{
  "_id": "6a48f04cb5e98c4082a03c66",
  "Package": "delayed",
  "Title": "A Framework for Parallelizing Dependent Tasks",
  "Version": "0.5.0",
  "Authors@R": "c(\nperson(\"Jeremy\", \"Coyle\", email = \"jeremyrcoyle@gmail.com\",\nrole = c(\"aut\", \"cre\", \"cph\"),\ncomment = c(ORCID = \"0000-0002-9874-6649\")),\nperson(\"Nima\", \"Hejazi\", email = \"nh@nimahejazi.org\",\nrole = \"ctb\",\ncomment = c(ORCID = \"0000-0002-7127-2789\")))",
  "Description": "Mechanisms to parallelize dependent tasks in a manner that\noptimizes the compute resources available. It provides access\nto \"delayed\" computations, which may be parallelized using\nfutures. It is, to an extent, a facsimile of the 'Dask' library\n(<https://www.dask.org/>), for the 'Python' language.",
  "License": "GPL-3",
  "URL": "https://tlverse.org/delayed/",
  "BugReports": "https://github.com/tlverse/delayed/issues",
  "Encoding": "UTF-8",
  "VignetteBuilder": "knitr",
  "RoxygenNote": "7.2.0",
  "Roxygen": "list(markdown = TRUE, r6 = FALSE)",
  "Config/pak/sysreqs": "cmake libglpk-dev make libuv1-dev libxml2-dev",
  "Repository": "https://tlverse.r-universe.dev",
  "Date/Publication": "2024-04-29 17:26:36 UTC",
  "RemoteUrl": "https://github.com/tlverse/delayed",
  "RemoteRef": "HEAD",
  "RemoteSha": "468c7fe3f2b71f3c5779bec211cece0e8f0bc80f",
  "NeedsCompilation": "no",
  "Packaged": {
    "Date": "2026-07-04 11:32:38 UTC",
    "User": "root"
  },
  "Author": "Jeremy Coyle [aut, cre, cph] (ORCID:\n<https://orcid.org/0000-0002-9874-6649>),\nNima Hejazi [ctb] (ORCID: <https://orcid.org/0000-0002-7127-2789>)",
  "Maintainer": "Jeremy Coyle <jeremyrcoyle@gmail.com>",
  "_user": "tlverse",
  "_type": "src",
  "_file": "delayed_0.5.0.tar.gz",
  "_fileid": "https://r2.ropensci.org/226b96090dc98433886bd5587f1edc5e518ccdbc84194119bf3086785e655a2e",
  "_filesize": 117345,
  "_sha256": "226b96090dc98433886bd5587f1edc5e518ccdbc84194119bf3086785e655a2e",
  "_expires": "2026-10-12T11:36:43.000Z",
  "_created": "2026-07-04T11:32:38.000Z",
  "_published": "2026-07-04T11:36:44.977Z",
  "_jobs": [
    {
      "job": 85128816002,
      "time": 208,
      "config": "linux-devel-x86_64",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "8081323552"
    },
    {
      "job": 85128816019,
      "time": 176,
      "config": "linux-release-x86_64",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "8081319912"
    },
    {
      "job": 85128816003,
      "time": 110,
      "config": "macos-oldrel-arm64",
      "r": "4.5.3",
      "check": "OK",
      "artifact": "8081316878"
    },
    {
      "job": 85128816006,
      "time": 116,
      "config": "macos-release-arm64",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "8081317561"
    },
    {
      "job": 85128602751,
      "time": 193,
      "config": "source",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "8081298709"
    },
    {
      "job": 85128816009,
      "time": 150,
      "config": "wasm-release",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "8081316816"
    },
    {
      "job": 85128816004,
      "time": 130,
      "config": "windows-devel",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "8081314630"
    },
    {
      "job": 85128816015,
      "time": 135,
      "config": "windows-oldrel",
      "r": "4.5.3",
      "check": "OK",
      "artifact": "8081314988"
    },
    {
      "job": 85128816012,
      "time": 134,
      "config": "windows-release",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "8081315050"
    }
  ],
  "_host": "GitHub-Actions",
  "_buildurl": "https://github.com/r-universe/tlverse/actions/runs/28704780346",
  "_status": "success",
  "_upstream": "https://github.com/tlverse/delayed",
  "_commit": {
    "id": "468c7fe3f2b71f3c5779bec211cece0e8f0bc80f",
    "author": "Jeremy Coyle <jeremyrcoyle@gmail.com>",
    "committer": "Jeremy Coyle <jeremyrcoyle@gmail.com>",
    "message": "bump version and news\n",
