,r-dplyr=0.8.3,r-magrittr=1.5,rna-seqc=2.3.4,r-readr=1.3.1,r-stringi=1.4.3,r-xlsx=0.6.1,salmon=1.1.0,sambamba=0.7.0,samtools=1.9,star=2.7.2b,tzcode,ucsc-gtftogenepred=377
# packages                 : 36
Mulled name                : mulled-v2-80ff7b912eeaf2cbbd3817e0c578995b127f789c:d0717edaa6a56ed8e655ac68d58a7e2550e2c0cf
Image Name                 : mulled-v2-80ff7b912eeaf2cbbd3817e0c578995b127f789c
Version/Tag Name           : d0717edaa6a56ed8e655ac68d58a7e2550e2c0cf
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-80ff7b912eeaf2cbbd3817e0c578995b127f789c
Docker pull command (quess): quay.io/biocontainers/mulled-v2-80ff7b912eeaf2cbbd3817e0c578995b127f789c:d0717edaa6a56ed8e655ac68d58a7e2550e2c0cf-0

Packages                   : r-readr=1.3.1
# packages                 : 1
Mulled name                : r-readr:1.3.1
Image Name                 : r-readr
Version/Tag Name           : 1.3.1
Quay.io URL                : https://quay.io/repository/biocontainers/r-readr
Docker pull command (quess): quay.io/biocontainers/r-readr:1.3.1-0

Packages                   : ambertools=20.4
# packages                 : 1
Mulled name                : ambertools:20.4
Image Name                 : ambertools
Version/Tag Name           : 20.4
Quay.io URL                : https://quay.io/repository/biocontainers/ambertools
Docker pull command (quess): quay.io/biocontainers/ambertools:20.4-0

Packages                   : picard=2.22.8--0,bwa=0.7.17
# packages                 : 2
Mulled name                : mulled-v2-002f51ea92721407ef440b921fb5940f424be842:913783aec8520a31cb4431ff1d9fdec604379221
Image Name                 : mulled-v2-002f51ea92721407ef440b921fb5940f424be842
Version/Tag Name           : 913783aec8520a31cb4431ff1d9fdec604379221
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-002f51ea92721407ef440b921fb5940f424be842
Docker pull command (quess): quay.io/biocontainers/mulled-v2-002f51ea92721407ef440b921fb5940f424be842:913783aec8520a31cb4431ff1d9fdec604379221-0

Packages                   : whatshap=1.0--py37h9a982cc_1,tabix=0.2.6--ha92aebf_0
# packages                 : 2
Mulled name                : mulled-v2-5c61fe1d8c284dd05d26238ce877aa323205bf82:07ec16c11c7832cb867583b82017b294081c7ba0
Image Name                 : mulled-v2-5c61fe1d8c284dd05d26238ce877aa323205bf82
Version/Tag Name           : 07ec16c11c7832cb867583b82017b294081c7ba0
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-5c61fe1d8c284dd05d26238ce877aa323205bf82
Docker pull command (quess): quay.io/biocontainers/mulled-v2-5c61fe1d8c284dd05d26238ce877aa323205bf82:07ec16c11c7832cb867583b82017b294081c7ba0-0

Packages                   : rsem=1.3.3,star=2.7.6a
# packages                 : 2
Mulled name                : mulled-v2-cf0123ef83b3c38c13e3b0696a3f285d3f20f15b:606b713ec440e799d53a2b51a6e79dbfd28ecf3e
Image Name                 : mulled-v2-cf0123ef83b3c38c13e3b0696a3f285d3f20f15b
Version/Tag Name           : 606b713ec440e799d53a2b51a6e79dbfd28ecf3e
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-cf0123ef83b3c38c13e3b0696a3f285d3f20f15b
Docker pull command (quess): quay.io/biocontainers/mulled-v2-cf0123ef83b3c38c13e3b0696a3f285d3f20f15b:606b713ec440e799d53a2b51a6e79dbfd28ecf3e-0

Packages                   : r-gridextra=2.3,bioconductor-cardinal=2.6.0
# packages                 : 2
Mulled name                : mulled-v2-a29bf77f9d033cd859df54feb14550c233e090f2:e1cdc07841f0afd18db6c86187994920e4c7c44b
Image Name                 : mulled-v2-a29bf77f9d033cd859df54feb14550c233e090f2
Version/Tag Name           : e1cdc07841f0afd18db6c86187994920e4c7c44b
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-a29bf77f9d033cd859df54feb14550c233e090f2
Docker pull command (quess): quay.io/biocontainers/mulled-v2-a29bf77f9d033cd859df54feb14550c233e090f2:e1cdc07841f0afd18db6c86187994920e4c7c44b-0

Packages                   : perl-io-uncompress-gunzip=2.064,pigz=2.3.4
# packages                 : 2
Mulled name                : mulled-v2-07ea3ece1b9227aed818a5572a207d995c02e3d0:1372bc166c2f60386a3c119f21969997eb1ec1e6
Image Name                 : mulled-v2-07ea3ece1b9227aed818a5572a207d995c02e3d0
Version/Tag Name           : 1372bc166c2f60386a3c119f21969997eb1ec1e6
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-07ea3ece1b9227aed818a5572a207d995c02e3d0
Docker pull command (quess): quay.io/biocontainers/mulled-v2-07ea3ece1b9227aed818a5572a207d995c02e3d0:1372bc166c2f60386a3c119f21969997eb1ec1e6-0

Packages                   : bowtie2=2.4.1,samtools=1.9,pigz=2.3.4
# packages                 : 3
Mulled name                : mulled-v2-ac74a7f02cebcfcc07d8e8d1d750af9c83b4d45a:f480262c6feea34eb5a49c4fdfbb4986490fefbb
Image Name                 : mulled-v2-ac74a7f02cebcfcc07d8e8d1d750af9c83b4d45a
Version/Tag Name           : f480262c6feea34eb5a49c4fdfbb4986490fefbb
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-ac74a7f02cebcfcc07d8e8d1d750af9c83b4d45a
Docker pull command (quess): quay.io/biocontainers/mulled-v2-ac74a7f02cebcfcc07d8e8d1d750af9c83b4d45a:f480262c6feea34eb5a49c4fdfbb4986490fefbb-0

Packages                   : bedtools=2.29.0,pigz=2.3.4
# packages                 : 2
Mulled name                : mulled-v2-c8623b4f6522dddd48913bd12dcf405d1d4f0ce1:10e4c359b727e884f6e19ee978f89c44dbaca255
Image Name                 : mulled-v2-c8623b4f6522dddd48913bd12dcf405d1d4f0ce1
Version/Tag Name           : 10e4c359b727e884f6e19ee978f89c44dbaca255
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-c8623b4f6522dddd48913bd12dcf405d1d4f0ce1
Docker pull command (quess): quay.io/biocontainers/mulled-v2-c8623b4f6522dddd48913bd12dcf405d1d4f0ce1:10e4c359b727e884f6e19ee978f89c44dbaca255-0

Packages                   : pandas=0.24.2,pigz=2.3.4
# packages                 : 2
Mulled name                : mulled-v2-ccd4ff06b8023185d0deb02b965a1d0f166896aa:dc4f57656c582f41e3b608365c900a485379b0c7
Image Name                 : mulled-v2-ccd4ff06b8023185d0deb02b965a1d0f166896aa
Version/Tag Name           : dc4f57656c582f41e3b608365c900a485379b0c7
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-ccd4ff06b8023185d0deb02b965a1d0f166896aa
Docker pull command (quess): quay.io/biocontainers/mulled-v2-ccd4ff06b8023185d0deb02b965a1d0f166896aa:dc4f57656c582f41e3b608365c900a485379b0c7-0

Packages                   : star=2.7.5b,samtools=1.9,pigz=2.3.4
# packages                 : 3
Mulled name                : mulled-v2-ddbe0c33c0283cdfbbef9c83d56d6b4ee20cf1bb:22519aaa3034a2293413ee24e6c4fbf0bed96169
Image Name                 : mulled-v2-ddbe0c33c0283cdfbbef9c83d56d6b4ee20cf1bb
Version/Tag Name           : 22519aaa3034a2293413ee24e6c4fbf0bed96169
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-ddbe0c33c0283cdfbbef9c83d56d6b4ee20cf1bb
Docker pull command (quess): quay.io/biocontainers/mulled-v2-ddbe0c33c0283cdfbbef9c83d56d6b4ee20cf1bb:22519aaa3034a2293413ee24e6c4fbf0bed96169-0

Packages                   : umi_tools=1.0.1,samtools=1.1.0
# packages                 : 2
Mulled name                : mulled-v2-509311a44630c01d9cb7d2ac5727725f51ea43af:b4c5bc18f99e35cd061328b98f501aa7b9717308
Image Name                 : mulled-v2-509311a44630c01d9cb7d2ac5727725f51ea43af
Version/Tag Name           : b4c5bc18f99e35cd061328b98f501aa7b9717308
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-509311a44630c01d9cb7d2ac5727725f51ea43af
Docker pull command (quess): quay.io/biocontainers/mulled-v2-509311a44630c01d9cb7d2ac5727725f51ea43af:b4c5bc18f99e35cd061328b98f501aa7b9717308-0

Packages                   : icount=2.0.0,bedtools=2.28.0,pigz=2.3.4
# packages                 : 3
Mulled name                : mulled-v2-72b6e5587e443030dafa3295501578c42d27520f:b2abdf2431759fbb85efa4b0323719d6df878912
Image Name                 : mulled-v2-72b6e5587e443030dafa3295501578c42d27520f
Version/Tag Name           : b2abdf2431759fbb85efa4b0323719d6df878912
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-72b6e5587e443030dafa3295501578c42d27520f
Docker pull command (quess): quay.io/biocontainers/mulled-v2-72b6e5587e443030dafa3295501578c42d27520f:b2abdf2431759fbb85efa4b0323719d6df878912-0

Packages                   : r-base=4.0.2,seacr=1.3,bedtools=2.29.2
# packages                 : 3
Mulled name                : mulled-v2-03bfeb32fe80910c231f630d4262b83677c8c0f4:5bb5ed4307a8187a7f34730b00431de93688fa59
Image Name                 : mulled-v2-03bfeb32fe80910c231f630d4262b83677c8c0f4
Version/Tag Name           : 5bb5ed4307a8187a7f34730b00431de93688fa59
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-03bfeb32fe80910c231f630d4262b83677c8c0f4
Docker pull command (quess): quay.io/biocontainers/mulled-v2-03bfeb32fe80910c231f630d4262b83677c8c0f4:5bb5ed4307a8187a7f34730b00431de93688fa59-0

Packages                   : r-base=4.0.2,seacr=1.3,bedtools=2.30.0
# packages                 : 3
Mulled name                : mulled-v2-03bfeb32fe80910c231f630d4262b83677c8c0f4:f4bb19b68e66de27e4c64306f951d5ff11919931
Image Name                 : mulled-v2-03bfeb32fe80910c231f630d4262b83677c8c0f4
Version/Tag Name           : f4bb19b68e66de27e4c64306f951d5ff11919931
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-03bfeb32fe80910c231f630d4262b83677c8c0f4
Docker pull command (quess): quay.io/biocontainers/mulled-v2-03bfeb32fe80910c231f630d4262b83677c8c0f4:f4bb19b68e66de27e4c64306f951d5ff11919931-0

Packages                   : nanopolish=0.13.2,samtools=1.10,minimap2=2.17
# packages                 : 3
Mulled name                : mulled-v2-47609127678014b991aafdfe3c9141852f17fee7:11970b07a8fd8f9441c3235a979d527c7df52d34
Image Name                 : mulled-v2-47609127678014b991aafdfe3c9141852f17fee7
Version/Tag Name           : 11970b07a8fd8f9441c3235a979d527c7df52d34
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-47609127678014b991aafdfe3c9141852f17fee7
Docker pull command (quess): quay.io/biocontainers/mulled-v2-47609127678014b991aafdfe3c9141852f17fee7:11970b07a8fd8f9441c3235a979d527c7df52d34-0

Packages                   : r-base=4.0.3,r-optparse=1.6.6,r-ggplot2=3.3.2,r-rcolorbrewer=1.1_2,r-pheatmap=1.0.12,bioconductor-deseq2=1.28.0,bioconductor-biocparallel=1.22.0,bioconductor-tximport=1.16.0,bioconductor-complexheatmap=2.4.2
# packages                 : 9
Mulled name                : mulled-v2-8849acf39a43cdd6c839a369a74c0adc823e2f91:ab110436faf952a33575c64dd74615a84011450b
Image Name                 : mulled-v2-8849acf39a43cdd6c839a369a74c0adc823e2f91
Version/Tag Name           : ab110436faf952a33575c64dd74615a84011450b
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-8849acf39a43cdd6c839a369a74c0adc823e2f91
Docker pull command (quess): quay.io/biocontainers/mulled-v2-8849acf39a43cdd6c839a369a74c0adc823e2f91:ab110436faf952a33575c64dd74615a84011450b-0

Packages                   : fates-emerald=2.0.1
# packages                 : 1
Mulled name                : fates-emerald:2.0.1
Image Name                 : fates-emerald
Version/Tag Name           : 2.0.1
Quay.io URL                : https://quay.io/repository/biocontainers/fates-emerald
Docker pull command (quess): quay.io/biocontainers/fates-emerald:2.0.1-0

Packages                   : trimmomatic=0.38,coreutils=8.25
# packages                 : 2
Mulled name                : mulled-v2-e1a6ade46756da3bd8ceef31e6d2e7645f383a87:5cea15127895d50e80d4a0350938adabaf77375e
Image Name                 : mulled-v2-e1a6ade46756da3bd8ceef31e6d2e7645f383a87
Version/Tag Name           : 5cea15127895d50e80d4a0350938adabaf77375e
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-e1a6ade46756da3bd8ceef31e6d2e7645f383a87
Docker pull command (quess): quay.io/biocontainers/mulled-v2-e1a6ade46756da3bd8ceef31e6d2e7645f383a87:5cea15127895d50e80d4a0350938adabaf77375e-0

Packages                   : python=3.7
# packages                 : 1
Mulled name                : python:3.7
Image Name                 : python
Version/Tag Name           : 3.7
Quay.io URL                : https://quay.io/repository/biocontainers/python
Docker pull command (quess): quay.io/biocontainers/python:3.7-0

Packages                   : python=3.8
# packages                 : 1
Mulled name                : python:3.8
Image Name                 : python
Version/Tag Name           : 3.8
Quay.io URL                : https://quay.io/repository/biocontainers/python
Docker pull command (quess): quay.io/biocontainers/python:3.8-0

Packages                   : python=3.9
# packages                 : 1
Mulled name                : python:3.9
Image Name                 : python
Version/Tag Name           : 3.9
Quay.io URL                : https://quay.io/repository/biocontainers/python
Docker pull command (quess): quay.io/biocontainers/python:3.9-0

Packages                   : samtools=1.11,bowtie=1.3.0
# packages                 : 2
Mulled name                : mulled-v2-ffbf83a6b0ab6ec567a336cf349b80637135bca3:9e14e16c284d6860574cf5b624bbc44c793cb024
Image Name                 : mulled-v2-ffbf83a6b0ab6ec567a336cf349b80637135bca3
Version/Tag Name           : 9e14e16c284d6860574cf5b624bbc44c793cb024
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-ffbf83a6b0ab6ec567a336cf349b80637135bca3
Docker pull command (quess): quay.io/biocontainers/mulled-v2-ffbf83a6b0ab6ec567a336cf349b80637135bca3:9e14e16c284d6860574cf5b624bbc44c793cb024-0

Packages                   : samtools=1.15.1,bowtie=1.3.0
# packages                 : 2
Mulled name                : mulled-v2-ffbf83a6b0ab6ec567a336cf349b80637135bca3:676c5bcfe34af6097728fea60fb7ea83f94a4a5f
Image Name                 : mulled-v2-ffbf83a6b0ab6ec567a336cf349b80637135bca3
Version/Tag Name           : 676c5bcfe34af6097728fea60fb7ea83f94a4a5f
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-ffbf83a6b0ab6ec567a336cf349b80637135bca3
Docker pull command (quess): quay.io/biocontainers/mulled-v2-ffbf83a6b0ab6ec567a336cf349b80637135bca3:676c5bcfe34af6097728fea60fb7ea83f94a4a5f-0

Packages                   : searchgui=4.0.4,zip=3.0
# packages                 : 2
Mulled name                : mulled-v2-acf99cbb135cc424f45ce1a249fa6493ecc94261:bdb763fa91952b8b8ea4c25f855aed04d4732217
Image Name                 : mulled-v2-acf99cbb135cc424f45ce1a249fa6493ecc94261
Version/Tag Name           : bdb763fa91952b8b8ea4c25f855aed04d4732217
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-acf99cbb135cc424f45ce1a249fa6493ecc94261
Docker pull command (quess): quay.io/biocontainers/mulled-v2-acf99cbb135cc424f45ce1a249fa6493ecc94261:bdb763fa91952b8b8ea4c25f855aed04d4732217-0

Packages                   : bowtie2=2.4.2,samtools=1.11,pigz=2.3.4
# packages                 : 3
Mulled name                : mulled-v2-ac74a7f02cebcfcc07d8e8d1d750af9c83b4d45a:577a697be67b5ae9b16f637fd723b8263a3898b3
Image Name                 : mulled-v2-ac74a7f02cebcfcc07d8e8d1d750af9c83b4d45a
Version/Tag Name           : 577a697be67b5ae9b16f637fd723b8263a3898b3
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-ac74a7f02cebcfcc07d8e8d1d750af9c83b4d45a
Docker pull command (quess): quay.io/biocontainers/mulled-v2-ac74a7f02cebcfcc07d8e8d1d750af9c83b4d45a:577a697be67b5ae9b16f637fd723b8263a3898b3-0

Packages                   : r-base=4.0,bioconductor-edger=3.32.0,bioconductor-limma=3.46.0,r-rjson=0.2.20,r-getopt=1.20.3,r-statmod=1.4.35,r-scales=1.1.1
# packages                 : 7
Mulled name                : mulled-v2-7445b992f9400d004595e5fb99676f4f08495c98:c244673398b7f7e7bf36e118f7f09111615497e1
Image Name                 : mulled-v2-7445b992f9400d004595e5fb99676f4f08495c98
Version/Tag Name           : c244673398b7f7e7bf36e118f7f09111615497e1
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-7445b992f9400d004595e5fb99676f4f08495c98
Docker pull command (quess): quay.io/biocontainers/mulled-v2-7445b992f9400d004595e5fb99676f4f08495c98:c244673398b7f7e7bf36e118f7f09111615497e1-0

Packages                   : qcat=1.1.0,pigz=2.3.4
# packages                 : 2
Mulled name                : mulled-v2-b76b9c97059aba0cac1156d62c59eeec8c660e80:42e0b9d57cee5a095179c103e61618949bbc6e3f
Image Name                 : mulled-v2-b76b9c97059aba0cac1156d62c59eeec8c660e80
Version/Tag Name           : 42e0b9d57cee5a095179c103e61618949bbc6e3f
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-b76b9c97059aba0cac1156d62c59eeec8c660e80
Docker pull command (quess): quay.io/biocontainers/mulled-v2-b76b9c97059aba0cac1156d62c59eeec8c660e80:42e0b9d57cee5a095179c103e61618949bbc6e3f-0

