{
  "_id": "6ae1d3c995ca2370cc8cbd4d",
  "Package": "clustermq",
  "Title": "Evaluate Function Calls on HPC Schedulers (SLURM, LSF, SGE, GCS,\nOCS, PBS, Torque)",
  "Version": "0.10.1",
  "Authors@R": "c(\nperson('Michael', 'Schubert', email='mschu.dev@gmail.com',\nrole = c('aut', 'cre', 'cph'),\ncomment = c(ORCID='0000-0002-6862-5221')),\nperson('ZeroMQ authors',\nrole = c('aut', 'cph'),\ncomment = \"source files in 'src/libzmq' and 'src/cppzmq'\"))",
  "Maintainer": "Michael Schubert <mschu.dev@gmail.com>",
  "Description": "Evaluate arbitrary function calls using workers on HPC\nschedulers in single line of code. All processing is done on\nthe network without accessing the file system. Remote\nschedulers are supported via SSH.",
  "URL": "https://mschubert.github.io/clustermq/",
  "BugReports": "https://github.com/mschubert/clustermq/issues",
  "SystemRequirements": "ZeroMQ (libzmq) >= 4.3.0 (optional; otherwise\nbundled)",
  "License": "Apache License (== 2.0) | file LICENSE",
  "Encoding": "UTF-8",
  "VignetteBuilder": "knitr",
  "RoxygenNote": "7.3.3",
  "NeedsCompilation": "yes",
  "Packaged": {
    "Date": "2026-10-28 10:16:43 UTC",
    "User": "root"
  },
  "Author": "Michael Schubert [aut, cre, cph] (ORCID:\n<https://orcid.org/0000-0002-6862-5221>), ZeroMQ authors [aut,\ncph] (source files in 'src/libzmq' and 'src/cppzmq')",
  "Repository": "https://cran.r-universe.dev",
  "Date/Publication": "2026-06-04 06:58:52 UTC",
  "RemoteUrl": "https://github.com/cran/clustermq",
  "RemoteRef": "HEAD",
  "RemoteSha": "c8034bc12c39c5fdcfb5c7e89259c790a1670499",
  "_user": "cran",
  "_type": "src",
  "_file": "clustermq_0.10.1.tar.gz",
  "_fileid": "https://r2.ropensci.org/1a749ac350c665d72d85f69de22f078e329fcff0985b9a3e7933e042886d9943",
  "_filesize": 1571980,
  "_sha256": "1a749ac350c665d72d85f69de22f078e329fcff0985b9a3e7933e042886d9943",
  "_expires": "2027-02-05T10:51:22.000Z",
  "_created": "2026-10-28T10:16:43.000Z",
  "_published": "2026-10-28T10:51:53.160Z",
  "_upstream": "https://github.com/cran/clustermq",
  "_status": "success",
  "_maintainer": {
    "name": "Michael Schubert",
    "email": "mschu.dev@gmail.com",
    "login": "mschubert",
    "orcid": "0000-0002-6862-5221",
    "twitter": "@_ms03",
    "description": "Bioinformatics at the Medical University of Innsbruck. Previously at the Netherlands Cancer Institute (NKI), PhD from EMBL-EBI/Cambridge Uni.",
    "uuid": 442360
  },
  "_jobs": [
    {
      "job": 122757342469,
      "time": 157,
      "config": "linux-devel-arm64",
      "r": "4.7.0",
      "check": "NOTE",
      "artifact": "12808247478"
    },
    {
      "job": 122757342471,
      "time": 166,
      "config": "linux-devel-x86_64",
      "r": "4.7.0",
      "check": "NOTE",
      "artifact": "12808297124"
    },
    {
      "job": 122757342391,
      "time": 158,
      "config": "linux-release-arm64",
      "r": "4.6.1",
      "check": "NOTE",
      "artifact": "12807564771"
    },
    {
      "job": 122757342432,
      "time": 166,
      "config": "linux-release-x86_64",
      "r": "4.6.1",
      "check": "NOTE",
      "artifact": "12808412516"
    },
    {
      "job": 122751866093,
      "time": 729,
      "config": "source",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "12807943405"
    },
    {
      "job": 122757342344,
      "time": 153,
      "config": "wasm-release",
      "r": "4.6.0",
