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update to new versions capture for checkm2 databasedownload and checkm2 predict#9744

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mashehu merged 21 commits intonf-core:masterfrom
eit-maxlcummins:checkm2_versions
Feb 3, 2026
Merged

update to new versions capture for checkm2 databasedownload and checkm2 predict#9744
mashehu merged 21 commits intonf-core:masterfrom
eit-maxlcummins:checkm2_versions

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@eit-maxlcummins
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Updating checkm2 modules to migrate versions to topic channels.

Also fixed a bug with checkm2/databasedownload that causes zenodo to block the user agent model and causes tests to fail. Tests fail even with main branch.

PR checklist

  • This comment contains a description of changes (with reason).
  • If you've fixed a bug or added code that should be tested, add tests!
  • [-] If you've added a new tool - have you followed the module conventions in the contribution docs
  • [-] If necessary, include test data in your PR.
  • [-] Remove all TODO statements.
  • Broadcast software version numbers to topic: versions - See version_topics
  • Follow the naming conventions.
  • [-] Follow the parameters requirements.
  • Follow the input/output options guidelines.
  • [-] Add a resource label
  • [-] Use BioConda and BioContainers if possible to fulfil software requirements.
  • Ensure that the test works with either Docker / Singularity. Conda CI tests can be quite flaky:
    • For modules:
      • [-] nf-core modules test <MODULE> --profile docker
      • nf-core modules test <MODULE> --profile singularity
      • nf-core modules test <MODULE> --profile conda
    • For subworkflows:
      • nf-core subworkflows test <SUBWORKFLOW> --profile docker
      • nf-core subworkflows test <SUBWORKFLOW> --profile singularity
      • nf-core subworkflows test <SUBWORKFLOW> --profile conda

assertAll(
{ assert process.success },
{ assert snapshot(process.out.versions).match() },
{ assert snapshot(process.out.findAll { key, val -> key.startsWith('versions') }).match() },
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Any specific reason why process.out.database is not captured?

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@eit-maxlcummins eit-maxlcummins Jan 30, 2026

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Local dev now captures database via this assertion:

{ assert path(process.out.database.get(0).get(1)).exists() },

Unable to snapshot the file as its 16gb.

Open to other suggestions re assertions for the database

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Once tests pass and snapshots are updated for this and other subworkflows/module setups which use checkm2 I will update the PR

@eit-maxlcummins
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An update - Ongoing dev required here - Zenodo now blocks CheckM2 database downloads via aria2c default --user-agent. Seems to happen inconsistently, but often attempts to download are met with status 403

  01/29 22:03:15 [[1;32mNOTICE[0m] Downloading 1 item(s)
  
  01/29 22:03:16 [[1;31mERROR[0m] CUID#7 - Download aborted. URI=https://zenodo.org/records/14897628/files/checkm2_database.tar.gz
  Exception: [AbstractCommand.cc:351] errorCode=22 URI=https://zenodo.org/records/14897628/files/checkm2_database.tar.gz
    -> [HttpSkipResponseCommand.cc:239] errorCode=22 The response status is not successful. status=403

Hope to get this wrapped up today but it has been a bit of a process

@mashehu
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mashehu commented Jan 30, 2026

how big is the data? can it be added to https://github.com/nf-core/test-datasets/ ?

@eit-maxlcummins
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how big is the data? can it be added to https://github.com/nf-core/test-datasets/ ?

16GB, so it cant go on test-datasets

@eit-maxlcummins
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Iteration time is super slow for testing etc because it has to download the 16gb file.

Additionally, the user agent mode which works is via wget - the default which gets blocked by zenodo parallelizes the download.

WGET takes 15-30 minutes to download this database, but doesnt get blocked by zenodo

@mashehu
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mashehu commented Jan 30, 2026

any way to make this database smaller to make testing easier?

@eit-maxlcummins
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any way to make this database smaller to make testing easier?