Packages                   : r-base=4.0.2,r-devtools=2.3.2,r-gmodels=2.18.1,r-optparse=1.6.6,bioconductor-deseq2=1.30.0,bioconductor-edger=3.32.0,bioconductor-genomicalignments=1.26.0,bioconductor-org.hs.eg.db=3.12.0,bioconductor-rsubread=2.4.0
# packages                 : 9
Mulled name                : mulled-v2-af7a02daa397fa4673d5ff55e07f88efc439e029:03fe88ab099db5f6270fb75fa26e934667c93410
Image Name                 : mulled-v2-af7a02daa397fa4673d5ff55e07f88efc439e029
Version/Tag Name           : 03fe88ab099db5f6270fb75fa26e934667c93410
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-af7a02daa397fa4673d5ff55e07f88efc439e029
Docker pull command (quess): quay.io/biocontainers/mulled-v2-af7a02daa397fa4673d5ff55e07f88efc439e029:03fe88ab099db5f6270fb75fa26e934667c93410-0

Packages                   : r-base=4.0.3,r-reshape2=1.4.4,r-optparse=1.6.6,r-ggplot2=3.3.3,r-scales=1.1.1,r-viridis=0.5.1,r-tidyverse=1.3.0,bioconductor-biostrings=2.58.0,bioconductor-complexheatmap=2.6.2
# packages                 : 9
Mulled name                : mulled-v2-ad9dd5f398966bf899ae05f8e7c54d0fb10cdfa7:05678da05b8e5a7a5130e90a9f9a6c585b965afa
Image Name                 : mulled-v2-ad9dd5f398966bf899ae05f8e7c54d0fb10cdfa7
Version/Tag Name           : 05678da05b8e5a7a5130e90a9f9a6c585b965afa
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-ad9dd5f398966bf899ae05f8e7c54d0fb10cdfa7
Docker pull command (quess): quay.io/biocontainers/mulled-v2-ad9dd5f398966bf899ae05f8e7c54d0fb10cdfa7:05678da05b8e5a7a5130e90a9f9a6c585b965afa-0

Packages                   : metabat2=2.15,python=3.6.7,biopython=1.74,pandas=1.1.5
# packages                 : 4
Mulled name                : mulled-v2-e25d1fa2bb6cbacd47a4f8b2308bd01ba38c5dd7:75310f02364a762e6ba5206fcd11d7529534ed6e
Image Name                 : mulled-v2-e25d1fa2bb6cbacd47a4f8b2308bd01ba38c5dd7
Version/Tag Name           : 75310f02364a762e6ba5206fcd11d7529534ed6e
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-e25d1fa2bb6cbacd47a4f8b2308bd01ba38c5dd7
Docker pull command (quess): quay.io/biocontainers/mulled-v2-e25d1fa2bb6cbacd47a4f8b2308bd01ba38c5dd7:75310f02364a762e6ba5206fcd11d7529534ed6e-0

Packages                   : cd-hit=4.8.1,exonerate=2.4,blast=2.11.0
# packages                 : 3
Mulled name                : mulled-v2-962eae98c9ff8d5b31e1df7e41a355a99e1152c4:0ed9db56fd54cfea67041f80bdd8b8fac575112f
Image Name                 : mulled-v2-962eae98c9ff8d5b31e1df7e41a355a99e1152c4
Version/Tag Name           : 0ed9db56fd54cfea67041f80bdd8b8fac575112f
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-962eae98c9ff8d5b31e1df7e41a355a99e1152c4
Docker pull command (quess): quay.io/biocontainers/mulled-v2-962eae98c9ff8d5b31e1df7e41a355a99e1152c4:0ed9db56fd54cfea67041f80bdd8b8fac575112f-0

Packages                   : trinity=2.9.1,pigz=2.3.4
# packages                 : 2
Mulled name                : mulled-v2-13733e73a40b40f427f5bc7edcfbd4f0dbd27ae0:fcba8b2e03b4c752f3076b94d7c315f77345e143
Image Name                 : mulled-v2-13733e73a40b40f427f5bc7edcfbd4f0dbd27ae0
Version/Tag Name           : fcba8b2e03b4c752f3076b94d7c315f77345e143
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-13733e73a40b40f427f5bc7edcfbd4f0dbd27ae0
Docker pull command (quess): quay.io/biocontainers/mulled-v2-13733e73a40b40f427f5bc7edcfbd4f0dbd27ae0:fcba8b2e03b4c752f3076b94d7c315f77345e143-0

Packages                   : biopython=1.78,pandas=1.1.2,numpy=1.18.1
# packages                 : 3
Mulled name                : mulled-v2-1e9d4f78feac0eb2c8d8246367973b3f6358defc:41ffac721ff9b03ca1121742e969d0e7d78e589f
Image Name                 : mulled-v2-1e9d4f78feac0eb2c8d8246367973b3f6358defc
Version/Tag Name           : 41ffac721ff9b03ca1121742e969d0e7d78e589f
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-1e9d4f78feac0eb2c8d8246367973b3f6358defc
Docker pull command (quess): quay.io/biocontainers/mulled-v2-1e9d4f78feac0eb2c8d8246367973b3f6358defc:41ffac721ff9b03ca1121742e969d0e7d78e589f-0

Packages                   : r-reshape2=1.4.4,r-plotly=4.9.2.1,plotly-orca=3.4.2,r-ggplot2=3.3.0,r-svglite=1.2.3,r-ggthemes=4.2.0,r-knitr=1.29,r-rmarkdown=2.3,r-kableextra=1.1.0
# packages                 : 9
Mulled name                : mulled-v2-3f431f5f8e54df68ea0029c209fce3b154f6e186:94cad00b5306639ceab6aaf211f45740560abb90
Image Name                 : mulled-v2-3f431f5f8e54df68ea0029c209fce3b154f6e186
Version/Tag Name           : 94cad00b5306639ceab6aaf211f45740560abb90
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-3f431f5f8e54df68ea0029c209fce3b154f6e186
Docker pull command (quess): quay.io/biocontainers/mulled-v2-3f431f5f8e54df68ea0029c209fce3b154f6e186:94cad00b5306639ceab6aaf211f45740560abb90-0

Packages                   : pandas=1.1.5
# packages                 : 1
Mulled name                : pandas:1.1.5
Image Name                 : pandas
Version/Tag Name           : 1.1.5
Quay.io URL                : https://quay.io/repository/biocontainers/pandas
Docker pull command (quess): quay.io/biocontainers/pandas:1.1.5-0

Packages                   : velvet=1.2.10,oases=0.2.09
# packages                 : 2
Mulled name                : mulled-v2-8ce10492777ba3fb1db6e6e13fa9b78ac116db2f:f54a9246f1216443f2e0f6de9ec5908ca882f710
Image Name                 : mulled-v2-8ce10492777ba3fb1db6e6e13fa9b78ac116db2f
Version/Tag Name           : f54a9246f1216443f2e0f6de9ec5908ca882f710
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-8ce10492777ba3fb1db6e6e13fa9b78ac116db2f
Docker pull command (quess): quay.io/biocontainers/mulled-v2-8ce10492777ba3fb1db6e6e13fa9b78ac116db2f:f54a9246f1216443f2e0f6de9ec5908ca882f710-0

Packages                   : fred2=2.0.6,mhcflurry=1.4.3,mhcnuggets=2.3.2
# packages                 : 3
Mulled name                : mulled-v2-689ae0756dd82c61400782baaa8a7a1c2289930d:a9e10ca22d4cbcabf6b54f0fb5d766ea16bb171e
Image Name                 : mulled-v2-689ae0756dd82c61400782baaa8a7a1c2289930d
Version/Tag Name           : a9e10ca22d4cbcabf6b54f0fb5d766ea16bb171e
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-689ae0756dd82c61400782baaa8a7a1c2289930d
Docker pull command (quess): quay.io/biocontainers/mulled-v2-689ae0756dd82c61400782baaa8a7a1c2289930d:a9e10ca22d4cbcabf6b54f0fb5d766ea16bb171e-0

Packages                   : changeo=1.0.2,igblast=1.15.0
# packages                 : 2
Mulled name                : mulled-v2-2665a8a48fa054ad1fcccf53e711669939b3eac1:09e1470e7d75ed23a083425eb01ce0418c9e8827
Image Name                 : mulled-v2-2665a8a48fa054ad1fcccf53e711669939b3eac1
Version/Tag Name           : 09e1470e7d75ed23a083425eb01ce0418c9e8827
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-2665a8a48fa054ad1fcccf53e711669939b3eac1
Docker pull command (quess): quay.io/biocontainers/mulled-v2-2665a8a48fa054ad1fcccf53e711669939b3eac1:09e1470e7d75ed23a083425eb01ce0418c9e8827-0

Packages                   : homer=4.11,samtools=1.11,r-base=4.0.2,bioconductor-deseq2=1.30.0,bioconductor-edger=3.32.0,perl=5.26.2
# packages                 : 6
Mulled name                : mulled-v2-29293b111ffe5b4c1d1e14c711264aaed6b97b4a:594338b771cacf1623bd27772b5e12825f8835f2
Image Name                 : mulled-v2-29293b111ffe5b4c1d1e14c711264aaed6b97b4a
Version/Tag Name           : 594338b771cacf1623bd27772b5e12825f8835f2
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-29293b111ffe5b4c1d1e14c711264aaed6b97b4a
Docker pull command (quess): quay.io/biocontainers/mulled-v2-29293b111ffe5b4c1d1e14c711264aaed6b97b4a:594338b771cacf1623bd27772b5e12825f8835f2-0

Packages                   : umi_tools=1.1.1,samtools=1.10
# packages                 : 2
Mulled name                : mulled-v2-509311a44630c01d9cb7d2ac5727725f51ea43af:3067b520386698317fd507c413baf7f901666fd4
Image Name                 : mulled-v2-509311a44630c01d9cb7d2ac5727725f51ea43af
Version/Tag Name           : 3067b520386698317fd507c413baf7f901666fd4
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-509311a44630c01d9cb7d2ac5727725f51ea43af
Docker pull command (quess): quay.io/biocontainers/mulled-v2-509311a44630c01d9cb7d2ac5727725f51ea43af:3067b520386698317fd507c413baf7f901666fd4-0

Packages                   : pigz=2.3.4
# packages                 : 1
Mulled name                : pigz:2.3.4
Image Name                 : pigz
Version/Tag Name           : 2.3.4
Quay.io URL                : https://quay.io/repository/biocontainers/pigz
Docker pull command (quess): quay.io/biocontainers/pigz:2.3.4-0

Packages                   : jq=1.6
# packages                 : 1
Mulled name                : jq:1.6
Image Name                 : jq
Version/Tag Name           : 1.6
Quay.io URL                : https://quay.io/repository/biocontainers/jq
Docker pull command (quess): quay.io/biocontainers/jq:1.6-0

Packages                   : r-base=4.0.3,r-shazam=1.0.2,r-tigger=1.0.0
# packages                 : 3
Mulled name                : mulled-v2-7a85cb3f5408f5df1050596d38a98e0936814ac9:1b65db3c9e51c1eab4d407fc7130dbad5d1bccef
Image Name                 : mulled-v2-7a85cb3f5408f5df1050596d38a98e0936814ac9
Version/Tag Name           : 1b65db3c9e51c1eab4d407fc7130dbad5d1bccef
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-7a85cb3f5408f5df1050596d38a98e0936814ac9
Docker pull command (quess): quay.io/biocontainers/mulled-v2-7a85cb3f5408f5df1050596d38a98e0936814ac9:1b65db3c9e51c1eab4d407fc7130dbad5d1bccef-0

Packages                   : r-base=4.0.3,r-shazam=1.0.2,r-tigger=1.0.0,tzdata=2021a
# packages                 : 4
Mulled name                : mulled-v2-02abbf3250c7d008f9d739d7e72ff16a64ae95fc:a440898f307c775f85c44c2812cb28afd74f011d
Image Name                 : mulled-v2-02abbf3250c7d008f9d739d7e72ff16a64ae95fc
Version/Tag Name           : a440898f307c775f85c44c2812cb28afd74f011d
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-02abbf3250c7d008f9d739d7e72ff16a64ae95fc
Docker pull command (quess): quay.io/biocontainers/mulled-v2-02abbf3250c7d008f9d739d7e72ff16a64ae95fc:a440898f307c775f85c44c2812cb28afd74f011d-0

Packages                   : wget=1.20.1,biopython=1.78,igblast=1.15.0
# packages                 : 3
Mulled name                : mulled-v2-91e61e7331dcf9dede9440679ae179eef1d60410:d7c34e324b30d1d37f98bb56af08b91a4725aa2a
Image Name                 : mulled-v2-91e61e7331dcf9dede9440679ae179eef1d60410
Version/Tag Name           : d7c34e324b30d1d37f98bb56af08b91a4725aa2a
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-91e61e7331dcf9dede9440679ae179eef1d60410
Docker pull command (quess): quay.io/biocontainers/mulled-v2-91e61e7331dcf9dede9440679ae179eef1d60410:d7c34e324b30d1d37f98bb56af08b91a4725aa2a-0

Packages                   : cat=4.6,diamond=2.0.6
# packages                 : 2
Mulled name                : mulled-v2-75e2a26f10cbf3629edf2d1600db3fed5ebe6e04:eae321284604f7dabbdf121e3070bda907b91266
Image Name                 : mulled-v2-75e2a26f10cbf3629edf2d1600db3fed5ebe6e04
Version/Tag Name           : eae321284604f7dabbdf121e3070bda907b91266
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-75e2a26f10cbf3629edf2d1600db3fed5ebe6e04
Docker pull command (quess): quay.io/biocontainers/mulled-v2-75e2a26f10cbf3629edf2d1600db3fed5ebe6e04:eae321284604f7dabbdf121e3070bda907b91266-0

Packages                   : changeo=1.0.2,r-base=4.0.3,r-alakazam=1.0.2,igphyml=1.1.3
# packages                 : 4
Mulled name                : mulled-v2-d432bd3f78aaba1be2f7eb105c18998acb64d739:65ec671cb141d3fa9117e0c37ac9dcb83970c883
Image Name                 : mulled-v2-d432bd3f78aaba1be2f7eb105c18998acb64d739
Version/Tag Name           : 65ec671cb141d3fa9117e0c37ac9dcb83970c883
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-d432bd3f78aaba1be2f7eb105c18998acb64d739
Docker pull command (quess): quay.io/biocontainers/mulled-v2-d432bd3f78aaba1be2f7eb105c18998acb64d739:65ec671cb141d3fa9117e0c37ac9dcb83970c883-0

Packages                   : changeo=1.0.2,r-base=4.0.3,r-alakazam=1.0.2,phylip=3.697
# packages                 : 4
Mulled name                : mulled-v2-afe1e5f3879e265b14ec08dd3a1875df9c23630d:ec93fe5ff5457014204d1537f8b85458056510bb
Image Name                 : mulled-v2-afe1e5f3879e265b14ec08dd3a1875df9c23630d
Version/Tag Name           : ec93fe5ff5457014204d1537f8b85458056510bb
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-afe1e5f3879e265b14ec08dd3a1875df9c23630d
Docker pull command (quess): quay.io/biocontainers/mulled-v2-afe1e5f3879e265b14ec08dd3a1875df9c23630d:ec93fe5ff5457014204d1537f8b85458056510bb-0

Packages                   : r-base=4.0.3,r-alakazam=1.0.2,r-shazam=1.0.2
# packages                 : 3
Mulled name                : mulled-v2-62e1fba87191802d6c6cd9a0faee2e3aba60bcae:bd564bd32d225d1eab3f128ae5276187ea6730d1
Image Name                 : mulled-v2-62e1fba87191802d6c6cd9a0faee2e3aba60bcae
Version/Tag Name           : bd564bd32d225d1eab3f128ae5276187ea6730d1
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-62e1fba87191802d6c6cd9a0faee2e3aba60bcae
Docker pull command (quess): quay.io/biocontainers/mulled-v2-62e1fba87191802d6c6cd9a0faee2e3aba60bcae:bd564bd32d225d1eab3f128ae5276187ea6730d1-0

Packages                   : yara=1.0.2,samtools=1.12
# packages                 : 2
Mulled name                : mulled-v2-f13549097a0d1ca36f9d4f017636fb3609f6c083:f794a548b8692f29264c8984ff116c2141b90d9e
Image Name                 : mulled-v2-f13549097a0d1ca36f9d4f017636fb3609f6c083
Version/Tag Name           : f794a548b8692f29264c8984ff116c2141b90d9e
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-f13549097a0d1ca36f9d4f017636fb3609f6c083
Docker pull command (quess): quay.io/biocontainers/mulled-v2-f13549097a0d1ca36f9d4f017636fb3609f6c083:f794a548b8692f29264c8984ff116c2141b90d9e-0

Packages                   : yara=1.0.2,samtools=1.15.1
# packages                 : 2
Mulled name                : mulled-v2-f13549097a0d1ca36f9d4f017636fb3609f6c083:d6c969c1e20cc02a9234961c07a24bb0887f05ea
Image Name                 : mulled-v2-f13549097a0d1ca36f9d4f017636fb3609f6c083
Version/Tag Name           : d6c969c1e20cc02a9234961c07a24bb0887f05ea
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-f13549097a0d1ca36f9d4f017636fb3609f6c083
Docker pull command (quess): quay.io/biocontainers/mulled-v2-f13549097a0d1ca36f9d4f017636fb3609f6c083:d6c969c1e20cc02a9234961c07a24bb0887f05ea-0

Packages                   : pysam=0.16.0.1,biopython=1.78
# packages                 : 2
Mulled name                : mulled-v2-3a59640f3fe1ed11819984087d31d68600200c3f:185a25ca79923df85b58f42deb48f5ac4481e91f
Image Name                 : mulled-v2-3a59640f3fe1ed11819984087d31d68600200c3f
Version/Tag Name           : 185a25ca79923df85b58f42deb48f5ac4481e91f
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-3a59640f3fe1ed11819984087d31d68600200c3f
Docker pull command (quess): quay.io/biocontainers/mulled-v2-3a59640f3fe1ed11819984087d31d68600200c3f:185a25ca79923df85b58f42deb48f5ac4481e91f-0

Packages                   : rapidnj=2.3.2,biopython=1.78
# packages                 : 2
Mulled name                : mulled-v2-805c6e0f138f952f9c61cdd57c632a1a263ea990:3c52e4c8da6b3e4d69b9ca83fa4d366168898179
Image Name                 : mulled-v2-805c6e0f138f952f9c61cdd57c632a1a263ea990
Version/Tag Name           : 3c52e4c8da6b3e4d69b9ca83fa4d366168898179
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-805c6e0f138f952f9c61cdd57c632a1a263ea990
Docker pull command (quess): quay.io/biocontainers/mulled-v2-805c6e0f138f952f9c61cdd57c632a1a263ea990:3c52e4c8da6b3e4d69b9ca83fa4d366168898179-0

Packages                   : r-base=4.1.1,r-optparse=1.7.1,r-argparse=2.1.3,bioconductor-genomicfeatures=1.46.1,bioconductor-grohmm=1.28.0
# packages                 : 5
Mulled name                : mulled-v2-e9a6cb7894dd2753aff7d9446ea95c962cce8c46:0a46dae3241b1c4f02e46468f5d54eadcf64beca
Image Name                 : mulled-v2-e9a6cb7894dd2753aff7d9446ea95c962cce8c46
Version/Tag Name           : 0a46dae3241b1c4f02e46468f5d54eadcf64beca
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-e9a6cb7894dd2753aff7d9446ea95c962cce8c46
Docker pull command (quess): quay.io/biocontainers/mulled-v2-e9a6cb7894dd2753aff7d9446ea95c962cce8c46:0a46dae3241b1c4f02e46468f5d54eadcf64beca-0

Packages                   : kraken2=2.1.1,pigz=2.6
# packages                 : 2
Mulled name                : mulled-v2-5799ab18b5fc681e75923b2450abaa969907ec98:941789bd7fe00db16531c26de8bf3c5c985242a5
Image Name                 : mulled-v2-5799ab18b5fc681e75923b2450abaa969907ec98
Version/Tag Name           : 941789bd7fe00db16531c26de8bf3c5c985242a5
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-5799ab18b5fc681e75923b2450abaa969907ec98
Docker pull command (quess): quay.io/biocontainers/mulled-v2-5799ab18b5fc681e75923b2450abaa969907ec98:941789bd7fe00db16531c26de8bf3c5c985242a5-0