      "check": "FAIL",
      "artifact": ""
    },
    {
      "job": 122757342587,
      "time": 318,
      "config": "windows-devel-arm64",
      "r": "4.7.0",
      "check": "NOTE",
      "artifact": "12808581500"
    },
    {
      "job": 122757342400,
      "time": 1998,
      "config": "windows-devel-x86_64",
      "r": "4.7.0",
      "check": "NOTE",
      "artifact": "12810466201"
    },
    {
      "job": 122757342421,
      "time": 297,
      "config": "windows-release-arm64",
      "r": "4.6.1",
      "check": "NOTE",
      "artifact": "12808571451"
    },
    {
      "job": 122757342343,
      "time": 1187,
      "config": "windows-release-x86_64",
      "r": "4.6.1",
      "check": "ERROR",
      "artifact": "12809487021"
    }
  ],
  "_buildurl": "https://github.com/r-universe/cran/actions/runs/40669289116",
  "_commit": {
    "id": "c8034bc12c39c5fdcfb5c7e89259c790a1670499",
    "author": "Michael Schubert <mschu.dev@gmail.com>",
    "committer": "cran-robot <csardi.gabor+cran@gmail.com>",
    "message": "version 0.10.1\n",
    "time": 1780556332
  },
  "_distro": "resolute",
  "_host": "GitHub-Actions",
  "_registered": true,
  "_dependencies": [
    {
      "package": "R",
      "version": ">= 3.6.2",
      "role": "Depends"
    },
    {
      "package": "Rcpp",
      "role": "LinkingTo"
    },
    {
      "package": "methods",
      "role": "Imports"
    },
    {
      "package": "globals",
      "role": "Imports"
    },
    {
      "package": "progress",
      "role": "Imports"
    },
    {
      "package": "R6",
      "role": "Imports"
    },
    {
      "package": "Rcpp",
      "role": "Imports"
    },
    {
      "package": "utils",
      "role": "Imports"
    },
    {
      "package": "BiocParallel",
      "role": "Suggests"
    },
    {
      "package": "callr",
      "role": "Suggests"
    },
    {
      "package": "devtools",
      "role": "Suggests"
    },
    {
      "package": "foreach",
      "role": "Suggests"
    },
    {
      "package": "iterators",
      "role": "Suggests"
    },
    {
      "package": "knitr",
      "role": "Suggests"
    },
    {
      "package": "parallel",
      "role": "Suggests"
    },
    {
      "package": "rmarkdown",
      "role": "Suggests"
    },
    {
      "package": "roxygen2",
      "version": ">= 5.0.0",
      "role": "Suggests"
    },
    {
      "package": "testthat",
      "role": "Suggests"
    },
    {
      "package": "tools",
      "role": "Suggests"
    }
  ],
  "_owner": "cran",
  "_selfowned": false,
  "_usedby": 1,
  "_updates": [
    {
      "week": "2026-17",
      "n": 1
    },
    {
      "week": "2026-23",
      "n": 1
    }
  ],
  "_tags": [
    {
      "name": "0.10.0",
      "date": "2026-04-23"
    },
    {
      "name": "0.10.1",
      "date": "2026-06-04"
    }
  ],
  "_stars": 0,
  "_contributors": [
    {
      "user": "mschubert",
      "count": 32,
      "uuid": 442360
    }
  ],
  "_userbio": {
    "uuid": 6899542,
    "type": "organization",
    "name": "cran",
    "followers": 634,
    "description": "Unofficial read-only mirror of all CRAN R packages"
  },
  "_downloads": {
    "count": 2062,
    "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/clustermq"
  },
  "_mentions": 1,
  "_devurl": "https://github.com/mschubert/clustermq",
  "_pkgdown": "https://mschubert.github.io/clustermq/",
  "_searchresults": 254,
  "_topics": [