Well theres two modules - one is to download the database and one to run. In theory we could potentially make the checkm2 run module use a test one, but this doesnt help the checkm2/databasedownload module

@mashehu
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mashehu commented Jan 30, 2026

looks like other nf-core people are already on the case: nf-core/mag#915
we could maybe host it in our s3 bucket if you ask nicely on https://nfcore.slack.com/archives/C09H6NYHR9T 🙂

@eit-maxlcummins
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Don't really understand how I can get these remaining tests to pass/why they are failing in the first place @mashehu

@mashehu
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mashehu commented Feb 2, 2026

the CI picks up all differences between master and your branch, so if other branches were merged into master they appear as tests in your PR until you update your branch again. Fixed it for you

@eit-maxlcummins
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That makes sense. Thanks! all passing now :)

@jdc-eit jdc-eit requested a review from mashehu February 3, 2026 00:52
@eit-maxlcummins
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Tests are a bit iffy. They have passed now but I dont think they are particularly stable, potentially due to rate-limiting from zenodo - see https://blog.zenodo.org/2026/01/28/2026-01-28-improvements-and-support-expectations/

Now the database is also available at s3://nf-core-awsmegatests/mag/full_test_data/CheckM2_database/14897628/uniref100.KO.1.dmnd

Should we tweak to use the nf-core aws database?

(nf-core-dev) ubuntu@max-cummins:/mnt/blockvolume/nf-core/modules_contribution/versionathon_extra_modules/modules$ nf-core modules test checkm2/databasedownload --profile docker


                                          ,--./,-.
          ___     __   __   __   ___     /,-._.--~\ 
    |\ | |__  __ /  ` /  \ |__) |__         }  {
    | \| |       \__, \__/ |  \ |___     \`-._,-`-,
                                          `._,._,'