Packages                   : merqury=1.1,tar=1.34,findutils=4.6.0
# packages                 : 3
Mulled name                : mulled-v2-ead6b5067dcf6a9b1c2fe70d0374c9b37c8b0811:005ee4325438acf6968a25ec229c6d6faca8f9ab
Image Name                 : mulled-v2-ead6b5067dcf6a9b1c2fe70d0374c9b37c8b0811
Version/Tag Name           : 005ee4325438acf6968a25ec229c6d6faca8f9ab
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-ead6b5067dcf6a9b1c2fe70d0374c9b37c8b0811
Docker pull command (quess): quay.io/biocontainers/mulled-v2-ead6b5067dcf6a9b1c2fe70d0374c9b37c8b0811:005ee4325438acf6968a25ec229c6d6faca8f9ab-0

Packages                   : star=2.6.1d,samtools=1.10
# packages                 : 2
Mulled name                : mulled-v2-69a6f67cb46e41b4c393f71634a9956d5e31f3e9:617a494dd0e2f0e83cd3aecc9b384cfab61a52e0
Image Name                 : mulled-v2-69a6f67cb46e41b4c393f71634a9956d5e31f3e9
Version/Tag Name           : 617a494dd0e2f0e83cd3aecc9b384cfab61a52e0
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-69a6f67cb46e41b4c393f71634a9956d5e31f3e9
Docker pull command (quess): quay.io/biocontainers/mulled-v2-69a6f67cb46e41b4c393f71634a9956d5e31f3e9:617a494dd0e2f0e83cd3aecc9b384cfab61a52e0-0

Packages                   : star=2.6.1d,samtools=1.10,gawk=5.1.0
# packages                 : 3
Mulled name                : mulled-v2-1fa26d1ce03c295fe2fdcf85831a92fbcbd7e8c2:59cdd445419f14abac76b31dd0d71217994cbcc9
Image Name                 : mulled-v2-1fa26d1ce03c295fe2fdcf85831a92fbcbd7e8c2
Version/Tag Name           : 59cdd445419f14abac76b31dd0d71217994cbcc9
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-1fa26d1ce03c295fe2fdcf85831a92fbcbd7e8c2
Docker pull command (quess): quay.io/biocontainers/mulled-v2-1fa26d1ce03c295fe2fdcf85831a92fbcbd7e8c2:59cdd445419f14abac76b31dd0d71217994cbcc9-0

Packages                   : planemo=0.74.3,git=2.30.2,galaxyxml=0.4.14
# packages                 : 3
Mulled name                : mulled-v2-c0c9dd2959e833cf8c69ae23a9398ddb0db5c98f:5d3a99482f42f5e17ec122729f67bf7be64df9e9
Image Name                 : mulled-v2-c0c9dd2959e833cf8c69ae23a9398ddb0db5c98f
Version/Tag Name           : 5d3a99482f42f5e17ec122729f67bf7be64df9e9
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-c0c9dd2959e833cf8c69ae23a9398ddb0db5c98f
Docker pull command (quess): quay.io/biocontainers/mulled-v2-c0c9dd2959e833cf8c69ae23a9398ddb0db5c98f:5d3a99482f42f5e17ec122729f67bf7be64df9e9-0

Packages                   : minimap2=2.18,samtools=1.12
# packages                 : 2
Mulled name                : mulled-v2-66534bcbb7031a148b13e2ad42583020b9cd25c4:836eb07132d2de763323bbd4f1083b3fdf328759
Image Name                 : mulled-v2-66534bcbb7031a148b13e2ad42583020b9cd25c4
Version/Tag Name           : 836eb07132d2de763323bbd4f1083b3fdf328759
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-66534bcbb7031a148b13e2ad42583020b9cd25c4
Docker pull command (quess): quay.io/biocontainers/mulled-v2-66534bcbb7031a148b13e2ad42583020b9cd25c4:836eb07132d2de763323bbd4f1083b3fdf328759-0

Packages                   : changeo=1.0.2,igblast=1.15.0,wget=1.20.1
# packages                 : 3
Mulled name                : mulled-v2-7d8e418eb73acc6a80daea8e111c94cf19a4ecfd:e5bd866a6803c301bf10b82e697c5dd2e49810a1
Image Name                 : mulled-v2-7d8e418eb73acc6a80daea8e111c94cf19a4ecfd
Version/Tag Name           : e5bd866a6803c301bf10b82e697c5dd2e49810a1
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-7d8e418eb73acc6a80daea8e111c94cf19a4ecfd
Docker pull command (quess): quay.io/biocontainers/mulled-v2-7d8e418eb73acc6a80daea8e111c94cf19a4ecfd:e5bd866a6803c301bf10b82e697c5dd2e49810a1-0

Packages                   : changeo=1.0.2,igblast=1.15.0,wget=1.20.1
# packages                 : 3
Mulled name                : mulled-v2-7d8e418eb73acc6a80daea8e111c94cf19a4ecfd:e5bd866a6803c301bf10b82e697c5dd2e49810a1
Image Name                 : mulled-v2-7d8e418eb73acc6a80daea8e111c94cf19a4ecfd
Version/Tag Name           : e5bd866a6803c301bf10b82e697c5dd2e49810a1
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-7d8e418eb73acc6a80daea8e111c94cf19a4ecfd
Docker pull command (quess): quay.io/biocontainers/mulled-v2-7d8e418eb73acc6a80daea8e111c94cf19a4ecfd:e5bd866a6803c301bf10b82e697c5dd2e49810a1-0

Packages                   : r-base=4.0.3,r-alakazam=1.0.2,r-shazam=1.0.2,r-kableextra=1.3.4,r-knitr=1.33,r-rmarkdown=2.8,r-stringr=1.4.0,r-dplyr=1.0.6
# packages                 : 8
Mulled name                : mulled-v2-3420a264d7f8006cc73fc3c3843d4545b235404f:4cc818718337222966d00ce39968abea1c328367
Image Name                 : mulled-v2-3420a264d7f8006cc73fc3c3843d4545b235404f
Version/Tag Name           : 4cc818718337222966d00ce39968abea1c328367
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-3420a264d7f8006cc73fc3c3843d4545b235404f
Docker pull command (quess): quay.io/biocontainers/mulled-v2-3420a264d7f8006cc73fc3c3843d4545b235404f:4cc818718337222966d00ce39968abea1c328367-0

Packages                   : bioconductor-biomart=2.46.3,bioconductor-deseq2=1.30.1,bioconductor-genomicranges=1.42.0,bioconductor-rtracklayer=1.50.0,bioconductor-txdb.hsapiens.ucsc.hg19.knowngene=3.2.2,r-base=4.0.3,r-dplyr=1.0.5,r-optparse=1.6.6,r-stringr=1.4.0,r-tidyr=1.1.3
# packages                 : 10
Mulled name                : mulled-v2-af8aff1726c02d034fcc2893e82d8e13ff885f3f:61ef8b726c008f79d954aa881ee4eb1100d9d083
Image Name                 : mulled-v2-af8aff1726c02d034fcc2893e82d8e13ff885f3f
Version/Tag Name           : 61ef8b726c008f79d954aa881ee4eb1100d9d083
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-af8aff1726c02d034fcc2893e82d8e13ff885f3f
Docker pull command (quess): quay.io/biocontainers/mulled-v2-af8aff1726c02d034fcc2893e82d8e13ff885f3f:61ef8b726c008f79d954aa881ee4eb1100d9d083-0

Packages                   : biopython=1.78,pigz=2.6
# packages                 : 2
Mulled name                : mulled-v2-877c4e5a8fad685ea5bde487e04924ac447923b9:b7daa641364165419b9a87d9988bc803f913c5b6
Image Name                 : mulled-v2-877c4e5a8fad685ea5bde487e04924ac447923b9
Version/Tag Name           : b7daa641364165419b9a87d9988bc803f913c5b6
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-877c4e5a8fad685ea5bde487e04924ac447923b9
Docker pull command (quess): quay.io/biocontainers/mulled-v2-877c4e5a8fad685ea5bde487e04924ac447923b9:b7daa641364165419b9a87d9988bc803f913c5b6-0

Packages                   : python=3.9,pysam,biopython,click,pandas,numpy,ete3
# packages                 : 7
Mulled name                : mulled-v2-c31f862d526d0a07196020b22083c45f8ddb4f0d:5d34a7705065087f5129c939eea53217c22e38df
Image Name                 : mulled-v2-c31f862d526d0a07196020b22083c45f8ddb4f0d
Version/Tag Name           : 5d34a7705065087f5129c939eea53217c22e38df
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-c31f862d526d0a07196020b22083c45f8ddb4f0d
Docker pull command (quess): quay.io/biocontainers/mulled-v2-c31f862d526d0a07196020b22083c45f8ddb4f0d:5d34a7705065087f5129c939eea53217c22e38df-0

Packages                   : python=3.6,galaxy-ml=0.8.1
# packages                 : 2
Mulled name                : mulled-v2-51b93a907f88b30bc80ed7a707079071037aea00:c6973b6230c9931cf47fae10af628285bc85f748
Image Name                 : mulled-v2-51b93a907f88b30bc80ed7a707079071037aea00
Version/Tag Name           : c6973b6230c9931cf47fae10af628285bc85f748
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-51b93a907f88b30bc80ed7a707079071037aea00
Docker pull command (quess): quay.io/biocontainers/mulled-v2-51b93a907f88b30bc80ed7a707079071037aea00:c6973b6230c9931cf47fae10af628285bc85f748-0

Packages                   : python=3.6,galaxy-ml=0.7.12
# packages                 : 2
Mulled name                : mulled-v2-51b93a907f88b30bc80ed7a707079071037aea00:23e9c9c33364b11df68a00f6bfb45f0236b4d168
Image Name                 : mulled-v2-51b93a907f88b30bc80ed7a707079071037aea00
Version/Tag Name           : 23e9c9c33364b11df68a00f6bfb45f0236b4d168
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-51b93a907f88b30bc80ed7a707079071037aea00
Docker pull command (quess): quay.io/biocontainers/mulled-v2-51b93a907f88b30bc80ed7a707079071037aea00:23e9c9c33364b11df68a00f6bfb45f0236b4d168-0

Packages                   : biopython=1.78,openpyxl=3.0.7,pyfastx=0.8.2,numpy=1.20.2,pandas=1.2.4
# packages                 : 5
Mulled name                : mulled-v2-0bcca2890a3ab7be29a83e813a02d340d6f54660:4cb478c6e57df2ef85ea5f8eae6d717c017962cd
Image Name                 : mulled-v2-0bcca2890a3ab7be29a83e813a02d340d6f54660
Version/Tag Name           : 4cb478c6e57df2ef85ea5f8eae6d717c017962cd
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-0bcca2890a3ab7be29a83e813a02d340d6f54660
Docker pull command (quess): quay.io/biocontainers/mulled-v2-0bcca2890a3ab7be29a83e813a02d340d6f54660:4cb478c6e57df2ef85ea5f8eae6d717c017962cd-0

Packages                   : python=3.9,biopython=1.78,openpyxl=3.0.7,pandas=1.2.4,rich=10.2.2,typer=0.3.2,xlsxwriter=1.4.3
# packages                 : 7
Mulled name                : mulled-v2-693e24f156d01a5f55647120be99929b01b30949:609c862c3470382215fc1b2d9d8a4e9637b2e25f
Image Name                 : mulled-v2-693e24f156d01a5f55647120be99929b01b30949
Version/Tag Name           : 609c862c3470382215fc1b2d9d8a4e9637b2e25f
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-693e24f156d01a5f55647120be99929b01b30949
Docker pull command (quess): quay.io/biocontainers/mulled-v2-693e24f156d01a5f55647120be99929b01b30949:609c862c3470382215fc1b2d9d8a4e9637b2e25f-0

Packages                   : asciigenome=1.16.0,bedtools=2.30.0
# packages                 : 2
Mulled name                : mulled-v2-093691b47d719890dc19ac0c13c4528e9776897f:27211b8c38006480d69eb1be3ef09a7bf0a49d76
Image Name                 : mulled-v2-093691b47d719890dc19ac0c13c4528e9776897f
Version/Tag Name           : 27211b8c38006480d69eb1be3ef09a7bf0a49d76
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-093691b47d719890dc19ac0c13c4528e9776897f
Docker pull command (quess): quay.io/biocontainers/mulled-v2-093691b47d719890dc19ac0c13c4528e9776897f:27211b8c38006480d69eb1be3ef09a7bf0a49d76-0

Packages                   : r-recetox-aplcms=0.9.3,r-base=4.1.0,r-arrow=4.0.1
# packages                 : 3
Mulled name                : mulled-v2-dceaa6ce3d797c3153f327c7fc15983c4e882d4d:6584615d53d9bbb9d333d3928bdd6074d82193ce
Image Name                 : mulled-v2-dceaa6ce3d797c3153f327c7fc15983c4e882d4d
Version/Tag Name           : 6584615d53d9bbb9d333d3928bdd6074d82193ce
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-dceaa6ce3d797c3153f327c7fc15983c4e882d4d
Docker pull command (quess): quay.io/biocontainers/mulled-v2-dceaa6ce3d797c3153f327c7fc15983c4e882d4d:6584615d53d9bbb9d333d3928bdd6074d82193ce-0

Packages                   : python=3.9,pandas=1.3.0,seaborn=0.11.0
# packages                 : 3
Mulled name                : mulled-v2-d14219255233ee6cacc427e28a7caf8ee42e8c91:0a22c7568e4a509925048454dad9ab37fa8fe776
Image Name                 : mulled-v2-d14219255233ee6cacc427e28a7caf8ee42e8c91
Version/Tag Name           : 0a22c7568e4a509925048454dad9ab37fa8fe776
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-d14219255233ee6cacc427e28a7caf8ee42e8c91
Docker pull command (quess): quay.io/biocontainers/mulled-v2-d14219255233ee6cacc427e28a7caf8ee42e8c91:0a22c7568e4a509925048454dad9ab37fa8fe776-0

Packages                   : bwa=0.7.17,samtools=1.9,bcftools=1.9
# packages                 : 3
Mulled name                : mulled-v2-4341eda614564d45dca79a80cb2bb68ee42bb148:2d1a988d16fc0949a2975794b76548623407d297
Image Name                 : mulled-v2-4341eda614564d45dca79a80cb2bb68ee42bb148
Version/Tag Name           : 2d1a988d16fc0949a2975794b76548623407d297
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-4341eda614564d45dca79a80cb2bb68ee42bb148
Docker pull command (quess): quay.io/biocontainers/mulled-v2-4341eda614564d45dca79a80cb2bb68ee42bb148:2d1a988d16fc0949a2975794b76548623407d297-0

Packages                   : star=2.7.9a,samtools=1.13,gawk=5.1.0
# packages                 : 3
Mulled name                : mulled-v2-1fa26d1ce03c295fe2fdcf85831a92fbcbd7e8c2:a7908dfb0485a80ca94e4d17b0ac991532e4e989
Image Name                 : mulled-v2-1fa26d1ce03c295fe2fdcf85831a92fbcbd7e8c2
Version/Tag Name           : a7908dfb0485a80ca94e4d17b0ac991532e4e989
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-1fa26d1ce03c295fe2fdcf85831a92fbcbd7e8c2
Docker pull command (quess): quay.io/biocontainers/mulled-v2-1fa26d1ce03c295fe2fdcf85831a92fbcbd7e8c2:a7908dfb0485a80ca94e4d17b0ac991532e4e989-0

Packages                   : star=2.7.9a,samtools=1.15.1,gawk=5.1.0
# packages                 : 3
Mulled name                : mulled-v2-1fa26d1ce03c295fe2fdcf85831a92fbcbd7e8c2:1c4c32d87798d425c970ececfbadd155e7560277
Image Name                 : mulled-v2-1fa26d1ce03c295fe2fdcf85831a92fbcbd7e8c2
Version/Tag Name           : 1c4c32d87798d425c970ececfbadd155e7560277
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-1fa26d1ce03c295fe2fdcf85831a92fbcbd7e8c2
Docker pull command (quess): quay.io/biocontainers/mulled-v2-1fa26d1ce03c295fe2fdcf85831a92fbcbd7e8c2:1c4c32d87798d425c970ececfbadd155e7560277-0

Packages                   : python=3.9,pandas=1.3.0,seaborn=0.11.0,rich=10.6.0,typer=0.3.2,bcbio-gff=0.6.6,dna_features_viewer=3.0.3
# packages                 : 7
Mulled name                : mulled-v2-596f42d854e849eb773ecd1b48f2b698c2d09c9f:400d0a2593841aa0bfa3402fe85debd55a29cf37
Image Name                 : mulled-v2-596f42d854e849eb773ecd1b48f2b698c2d09c9f
Version/Tag Name           : 400d0a2593841aa0bfa3402fe85debd55a29cf37
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-596f42d854e849eb773ecd1b48f2b698c2d09c9f
Docker pull command (quess): quay.io/biocontainers/mulled-v2-596f42d854e849eb773ecd1b48f2b698c2d09c9f:400d0a2593841aa0bfa3402fe85debd55a29cf37-0

Packages                   : r-base=4.0.3,r-alakazam=1.0.2,r-shazam=1.0.2,r-airr=1.3.0,r-kableextra=1.3.4,r-dt=0.18,r-knitr=1.33,r-rmarkdown=2.8,r-dplyr=1.0.6
# packages                 : 9
Mulled name                : mulled-v2-d51d43e4334750bf5ef719734b43f97eb6ed3dfe:3033c98c8c5345342d8db816e7ae506776882241
Image Name                 : mulled-v2-d51d43e4334750bf5ef719734b43f97eb6ed3dfe
Version/Tag Name           : 3033c98c8c5345342d8db816e7ae506776882241
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-d51d43e4334750bf5ef719734b43f97eb6ed3dfe
Docker pull command (quess): quay.io/biocontainers/mulled-v2-d51d43e4334750bf5ef719734b43f97eb6ed3dfe:3033c98c8c5345342d8db816e7ae506776882241-0

Packages                   : r-mass=7.3_54,r-zoo=1.8_9,r-gplots=3.1.1
# packages                 : 3
Mulled name                : mulled-v2-dfa4a19681c4de1399bf4fe0eac674d182fad9b6:3991fa81ba5812e18375877047ae1ca57e7d3080
Image Name                 : mulled-v2-dfa4a19681c4de1399bf4fe0eac674d182fad9b6
Version/Tag Name           : 3991fa81ba5812e18375877047ae1ca57e7d3080
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-dfa4a19681c4de1399bf4fe0eac674d182fad9b6
Docker pull command (quess): quay.io/biocontainers/mulled-v2-dfa4a19681c4de1399bf4fe0eac674d182fad9b6:3991fa81ba5812e18375877047ae1ca57e7d3080-0

Packages                   : jupytext=1.11.4,matplotlib=3.4.2,ipykernel=6.0.3,papermill=2.3.3,nbconvert=6.1.0
# packages                 : 5
Mulled name                : mulled-v2-514b1a5d280c7043110b2a8d0a87b57ba392a963:879972fc8bdc81ee92f2bce3b4805d89a772bf84
Image Name                 : mulled-v2-514b1a5d280c7043110b2a8d0a87b57ba392a963
Version/Tag Name           : 879972fc8bdc81ee92f2bce3b4805d89a772bf84
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-514b1a5d280c7043110b2a8d0a87b57ba392a963
Docker pull command (quess): quay.io/biocontainers/mulled-v2-514b1a5d280c7043110b2a8d0a87b57ba392a963:879972fc8bdc81ee92f2bce3b4805d89a772bf84-0