    "zeromq3",
    "cpp"
  ],
  "_rbuild": "4.6.1",
  "_assets": [
    "extra/citation.cff",
    "extra/citation.html",
    "extra/citation.json",
    "extra/citation.txt",
    "extra/clustermq.html",
    "extra/contents.json",
    "extra/manual.pdf",
    "extra/NEWS.html",
    "extra/NEWS.txt",
    "extra/readme.html",
    "extra/readme.md",
    "LICENSE"
  ],
  "_homeurl": "https://github.com/mschubert/clustermq",
  "_realowner": "mschubert",
  "_cranurl": false,
  "_releases": [
    {
      "version": "0.7.0",
      "date": "2017-08-28"
    },
    {
      "version": "0.8.0",
      "date": "2017-11-12"
    },
    {
      "version": "0.8.1",
      "date": "2017-11-27"
    },
    {
      "version": "0.8.2",
      "date": "2017-11-30"
    },
    {
      "version": "0.8.2.1",
      "date": "2017-12-17"
    },
    {
      "version": "0.8.3",
      "date": "2018-01-21"
    },
    {
      "version": "0.8.4",
      "date": "2018-04-22"
    },
    {
      "version": "0.8.4.1",
      "date": "2018-06-29"
    },
    {
      "version": "0.8.5",
      "date": "2018-09-29"
    },
    {
      "version": "0.8.6",
      "date": "2019-02-22"
    },
    {
      "version": "0.8.7",
      "date": "2019-04-15"
    },
    {
      "version": "0.8.8",
      "date": "2019-06-05"
    },
    {
      "version": "0.8.8.1",
      "date": "2019-12-18"
    },
    {
      "version": "0.8.9",
      "date": "2020-02-29"
    },
    {
      "version": "0.8.95",
      "date": "2020-07-01"
    },
    {
      "version": "0.8.95.1",
      "date": "2020-07-13"
    },
    {
      "version": "0.8.95.2",
      "date": "2021-11-05"
    },
    {
      "version": "0.8.95.3",
      "date": "2022-01-26"
    },
    {
      "version": "0.8.95.4",
      "date": "2023-01-14"
    },
    {
      "version": "0.8.95.5",
      "date": "2023-02-19"
    },
    {
      "version": "0.9.0",
      "date": "2023-09-24"
    },
    {
      "version": "0.9.1",
      "date": "2023-11-21"
    },
    {
      "version": "0.9.2",
      "date": "2023-12-07"
    },
    {
      "version": "0.9.3",
      "date": "2024-01-09"
    },
    {
      "version": "0.9.4",
      "date": "2024-03-04"
    },
    {
      "version": "0.9.5",
      "date": "2024-08-19"
    },
    {
      "version": "0.9.6",
      "date": "2025-01-10"
    },
    {
      "version": "0.9.7",
      "date": "2025-02-09"
    },
    {
      "version": "0.9.8",
      "date": "2025-03-22"
    },
    {
      "version": "0.9.9",
      "date": "2025-04-20"
    },
    {
      "version": "0.10.0",
      "date": "2026-04-23"
    },
    {
      "version": "0.10.1",
      "date": "2026-06-04"
    }
  ],
  "_exports": [
    "Q",
    "Q_rows",
    "register_dopar_cmq",
    "workers"
  ],
  "_help": [
    {
      "page": "GCS",
      "title": "Class for Gridware Cluster Scheduler (GCS)",
      "topics": [
        "GCS"
      ]
    },
    {
      "page": "OCS",
      "title": "Class for Open Cluster Scheduler (OCS)",
      "topics": [
        "OCS"
      ]
    },
    {
      "page": "Q",
      "title": "Queue function calls on the cluster",
      "topics": [
        "Q"
      ]
    },
    {
      "page": "Q_rows",
      "title": "Queue function calls defined by rows in a data.frame",
      "topics": [
        "Q_rows"
      ]
    },
    {
      "page": "register_dopar_cmq",
      "title": "Register clustermq as `foreach` parallel handler",
      "topics": [