    nf-core/tools version 3.6.0.dev0 - https://nf-co.re


INFO     Generating nf-test snapshot                                                                                                                                                                                              
╭──────────────────────────────────────────────────────────────────────────────────────────────────────── nf-test output ────────────────────────────────────────────────────────────────────────────────────────────────────────╮
│                                                                                                                                                                                                                                │
│ 🚀 nf-test 0.9.3                                                                                                                                                                                                               │
│ https://www.nf-test.com                                                                                                                                                                                                        │
│ (c) 2021 - 2024 Lukas Forer and Sebastian Schoenherr                                                                                                                                                                           │
│                                                                                                                                                                                                                                │
│ Load .nf-test/plugins/nft-anndata/0.1.0/nft-anndata-0.1.0.jar                                                                                                                                                                  │
│ Load .nf-test/plugins/nft-bam/0.6.0/nft-bam-0.6.0.jar                                                                                                                                                                          │
│ Load .nf-test/plugins/nft-csv/0.1.0/nft-csv-0.1.0.jar                                                                                                                                                                          │
│ Load .nf-test/plugins/nft-compress/0.1.0/nft-compress-0.1.0.jar                                                                                                                                                                │
│ Load .nf-test/plugins/nft-fastq/0.0.1/nft-fastq-0.0.1.jar                                                                                                                                                                      │
│ Load .nf-test/plugins/nft-utils/0.0.7/nft-utils-0.0.7.jar                                                                                                                                                                      │
│ Load .nf-test/plugins/nft-vcf/1.0.7/nft-vcf-1.0.7.jar                                                                                                                                                                          │
│                                                                                                                                                                                                                                │
│ Test Process CHECKM2_DATABASEDOWNLOAD                                                                                                                                                                                          │
│                                                                                                                                                                                                                                │
│   Test [411d2249] 'test_checkm2_databasedownload' PASSED (210.076s)                                                                                                                                                            │
│   Test [c3f0e706] 'test_checkm2_databasedownload - stub' PASSED (5.73s)                                                                                                                                                        │
│                                                                                                                                                                                                                                │
│ Test Process CHECKM2_PREDICT                                                                                                                                                                                                   │
│                                                                                                                                                                                                                                │
│   Test [915ac50a] 'test_checkm2_predict' PASSED (1503.935s)                                                                                                                                                                    │
│   Test [8ac6b352] 'test_checkm2_predict - stub' PASSED (23.587s)                                                                                                                                                               │
│                                                                                                                                                                                                                                │
│                                                                                                                                                                                                                                │
│ SUCCESS: Executed 4 tests in 1743.88s                                                                                                                                                                                          │
│                                                                                                                                                                                                                                │
╰────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯
INFO     Generating nf-test snapshot again to check stability                                                                                                                                                                     
╭──────────────────────────────────────────────────────────────────────────────────────────────────────── nf-test output ────────────────────────────────────────────────────────────────────────────────────────────────────────╮
│                                                                                                                                                                                                                                │
│ 🚀 nf-test 0.9.3                                                                                                                                                                                                               │
│ https://www.nf-test.com                                                                                                                                                                                                        │
│ (c) 2021 - 2024 Lukas Forer and Sebastian Schoenherr                                                                                                                                                                           │
│                                                                                                                                                                                                                                │
│ Load .nf-test/plugins/nft-anndata/0.1.0/nft-anndata-0.1.0.jar                                                                                                                                                                  │
│ Load .nf-test/plugins/nft-bam/0.6.0/nft-bam-0.6.0.jar                                                                                                                                                                          │
│ Load .nf-test/plugins/nft-csv/0.1.0/nft-csv-0.1.0.jar                                                                                                                                                                          │
│ Load .nf-test/plugins/nft-compress/0.1.0/nft-compress-0.1.0.jar                                                                                                                                                                │
│ Load .nf-test/plugins/nft-fastq/0.0.1/nft-fastq-0.0.1.jar                                                                                                                                                                      │
│ Load .nf-test/plugins/nft-utils/0.0.7/nft-utils-0.0.7.jar                                                                                                                                                                      │
│ Load .nf-test/plugins/nft-vcf/1.0.7/nft-vcf-1.0.7.jar                                                                                                                                                                          │
│                                                                                                                                                                                                                                │
│ Test Process CHECKM2_DATABASEDOWNLOAD                                                                                                                                                                                          │
│                                                                                                                                                                                                                                │
│   Test [411d2249] 'test_checkm2_databasedownload' FAILED (144.162s)                                                                                                                                                            │
│                                                                                                                                                                                                                                │
│   Assertion failed:                                                                                                                                                                                                            │
│                                                                                                                                                                                                                                │
│   3 of 3 assertions failed                                                                                                                                                                                                     │
│                                                                                                                                                                                                                                │
│   Nextflow stdout:                                                                                                                                                                                                             │
│                                                                                                                                                                                                                                │
│   ERROR ~ Error executing process > 'CHECKM2_DATABASEDOWNLOAD'                                                                                                                                                                 │
│                                                                                                                                                                                                                                │
│   Caused by:                                                                                                                                                                                                                   │
│     Connection timed out -- Check script '/mnt/blockvolume/nf-core/modules_contribution/versionathon_extra_modules/modules/modules/nf-core/checkm2/databasedownload/main.nf' at line: 8                                        │
│                                                                                                                                                                                                                                │
│                                                                                                                                                                                                                                │
│   Source block:                                                                                                                                                                                                                │
│     def args = task.ext.args ?: ''                                                                                                                                                                                             │
│     if( !args.contains('--user-agent') ) {                                                                                                                                                                                     │
│         args = args ? "${args} --user-agent=\"Wget/1.21.4\"" : '--user-agent="Wget/1.21.4"'                                                                                                                                    │
│     }                                                                                                                                                                                                                          │
│     zenodo_id  = db_zenodo_id ?: 14897628                                                                                                                                                                                      │
│     api_data   = downloadZenodoApiEntry(zenodo_id)                                                                                                                                                                             │
│     db_version = api_data.metadata.version                                                                                                                                                                                     │
│     checksum   = api_data.files[0].checksum.replaceFirst(/^md5:/, "md5=")                                                                                                                                                      │
│     meta       = [id: 'checkm2_db', version: db_version]                                                                                                                                                                       │
│     """                                                                                                                                                                                                                        │
│     # Automatic download is broken when using singularity/apptainer (https://github.com/chklovski/CheckM2/issues/73)                                                                                                           │
│     # So it's necessary to download the database manually                                                                                                                                                                      │
│     aria2c \                                                                                                                                                                                                                   │
│         ${args} \                                                                                                                                                                                                              │