Packages                   : r-base=4.1.0,r-rmarkdown=2.9,r-yaml=2.2.1
# packages                 : 3
Mulled name                : mulled-v2-31ad840d814d356e5f98030a4ee308a16db64ec5:0e852a1e4063fdcbe3f254ac2c7469747a60e361
Image Name                 : mulled-v2-31ad840d814d356e5f98030a4ee308a16db64ec5
Version/Tag Name           : 0e852a1e4063fdcbe3f254ac2c7469747a60e361
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-31ad840d814d356e5f98030a4ee308a16db64ec5
Docker pull command (quess): quay.io/biocontainers/mulled-v2-31ad840d814d356e5f98030a4ee308a16db64ec5:0e852a1e4063fdcbe3f254ac2c7469747a60e361-0

Packages                   : r-mass=7.3_54,r-zoo=1.8_9,r-gplots=3.1.1,ghostscript
# packages                 : 4
Mulled name                : mulled-v2-520de0c6650803e8b1dab89be11109011a0418b0:464283c471792ace52fbd7b1eea34a42ec86ac81
Image Name                 : mulled-v2-520de0c6650803e8b1dab89be11109011a0418b0
Version/Tag Name           : 464283c471792ace52fbd7b1eea34a42ec86ac81
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-520de0c6650803e8b1dab89be11109011a0418b0
Docker pull command (quess): quay.io/biocontainers/mulled-v2-520de0c6650803e8b1dab89be11109011a0418b0:464283c471792ace52fbd7b1eea34a42ec86ac81-0

Packages                   : chromap=0.1,samtools=1.13
# packages                 : 2
Mulled name                : mulled-v2-1f09f39f20b1c4ee36581dc81cc323c70e661633:2cad7c5aa775241887eff8714259714a39baf016
Image Name                 : mulled-v2-1f09f39f20b1c4ee36581dc81cc323c70e661633
Version/Tag Name           : 2cad7c5aa775241887eff8714259714a39baf016
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-1f09f39f20b1c4ee36581dc81cc323c70e661633
Docker pull command (quess): quay.io/biocontainers/mulled-v2-1f09f39f20b1c4ee36581dc81cc323c70e661633:2cad7c5aa775241887eff8714259714a39baf016-0

Packages                   : chromap=0.1.5,samtools=1.14
# packages                 : 2
Mulled name                : mulled-v2-1f09f39f20b1c4ee36581dc81cc323c70e661633:724a1037d59f6a19c9d4e7bdba77b52b37de0dc3
Image Name                 : mulled-v2-1f09f39f20b1c4ee36581dc81cc323c70e661633
Version/Tag Name           : 724a1037d59f6a19c9d4e7bdba77b52b37de0dc3
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-1f09f39f20b1c4ee36581dc81cc323c70e661633
Docker pull command (quess): quay.io/biocontainers/mulled-v2-1f09f39f20b1c4ee36581dc81cc323c70e661633:724a1037d59f6a19c9d4e7bdba77b52b37de0dc3-0

Packages                   : chromap=0.2.0,samtools=1.14
# packages                 : 2
Mulled name                : mulled-v2-1f09f39f20b1c4ee36581dc81cc323c70e661633:ed3529ef5253d7ccbc688b6a4c5c447152685757
Image Name                 : mulled-v2-1f09f39f20b1c4ee36581dc81cc323c70e661633
Version/Tag Name           : ed3529ef5253d7ccbc688b6a4c5c447152685757
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-1f09f39f20b1c4ee36581dc81cc323c70e661633
Docker pull command (quess): quay.io/biocontainers/mulled-v2-1f09f39f20b1c4ee36581dc81cc323c70e661633:ed3529ef5253d7ccbc688b6a4c5c447152685757-0

Packages                   : chromap=0.2.1,samtools=1.15
# packages                 : 2
Mulled name                : mulled-v2-1f09f39f20b1c4ee36581dc81cc323c70e661633:bd74d08a359024829a7aec1638a28607bbcd8a58
Image Name                 : mulled-v2-1f09f39f20b1c4ee36581dc81cc323c70e661633
Version/Tag Name           : bd74d08a359024829a7aec1638a28607bbcd8a58
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-1f09f39f20b1c4ee36581dc81cc323c70e661633
Docker pull command (quess): quay.io/biocontainers/mulled-v2-1f09f39f20b1c4ee36581dc81cc323c70e661633:bd74d08a359024829a7aec1638a28607bbcd8a58-0

Packages                   : chromap=0.2.1,samtools=1.15.1
# packages                 : 2
Mulled name                : mulled-v2-1f09f39f20b1c4ee36581dc81cc323c70e661633:963e4fe6a85c548a4018585660aed79780a175d3
Image Name                 : mulled-v2-1f09f39f20b1c4ee36581dc81cc323c70e661633
Version/Tag Name           : 963e4fe6a85c548a4018585660aed79780a175d3
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-1f09f39f20b1c4ee36581dc81cc323c70e661633
Docker pull command (quess): quay.io/biocontainers/mulled-v2-1f09f39f20b1c4ee36581dc81cc323c70e661633:963e4fe6a85c548a4018585660aed79780a175d3-0

Packages                   : bbmap=38.92,samtools=1.13
# packages                 : 2
Mulled name                : mulled-v2-f423f44972692ad764209668b09b84ec158bffe4:9d4ba1051c1742e6dfb8fb2ba5e474da86bba324
Image Name                 : mulled-v2-f423f44972692ad764209668b09b84ec158bffe4
Version/Tag Name           : 9d4ba1051c1742e6dfb8fb2ba5e474da86bba324
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-f423f44972692ad764209668b09b84ec158bffe4
Docker pull command (quess): quay.io/biocontainers/mulled-v2-f423f44972692ad764209668b09b84ec158bffe4:9d4ba1051c1742e6dfb8fb2ba5e474da86bba324-0

Packages                   : bbmap=38.92,samtools=1.13,pigz=2.6
# packages                 : 3
Mulled name                : mulled-v2-008daec56b7aaf3f162d7866758142b9f889d690:f5f55fc5623bb7b3f725e8d2f86bedacfd879510
Image Name                 : mulled-v2-008daec56b7aaf3f162d7866758142b9f889d690
Version/Tag Name           : f5f55fc5623bb7b3f725e8d2f86bedacfd879510
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-008daec56b7aaf3f162d7866758142b9f889d690
Docker pull command (quess): quay.io/biocontainers/mulled-v2-008daec56b7aaf3f162d7866758142b9f889d690:f5f55fc5623bb7b3f725e8d2f86bedacfd879510-0

Packages                   : bbmap=38.92,samtools=1.15.1,pigz=2.6
# packages                 : 3
Mulled name                : mulled-v2-008daec56b7aaf3f162d7866758142b9f889d690:2fee0e0facec1dfe32a1ee4aa516aef7d0296ebf
Image Name                 : mulled-v2-008daec56b7aaf3f162d7866758142b9f889d690
Version/Tag Name           : 2fee0e0facec1dfe32a1ee4aa516aef7d0296ebf
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-008daec56b7aaf3f162d7866758142b9f889d690
Docker pull command (quess): quay.io/biocontainers/mulled-v2-008daec56b7aaf3f162d7866758142b9f889d690:2fee0e0facec1dfe32a1ee4aa516aef7d0296ebf-0

Packages                   : r-optparse=1.6.6,r-tidyverse=1.3.1,r-data.table=1.14.0,r-dtplyr=1.1.0,bioconductor-biostrings=2.58.0,bioconductor-treeio=1.14.3,r-ape=5.4_1,bioconductor-ggtree=2.4.1
# packages                 : 8
Mulled name                : mulled-v2-508c9bc5e929a77a9708902b1deca248c0c84689:0bb5bee2557136d28549f41d3faa08485e967aa1
Image Name                 : mulled-v2-508c9bc5e929a77a9708902b1deca248c0c84689
Version/Tag Name           : 0bb5bee2557136d28549f41d3faa08485e967aa1
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-508c9bc5e929a77a9708902b1deca248c0c84689
Docker pull command (quess): quay.io/biocontainers/mulled-v2-508c9bc5e929a77a9708902b1deca248c0c84689:0bb5bee2557136d28549f41d3faa08485e967aa1-0

Packages                   : mirtop=0.4.23,samtools=1.13,r-base=4.1.1
# packages                 : 3
Mulled name                : mulled-v2-1f73c7bc18ac86871db9ef0a657fb39d6cbe1cf5:dd7c9649e165d535c1dd2c162ec900e7206398ec
Image Name                 : mulled-v2-1f73c7bc18ac86871db9ef0a657fb39d6cbe1cf5
Version/Tag Name           : dd7c9649e165d535c1dd2c162ec900e7206398ec
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-1f73c7bc18ac86871db9ef0a657fb39d6cbe1cf5
Docker pull command (quess): quay.io/biocontainers/mulled-v2-1f73c7bc18ac86871db9ef0a657fb39d6cbe1cf5:dd7c9649e165d535c1dd2c162ec900e7206398ec-0

Packages                   : multiqc=1.11,r-tidyverse=1.3.0,r-yaml=2.2.1
# packages                 : 3
Mulled name                : mulled-v2-5693b4caf2e0e109efb412b03e066d0287348e50:21da32288b152ebb52b28c97214ba692c40d60c8
Image Name                 : mulled-v2-5693b4caf2e0e109efb412b03e066d0287348e50
Version/Tag Name           : 21da32288b152ebb52b28c97214ba692c40d60c8
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-5693b4caf2e0e109efb412b03e066d0287348e50
Docker pull command (quess): quay.io/biocontainers/mulled-v2-5693b4caf2e0e109efb412b03e066d0287348e50:21da32288b152ebb52b28c97214ba692c40d60c8-0

Packages                   : megahit=1.2.9,pigz=2.6
# packages                 : 2
Mulled name                : mulled-v2-0f92c152b180c7cd39d9b0e6822f8c89ccb59c99:8ec213d21e5d03f9db54898a2baeaf8ec729b447
Image Name                 : mulled-v2-0f92c152b180c7cd39d9b0e6822f8c89ccb59c99
Version/Tag Name           : 8ec213d21e5d03f9db54898a2baeaf8ec729b447
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-0f92c152b180c7cd39d9b0e6822f8c89ccb59c99
Docker pull command (quess): quay.io/biocontainers/mulled-v2-0f92c152b180c7cd39d9b0e6822f8c89ccb59c99:8ec213d21e5d03f9db54898a2baeaf8ec729b447-0

Packages                   : sra-tools=2.11.0,pigz=2.6
# packages                 : 2
Mulled name                : mulled-v2-5f89fe0cd045cb1d615630b9261a1d17943a9b6a:6a9ff0e76ec016c3d0d27e0c0d362339f2d787e6
Image Name                 : mulled-v2-5f89fe0cd045cb1d615630b9261a1d17943a9b6a
Version/Tag Name           : 6a9ff0e76ec016c3d0d27e0c0d362339f2d787e6
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-5f89fe0cd045cb1d615630b9261a1d17943a9b6a
Docker pull command (quess): quay.io/biocontainers/mulled-v2-5f89fe0cd045cb1d615630b9261a1d17943a9b6a:6a9ff0e76ec016c3d0d27e0c0d362339f2d787e6-0

Packages                   : biopython=1.78,blast=2.9.0,pysam=0.17.0
# packages                 : 3
Mulled name                : mulled-v2-f55f1045089e924c317dd7bb1e0cf2a139bdb66e:2f42a30ae9e34e2fcbe8ef235ab723b0a279b555
Image Name                 : mulled-v2-f55f1045089e924c317dd7bb1e0cf2a139bdb66e
Version/Tag Name           : 2f42a30ae9e34e2fcbe8ef235ab723b0a279b555
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-f55f1045089e924c317dd7bb1e0cf2a139bdb66e
Docker pull command (quess): quay.io/biocontainers/mulled-v2-f55f1045089e924c317dd7bb1e0cf2a139bdb66e:2f42a30ae9e34e2fcbe8ef235ab723b0a279b555-0

Packages                   : r-recetox-aplcms=0.9.3,r-base=4.1.0,r-arrow=4.0.1,r-dplyr=1.0.7
# packages                 : 4
Mulled name                : mulled-v2-34cfbcbb420b77fdb941983336c2f207d2c79c28:cc6eb41efecaea72f45229c8e7c3183b72547bef
Image Name                 : mulled-v2-34cfbcbb420b77fdb941983336c2f207d2c79c28
Version/Tag Name           : cc6eb41efecaea72f45229c8e7c3183b72547bef
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-34cfbcbb420b77fdb941983336c2f207d2c79c28
Docker pull command (quess): quay.io/biocontainers/mulled-v2-34cfbcbb420b77fdb941983336c2f207d2c79c28:cc6eb41efecaea72f45229c8e7c3183b72547bef-0

Packages                   : samblaster=0.1.26,samtools=1.14
# packages                 : 2
Mulled name                : mulled-v2-19fa9f1a5c3966b63a24166365e81da35738c5ab:ba4a02b56f3e524a6e006bcd99fe8cc1d7fe09eb
Image Name                 : mulled-v2-19fa9f1a5c3966b63a24166365e81da35738c5ab
Version/Tag Name           : ba4a02b56f3e524a6e006bcd99fe8cc1d7fe09eb
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-19fa9f1a5c3966b63a24166365e81da35738c5ab
Docker pull command (quess): quay.io/biocontainers/mulled-v2-19fa9f1a5c3966b63a24166365e81da35738c5ab:ba4a02b56f3e524a6e006bcd99fe8cc1d7fe09eb-0

Packages                   : samblaster=0.1.26,samtools=1.15.1
# packages                 : 2
Mulled name                : mulled-v2-19fa9f1a5c3966b63a24166365e81da35738c5ab:fff03944e664bbf9a139f7b174b9cb2d4163271a
Image Name                 : mulled-v2-19fa9f1a5c3966b63a24166365e81da35738c5ab
Version/Tag Name           : fff03944e664bbf9a139f7b174b9cb2d4163271a
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-19fa9f1a5c3966b63a24166365e81da35738c5ab
Docker pull command (quess): quay.io/biocontainers/mulled-v2-19fa9f1a5c3966b63a24166365e81da35738c5ab:fff03944e664bbf9a139f7b174b9cb2d4163271a-0

Packages                   : circularmapper=1.93.5,bwa=0.7.17
# packages                 : 2
Mulled name                : mulled-v2-9955aa4caccd101358f742fbf51faa7f9105f099:a7be1c066de246d48c344a53c13b18da1f80cb4c
Image Name                 : mulled-v2-9955aa4caccd101358f742fbf51faa7f9105f099
Version/Tag Name           : a7be1c066de246d48c344a53c13b18da1f80cb4c
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-9955aa4caccd101358f742fbf51faa7f9105f099
Docker pull command (quess): quay.io/biocontainers/mulled-v2-9955aa4caccd101358f742fbf51faa7f9105f099:a7be1c066de246d48c344a53c13b18da1f80cb4c-0

Packages                   : clonalframeml=1.12,maskrc-svg=0.5
# packages                 : 2
Mulled name                : mulled-v2-f5c68f1508671d5744655da9b0e8b609098f4138:7e089189af7822a6a18245830639dbfe11a4c277
Image Name                 : mulled-v2-f5c68f1508671d5744655da9b0e8b609098f4138
Version/Tag Name           : 7e089189af7822a6a18245830639dbfe11a4c277
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-f5c68f1508671d5744655da9b0e8b609098f4138
Docker pull command (quess): quay.io/biocontainers/mulled-v2-f5c68f1508671d5744655da9b0e8b609098f4138:7e089189af7822a6a18245830639dbfe11a4c277-0

Packages                   : r-optparse=1.7.1,r-upsetr=1.4.0,bedtools=2.30.0
# packages                 : 3
Mulled name                : mulled-v2-dc9ae2a680e9de06c4c555847fbdb8d178f465e6:5e559b41071eb9b24eb25e3a763a75e557120b69
Image Name                 : mulled-v2-dc9ae2a680e9de06c4c555847fbdb8d178f465e6
Version/Tag Name           : 5e559b41071eb9b24eb25e3a763a75e557120b69
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-dc9ae2a680e9de06c4c555847fbdb8d178f465e6
Docker pull command (quess): quay.io/biocontainers/mulled-v2-dc9ae2a680e9de06c4c555847fbdb8d178f465e6:5e559b41071eb9b24eb25e3a763a75e557120b69-0

Packages                   : python=3.7.1,changeo=0.4.4,biopython=1.72,xlrd=1.2.0,r-ggplot2=3.0.0,r-reshape2=1.4.3,r-scales=0.5.0,r-seqinr=3.4_5,r-data.table=1.11.4,unzip=6.0,bash=4.4.18,tar=1.34,file=5.39,bc=1.07.1,findutils=4.6.0
# packages                 : 15
Mulled name                : mulled-v2-48499306f4255181b093c1e33eaccf2bd03e52fb:19e4d20cdfbc77083f57f878603bee37abb3db87
Image Name                 : mulled-v2-48499306f4255181b093c1e33eaccf2bd03e52fb
Version/Tag Name           : 19e4d20cdfbc77083f57f878603bee37abb3db87
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-48499306f4255181b093c1e33eaccf2bd03e52fb
Docker pull command (quess): quay.io/biocontainers/mulled-v2-48499306f4255181b093c1e33eaccf2bd03e52fb:19e4d20cdfbc77083f57f878603bee37abb3db87-0

Packages                   : snpsift=4.3.1t,python=2.7.15,pyvcf=0.6.8,pandas=0.24.2,fred2=2.0.7,mhcflurry=1.4.3,mhcnuggets=2.3.2
# packages                 : 7
Mulled name                : mulled-v2-c3f301504f7fa2e7bf81c3783de19a9990ea3001:12b1b9f040fd92a80629d58f8a558dde4820eb15
Image Name                 : mulled-v2-c3f301504f7fa2e7bf81c3783de19a9990ea3001
Version/Tag Name           : 12b1b9f040fd92a80629d58f8a558dde4820eb15
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-c3f301504f7fa2e7bf81c3783de19a9990ea3001
Docker pull command (quess): quay.io/biocontainers/mulled-v2-c3f301504f7fa2e7bf81c3783de19a9990ea3001:12b1b9f040fd92a80629d58f8a558dde4820eb15-0

Packages                   : biopython,r-optparse=1.7.1,r-upsetr=1.4.0,bedtools=2.30.0
# packages                 : 4
Mulled name                : mulled-v2-2f48cc59b03027e31ead6d383fe1b8057785dd24:5d182f583f4696f4c4d9f3be93052811b383341f
Image Name                 : mulled-v2-2f48cc59b03027e31ead6d383fe1b8057785dd24
Version/Tag Name           : 5d182f583f4696f4c4d9f3be93052811b383341f
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-2f48cc59b03027e31ead6d383fe1b8057785dd24
Docker pull command (quess): quay.io/biocontainers/mulled-v2-2f48cc59b03027e31ead6d383fe1b8057785dd24:5d182f583f4696f4c4d9f3be93052811b383341f-0

Packages                   : r-optparse=1.7.1,r-desolve=1.30
# packages                 : 2
Mulled name                : mulled-v2-e5fa6128ff10ca1d6c1b969d5c87af5bbf554345:7c853d30aa237f405dba3dc4dce6d629a20f2330
Image Name                 : mulled-v2-e5fa6128ff10ca1d6c1b969d5c87af5bbf554345
Version/Tag Name           : 7c853d30aa237f405dba3dc4dce6d629a20f2330
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-e5fa6128ff10ca1d6c1b969d5c87af5bbf554345
Docker pull command (quess): quay.io/biocontainers/mulled-v2-e5fa6128ff10ca1d6c1b969d5c87af5bbf554345:7c853d30aa237f405dba3dc4dce6d629a20f2330-0