        "register_dopar_cmq"
      ]
    },
    {
      "page": "workers",
      "title": "Creates a pool of workers",
      "topics": [
        "workers"
      ]
    }
  ],
  "_readme": "https://github.com/cran/clustermq/raw/HEAD/README.md",
  "_rundeps": [
    "cli",
    "codetools",
    "crayon",
    "globals",
    "glue",
    "hms",
    "lifecycle",
    "pkgconfig",
    "prettyunits",
    "progress",
    "R6",
    "Rcpp",
    "rlang",
    "vctrs"
  ],
  "_sysdeps": [
    {
      "shlib": "libzmq",
      "package": "libzmq5",
      "headers": "libzmq3-dev",
      "source": "zeromq3",
      "version": "4.3.5-1build3",
      "name": "zeromq3",
      "homepage": "https://www.zeromq.org/",
      "description": "lightweight messaging kernel (shared library)"
    },
    {
      "shlib": "libstdc++",
      "package": "libstdc++6",
      "source": "gcc",
      "version": "16-20260322-1ubuntu1",
      "name": "c++",
      "homepage": "http://gcc.gnu.org/",
      "description": "GNU Standard C++ Library v3"
    }
  ],
  "_vignettes": [
    {
      "source": "faq.Rmd",
      "filename": "faq.html",
      "title": "Frequently asked questions",
      "engine": "knitr::rmarkdown",
      "headings": [
        "Installation errors",
        "Session gets stuck at \"Running calculations\"",
        "SSH not working",
        "Running the master inside containers"
      ],
      "created": "2024-01-10 02:41:21",
      "modified": "2026-04-23 14:16:32",
      "commits": 4
    },
    {
      "source": "technicaldocs.Rmd",
      "filename": "technicaldocs.html",
      "title": "Technical Documentation",
      "engine": "knitr::rmarkdown",
      "headings": [
        "Worker API",
        "Base API and schedulers",
        "Workers",
        "Creating a worker pool",
        "Worker startup",
        "Worker communication",
        "Worker environment",
        "Main event loop",
        "ZeroMQ message specification",
        "Master - Worker communication",
        "Worker evaluation",
        "Worker - Master communication"
      ],
      "created": "2019-02-22 13:30:22",
      "modified": "2026-04-23 14:16:32",
      "commits": 8
    },
    {
      "source": "userguide.Rmd",
      "filename": "userguide.html",
      "title": "User Guide",
      "engine": "knitr::rmarkdown",
      "headings": [
        "Installation",
        "Configuration",
        "Setting up the scheduler",
        "Local parallelization",
        "SSH connector",
        "Usage",
        "The Q function",
        "Examples",
        "As parallel foreach backend",
        "With targets",
        "Options",
        "Debugging workers",
        "Environments",
        "Scheduler templates",
        "LSF",
        "GCS",
        "OCS",
        "SGE",
        "SLURM",
        "PBS",
        "Torque",
        "SSH"
      ],
      "created": "2019-02-22 13:30:22",
      "modified": "2026-04-23 14:16:32",
      "commits": 16
    }
  ],
  "_score": 5.673364887006761,
  "_indexed": false,
  "_nocasepkg": "clustermq",
  "_universes": [
    "cran"
  ],
  "_indexurl": "https://mschubert.r-universe.dev/clustermq",
  "_binaries": [
    {
      "r": "4.7.0",
      "os": "linux",
      "version": "0.10.1",
      "date": "2026-10-28T10:19:22.000Z",
      "distro": "resolute",
      "arch": "aarch64",
      "commit": "c8034bc12c39c5fdcfb5c7e89259c790a1670499",