│         --checksum ${checksum} \                                                                                                                                                                                               │
│         https://zenodo.org/records/${zenodo_id}/files/checkm2_database.tar.gz                                                                                                                                                  │
│                                                                                                                                                                                                                                │
│     tar -xzf checkm2_database.tar.gz                                                                                                                                                                                           │
│     db_path=\$(find -name *.dmnd)                                                                                                                                                                                              │
│     mv \$db_path checkm2_db_v${db_version}.dmnd                                                                                                                                                                                │
│                                                                                                                                                                                                                                │
│     # cleanup                                                                                                                                                                                                                  │
│     rm -f checkm2_database.tar.gz                                                                                                                                                                                              │
│     """                                                                                                                                                                                                                        │
│                                                                                                                                                                                                                                │
│   Container:                                                                                                                                                                                                                   │
│     community.wave.seqera.io/library/aria2:1.37.0--3a9ec328469995dd                                                                                                                                                            │
│                                                                                                                                                                                                                                │
│   Tip: view the complete command output by changing to the process work dir and entering the command `cat .command.out`                                                                                                        │
│                                                                                                                                                                                                                                │
│    -- Check '/mnt/blockvolume/nf-core/modules_contribution/versionathon_extra_modules/modules/.nf-test/tests/411d2249f2a241a7edea15bc2a6ac277/meta/nextflow.log' file for details                                              │
│   Nextflow stderr:                                                                                                                                                                                                             │
│                                                                                                                                                                                                                                │
│   Nextflow 25.10.3 is available - Please consider updating your version to it                                                                                                                                                  │
│                                                                                                                                                                                                                                │
│                                                                                                                                                                                                                                │
│   Test [c3f0e706] 'test_checkm2_databasedownload - stub' PASSED (10.624s)                                                                                                                                                      │
│     Obsolete snapshots can only be checked if all tests of a file are executed successful.                                                                                                                                     │
│                                                                                                                                                                                                                                │
│ Test Process CHECKM2_PREDICT                                                                                                                                                                                                   │
│                                                                                                                                                                                                                                │
│   Test [915ac50a] 'test_checkm2_predict' FAILED (144.352s)                                                                                                                                                                     │
│                                                                                                                                                                                                                                │
│   Assertion failed:                                                                                                                                                                                                            │
│                                                                                                                                                                                                                                │
│   2 of 2 assertions failed                                                                                                                                                                                                     │
│                                                                                                                                                                                                                                │
│   Nextflow stdout:                                                                                                                                                                                                             │
│                                                                                                                                                                                                                                │
│   ERROR ~ Error executing process > 'CHECKM2_DATABASEDOWNLOAD'                                                                                                                                                                 │
│                                                                                                                                                                                                                                │
│   Caused by:                                                                                                                                                                                                                   │
│     Connection timed out -- Check script '/mnt/blockvolume/nf-core/modules_contribution/versionathon_extra_modules/modules/modules/nf-core/checkm2/databasedownload/main.nf' at line: 8                                        │
│                                                                                                                                                                                                                                │
│                                                                                                                                                                                                                                │
│   Source block:                                                                                                                                                                                                                │
│     def args = task.ext.args ?: ''                                                                                                                                                                                             │
│     if( !args.contains('--user-agent') ) {                                                                                                                                                                                     │
│         args = args ? "${args} --user-agent=\"Wget/1.21.4\"" : '--user-agent="Wget/1.21.4"'                                                                                                                                    │
│     }                                                                                                                                                                                                                          │
│     zenodo_id  = db_zenodo_id ?: 14897628                                                                                                                                                                                      │
│     api_data   = downloadZenodoApiEntry(zenodo_id)                                                                                                                                                                             │
│     db_version = api_data.metadata.version                                                                                                                                                                                     │
│     checksum   = api_data.files[0].checksum.replaceFirst(/^md5:/, "md5=")                                                                                                                                                      │
│     meta       = [id: 'checkm2_db', version: db_version]                                                                                                                                                                       │
│     """                                                                                                                                                                                                                        │
│     # Automatic download is broken when using singularity/apptainer (https://github.com/chklovski/CheckM2/issues/73)                                                                                                           │
│     # So it's necessary to download the database manually                                                                                                                                                                      │
│     aria2c \                                                                                                                                                                                                                   │
│         ${args} \                                                                                                                                                                                                              │
│         --checksum ${checksum} \                                                                                                                                                                                               │
│         https://zenodo.org/records/${zenodo_id}/files/checkm2_database.tar.gz                                                                                                                                                  │
│                                                                                                                                                                                                                                │
│     tar -xzf checkm2_database.tar.gz                                                                                                                                                                                           │
│     db_path=\$(find -name *.dmnd)                                                                                                                                                                                              │
│     mv \$db_path checkm2_db_v${db_version}.dmnd                                                                                                                                                                                │
│                                                                                                                                                                                                                                │
│     # cleanup                                                                                                                                                                                                                  │
│     rm -f checkm2_database.tar.gz                                                                                                                                                                                              │
│     """                                                                                                                                                                                                                        │
│                                                                                                                                                                                                                                │
│   Container:                                                                                                                                                                                                                   │
│     community.wave.seqera.io/library/aria2:1.37.0--3a9ec328469995dd                                                                                                                                                            │
│                                                                                                                                                                                                                                │
│   Tip: you can try to figure out what's wrong by changing to the process work dir and showing the script file named `.command.sh`                                                                                              │
│                                                                                                                                                                                                                                │
│    -- Check '/mnt/blockvolume/nf-core/modules_contribution/versionathon_extra_modules/modules/.nf-test/tests/915ac50a5592a7301f151d3a62aa8fc1/meta/nextflow.log' file for details                                              │
│   Nextflow stderr:                                                                                                                                                                                                             │