    "time": 1714411596
  },
  "_maintainer": {
    "name": "Jeremy Coyle",
    "email": "jeremyrcoyle@gmail.com",
    "login": "jeremyrcoyle",
    "description": "",
    "uuid": 3893286,
    "orcid": "0000-0002-9874-6649"
  },
  "_distro": "resolute",
  "_registered": true,
  "_dependencies": [
    {
      "package": "R",
      "version": ">= 3.2.0",
      "role": "Depends"
    },
    {
      "package": "R6",
      "role": "Imports"
    },
    {
      "package": "igraph",
      "role": "Imports"
    },
    {
      "package": "future",
      "role": "Imports"
    },
    {
      "package": "rstackdeque",
      "role": "Imports"
    },
    {
      "package": "rlang",
      "role": "Imports"
    },
    {
      "package": "data.table",
      "role": "Imports"
    },
    {
      "package": "visNetwork",
      "role": "Imports"
    },
    {
      "package": "uuid",
      "role": "Imports"
    },
    {
      "package": "BBmisc",
      "role": "Imports"
    },
    {
      "package": "progress",
      "role": "Imports"
    },
    {
      "package": "R.utils",
      "role": "Imports"
    },
    {
      "package": "R.oo",
      "role": "Imports"
    },
    {
      "package": "testthat",
      "role": "Suggests"
    },
    {
      "package": "knitr",
      "role": "Suggests"
    },
    {
      "package": "rmarkdown",
      "role": "Suggests"
    },
    {
      "package": "shiny",
      "role": "Suggests"
    }
  ],
  "_owner": "tlverse",
  "_selfowned": true,
  "_usedby": 6,
  "_updates": [],
  "_tags": [],
  "_topics": [
    "parallel-computing"
  ],
  "_stars": 23,
  "_contributors": [
    {
      "user": "jeremyrcoyle",
      "count": 56,
      "uuid": 3893286
    },
    {
      "user": "nhejazi",
      "count": 33,
      "uuid": 8527276
    }
  ],
  "_userbio": {
    "uuid": 36939258,
    "type": "organization",
    "name": "tlverse",
    "followers": 75,
    "description": "Ecosystem of R packages for targeted (causal) machine learning"
  },
  "_downloads": {
    "count": 860,
    "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/delayed"
  },
  "_devurl": "https://github.com/tlverse/delayed",
  "_pkgdown": "https://tlverse.org/delayed/",
  "_searchresults": 42,
  "_rbuild": "4.6.1",
  "_assets": [
    "extra/citation.cff",
    "extra/citation.html",
    "extra/citation.json",
    "extra/citation.txt",
    "extra/contents.json",
    "extra/delayed.html",
    "extra/NEWS.html",
    "extra/NEWS.txt",
    "extra/readme.html",
    "extra/readme.md",
    "manual.pdf"
  ],
  "_homeurl": "https://github.com/tlverse/delayed",
  "_realowner": "tlverse",
  "_cranurl": true,
  "_releases": [
    {
      "version": "0.3.0",
      "date": "2020-02-28"
    },
    {
      "version": "0.4.0",
      "date": "2022-10-19"
    },
    {
      "version": "0.5.0",
      "date": "2024-04-29"
    }
  ],
  "_exports": [
    "bundle_delayed",
    "delayed",
    "Delayed",
    "delayed_fun",
    "eval_delayed",
    "find_delayed_error",
    "FutureJob",
    "plot_delayed_shiny",
    "Scheduler",
    "SequentialJob"
  ],
  "_help": [
    {
      "page": "delayed",
      "title": "Generates Delayed Version of an Expression",
      "topics": [
        "delayed",
        "delayed_fun"
      ]
    },
    {
      "page": "DelayedClass",
      "title": "Delayed class that manages dependencies and computes when necessary",
      "topics": [
        "Delayed"
      ]
    },
    {
      "page": "eval_delayed",
      "title": "Helper Function to Evaluate Delayed",
      "topics": [
        "eval_delayed"
      ]
    },
    {
      "page": "find_delayed_error",
      "title": "Find error in delayed chain",
      "topics": [
        "find_delayed_error"
      ]
    },
    {
      "page": "FutureJob",
      "title": "Future Delayed Jobs",
      "topics": [
        "FutureJob"
      ]
    },
    {
      "page": "plot_delayed_shiny",