Packages                   : bioconductor-limma=3.50.0,bioconductor-edger=3.36.0,r-data.table=1.14.2,r-gplots=3.1.1,r-statmod=1.4.36
# packages                 : 5
Mulled name                : mulled-v2-419bd7f10b2b902489ac63bbaafc7db76f8e0ae1:709335c37934db1b481054cbec637c6e5b5971cb
Image Name                 : mulled-v2-419bd7f10b2b902489ac63bbaafc7db76f8e0ae1
Version/Tag Name           : 709335c37934db1b481054cbec637c6e5b5971cb
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-419bd7f10b2b902489ac63bbaafc7db76f8e0ae1
Docker pull command (quess): quay.io/biocontainers/mulled-v2-419bd7f10b2b902489ac63bbaafc7db76f8e0ae1:709335c37934db1b481054cbec637c6e5b5971cb-0

Packages                   : gatk=3.5,samtools=1.13
# packages                 : 2
Mulled name                : mulled-v2-aa1d7bddaee5eb6c4cbab18f8a072e3ea7ec3969:f963c36fd770e89d267eeaa27cad95c1c3dbe660
Image Name                 : mulled-v2-aa1d7bddaee5eb6c4cbab18f8a072e3ea7ec3969
Version/Tag Name           : f963c36fd770e89d267eeaa27cad95c1c3dbe660
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-aa1d7bddaee5eb6c4cbab18f8a072e3ea7ec3969
Docker pull command (quess): quay.io/biocontainers/mulled-v2-aa1d7bddaee5eb6c4cbab18f8a072e3ea7ec3969:f963c36fd770e89d267eeaa27cad95c1c3dbe660-0

Packages                   : requests=2.26
# packages                 : 1
Mulled name                : requests:2.26
Image Name                 : requests
Version/Tag Name           : 2.26
Quay.io URL                : https://quay.io/repository/biocontainers/requests
Docker pull command (quess): quay.io/biocontainers/requests:2.26-0

Packages                   : mirtop=0.4.24,samtools=1.13,r-base=4.1.1,r-data.table=1.14.2
# packages                 : 4
Mulled name                : mulled-v2-0c13ef770dd7cc5c76c2ce23ba6669234cf03385:c8b426b3677a47f58bbbc443c0cf67bf8d53a97b
Image Name                 : mulled-v2-0c13ef770dd7cc5c76c2ce23ba6669234cf03385
Version/Tag Name           : c8b426b3677a47f58bbbc443c0cf67bf8d53a97b
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-0c13ef770dd7cc5c76c2ce23ba6669234cf03385
Docker pull command (quess): quay.io/biocontainers/mulled-v2-0c13ef770dd7cc5c76c2ce23ba6669234cf03385:c8b426b3677a47f58bbbc443c0cf67bf8d53a97b-0

Packages                   : krakenuniq=0.5.8,pigz=2.6
# packages                 : 2
Mulled name                : mulled-v2-844d4e0a82e73754fe163ff51da19a5db5015c33:124b72eecfb8dc471ed1711cf8f9415cbca8679c
Image Name                 : mulled-v2-844d4e0a82e73754fe163ff51da19a5db5015c33
Version/Tag Name           : 124b72eecfb8dc471ed1711cf8f9415cbca8679c
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-844d4e0a82e73754fe163ff51da19a5db5015c33
Docker pull command (quess): quay.io/biocontainers/mulled-v2-844d4e0a82e73754fe163ff51da19a5db5015c33:124b72eecfb8dc471ed1711cf8f9415cbca8679c-0

Packages                   : ambertools=21.10
# packages                 : 1
Mulled name                : ambertools:21.10
Image Name                 : ambertools
Version/Tag Name           : 21.10
Quay.io URL                : https://quay.io/repository/biocontainers/ambertools
Docker pull command (quess): quay.io/biocontainers/ambertools:21.10-0

Packages                   : gromacs=2020.2
# packages                 : 1
Mulled name                : gromacs:2020.2
Image Name                 : gromacs
Version/Tag Name           : 2020.2
Quay.io URL                : https://quay.io/repository/biocontainers/gromacs
Docker pull command (quess): quay.io/biocontainers/gromacs:2020.2-0

Packages                   : mdtraj=1.9.6
# packages                 : 1
Mulled name                : mdtraj:1.9.6
Image Name                 : mdtraj
Version/Tag Name           : 1.9.6
Quay.io URL                : https://quay.io/repository/biocontainers/mdtraj
Docker pull command (quess): quay.io/biocontainers/mdtraj:1.9.6-0

Packages                   : ambertools=21.10,gromacs=2021.3,jinja2=3.0.1,parmed=3.4.3
# packages                 : 4
Mulled name                : mulled-v2-59d747d25e93f72b907f020dd24a3c234efe68fe:79792ba2ff76d8f6c3bdf30c86313cb7cfc61cb6
Image Name                 : mulled-v2-59d747d25e93f72b907f020dd24a3c234efe68fe
Version/Tag Name           : 79792ba2ff76d8f6c3bdf30c86313cb7cfc61cb6
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-59d747d25e93f72b907f020dd24a3c234efe68fe
Docker pull command (quess): quay.io/biocontainers/mulled-v2-59d747d25e93f72b907f020dd24a3c234efe68fe:79792ba2ff76d8f6c3bdf30c86313cb7cfc61cb6-0

Packages                   : ambertools=21.10,jinja2=3.0.1
# packages                 : 2
Mulled name                : mulled-v2-01301b05a0a757b7d81dba4769fd9547740e7e5b:5f580109fd8d4f0a4b01c015179d692831b9c485
Image Name                 : mulled-v2-01301b05a0a757b7d81dba4769fd9547740e7e5b
Version/Tag Name           : 5f580109fd8d4f0a4b01c015179d692831b9c485
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-01301b05a0a757b7d81dba4769fd9547740e7e5b
Docker pull command (quess): quay.io/biocontainers/mulled-v2-01301b05a0a757b7d81dba4769fd9547740e7e5b:5f580109fd8d4f0a4b01c015179d692831b9c485-0

Packages                   : dragmap=1.2.1,samtools=1.14,pigz=2.3.4
# packages                 : 3
Mulled name                : mulled-v2-580d344d9d4a496cd403932da8765f9e0187774d:f7aad9060cde739c95685fc5ff6d6f7e3ec629c8
Image Name                 : mulled-v2-580d344d9d4a496cd403932da8765f9e0187774d
Version/Tag Name           : f7aad9060cde739c95685fc5ff6d6f7e3ec629c8
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-580d344d9d4a496cd403932da8765f9e0187774d
Docker pull command (quess): quay.io/biocontainers/mulled-v2-580d344d9d4a496cd403932da8765f9e0187774d:f7aad9060cde739c95685fc5ff6d6f7e3ec629c8-0

Packages                   : dragmap=1.2.1,samtools=1.15.1,pigz=2.3.4
# packages                 : 3
Mulled name                : mulled-v2-580d344d9d4a496cd403932da8765f9e0187774d:5ebebbc128cd624282eaa37d2c7fe01505a91a69
Image Name                 : mulled-v2-580d344d9d4a496cd403932da8765f9e0187774d
Version/Tag Name           : 5ebebbc128cd624282eaa37d2c7fe01505a91a69
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-580d344d9d4a496cd403932da8765f9e0187774d
Docker pull command (quess): quay.io/biocontainers/mulled-v2-580d344d9d4a496cd403932da8765f9e0187774d:5ebebbc128cd624282eaa37d2c7fe01505a91a69-0

Packages                   : dfam=3.3,hmmer=3.3.2,star-fusion=1.10.0,trinity=date.2011_11_26,samtools=1.9,star=2.7.8a
# packages                 : 6
Mulled name                : mulled-v2-57582e8bdbf51679bdcff9de91ae016a44e322de:b978a3a1e8715581329a267a2c9904574384180a
Image Name                 : mulled-v2-57582e8bdbf51679bdcff9de91ae016a44e322de
Version/Tag Name           : b978a3a1e8715581329a267a2c9904574384180a
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-57582e8bdbf51679bdcff9de91ae016a44e322de
Docker pull command (quess): quay.io/biocontainers/mulled-v2-57582e8bdbf51679bdcff9de91ae016a44e322de:b978a3a1e8715581329a267a2c9904574384180a-0

Packages                   : changeo=1.2.0,r-base=4.1.2,r-alakazam=1.0.2,phylip=3.697
# packages                 : 4
Mulled name                : mulled-v2-afe1e5f3879e265b14ec08dd3a1875df9c23630d:8db5a7467e440fdacef5c725c4e18726a4f0085c
Image Name                 : mulled-v2-afe1e5f3879e265b14ec08dd3a1875df9c23630d
Version/Tag Name           : 8db5a7467e440fdacef5c725c4e18726a4f0085c
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-afe1e5f3879e265b14ec08dd3a1875df9c23630d
Docker pull command (quess): quay.io/biocontainers/mulled-v2-afe1e5f3879e265b14ec08dd3a1875df9c23630d:8db5a7467e440fdacef5c725c4e18726a4f0085c-0

Packages                   : bowtie2=2.4.4,samtools=1.14,pigz=2.6
# packages                 : 3
Mulled name                : mulled-v2-ac74a7f02cebcfcc07d8e8d1d750af9c83b4d45a:4d235f41348a00533f18e47c9669f1ecb327f629
Image Name                 : mulled-v2-ac74a7f02cebcfcc07d8e8d1d750af9c83b4d45a
Version/Tag Name           : 4d235f41348a00533f18e47c9669f1ecb327f629
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-ac74a7f02cebcfcc07d8e8d1d750af9c83b4d45a
Docker pull command (quess): quay.io/biocontainers/mulled-v2-ac74a7f02cebcfcc07d8e8d1d750af9c83b4d45a:4d235f41348a00533f18e47c9669f1ecb327f629-0

Packages                   : bowtie2=2.4.4,samtools=1.15.1,pigz=2.6
# packages                 : 3
Mulled name                : mulled-v2-ac74a7f02cebcfcc07d8e8d1d750af9c83b4d45a:1744f68fe955578c63054b55309e05b41c37a80d
Image Name                 : mulled-v2-ac74a7f02cebcfcc07d8e8d1d750af9c83b4d45a
Version/Tag Name           : 1744f68fe955578c63054b55309e05b41c37a80d
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-ac74a7f02cebcfcc07d8e8d1d750af9c83b4d45a
Docker pull command (quess): quay.io/biocontainers/mulled-v2-ac74a7f02cebcfcc07d8e8d1d750af9c83b4d45a:1744f68fe955578c63054b55309e05b41c37a80d-0

Packages                   : kraken2=2.1.2,pigz=2.6
# packages                 : 2
Mulled name                : mulled-v2-5799ab18b5fc681e75923b2450abaa969907ec98:87fc08d11968d081f3e8a37131c1f1f6715b6542
Image Name                 : mulled-v2-5799ab18b5fc681e75923b2450abaa969907ec98
Version/Tag Name           : 87fc08d11968d081f3e8a37131c1f1f6715b6542
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-5799ab18b5fc681e75923b2450abaa969907ec98
Docker pull command (quess): quay.io/biocontainers/mulled-v2-5799ab18b5fc681e75923b2450abaa969907ec98:87fc08d11968d081f3e8a37131c1f1f6715b6542-0

Packages                   : prodigal=2.6.3,pigz=2.6
# packages                 : 2
Mulled name                : mulled-v2-2e442ba7b07bfa102b9cf8fac6221263cd746ab8:57f05cfa73f769d6ed6d54144cb3aa2a6a6b17e0
Image Name                 : mulled-v2-2e442ba7b07bfa102b9cf8fac6221263cd746ab8
Version/Tag Name           : 57f05cfa73f769d6ed6d54144cb3aa2a6a6b17e0
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-2e442ba7b07bfa102b9cf8fac6221263cd746ab8
Docker pull command (quess): quay.io/biocontainers/mulled-v2-2e442ba7b07bfa102b9cf8fac6221263cd746ab8:57f05cfa73f769d6ed6d54144cb3aa2a6a6b17e0-0

Packages                   : python=3.9,matplotlib=3.5.1,pandas=1.3.5,r-sys=3.4,regex=2021.11.10,scipy=1.7.3
# packages                 : 6
Mulled name                : mulled-v2-77320db00eefbbf8c599692102c3d387a37ef02a:08144a66f00dc7684fad061f1466033c0176e7ad
Image Name                 : mulled-v2-77320db00eefbbf8c599692102c3d387a37ef02a
Version/Tag Name           : 08144a66f00dc7684fad061f1466033c0176e7ad
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-77320db00eefbbf8c599692102c3d387a37ef02a
Docker pull command (quess): quay.io/biocontainers/mulled-v2-77320db00eefbbf8c599692102c3d387a37ef02a:08144a66f00dc7684fad061f1466033c0176e7ad-0

Packages                   : changeo=1.2.0,r-base=4.1.2,r-alakazam=1.2.0,phylip=3.697
# packages                 : 4
Mulled name                : mulled-v2-afe1e5f3879e265b14ec08dd3a1875df9c23630d:d6b54b0fae81ec8e55d41b5ea9cc8f39d75cf2d7
Image Name                 : mulled-v2-afe1e5f3879e265b14ec08dd3a1875df9c23630d
Version/Tag Name           : d6b54b0fae81ec8e55d41b5ea9cc8f39d75cf2d7
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-afe1e5f3879e265b14ec08dd3a1875df9c23630d
Docker pull command (quess): quay.io/biocontainers/mulled-v2-afe1e5f3879e265b14ec08dd3a1875df9c23630d:d6b54b0fae81ec8e55d41b5ea9cc8f39d75cf2d7-0

Packages                   : changeo=1.2.0,igblast=1.17.1
# packages                 : 2
Mulled name                : mulled-v2-2665a8a48fa054ad1fcccf53e711669939b3eac1:f479475bceae84156e57e303cfe804ab5629d62b
Image Name                 : mulled-v2-2665a8a48fa054ad1fcccf53e711669939b3eac1
Version/Tag Name           : f479475bceae84156e57e303cfe804ab5629d62b
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-2665a8a48fa054ad1fcccf53e711669939b3eac1
Docker pull command (quess): quay.io/biocontainers/mulled-v2-2665a8a48fa054ad1fcccf53e711669939b3eac1:f479475bceae84156e57e303cfe804ab5629d62b-0

Packages                   : changeo=1.2.0,r-base=4.1.2,r-alakazam=1.2.0,igphyml=1.1.3
# packages                 : 4
Mulled name                : mulled-v2-d432bd3f78aaba1be2f7eb105c18998acb64d739:2c83ca89e577c8839f746f0fe4a6c63ef5984b99
Image Name                 : mulled-v2-d432bd3f78aaba1be2f7eb105c18998acb64d739
Version/Tag Name           : 2c83ca89e577c8839f746f0fe4a6c63ef5984b99
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-d432bd3f78aaba1be2f7eb105c18998acb64d739
Docker pull command (quess): quay.io/biocontainers/mulled-v2-d432bd3f78aaba1be2f7eb105c18998acb64d739:2c83ca89e577c8839f746f0fe4a6c63ef5984b99-0

Packages                   : bioconductor-biocparallel=1.28.0,bioconductor-csaw=1.28.0,bioconductor-edger=3.36.0,r-base=4.1.2,r-ggplot2=3.3.5,r-optparse=1.7.1
# packages                 : 6
Mulled name                : mulled-v2-950a9abbfc45f9dae6bd85e5528297bb6b26bc85:fbd809f037857c7a0cb4af67489162919c437517
Image Name                 : mulled-v2-950a9abbfc45f9dae6bd85e5528297bb6b26bc85
Version/Tag Name           : fbd809f037857c7a0cb4af67489162919c437517
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-950a9abbfc45f9dae6bd85e5528297bb6b26bc85
Docker pull command (quess): quay.io/biocontainers/mulled-v2-950a9abbfc45f9dae6bd85e5528297bb6b26bc85:fbd809f037857c7a0cb4af67489162919c437517-0

Packages                   : r-base=4.1.2,r-alakazam=1.2.0,r-shazam=1.1.0,r-kableextra=1.3.4,r-knitr=1.33,r-stringr=1.4.0,r-dplyr=1.0.6
# packages                 : 7
Mulled name                : mulled-v2-3c44411d6bed445c86c3f3bb91b5464377669d0f:37d81bcb128d0d1b27c8746e089087e19ddfe3fb
Image Name                 : mulled-v2-3c44411d6bed445c86c3f3bb91b5464377669d0f
Version/Tag Name           : 37d81bcb128d0d1b27c8746e089087e19ddfe3fb
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-3c44411d6bed445c86c3f3bb91b5464377669d0f
Docker pull command (quess): quay.io/biocontainers/mulled-v2-3c44411d6bed445c86c3f3bb91b5464377669d0f:37d81bcb128d0d1b27c8746e089087e19ddfe3fb-0

Packages                   : python=3.9.5,samtools=1.14
# packages                 : 2
Mulled name                : mulled-v2-1a35167f7a491c7086c13835aaa74b39f1f43979:6b5cffa1187cfccf2dc983ed3b5359d49b999eb0
Image Name                 : mulled-v2-1a35167f7a491c7086c13835aaa74b39f1f43979
Version/Tag Name           : 6b5cffa1187cfccf2dc983ed3b5359d49b999eb0
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-1a35167f7a491c7086c13835aaa74b39f1f43979
Docker pull command (quess): quay.io/biocontainers/mulled-v2-1a35167f7a491c7086c13835aaa74b39f1f43979:6b5cffa1187cfccf2dc983ed3b5359d49b999eb0-0

Packages                   : bioconductor-diffbind=3.4.0,bioconductor-csaw=1.28.0,bioconductor-edger=3.36.0,r-optparse=1.7.1
# packages                 : 4
Mulled name                : mulled-v2-9ec5efd66a9a09ea4f9ad9bad5485675f031aeb4:cf736786cecad89eca5fea6d119a837e4bad7c08
Image Name                 : mulled-v2-9ec5efd66a9a09ea4f9ad9bad5485675f031aeb4
Version/Tag Name           : cf736786cecad89eca5fea6d119a837e4bad7c08
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-9ec5efd66a9a09ea4f9ad9bad5485675f031aeb4
Docker pull command (quess): quay.io/biocontainers/mulled-v2-9ec5efd66a9a09ea4f9ad9bad5485675f031aeb4:cf736786cecad89eca5fea6d119a837e4bad7c08-0

Packages                   : r-shazam=1.1.0,r-tigger=1.0.0
# packages                 : 2
Mulled name                : mulled-v2-db80433cc6df75bc43a5fd7bfa7529a7df8cfe15:f0e1329252bbc0f36a8656cfa655cf205da30e5b
Image Name                 : mulled-v2-db80433cc6df75bc43a5fd7bfa7529a7df8cfe15
Version/Tag Name           : f0e1329252bbc0f36a8656cfa655cf205da30e5b
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-db80433cc6df75bc43a5fd7bfa7529a7df8cfe15
Docker pull command (quess): quay.io/biocontainers/mulled-v2-db80433cc6df75bc43a5fd7bfa7529a7df8cfe15:f0e1329252bbc0f36a8656cfa655cf205da30e5b-0

Packages                   : bamcmp=2.2
# packages                 : 1
Mulled name                : bamcmp:2.2
Image Name                 : bamcmp
Version/Tag Name           : 2.2
Quay.io URL                : https://quay.io/repository/biocontainers/bamcmp
Docker pull command (quess): quay.io/biocontainers/bamcmp:2.2-0