│                                                                                                                                                                                                                                │
│   Nextflow 25.10.3 is available - Please consider updating your version to it                                                                                                                                                  │
│                                                                                                                                                                                                                                │
│                                                                                                                                                                                                                                │
│   Test [8ac6b352] 'test_checkm2_predict - stub' PASSED (23.141s)                                                                                                                                                               │
│     Obsolete snapshots can only be checked if all tests of a file are executed successful.                                                                                                                                     │
│                                                                                                                                                                                                                                │
│                                                                                                                                                                                                                                │
│ FAILURE: Executed 4 tests in 323.515s (2 failed)                                                                                                                                                                               │
│                                                                                                                                                                                                                                │
╰────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯
╭──────────────────────────────────────────────────────────────────────────────────────────────────────── nf-test error ─────────────────────────────────────────────────────────────────────────────────────────────────────────╮
│ Assertion failed:                                                                                                                                                                                                              │
│                                                                                                                                                                                                                                │
│ assert process.success                                                                                                                                                                                                         │
│        |       |                                                                                                                                                                                                               │
│        |       false                                                                                                                                                                                                           │
│        CHECKM2_DATABASEDOWNLOAD                                                                                                                                                                                                │
│                                                                                                                                                                                                                                │
│ java.lang.ArrayIndexOutOfBoundsException: Array index out of range: 0                                                                                                                                                          │
│ java.lang.RuntimeException: Different Snapshot:                                                                                                                                                                                │
│ --- /tmp/expected5695123690649215176jso +++ /tmp/found7040896856120000380json                                                                                                                                    │
│ n                                                                                                                                                                                                                 │
│ @@ -1,11 @@                             @@ +1,7 @@                                                                                                                                                               │
│    1 [                                    1 [                                                                                                                                                                                  │
│    2     {                                2     {                                                                                                                                                                              │
│    3         "versions_checkm2_database   3         "versions_checkm2_databased                                                                                                                                          │
│ download": [                            ownload": [                                                                                                                                                                │
│ !  4             [                      ! 4                                                                                                                                                           │
│ -  5                 "CHECKM2_DATABASED                                                                                                                                                                      │
│ OWNLOAD",                                                                                                                                                                                              │
│ -  6                 "aria2",                                                                                                                                                                                │
│ -  7                 "1.37.0"                                                                                                                                                                                │
│ -  8             ]                                                                                                                                                                                           │
│    9         ]                            5         ]                                                                                                                                                                          │
│   10     }                                6     }                                                                                                                                                                              │
│   11 ]                                    7 ]                                                                                                                                                                                  │
│                                                                                                                                                                                                                                │
│ Assertion failed:                                                                                                                                                                                                              │
│                                                                                                                                                                                                                                │
│ assert process.success                                                                                                                                                                                                         │
│        |       |                                                                                                                                                                                                               │
│        |       false                                                                                                                                                                                                           │
│        CHECKM2_PREDICT                                                                                                                                                                                                         │
│                                                                                                                                                                                                                                │
│ java.lang.RuntimeException: Different Snapshot:                                                                                                                                                                                │
│ --- /tmp/expected13609952045828551326js +++ /tmp/found17129292078906881043json                                                                                                                                   │
│ on                                                                                                                                                                                                                │
│ @@ -1,19 @@                             @@ +1,10 @@                                                                                                                                                              │
│    1 [                                     1 [                                                                                                                                                                                 │
│    2     [                                 2     [                                                                                                                                                                             │
│ !  3         [                          !  3                                                                                                                                                          │
│ -  4             {                                                                                                                                                                                           │
│ -  5                 "id": "test"                                                                                                                                                                            │
│ -  6             },                                                                                                                                                                                          │
│ -  7             "test_checkm2_report.t                                                                                                                                                                      │
│ sv:md5,1b6021262d336b21f526d8369f6ddd3f                                                                                                                                                                   │
│ "                                                                                                                                                                                                      │
│ -  8         ]                                                                                                                                                                                               │
│    9     ],                                4     ],                                                                                                                                                                            │
│   10     {                                 5     {                                                                                                                                                                             │
│   11         "versions_checkm2_predict"    6         "versions_checkm2_predict"                                                                                                                                          │
│ : [                                     : [                                                                                                                                                                        │
│ ! 12             [                      !  7                                                                                                                                                          │
│ - 13                 "CHECKM2_PREDICT",                                                                                                                                                                      │
│ - 14                 "checkm2",                                                                                                                                                                              │
│ - 15                 "1.1.0"                                                                                                                                                                                 │
│ - 16             ]                                                                                                                                                                                           │
│   17         ]                             8         ]                                                                                                                                                                         │
│   18     }                                 9     }                                                                                                                                                                             │
│   19 ]                                    10 ]                                                                                                                                                                                 │
│                                                                                                                                                                                                                                │
│                                                                                                                                                                                                                                │
╰────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯
ERROR    nf-test failed due to differences in the snapshots                                                                                                                                                                       
ERROR    nf-test snapshot is not stable                                                                                                                                                                                           
CRITICAL Ran, but found errors:                                                                                                                                                                                                   
          - nf-test snapshot is not stable