      "fileid": "https://r2.ropensci.org/21ba2dd118b733ad9d9803dac33233f511667b192ce0e892600a865e3f28f7b7",
      "status": "success",
      "check": "NOTE",
      "buildurl": "https://github.com/r-universe/cran/actions/runs/40669289116"
    },
    {
      "r": "4.7.0",
      "os": "linux",
      "version": "0.10.1",
      "date": "2026-10-28T10:19:39.000Z",
      "distro": "resolute",
      "arch": "x86_64",
      "commit": "c8034bc12c39c5fdcfb5c7e89259c790a1670499",
      "fileid": "https://r2.ropensci.org/30ee24d2389bac90a6781ccc441b334c79273d6a139d0a2b2c00f8d00d00150a",
      "status": "success",
      "check": "NOTE",
      "buildurl": "https://github.com/r-universe/cran/actions/runs/40669289116"
    },
    {
      "r": "4.6.1",
      "os": "linux",
      "version": "0.10.1",
      "date": "2026-10-28T10:19:23.000Z",
      "distro": "resolute",
      "arch": "aarch64",
      "commit": "c8034bc12c39c5fdcfb5c7e89259c790a1670499",
      "fileid": "https://r2.ropensci.org/b4e99ac3e6d15005fc399eaa8a1946f15acc69296b8c02338aa1a17262e6b6e2",
      "status": "success",
      "check": "NOTE",
      "buildurl": "https://github.com/r-universe/cran/actions/runs/40669289116"
    },
    {
      "r": "4.6.1",
      "os": "linux",
      "version": "0.10.1",
      "date": "2026-10-28T10:19:35.000Z",
      "distro": "resolute",
      "arch": "x86_64",
      "commit": "c8034bc12c39c5fdcfb5c7e89259c790a1670499",
      "fileid": "https://r2.ropensci.org/8379a919171f626109a856c55b33a9e372939cc47e2ac68696937ff19cc25124",
      "status": "success",
      "check": "NOTE",
      "buildurl": "https://github.com/r-universe/cran/actions/runs/40669289116"
    },
    {
      "r": "4.7.0",
      "os": "win",
      "version": "0.10.1",
      "date": "2026-10-28T10:21:39.000Z",
      "arch": "aarch64",
      "commit": "c8034bc12c39c5fdcfb5c7e89259c790a1670499",
      "fileid": "https://r2.ropensci.org/15c7efaef4cde48f8517b073f3c76c2f470cb5e2c4bdc0ef81e6510e741f8633",
      "status": "success",
      "check": "NOTE",
      "buildurl": "https://github.com/r-universe/cran/actions/runs/40669289116"
    },
    {
      "r": "4.7.0",
      "os": "win",
      "version": "0.10.1",
      "date": "2026-10-28T10:48:12.000Z",
      "arch": "x86_64",
      "commit": "c8034bc12c39c5fdcfb5c7e89259c790a1670499",
      "fileid": "https://r2.ropensci.org/915c1cce4f0db977e8e5fe2082aaf685b45b4b6687343364df0e6dbe9db2a32a",
      "status": "success",
      "check": "NOTE",
      "buildurl": "https://github.com/r-universe/cran/actions/runs/40669289116"
    },
    {
      "r": "4.6.1",
      "os": "win",
      "version": "0.10.1",
      "date": "2026-10-28T10:21:18.000Z",
      "arch": "aarch64",
      "commit": "c8034bc12c39c5fdcfb5c7e89259c790a1670499",
      "fileid": "https://r2.ropensci.org/62308d4b7924a663a8a9784225516beff8d921d72f4c0a41fd9f57269c8e8f51",
      "status": "success",
      "check": "NOTE",
      "buildurl": "https://github.com/r-universe/cran/actions/runs/40669289116"
    },
    {
      "r": "4.6.1",
      "os": "win",
      "version": "0.10.1",
      "date": "2026-10-28T10:32:53.000Z",
      "arch": "x86_64",
      "commit": "c8034bc12c39c5fdcfb5c7e89259c790a1670499",
      "fileid": "https://r2.ropensci.org/38ce18e299ec0772c065a84f7b36768bf7da24fc41617c4c80141701f5dd7a45",
      "status": "failure",
      "check": "ERROR",
      "buildurl": "https://github.com/r-universe/cran/actions/runs/40669289116"
    }
  ]
}