Packages                   : ascat=3.0.0,cancerit-allelecount=4.3.0
# packages                 : 2
Mulled name                : mulled-v2-c278c7398beb73294d78639a864352abef2931ce:dfe5aaa885de434adb2b490b68972c5840c6d761
Image Name                 : mulled-v2-c278c7398beb73294d78639a864352abef2931ce
Version/Tag Name           : dfe5aaa885de434adb2b490b68972c5840c6d761
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-c278c7398beb73294d78639a864352abef2931ce
Docker pull command (quess): quay.io/biocontainers/mulled-v2-c278c7398beb73294d78639a864352abef2931ce:dfe5aaa885de434adb2b490b68972c5840c6d761-0

Packages                   : biscuit=1.0.2.20220113,samtools=1.15,samblaster=0.1.26,parallel=20211222
# packages                 : 4
Mulled name                : mulled-v2-db16f1c237a26ea9245cf9924f858974ff321d6e:17fa66297f088a1bc7560b7b90dc273bf23f2d8c
Image Name                 : mulled-v2-db16f1c237a26ea9245cf9924f858974ff321d6e
Version/Tag Name           : 17fa66297f088a1bc7560b7b90dc273bf23f2d8c
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-db16f1c237a26ea9245cf9924f858974ff321d6e
Docker pull command (quess): quay.io/biocontainers/mulled-v2-db16f1c237a26ea9245cf9924f858974ff321d6e:17fa66297f088a1bc7560b7b90dc273bf23f2d8c-0

Packages                   : samtools=1.14.0,bedtools=2.30.0,ucsc-facount=377,python=3.8
# packages                 : 4
Mulled name                : mulled-v2-fc325951871d402a00bdf9d0e712a5b81b8e0cb3:38034b9703d6561a40bcaf2f1ec16f8b158fde97
Image Name                 : mulled-v2-fc325951871d402a00bdf9d0e712a5b81b8e0cb3
Version/Tag Name           : 38034b9703d6561a40bcaf2f1ec16f8b158fde97
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-fc325951871d402a00bdf9d0e712a5b81b8e0cb3
Docker pull command (quess): quay.io/biocontainers/mulled-v2-fc325951871d402a00bdf9d0e712a5b81b8e0cb3:38034b9703d6561a40bcaf2f1ec16f8b158fde97-0

Packages                   : gatk4=4.2.0.0,r-base=4.1,r-ggplot2=3.3.5,datamash=1.1.0
# packages                 : 4
Mulled name                : mulled-v2-097df65180010703ef969c710960ec55c5f7e9b8:173d264245ff60e66d9373e3507dfd54a96dd52e
Image Name                 : mulled-v2-097df65180010703ef969c710960ec55c5f7e9b8
Version/Tag Name           : 173d264245ff60e66d9373e3507dfd54a96dd52e
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-097df65180010703ef969c710960ec55c5f7e9b8
Docker pull command (quess): quay.io/biocontainers/mulled-v2-097df65180010703ef969c710960ec55c5f7e9b8:173d264245ff60e66d9373e3507dfd54a96dd52e-0

Packages                   : pyliftover=0.4,pandas=1.1.5
# packages                 : 2
Mulled name                : mulled-v2-afe3324bf2effca1c6ea39313147c33dd2c3686e:20ba75f8224cb981ed077e2d6a4d0bdf96a5bf2d
Image Name                 : mulled-v2-afe3324bf2effca1c6ea39313147c33dd2c3686e
Version/Tag Name           : 20ba75f8224cb981ed077e2d6a4d0bdf96a5bf2d
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-afe3324bf2effca1c6ea39313147c33dd2c3686e
Docker pull command (quess): quay.io/biocontainers/mulled-v2-afe3324bf2effca1c6ea39313147c33dd2c3686e:20ba75f8224cb981ed077e2d6a4d0bdf96a5bf2d-0

Packages                   : circle-map=1.1.4,biopython=1.77
# packages                 : 2
Mulled name                : mulled-v2-3423532b7f92d89bbf04791d2e48d40cb0a4111e:2a8abad654fa8c270bfcc01eef47487e2573badb
Image Name                 : mulled-v2-3423532b7f92d89bbf04791d2e48d40cb0a4111e
Version/Tag Name           : 2a8abad654fa8c270bfcc01eef47487e2573badb
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-3423532b7f92d89bbf04791d2e48d40cb0a4111e
Docker pull command (quess): quay.io/biocontainers/mulled-v2-3423532b7f92d89bbf04791d2e48d40cb0a4111e:2a8abad654fa8c270bfcc01eef47487e2573badb-0

Packages                   : r-tidyverse=1.3.1,r-rsqlite=2.1.1
# packages                 : 2
Mulled name                : mulled-v2-e5054a4b868f4ffd21311d4e05426694e2c7fb5e:17fe01267c936fedcbd51470941b075c42b08c23
Image Name                 : mulled-v2-e5054a4b868f4ffd21311d4e05426694e2c7fb5e
Version/Tag Name           : 17fe01267c936fedcbd51470941b075c42b08c23
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-e5054a4b868f4ffd21311d4e05426694e2c7fb5e
Docker pull command (quess): quay.io/biocontainers/mulled-v2-e5054a4b868f4ffd21311d4e05426694e2c7fb5e:17fe01267c936fedcbd51470941b075c42b08c23-0

Packages                   : scikit-optimize=0.9.0,matplotlib=3.5.0,pandas=1.3.5
# packages                 : 3
Mulled name                : mulled-v2-4b8b79deff624848550279a662b5948d6508b3b8:687ddd5022e6be71f42d73e904ce0e56aa1c9a14
Image Name                 : mulled-v2-4b8b79deff624848550279a662b5948d6508b3b8
Version/Tag Name           : 687ddd5022e6be71f42d73e904ce0e56aa1c9a14
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-4b8b79deff624848550279a662b5948d6508b3b8
Docker pull command (quess): quay.io/biocontainers/mulled-v2-4b8b79deff624848550279a662b5948d6508b3b8:687ddd5022e6be71f42d73e904ce0e56aa1c9a14-0

Packages                   : r-ampir=1.1.0
# packages                 : 1
Mulled name                : r-ampir:1.1.0
Image Name                 : r-ampir
Version/Tag Name           : 1.1.0
Quay.io URL                : https://quay.io/repository/biocontainers/r-ampir
Docker pull command (quess): quay.io/biocontainers/r-ampir:1.1.0-0

Packages                   : r-base=4.0,r-dplyr=1.0.5,r-readr=1.4.0,r-optparse=1.6.6,bioconductor-singscore=1.10.0
# packages                 : 5
Mulled name                : mulled-v2-4ba25ddb980af37c42ada81fe02785bc9ec0a264:fd1896f69951cb685c17367012009385d3356a3d
Image Name                 : mulled-v2-4ba25ddb980af37c42ada81fe02785bc9ec0a264
Version/Tag Name           : fd1896f69951cb685c17367012009385d3356a3d
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-4ba25ddb980af37c42ada81fe02785bc9ec0a264
Docker pull command (quess): quay.io/biocontainers/mulled-v2-4ba25ddb980af37c42ada81fe02785bc9ec0a264:fd1896f69951cb685c17367012009385d3356a3d-0

Packages                   : python=2.7,pysam=0.17.0,flask=1.1.2,cython=0.29.14,numpy=1.16.6,scipy=1.2.1,matplotlib=2.2.5,mosek::mosek=8.0.60
# packages                 : 8
Mulled name                : mulled-v2-e4ce28f95c8ecbae44279615eb9417eac6ea0435:a4e86eb8f7a079b09d50aebf541291772ea0f931
Image Name                 : mulled-v2-e4ce28f95c8ecbae44279615eb9417eac6ea0435
Version/Tag Name           : a4e86eb8f7a079b09d50aebf541291772ea0f931
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-e4ce28f95c8ecbae44279615eb9417eac6ea0435
Docker pull command (quess): quay.io/biocontainers/mulled-v2-e4ce28f95c8ecbae44279615eb9417eac6ea0435:a4e86eb8f7a079b09d50aebf541291772ea0f931-0

Packages                   : samclip=0.4.0,samtools=1.15
# packages                 : 2
Mulled name                : mulled-v2-d057255d4027721f3ab57f6a599a2ae81cb3cbe3:13051b049b6ae536d76031ba94a0b8e78e364815
Image Name                 : mulled-v2-d057255d4027721f3ab57f6a599a2ae81cb3cbe3
Version/Tag Name           : 13051b049b6ae536d76031ba94a0b8e78e364815
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-d057255d4027721f3ab57f6a599a2ae81cb3cbe3
Docker pull command (quess): quay.io/biocontainers/mulled-v2-d057255d4027721f3ab57f6a599a2ae81cb3cbe3:13051b049b6ae536d76031ba94a0b8e78e364815-0

Packages                   : bowtie2=2.4.5,samtools=1.15,pigz=2.6
# packages                 : 3
Mulled name                : mulled-v2-ac74a7f02cebcfcc07d8e8d1d750af9c83b4d45a:67d2f6bfef729f65a6870792b4467bd70e26b078
Image Name                 : mulled-v2-ac74a7f02cebcfcc07d8e8d1d750af9c83b4d45a
Version/Tag Name           : 67d2f6bfef729f65a6870792b4467bd70e26b078
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-ac74a7f02cebcfcc07d8e8d1d750af9c83b4d45a
Docker pull command (quess): quay.io/biocontainers/mulled-v2-ac74a7f02cebcfcc07d8e8d1d750af9c83b4d45a:67d2f6bfef729f65a6870792b4467bd70e26b078-0

Packages                   : longshot=0.4.1,samtools=1.15
# packages                 : 2
Mulled name                : mulled-v2-e674eb3485b96f6762895eb31d74e2230db5d5bc:f69acc0b50072ac90f3d313a9d6c23487ee55ec3
Image Name                 : mulled-v2-e674eb3485b96f6762895eb31d74e2230db5d5bc
Version/Tag Name           : f69acc0b50072ac90f3d313a9d6c23487ee55ec3
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-e674eb3485b96f6762895eb31d74e2230db5d5bc
Docker pull command (quess): quay.io/biocontainers/mulled-v2-e674eb3485b96f6762895eb31d74e2230db5d5bc:f69acc0b50072ac90f3d313a9d6c23487ee55ec3-0

Packages                   : biopython=1.78,pandas=1.3.5,matplotlib=3.5.1,typer=0.4.1,xlsxwriter=1.4.3
# packages                 : 5
Mulled name                : mulled-v2-80c23cbcd32e2891421c54d1899665046feb07ef:77a31e289d22068839533bf21f8c4248ad274b60
Image Name                 : mulled-v2-80c23cbcd32e2891421c54d1899665046feb07ef
Version/Tag Name           : 77a31e289d22068839533bf21f8c4248ad274b60
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-80c23cbcd32e2891421c54d1899665046feb07ef
Docker pull command (quess): quay.io/biocontainers/mulled-v2-80c23cbcd32e2891421c54d1899665046feb07ef:77a31e289d22068839533bf21f8c4248ad274b60-0

Packages                   : python=3.7,mash=2.0
# packages                 : 2
Mulled name                : mulled-v2-7f933c366aa077c57320ffc29bf8f7e2d0ea9234:5f629bc173b791c6f8ab14071bf3cfd54a598f32
Image Name                 : mulled-v2-7f933c366aa077c57320ffc29bf8f7e2d0ea9234
Version/Tag Name           : 5f629bc173b791c6f8ab14071bf3cfd54a598f32
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-7f933c366aa077c57320ffc29bf8f7e2d0ea9234
Docker pull command (quess): quay.io/biocontainers/mulled-v2-7f933c366aa077c57320ffc29bf8f7e2d0ea9234:5f629bc173b791c6f8ab14071bf3cfd54a598f32-0

Packages                   : python=3.9,matplotlib=3.5.1,pandas=1.3.5,r-sys=3.4,regex=2021.11.10,scipy=1.7.3,biopython=1.79
# packages                 : 7
Mulled name                : mulled-v2-ff46c3f421ca930fcc54e67ab61c8e1bcbddfe22:1ad3da14f705eb0cdff6b5a44fea4909307524b4
Image Name                 : mulled-v2-ff46c3f421ca930fcc54e67ab61c8e1bcbddfe22
Version/Tag Name           : 1ad3da14f705eb0cdff6b5a44fea4909307524b4
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-ff46c3f421ca930fcc54e67ab61c8e1bcbddfe22
Docker pull command (quess): quay.io/biocontainers/mulled-v2-ff46c3f421ca930fcc54e67ab61c8e1bcbddfe22:1ad3da14f705eb0cdff6b5a44fea4909307524b4-0

Packages                   : python=3.7,pandas=1.3.5,tabulate=0.8.9,mash=2.0
# packages                 : 4
Mulled name                : mulled-v2-9422771e6df1a77bc63f53d9f4428f16f50bb217:78bc1e477ae739d7d2d9bdd66e4fd3074dde5974
Image Name                 : mulled-v2-9422771e6df1a77bc63f53d9f4428f16f50bb217
Version/Tag Name           : 78bc1e477ae739d7d2d9bdd66e4fd3074dde5974
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-9422771e6df1a77bc63f53d9f4428f16f50bb217
Docker pull command (quess): quay.io/biocontainers/mulled-v2-9422771e6df1a77bc63f53d9f4428f16f50bb217:78bc1e477ae739d7d2d9bdd66e4fd3074dde5974-0

Packages                   : bamtools=2.5.2,samtools=1.15.1
# packages                 : 2
Mulled name                : mulled-v2-0560a8046fc82aa4338588eca29ff18edab2c5aa:5687a7da26983502d0a8a9a6b05ed727c740ddc4
Image Name                 : mulled-v2-0560a8046fc82aa4338588eca29ff18edab2c5aa
Version/Tag Name           : 5687a7da26983502d0a8a9a6b05ed727c740ddc4
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-0560a8046fc82aa4338588eca29ff18edab2c5aa
Docker pull command (quess): quay.io/biocontainers/mulled-v2-0560a8046fc82aa4338588eca29ff18edab2c5aa:5687a7da26983502d0a8a9a6b05ed727c740ddc4-0

Packages                   : ncbi-datasets-cli,bash
# packages                 : 2
Mulled name                : mulled-v2-75ae9d4148b30bdb52ded4eaea9f234c3962f61d
Image Name                 : mulled-v2-75ae9d4148b30bdb52ded4eaea9f234c3962f61d
Version/Tag Name           : 
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-75ae9d4148b30bdb52ded4eaea9f234c3962f61d
Docker pull command (quess): quay.io/biocontainers/mulled-v2-75ae9d4148b30bdb52ded4eaea9f234c3962f61d-0

Packages                   : bedtools=2.30.0,samtools=1.15.1
# packages                 : 2
Mulled name                : mulled-v2-8186960447c5cb2faa697666dc1e6d919ad23f3e:3127fcae6b6bdaf8181e21a26ae61231030a9fcb
Image Name                 : mulled-v2-8186960447c5cb2faa697666dc1e6d919ad23f3e
Version/Tag Name           : 3127fcae6b6bdaf8181e21a26ae61231030a9fcb
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-8186960447c5cb2faa697666dc1e6d919ad23f3e
Docker pull command (quess): quay.io/biocontainers/mulled-v2-8186960447c5cb2faa697666dc1e6d919ad23f3e:3127fcae6b6bdaf8181e21a26ae61231030a9fcb-0

Packages                   : pysam=0.19.0,samtools=1.15.1
# packages                 : 2
Mulled name                : mulled-v2-57736af1eb98c01010848572c9fec9fff6ffaafd:402e865b8f6af2f3e58c6fc8d57127ff0144b2c7
Image Name                 : mulled-v2-57736af1eb98c01010848572c9fec9fff6ffaafd
Version/Tag Name           : 402e865b8f6af2f3e58c6fc8d57127ff0144b2c7
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-57736af1eb98c01010848572c9fec9fff6ffaafd
Docker pull command (quess): quay.io/biocontainers/mulled-v2-57736af1eb98c01010848572c9fec9fff6ffaafd:402e865b8f6af2f3e58c6fc8d57127ff0144b2c7-0

Packages                   : mirtop=0.4.25,samtools=1.15.1,r-base=4.1.1,r-data.table=1.14.2
# packages                 : 4
Mulled name                : mulled-v2-0c13ef770dd7cc5c76c2ce23ba6669234cf03385:63be019f50581cc5dfe4fc0f73ae50f2d4d661f7
Image Name                 : mulled-v2-0c13ef770dd7cc5c76c2ce23ba6669234cf03385
Version/Tag Name           : 63be019f50581cc5dfe4fc0f73ae50f2d4d661f7
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-0c13ef770dd7cc5c76c2ce23ba6669234cf03385
Docker pull command (quess): quay.io/biocontainers/mulled-v2-0c13ef770dd7cc5c76c2ce23ba6669234cf03385:63be019f50581cc5dfe4fc0f73ae50f2d4d661f7-0

Packages                   : rsem=1.3.3,star=2.7.10a
# packages                 : 2
Mulled name                : mulled-v2-cf0123ef83b3c38c13e3b0696a3f285d3f20f15b:64aad4a4e144878400649e71f42105311be7ed87
Image Name                 : mulled-v2-cf0123ef83b3c38c13e3b0696a3f285d3f20f15b
Version/Tag Name           : 64aad4a4e144878400649e71f42105311be7ed87
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-cf0123ef83b3c38c13e3b0696a3f285d3f20f15b
Docker pull command (quess): quay.io/biocontainers/mulled-v2-cf0123ef83b3c38c13e3b0696a3f285d3f20f15b:64aad4a4e144878400649e71f42105311be7ed87-0

Packages                   : r-base=4.1.2,r-alakazam=1.2.0,r-shazam=1.1.0,r-kableextra=1.3.4,r-knitr=1.33,r-stringr=1.4.0,r-dplyr=1.0.6,r-optparse=1.7.1
# packages                 : 8
Mulled name                : mulled-v2-7da73314bcc47157b442d16c3dcfbe81e75a404f:9bb35f8114dffcd97b3afb5de8587355aca16b66
Image Name                 : mulled-v2-7da73314bcc47157b442d16c3dcfbe81e75a404f
Version/Tag Name           : 9bb35f8114dffcd97b3afb5de8587355aca16b66
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-7da73314bcc47157b442d16c3dcfbe81e75a404f
Docker pull command (quess): quay.io/biocontainers/mulled-v2-7da73314bcc47157b442d16c3dcfbe81e75a404f:9bb35f8114dffcd97b3afb5de8587355aca16b66-0

Packages                   : star=2.7.10a,samtools=1.15.1,gawk=5.1.0
# packages                 : 3
Mulled name                : mulled-v2-1fa26d1ce03c295fe2fdcf85831a92fbcbd7e8c2:afaaa4c6f5b308b4b6aa2dd8e99e1466b2a6b0cd
Image Name                 : mulled-v2-1fa26d1ce03c295fe2fdcf85831a92fbcbd7e8c2
Version/Tag Name           : afaaa4c6f5b308b4b6aa2dd8e99e1466b2a6b0cd
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-1fa26d1ce03c295fe2fdcf85831a92fbcbd7e8c2
Docker pull command (quess): quay.io/biocontainers/mulled-v2-1fa26d1ce03c295fe2fdcf85831a92fbcbd7e8c2:afaaa4c6f5b308b4b6aa2dd8e99e1466b2a6b0cd-0

Packages                   : numpy=1.22.3,pandas=1.4.2,seaborn=0.11.2,deeptools=3.5.1,pysam=0.19.0,pyranges=0.0.115,dask=2022.4.1,upsetplot=0.6.0
# packages                 : 8
Mulled name                : mulled-v2-f42a44964bca5225c7860882e231a7b5488b5485:47ef981087c59f79fdbcab4d9d7316e9ac2e688d
Image Name                 : mulled-v2-f42a44964bca5225c7860882e231a7b5488b5485
Version/Tag Name           : 47ef981087c59f79fdbcab4d9d7316e9ac2e688d
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-f42a44964bca5225c7860882e231a7b5488b5485
Docker pull command (quess): quay.io/biocontainers/mulled-v2-f42a44964bca5225c7860882e231a7b5488b5485:47ef981087c59f79fdbcab4d9d7316e9ac2e688d-0