@eit-maxlcummins
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eit-maxlcummins commented Feb 3, 2026

Also, for future reference, Galah (which uses checkm2 in its test) sometimes produces a different snapshot - output is unstable.

Test Process GALAH

  Test [eb10124d] 'genomes - no qc_table' 
    > Nextflow 25.10.3 is available - Please consider updating your version to it
    > N E X T F L O W  ~  version 25.10.2
    > Launching `/home/runner/_work/modules/modules/.nf-test-eb10124dca308053ba7bc956ce5fc1bd.nf` [compassionate_saha] DSL2 - revision: 2666559059
    > WARN: There's no process matching config selector: CHECKM2_PREDICT
    > WARN: There's no process matching config selector: GAWK
    > [3f/b3a7a2] Submitted process > GALAH (test)
java.lang.RuntimeException: Different Snapshot:
--- /tmp/expected10537060661781350369js +++ /tmp/found7441176990397220540json  
on                                                                             
@@ -5,7 @@                              @@ +5,7 @@                             
   5                 {                     5                 {                 
   6                     "id": "test"      6                     "id": "test"  
   7                 },                    7                 },                
!  8                 "test.tsv:md5,d2f8 !  8                 "test.tsv:md5,e5fe
a621bfa5794467f4fdd759e2bce7"           3ac51e4f7cb0ee3050820905d826"          
   9             ]                         9             ]                     
  10         ],                           10         ],                        
  11         "1": [                       11         "1": [                    
@@ -38,7 @@                             @@ +38,7 @@                            
  38                 {                    38                 {                 
  39                     "id": "test"     39                     "id": "test"  
  40                 },                   40                 },                
! 41                 "test.tsv:md5,d2f8 ! 41                 "test.tsv:md5,e5fe
a621bfa5794467f4fdd759e2bce7"           3ac51e4f7cb0ee3050820905d826"          
  42             ]                        42             ]                     
  43         ],                           43         ],                        
  44         "versions": [                44         "versions": [             

    FAILED (11.896s)

@prototaxites to address Galah test data - thanks!

@mashehu mashehu merged commit 81470b5 into nf-core:master Feb 3, 2026
38 checks passed
cavenel pushed a commit to cavenel/modules that referenced this pull request Feb 5, 2026
…m2 predict (nf-core#9744)

Co-authored-by: Matthias Hörtenhuber <mashehu@users.noreply.github.com>
Co-authored-by: Julio DiazCaballero <jdiaz@eit.org>
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3 participants