Packages                   : python=2.7,pysam=0.15.2,flask=1.1.2,cython=0.29.14,numpy=1.16.6,scipy=1.2.1,matplotlib=2.2.5,mosek::mosek=8.0.60,future=0.18.2
# packages                 : 9
Mulled name                : mulled-v2-6eefa51f13933d65b4f8155ca2f8cd81dea474ba:baa777f7c4e89a2ec4d1eab7d424a1f46503bac7
Image Name                 : mulled-v2-6eefa51f13933d65b4f8155ca2f8cd81dea474ba
Version/Tag Name           : baa777f7c4e89a2ec4d1eab7d424a1f46503bac7
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-6eefa51f13933d65b4f8155ca2f8cd81dea474ba
Docker pull command (quess): quay.io/biocontainers/mulled-v2-6eefa51f13933d65b4f8155ca2f8cd81dea474ba:baa777f7c4e89a2ec4d1eab7d424a1f46503bac7-0

Packages                   : dnaio=0.8.1,pysam=0.19.0
# packages                 : 2
Mulled name                : mulled-v2-2996a7d035117c4238b2b801e740a69df21d91e1:6b3ae5f1a97f370227e8134ba3efc0e318b288c3
Image Name                 : mulled-v2-2996a7d035117c4238b2b801e740a69df21d91e1
Version/Tag Name           : 6b3ae5f1a97f370227e8134ba3efc0e318b288c3
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-2996a7d035117c4238b2b801e740a69df21d91e1
Docker pull command (quess): quay.io/biocontainers/mulled-v2-2996a7d035117c4238b2b801e740a69df21d91e1:6b3ae5f1a97f370227e8134ba3efc0e318b288c3-0

Packages                   : cnvkit=0.9.9,samtools=1.15.1
# packages                 : 2
Mulled name                : mulled-v2-780d630a9bb6a0ff2e7b6f730906fd703e40e98f:304d1c5ab610f216e77c61420ebe85f1e7c5968a
Image Name                 : mulled-v2-780d630a9bb6a0ff2e7b6f730906fd703e40e98f
Version/Tag Name           : 304d1c5ab610f216e77c61420ebe85f1e7c5968a
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-780d630a9bb6a0ff2e7b6f730906fd703e40e98f
Docker pull command (quess): quay.io/biocontainers/mulled-v2-780d630a9bb6a0ff2e7b6f730906fd703e40e98f:304d1c5ab610f216e77c61420ebe85f1e7c5968a-0

Packages                   : epytope=3.0.0,gawk=5.1.0,tcsh=6.20.00
# packages                 : 3
Mulled name                : mulled-v2-3774d4f6160bf3a5a53d47875424448104ba6d22:79da0cdeada554621d205f5713988db45f65fb80
Image Name                 : mulled-v2-3774d4f6160bf3a5a53d47875424448104ba6d22
Version/Tag Name           : 79da0cdeada554621d205f5713988db45f65fb80
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-3774d4f6160bf3a5a53d47875424448104ba6d22
Docker pull command (quess): quay.io/biocontainers/mulled-v2-3774d4f6160bf3a5a53d47875424448104ba6d22:79da0cdeada554621d205f5713988db45f65fb80-0

Packages                   : pymuonsuite=0.2.1
# packages                 : 1
Mulled name                : pymuonsuite:0.2.1
Image Name                 : pymuonsuite
Version/Tag Name           : 0.2.1
Quay.io URL                : https://quay.io/repository/biocontainers/pymuonsuite
Docker pull command (quess): quay.io/biocontainers/pymuonsuite:0.2.1-0

Packages                   : muspinsim=1.1.0
# packages                 : 1
Mulled name                : muspinsim:1.1.0
Image Name                 : muspinsim
Version/Tag Name           : 1.1.0
Quay.io URL                : https://quay.io/repository/biocontainers/muspinsim
Docker pull command (quess): quay.io/biocontainers/muspinsim:1.1.0-0

Packages                   : changeo=1.2.0,igblast=1.17.1,wget=1.20.1
# packages                 : 3
Mulled name                : mulled-v2-7d8e418eb73acc6a80daea8e111c94cf19a4ecfd:e7f88c6f7da46a5407f261ca406c050d5bd12dea
Image Name                 : mulled-v2-7d8e418eb73acc6a80daea8e111c94cf19a4ecfd
Version/Tag Name           : e7f88c6f7da46a5407f261ca406c050d5bd12dea
Quay.io URL                : https://quay.io/repository/biocontainers/mulled-v2-7d8e418eb73acc6a80daea8e111c94cf19a4ecfd
Docker pull command (quess): quay.io/biocontainers/mulled-v2-7d8e418eb73acc6a80daea8e111c94cf19a4ecfd:e7f88c6f7da46a5407f261ca406c050d5bd12dea-0

Hope the script and the info above is useful for others that are having trouble figuring out what the image name is for their multi-containers!

[bgruening]

I added some help text to the main readme, hope that helps. https://github.com/BioContainers/multi-package-containers/blob/master/README.md#searching-for-containers

@peterk87 there is already a tool for this. Its called mulled-hash.

> mulled-hash changeo=1.2.0,igblast=1.17.1,wget=1.20.1
mulled-v2-7d8e418eb73acc6a80daea8e111c94cf19a4ecfd:e7f88c6f7da46a5407f261ca406c050d5bd12dea

Please feel free to enhance this tool and get this upstreamed.

I'm closing this one now. Please feel free to open it again if anything is unclear.

[innovate-invent]

I think it has to do with https://pypi.org/project/galaxy-tool-util/ and the mulled-search command that it provides, but I can't actually find any documentation or get it to output anything.

[dstrib]

I have been able to find combinations by pulling this repository, then:
$ cd combinations
$ grep *
Or:
$ grep * | grep

[bgruening]

Hi all, there is some documentation here: https://galaxy-lib.readthedocs.io/en/latest/topics/mulled.html#search-for-containers

A quick example is:

pip install galaxy-tool-util[mulled]

bag@bag:~$ mulled-search -d quay -s bwa samtools
The query returned the following result(s).
LOCATION  NAME                                                VERSION                                     COMMAND
quay      bwa                                                 0.7.3a--hed695b0_5                          docker pull quay.io/biocontainers/bwa:0.7.3a--hed695b0_5
quay      bwa                                                 0.7.8--hed695b0_4                           docker pull quay.io/biocontainers/bwa:0.7.8--hed695b0_4
quay      bwa                                                 0.7.8--hed695b0_5                           docker pull quay.io/biocontainers/bwa:0.7.8--hed695b0_5
quay      bwa                                                 0.7.4--h5bf99c6_4                           docker pull quay.io/biocontainers/bwa:0.7.4--h5bf99c6_4
quay      bwa                                                 0.7.17--ha92aebf_3                          docker pull quay.io/biocontainers/bwa:0.7.17--ha92aebf_3
quay      bwa                                                 0.7.17--hed695b0_6                          docker pull quay.io/biocontainers/bwa:0.7.17--hed695b0_6
quay      bwa                                                 0.7.17--hed695b0_7                          docker pull quay.io/biocontainers/bwa:0.7.17--hed695b0_7
quay      bwa                                                 0.7.8--h84994c4_3                           docker pull quay.io/biocontainers/bwa:0.7.8--h84994c4_3
quay      bwa                                                 0.7.8--1                                    docker pull quay.io/biocontainers/bwa:0.7.8--1
quay      bwa                                                 0.7.4--ha92aebf_0                           docker pull quay.io/biocontainers/bwa:0.7.4--ha92aebf_0
quay      bwa                                                 0.7.3a--h5bf99c6_6                          docker pull quay.io/biocontainers/bwa:0.7.3a--h5bf99c6_6
quay      bwa                                                 0.7.17--h5bf99c6_8                          docker pull quay.io/biocontainers/bwa:0.7.17--h5bf99c6_8
quay      bwa                                                 0.6.2--ha92aebf_2                           docker pull quay.io/biocontainers/bwa:0.6.2--ha92aebf_2
quay      bwa                                                 0.7.8--0                                    docker pull quay.io/biocontainers/bwa:0.7.8--0
quay      bwa                                                 0.7.4--hed695b0_2                           docker pull quay.io/biocontainers/bwa:0.7.4--hed695b0_2
quay      bwa                                                 0.7.4--hed695b0_3                           docker pull quay.io/biocontainers/bwa:0.7.4--hed695b0_3
quay      bwa                                                 0.5.9--0                                    docker pull quay.io/biocontainers/bwa:0.5.9--0
quay      bwa                                                 0.5.9--1                                    docker pull quay.io/biocontainers/bwa:0.5.9--1
quay      bwa                                                 0.7.8--h5bf99c6_6                           docker pull quay.io/biocontainers/bwa:0.7.8--h5bf99c6_6
quay      bwa                                                 0.7.3a--ha92aebf_2                          docker pull quay.io/biocontainers/bwa:0.7.3a--ha92aebf_2
quay      bwa                                                 0.7.8--ha92aebf_2                           docker pull quay.io/biocontainers/bwa:0.7.8--ha92aebf_2
quay      bwa                                                 0.7.13--1                                   docker pull quay.io/biocontainers/bwa:0.7.13--1
quay      bwa                                                 0.7.15--0                                   docker pull quay.io/biocontainers/bwa:0.7.15--0
quay      bwa                                                 0.7.17--h84994c4_5                          docker pull quay.io/biocontainers/bwa:0.7.17--h84994c4_5
quay      bwa                                                 0.7.17--h84994c4_4                          docker pull quay.io/biocontainers/bwa:0.7.17--h84994c4_4
quay      bwa                                                 0.7.15--1                                   docker pull quay.io/biocontainers/bwa:0.7.15--1
quay      bwa                                                 0.7.4--h84994c4_1                           docker pull quay.io/biocontainers/bwa:0.7.4--h84994c4_1
quay      bwa                                                 0.7.17--pl5.22.0_2                          docker pull quay.io/biocontainers/bwa:0.7.17--pl5.22.0_2
quay      bwa                                                 0.7.17--pl5.22.0_1                          docker pull quay.io/biocontainers/bwa:0.7.17--pl5.22.0_1
quay      bwa                                                 0.7.17--pl5.22.0_0                          docker pull quay.io/biocontainers/bwa:0.7.17--pl5.22.0_0
quay      bwa                                                 0.7.3a--0                                   docker pull quay.io/biocontainers/bwa:0.7.3a--0
quay      bwa                                                 0.7.3a--1                                   docker pull quay.io/biocontainers/bwa:0.7.3a--1
quay      bwa                                                 0.7.16--pl5.22.0_0                          docker pull quay.io/biocontainers/bwa:0.7.16--pl5.22.0_0
quay      bwa                                                 0.7.3a--h84994c4_3                          docker pull quay.io/biocontainers/bwa:0.7.3a--h84994c4_3
quay      bwa                                                 0.6.2--1                                    docker pull quay.io/biocontainers/bwa:0.6.2--1
quay      bwa                                                 0.5.9--ha92aebf_2                           docker pull quay.io/biocontainers/bwa:0.5.9--ha92aebf_2
quay      bwa                                                 0.7.3a--h84994c4_4                          docker pull quay.io/biocontainers/bwa:0.7.3a--h84994c4_4
quay      bwa-mem2                                            2.2.1--he513fc3_0                           docker pull quay.io/biocontainers/bwa-mem2:2.2.1--he513fc3_0
quay      bwa-mem2                                            2.2.1--h9a82719_1                           docker pull quay.io/biocontainers/bwa-mem2:2.2.1--h9a82719_1
quay      bwa-mem2                                            2.0--he513fc3_0                             docker pull quay.io/biocontainers/bwa-mem2:2.0--he513fc3_0
quay      bwa-mem2                                            2.0--he513fc3_1                             docker pull quay.io/biocontainers/bwa-mem2:2.0--he513fc3_1
quay      bwa-mem2                                            2.2--he513fc3_0                             docker pull quay.io/biocontainers/bwa-mem2:2.2--he513fc3_0
quay      bwa-mem2                                            2.1--he513fc3_0                             docker pull quay.io/biocontainers/bwa-mem2:2.1--he513fc3_0
quay      samtools                                            1.3.1--2                                    docker pull quay.io/biocontainers/samtools:1.3.1--2
quay      samtools                                            0.1.19--2                                   docker pull quay.io/biocontainers/samtools:0.1.19--2
quay      samtools                                            0.1.19--3                                   docker pull quay.io/biocontainers/samtools:0.1.19--3
quay      samtools                                            1.2                                         docker pull quay.io/biocontainers/samtools:1.2
quay      samtools                                            1.9--h57cc563_7                             docker pull quay.io/biocontainers/samtools:1.9--h57cc563_7
quay      samtools                                            1.0--hdd8ed8b_2                             docker pull quay.io/biocontainers/samtools:1.0--hdd8ed8b_2
quay      samtools                                            1.3.1--h1b8c3c0_8                           docker pull quay.io/biocontainers/samtools:1.3.1--h1b8c3c0_8
quay      samtools                                            1.7--2                                      docker pull quay.io/biocontainers/samtools:1.7--2
quay      samtools                                            1.6--he673b24_3                             docker pull quay.io/biocontainers/samtools:1.6--he673b24_3
quay      samtools                                            1.0--0                                      docker pull quay.io/biocontainers/samtools:1.0--0
quay      samtools                                            1.1--h270b39a_6                             docker pull quay.io/biocontainers/samtools:1.1--h270b39a_6
quay      samtools                                            0.1.12--0                                   docker pull quay.io/biocontainers/samtools:0.1.12--0
quay      samtools                                            1.6--h244ad75_4                             docker pull quay.io/biocontainers/samtools:1.6--h244ad75_4
quay      samtools                                            1.2-0                                       docker pull quay.io/biocontainers/samtools:1.2-0
quay      samtools                                            1.5--0                                      docker pull quay.io/biocontainers/samtools:1.5--0
quay      samtools                                            0.1.13--0                                   docker pull quay.io/biocontainers/samtools:0.1.13--0
quay      samtools                                            0.1.19--hf89b575_7                          docker pull quay.io/biocontainers/samtools:0.1.19--hf89b575_7
quay      samtools                                            0.1.18--h270b39a_11                         docker pull quay.io/biocontainers/samtools:0.1.18--h270b39a_11
quay      samtools                                            1.3--1                                      docker pull quay.io/biocontainers/samtools:1.3--1
quay      samtools                                            1.3--2                                      docker pull quay.io/biocontainers/samtools:1.3--2
quay      samtools                                            1.9--h8571acd_11                            docker pull quay.io/biocontainers/samtools:1.9--h8571acd_11
quay      samtools                                            0.1.19--h94a8ba4_5                          docker pull quay.io/biocontainers/samtools:0.1.19--h94a8ba4_5
quay      samtools                                            0.1.18--hfb9b9cc_10                         docker pull quay.io/biocontainers/samtools:0.1.18--hfb9b9cc_10
quay      samtools                                            0.1.19--h94a8ba4_6                          docker pull quay.io/biocontainers/samtools:0.1.19--h94a8ba4_6
quay      samtools                                            1.9--h57cc563_6                             docker pull quay.io/biocontainers/samtools:1.9--h57cc563_6
quay      samtools                                            1.9--h91753b0_4                             docker pull quay.io/biocontainers/samtools:1.9--h91753b0_4
quay      samtools                                            0.1.19--hfb9b9cc_8                          docker pull quay.io/biocontainers/samtools:0.1.19--hfb9b9cc_8
quay      samtools                                            1.8--h46bd0b3_5                             docker pull quay.io/biocontainers/samtools:1.8--h46bd0b3_5
quay      samtools                                            1.7--0                                      docker pull quay.io/biocontainers/samtools:1.7--0
quay      samtools                                            0.1.12--2                                   docker pull quay.io/biocontainers/samtools:0.1.12--2
quay      samtools                                            0.1.15--0                                   docker pull quay.io/biocontainers/samtools:0.1.15--0
quay      samtools                                            1.8--3                                      docker pull quay.io/biocontainers/samtools:1.8--3
quay      samtools                                            1.9--h8ee4bcc_1                             docker pull quay.io/biocontainers/samtools:1.9--h8ee4bcc_1
quay      samtools                                            1.12--hd5e65b6_0                            docker pull quay.io/biocontainers/samtools:1.12--hd5e65b6_0
quay      samtools                                            1.8--2                                      docker pull quay.io/biocontainers/samtools:1.8--2
quay      samtools                                            1.8--4                                      docker pull quay.io/biocontainers/samtools:1.8--4
quay      samtools                                            1.7--1                                      docker pull quay.io/biocontainers/samtools:1.7--1
quay      samtools                                            1.0--1                                      docker pull quay.io/biocontainers/samtools:1.0--1
quay      samtools                                            1.3--h1b8c3c0_5                             docker pull quay.io/biocontainers/samtools:1.3--h1b8c3c0_5
quay      samtools                                            1.6--h9dace67_6                             docker pull quay.io/biocontainers/samtools:1.6--h9dace67_6
quay      samtools                                            1.1--h94a8ba4_3                             docker pull quay.io/biocontainers/samtools:1.1--h94a8ba4_3
quay      samtools                                            1.10--h9402c20_2                            docker pull quay.io/biocontainers/samtools:1.10--h9402c20_2
quay      samtools                                            1.10--h9402c20_1                            docker pull quay.io/biocontainers/samtools:1.10--h9402c20_1
quay      samtools                                            1.10--h9402c20_0                            docker pull quay.io/biocontainers/samtools:1.10--h9402c20_0
quay      samtools                                            1.3--h80b0bb3_4                             docker pull quay.io/biocontainers/samtools:1.3--h80b0bb3_4
quay      samtools                                            1.3.1--5                                    docker pull quay.io/biocontainers/samtools:1.3.1--5
quay      samtools                                            1.6--0                                      docker pull quay.io/biocontainers/samtools:1.6--0
quay      samtools                                            1.3.1--3                                    docker pull quay.io/biocontainers/samtools:1.3.1--3
quay      samtools                                            1.9--h43f6869_9                             docker pull quay.io/biocontainers/samtools:1.9--h43f6869_9
quay      samtools                                            1.5--2                                      docker pull quay.io/biocontainers/samtools:1.5--2
quay      samtools                                            1.5--1                                      docker pull quay.io/biocontainers/samtools:1.5--1
quay      samtools                                            1.12--h9aed4be_1                            docker pull quay.io/biocontainers/samtools:1.12--h9aed4be_1
quay      samtools                                            1.9--h91753b0_2                             docker pull quay.io/biocontainers/samtools:1.9--h91753b0_2
quay      samtools                                            1.6--hb116620_7                             docker pull quay.io/biocontainers/samtools:1.6--hb116620_7
quay      samtools                                            1.10--h2e538c0_3                            docker pull quay.io/biocontainers/samtools:1.10--h2e538c0_3
quay      samtools                                            1.11--h6270b1f_0                            docker pull quay.io/biocontainers/samtools:1.11--h6270b1f_0
quay      samtools                                            1.6--h244ad75_5                             docker pull quay.io/biocontainers/samtools:1.6--h244ad75_5
quay      samtools                                            1.4.1--0                                    docker pull quay.io/biocontainers/samtools:1.4.1--0
quay      samtools                                            0.1.13--1                                   docker pull quay.io/biocontainers/samtools:0.1.13--1
quay      samtools                                            1.1--hf89b575_4                             docker pull quay.io/biocontainers/samtools:1.1--hf89b575_4
quay      samtools                                            1.3.1--4                                    docker pull quay.io/biocontainers/samtools:1.3.1--4
quay      samtools                                            1.2--0                                      docker pull quay.io/biocontainers/samtools:1.2--0
quay      samtools                                            1.2.rglab--0                                docker pull quay.io/biocontainers/samtools:1.2.rglab--0
quay      samtools                                            1.9--h91753b0_5                             docker pull quay.io/biocontainers/samtools:1.9--h91753b0_5
quay      samtools                                            1.3--h0592bc0_3                             docker pull quay.io/biocontainers/samtools:1.3--h0592bc0_3
quay      samtools                                            1.1--hfb9b9cc_5                             docker pull quay.io/biocontainers/samtools:1.1--hfb9b9cc_5
quay      samtools                                            0.1.16                                      docker pull quay.io/biocontainers/samtools:0.1.16
quay      samtools                                            0.1.14--1                                   docker pull quay.io/biocontainers/samtools:0.1.14--1
quay      samtools                                            0.1.14--0                                   docker pull quay.io/biocontainers/samtools:0.1.14--0
quay      samtools                                            1.13--h8c37831_0                            docker pull quay.io/biocontainers/samtools:1.13--h8c37831_0
quay      samtools                                            1.3.1--h0592bc0_6                           docker pull quay.io/biocontainers/samtools:1.3.1--h0592bc0_6
quay      samtools                                            1.9--h91753b0_8                             docker pull quay.io/biocontainers/samtools:1.9--h91753b0_8
quay      samtools                                            1.14--hb421002_0                            docker pull quay.io/biocontainers/samtools:1.14--hb421002_0
quay      samtools                                            1.9--h8571acd_10                            docker pull quay.io/biocontainers/samtools:1.9--h8571acd_10
quay      samtools                                            1.6--h4da6232_1                             docker pull quay.io/biocontainers/samtools:1.6--h4da6232_1
quay      samtools                                            0.1.12--1                                   docker pull quay.io/biocontainers/samtools:0.1.12--1
quay      samtools                                            1.9--h10a08f8_12                            docker pull quay.io/biocontainers/samtools:1.9--h10a08f8_12
quay      samtools                                            1.4--0                                      docker pull quay.io/biocontainers/samtools:1.4--0
quay      samtools                                            1.9--h91753b0_3                             docker pull quay.io/biocontainers/samtools:1.9--h91753b0_3
quay      samtools                                            1.3.1--h80b0bb3_7                           docker pull quay.io/biocontainers/samtools:1.3.1--h80b0bb3_7
quay      samtools                                            1.9--h46bd0b3_0                             docker pull quay.io/biocontainers/samtools:1.9--h46bd0b3_0
quay      samtools                                            0.1.19--h270b39a_9                          docker pull quay.io/biocontainers/samtools:0.1.19--h270b39a_9
quay      samtools                                            1.6--h02bfda8_2                             docker pull quay.io/biocontainers/samtools:1.6--h02bfda8_2
quay      perl-bio-samtools                                   1.43--pl5321h5bf99c6_2                      docker pull quay.io/biocontainers/perl-bio-samtools:1.43--pl5321h5bf99c6_2
quay      perl-bio-samtools                                   1.43--0                                     docker pull quay.io/biocontainers/perl-bio-samtools:1.43--0
quay      perl-bio-samtools                                   1.43--pl526h1341992_1                       docker pull quay.io/biocontainers/perl-bio-samtools:1.43--pl526h1341992_1
quay      mulled-v2-fe8faa35dbf6dc65a0f7f5d4ea12e31a79f73e40  1476e745a911a5a2ac22207311b275c51e745ba9-0  docker pull quay.io/biocontainers/mulled-v2-fe8faa35dbf6dc65a0f7f5d4ea12e31a79f73e40:1476e745a911a5a2ac22207311b275c51e745ba9-0
quay      mulled-v2-fe8faa35dbf6dc65a0f7f5d4ea12e31a79f73e40  adf6dbcd664c38605c6653b8ffcc270d54faceb9-0  docker pull quay.io/biocontainers/mulled-v2-fe8faa35dbf6dc65a0f7f5d4ea12e31a79f73e40:adf6dbcd664c38605c6653b8ffcc270d54faceb9-0
quay      mulled-v2-fe8faa35dbf6dc65a0f7f5d4ea12e31a79f73e40  23592e4ad15ca2acfca18facab87a1ce22c49da1-0  docker pull quay.io/biocontainers/mulled-v2-fe8faa35dbf6dc65a0f7f5d4ea12e31a79f73e40:23592e4ad15ca2acfca18facab87a1ce22c49da1-0
quay      mulled-v2-fe8faa35dbf6dc65a0f7f5d4ea12e31a79f73e40  66ed1b38d280722529bb8a0167b0cf02f8a0b488-0  docker pull quay.io/biocontainers/mulled-v2-fe8faa35dbf6dc65a0f7f5d4ea12e31a79f73e40:66ed1b38d280722529bb8a0167b0cf02f8a0b488-0
quay      mulled-v2-fe8faa35dbf6dc65a0f7f5d4ea12e31a79f73e40  fd8d2f8772eb08c49919582b0b6d4fd1ae79281b-0  docker pull quay.io/biocontainers/mulled-v2-fe8faa35dbf6dc65a0f7f5d4ea12e31a79f73e40:fd8d2f8772eb08c49919582b0b6d4fd1ae79281b-0
quay      mulled-v2-fe8faa35dbf6dc65a0f7f5d4ea12e31a79f73e40  03dc1d2818d9de56938078b8b78b82d967c1f820-0  docker pull quay.io/biocontainers/mulled-v2-fe8faa35dbf6dc65a0f7f5d4ea12e31a79f73e40:03dc1d2818d9de56938078b8b78b82d967c1f820-0
quay      mulled-v2-fe8faa35dbf6dc65a0f7f5d4ea12e31a79f73e40  eabfac3657eda5818bae4090db989e3d41b01542-0  docker pull quay.io/biocontainers/mulled-v2-fe8faa35dbf6dc65a0f7f5d4ea12e31a79f73e40:eabfac3657eda5818bae4090db989e3d41b01542-0

Anyone interested to write this up for the readme file?

[duanjunhyq]

For me, I tried to find seaborn+pandas using "mulled-search -d quay -s seaborn pandas", but it returned nothing. However, I know these is at least one mulled package for seaborn+pandas. Does anyone have an idea about this? Thanks

[bgruening]

try seaboarn+pandas+python. I think this is what you specified :)

[duanjunhyq]

Thanks @bgruening. I tried seaborn+pandas+python, but it still returned nothing.

(mulled) [~]$ mulled-search -d quay -s seaborn+pandas+python
No results found for that query.

[bgruening]

A correct command looks like that mulled-search -s seaborn pandas python. But you are correct we need to improve the UX here at some point.

Can you try this one please https://quay.io/repository/biocontainers/mulled-v2-d14219255233ee6cacc427e28a7caf8ee42e8c91?tab=tags&tag=latest

[duanjunhyq]

Thanks @bgruening. The image you sent me works well!

[peterk87]

Hi @bgruening

When using galaxy-tool-util==21.9.2 and the search command in your comment, I was unable to produce output listing mulled multi-package containers:

mulled-search -d quay -s bwa samtools output

$ mulled-search -d quay -s bwa samtools
The query returned the following result(s).
LOCATION  NAME      VERSION              COMMAND
quay      samtools  1.15.1--h1170115_0   docker pull quay.io/biocontainers/samtools:1.15.1--h1170115_0
quay      samtools  0.1.19--h20b1175_10  docker pull quay.io/biocontainers/samtools:0.1.19--h20b1175_10
quay      samtools  0.1.18--h20b1175_12  docker pull quay.io/biocontainers/samtools:0.1.18--h20b1175_12
quay      samtools  1.6--hcd7b337_9      docker pull quay.io/biocontainers/samtools:1.6--hcd7b337_9
quay      samtools  1.3.1--h9071d68_10   docker pull quay.io/biocontainers/samtools:1.3.1--h9071d68_10
quay      samtools  1.3--h9071d68_7      docker pull quay.io/biocontainers/samtools:1.3--h9071d68_7
quay      samtools  1.15--h1170115_1     docker pull quay.io/biocontainers/samtools:1.15--h1170115_1
quay      samtools  1.15--h3843a85_0     docker pull quay.io/biocontainers/samtools:1.15--h3843a85_0
quay      samtools  1.3.1--h41a57b0_9    docker pull quay.io/biocontainers/samtools:1.3.1--h41a57b0_9
quay      samtools  1.1--h20b1175_7      docker pull quay.io/biocontainers/samtools:1.1--h20b1175_7
quay      samtools  1.6--h3f2fef4_8      docker pull quay.io/biocontainers/samtools:1.6--h3f2fef4_8
quay      samtools  1.3--h41a57b0_6      docker pull quay.io/biocontainers/samtools:1.3--h41a57b0_6
quay      samtools  1.14--hb421002_0     docker pull quay.io/biocontainers/samtools:1.14--hb421002_0
quay      samtools  1.2--0               docker pull quay.io/biocontainers/samtools:1.2--0
quay      samtools  1.13--h8c37831_0     docker pull quay.io/biocontainers/samtools:1.13--h8c37831_0
quay      samtools  0.1.19--h270b39a_9   docker pull quay.io/biocontainers/samtools:0.1.19--h270b39a_9
quay      samtools  1.3.1--h1b8c3c0_8    docker pull quay.io/biocontainers/samtools:1.3.1--h1b8c3c0_8
quay      samtools  1.12--h9aed4be_1     docker pull quay.io/biocontainers/samtools:1.12--h9aed4be_1
quay      samtools  1.3--h1b8c3c0_5      docker pull quay.io/biocontainers/samtools:1.3--h1b8c3c0_5
quay      samtools  1.6--hb116620_7      docker pull quay.io/biocontainers/samtools:1.6--hb116620_7
quay      samtools  1.1--h270b39a_6      docker pull quay.io/biocontainers/samtools:1.1--h270b39a_6
quay      samtools  0.1.18--h270b39a_11  docker pull quay.io/biocontainers/samtools:0.1.18--h270b39a_11
quay      samtools  1.12--hd5e65b6_0     docker pull quay.io/biocontainers/samtools:1.12--hd5e65b6_0
quay      samtools  0.1.16               docker pull quay.io/biocontainers/samtools:0.1.16
quay      samtools  0.1.18--hfb9b9cc_10  docker pull quay.io/biocontainers/samtools:0.1.18--hfb9b9cc_10
quay      samtools  1.11--h6270b1f_0     docker pull quay.io/biocontainers/samtools:1.11--h6270b1f_0
quay      samtools  0.1.19--hfb9b9cc_8   docker pull quay.io/biocontainers/samtools:0.1.19--hfb9b9cc_8
quay      samtools  1.10--h2e538c0_3     docker pull quay.io/biocontainers/samtools:1.10--h2e538c0_3
quay      samtools  1.1--hfb9b9cc_5      docker pull quay.io/biocontainers/samtools:1.1--hfb9b9cc_5
quay      samtools  1.6--h9dace67_6      docker pull quay.io/biocontainers/samtools:1.6--h9dace67_6
quay      samtools  0.1.19--hf89b575_7   docker pull quay.io/biocontainers/samtools:0.1.19--hf89b575_7
quay      samtools  1.3.1--h80b0bb3_7    docker pull quay.io/biocontainers/samtools:1.3.1--h80b0bb3_7
quay      samtools  1.3--h80b0bb3_4      docker pull quay.io/biocontainers/samtools:1.3--h80b0bb3_4
quay      samtools  1.3--h0592bc0_3      docker pull quay.io/biocontainers/samtools:1.3--h0592bc0_3
quay      samtools  1.2                  docker pull quay.io/biocontainers/samtools:1.2
quay      samtools  1.2-0                docker pull quay.io/biocontainers/samtools:1.2-0
quay      samtools  1.10--h9402c20_2     docker pull quay.io/biocontainers/samtools:1.10--h9402c20_2
quay      samtools  1.10--h9402c20_1     docker pull quay.io/biocontainers/samtools:1.10--h9402c20_1
quay      samtools  1.10--h9402c20_0     docker pull quay.io/biocontainers/samtools:1.10--h9402c20_0
quay      samtools  1.3.1--h0592bc0_6    docker pull quay.io/biocontainers/samtools:1.3.1--h0592bc0_6
quay      samtools  1.6--h244ad75_5      docker pull quay.io/biocontainers/samtools:1.6--h244ad75_5
quay      samtools  1.9--h10a08f8_12     docker pull quay.io/biocontainers/samtools:1.9--h10a08f8_12
quay      samtools  1.1--hf89b575_4      docker pull quay.io/biocontainers/samtools:1.1--hf89b575_4
quay      samtools  1.6--h244ad75_4      docker pull quay.io/biocontainers/samtools:1.6--h244ad75_4
quay      samtools  0.1.19--h94a8ba4_6   docker pull quay.io/biocontainers/samtools:0.1.19--h94a8ba4_6
quay      samtools  1.1--h94a8ba4_3      docker pull quay.io/biocontainers/samtools:1.1--h94a8ba4_3
quay      samtools  1.9--h8571acd_11     docker pull quay.io/biocontainers/samtools:1.9--h8571acd_11
quay      samtools  1.6--he673b24_3      docker pull quay.io/biocontainers/samtools:1.6--he673b24_3
quay      samtools  1.9--h8571acd_10     docker pull quay.io/biocontainers/samtools:1.9--h8571acd_10
quay      samtools  1.9--h43f6869_9      docker pull quay.io/biocontainers/samtools:1.9--h43f6869_9
quay      samtools  1.9--h91753b0_8      docker pull quay.io/biocontainers/samtools:1.9--h91753b0_8
quay      samtools  1.9--h57cc563_7      docker pull quay.io/biocontainers/samtools:1.9--h57cc563_7
quay      samtools  1.9--h57cc563_6      docker pull quay.io/biocontainers/samtools:1.9--h57cc563_6
quay      samtools  0.1.19--h94a8ba4_5   docker pull quay.io/biocontainers/samtools:0.1.19--h94a8ba4_5
quay      samtools  1.9--h91753b0_5      docker pull quay.io/biocontainers/samtools:1.9--h91753b0_5
quay      samtools  1.9--h91753b0_4      docker pull quay.io/biocontainers/samtools:1.9--h91753b0_4
quay      samtools  1.9--h91753b0_3      docker pull quay.io/biocontainers/samtools:1.9--h91753b0_3
quay      samtools  1.9--h91753b0_2      docker pull quay.io/biocontainers/samtools:1.9--h91753b0_2
quay      samtools  1.6--h02bfda8_2      docker pull quay.io/biocontainers/samtools:1.6--h02bfda8_2
quay      samtools  1.9--h8ee4bcc_1      docker pull quay.io/biocontainers/samtools:1.9--h8ee4bcc_1
quay      samtools  1.9--h46bd0b3_0      docker pull quay.io/biocontainers/samtools:1.9--h46bd0b3_0
quay      samtools  1.6--h4da6232_1      docker pull quay.io/biocontainers/samtools:1.6--h4da6232_1
quay      samtools  1.8--h46bd0b3_5      docker pull quay.io/biocontainers/samtools:1.8--h46bd0b3_5
quay      samtools  1.0--hdd8ed8b_2      docker pull quay.io/biocontainers/samtools:1.0--hdd8ed8b_2
quay      samtools  1.8--4               docker pull quay.io/biocontainers/samtools:1.8--4
quay      samtools  1.8--3               docker pull quay.io/biocontainers/samtools:1.8--3
quay      samtools  1.8--2               docker pull quay.io/biocontainers/samtools:1.8--2
quay      samtools  1.2.rglab--0         docker pull quay.io/biocontainers/samtools:1.2.rglab--0
quay      samtools  1.7--2               docker pull quay.io/biocontainers/samtools:1.7--2
quay      samtools  1.0--1               docker pull quay.io/biocontainers/samtools:1.0--1
quay      samtools  0.1.19--3            docker pull quay.io/biocontainers/samtools:0.1.19--3
quay      samtools  0.1.12--2            docker pull quay.io/biocontainers/samtools:0.1.12--2
quay      samtools  0.1.14--1            docker pull quay.io/biocontainers/samtools:0.1.14--1
quay      samtools  0.1.13--1            docker pull quay.io/biocontainers/samtools:0.1.13--1
quay      samtools  1.7--1               docker pull quay.io/biocontainers/samtools:1.7--1
quay      samtools  1.7--0               docker pull quay.io/biocontainers/samtools:1.7--0
quay      samtools  0.1.12--1            docker pull quay.io/biocontainers/samtools:0.1.12--1
quay      samtools  1.6--0               docker pull quay.io/biocontainers/samtools:1.6--0
quay      samtools  0.1.13--0            docker pull quay.io/biocontainers/samtools:0.1.13--0
quay      samtools  0.1.15--0            docker pull quay.io/biocontainers/samtools:0.1.15--0
quay      samtools  0.1.12--0            docker pull quay.io/biocontainers/samtools:0.1.12--0
quay      samtools  0.1.14--0            docker pull quay.io/biocontainers/samtools:0.1.14--0
quay      samtools  1.5--2               docker pull quay.io/biocontainers/samtools:1.5--2
quay      samtools  1.5--1               docker pull quay.io/biocontainers/samtools:1.5--1
quay      samtools  1.5--0               docker pull quay.io/biocontainers/samtools:1.5--0
quay      samtools  1.4.1--0             docker pull quay.io/biocontainers/samtools:1.4.1--0
quay      samtools  1.4--0               docker pull quay.io/biocontainers/samtools:1.4--0
quay      samtools  0.1.19--2            docker pull quay.io/biocontainers/samtools:0.1.19--2
quay      samtools  1.3--2               docker pull quay.io/biocontainers/samtools:1.3--2
quay      samtools  1.3.1--5             docker pull quay.io/biocontainers/samtools:1.3.1--5
quay      samtools  1.3.1--4             docker pull quay.io/biocontainers/samtools:1.3.1--4
quay      samtools  1.3.1--3             docker pull quay.io/biocontainers/samtools:1.3.1--3
quay      samtools  1.3.1--2             docker pull quay.io/biocontainers/samtools:1.3.1--2
quay      samtools  1.0--0               docker pull quay.io/biocontainers/samtools:1.0--0
quay      samtools  1.3--1               docker pull quay.io/biocontainers/samtools:1.3--1

When trying to use the same API for quay.io as the mulled-search tools (https://github.com/galaxyproject/galaxy/blob/a972d234c290e13bdbc616e426ad1b3be49ac644/lib/galaxy/tool_util/deps/mulled/mulled_search.py#L35), I notice that I am only getting 100 results from that API URL with a link to the next page, however, I am not seeing any handling of this in the tool code, which appears to be assuming that the full list of repositories is being returned by the API.

{
  "repositories": [{"100": "repos only"},
  "next_page": "gAAAAABilO179Su1xqwOJQ2r9YxmexUmt3c-RHjrDCC2ih-YhrGACYvQF46avBstLp2W4V5idiT360iaAjsjn1H1jGmlli1kKQCyyAsE4NXtmp7uCkYOI0RLbrTtPYg8NzDwEfX7MZS3p7weIFJJ0mQRpyc9bOMSGA=="
}

It looks like there is a next_page HTTP param for the https://quay.io/api/v1/repository endpoint (https://docs.quay.io/api/swagger/#!/repository/listRepos)

On a related note, I am unable to find info for single packages with mulled-search that should exist on quay.io such as Mappy (https://quay.io/repository/biocontainers/mappy?tab=tags&tag=latest):

 $ mulled-search -d quay -s mappy
No results found for that query.

---

Is there an alternative way to search for which tool combos map to which hashes/multi-package containers? e.g something like the hash.tsv file with an extra column?

Thanks!