      "title": "Animated Representation a Task Dependency Structure",
      "topics": [
        "plot_delayed_shiny"
      ]
    },
    {
      "page": "plot.Delayed",
      "title": "Plot Method for Delayed Objects",
      "topics": [
        "plot.Delayed"
      ]
    },
    {
      "page": "Scheduler",
      "title": "Scheduler class that orders compute tasks and dispatches tasks to workers",
      "topics": [
        "Scheduler"
      ]
    },
    {
      "page": "SequentialJob",
      "title": "Sequential Delayed Jobs",
      "topics": [
        "SequentialJob"
      ]
    }
  ],
  "_readme": "https://github.com/tlverse/delayed/raw/HEAD/README.md",
  "_rundeps": [
    "backports",
    "base64enc",
    "BBmisc",
    "bslib",
    "cachem",
    "checkmate",
    "cli",
    "codetools",
    "cpp11",
    "crayon",
    "data.table",
    "digest",
    "evaluate",
    "fastmap",
    "fontawesome",
    "fs",
    "future",
    "globals",
    "glue",
    "highr",
    "hms",
    "htmltools",
    "htmlwidgets",
    "igraph",
    "jquerylib",
    "jsonlite",
    "knitr",
    "lattice",
    "lifecycle",
    "listenv",
    "magrittr",
    "Matrix",
    "memoise",
    "mime",
    "parallelly",
    "pkgconfig",
    "prettyunits",
    "progress",
    "R.methodsS3",
    "R.oo",
    "R.utils",
    "R6",
    "rappdirs",
    "rlang",
    "rmarkdown",
    "rstackdeque",
    "sass",
    "tinytex",
    "uuid",
    "vctrs",
    "visNetwork",
    "xfun",
    "yaml"
  ],
  "_vignettes": [
    {
      "source": "delayed.Rmd",
      "filename": "delayed.html",
      "title": "delayed: A Framework for Parallelizing Dependent Tasks",
      "author": "Jeremy R. Coyle",
      "engine": "knitr::rmarkdown",
      "headings": [
        "Example",
        "Parallelization",
        "Future Work",
        "Scheduling Tasks",
        "Distributed Data",
        "References"
      ],
      "created": "2017-09-27 02:02:50",
      "modified": "2020-02-20 19:08:43",
      "commits": 8
    }
  ],
  "_score": 6.939219635854818,
  "_indexed": true,
  "_nocasepkg": "delayed",
  "_universes": [
    "tlverse",
    "jeremyrcoyle"
  ],
  "_binaries": [
    {
      "r": "4.7.0",
      "os": "linux",
      "version": "0.5.0",
      "date": "2026-07-04T11:35:22.000Z",
      "distro": "resolute",
      "commit": "468c7fe3f2b71f3c5779bec211cece0e8f0bc80f",
      "fileid": "https://r2.ropensci.org/8d9104c1c16007bd7d0f18b23db89903235e8848ff561a0d61f0ee5d04041a2d",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/tlverse/actions/runs/28704780346"
    },
    {
      "r": "4.6.1",
      "os": "linux",
      "version": "0.5.0",
      "date": "2026-07-04T11:34:50.000Z",
      "distro": "resolute",
      "commit": "468c7fe3f2b71f3c5779bec211cece0e8f0bc80f",
      "fileid": "https://r2.ropensci.org/f723f4048152ff08f9dcf98f0d4766242f7cf1eef49ae4d1efa20fb0a987369d",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/tlverse/actions/runs/28704780346"
    },
    {
      "r": "4.5.3",
      "os": "mac",
      "version": "0.5.0",
      "date": "2026-07-04T11:34:30.000Z",
      "commit": "468c7fe3f2b71f3c5779bec211cece0e8f0bc80f",
      "fileid": "https://r2.ropensci.org/a1a16ee3228bdebb76f84841a4f9083daefe7c8c13e2d7184b5d4347e5d72ec1",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/tlverse/actions/runs/28704780346"
    },
    {
      "r": "4.6.1",
      "os": "mac",
      "version": "0.5.0",
      "date": "2026-07-04T11:34:34.000Z",
      "commit": "468c7fe3f2b71f3c5779bec211cece0e8f0bc80f",
      "fileid": "https://r2.ropensci.org/e63527a17e233dac17cfbe795797873bd5971fb21cc1b9ff8124dcb1db6f0899",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/tlverse/actions/runs/28704780346"
    },
    {
      "r": "4.6.0",
      "os": "wasm",
      "version": "0.5.0",
      "date": "2026-07-04T11:35:24.000Z",
      "commit": "468c7fe3f2b71f3c5779bec211cece0e8f0bc80f",
      "fileid": "https://r2.ropensci.org/5ec244054683a23eb722299928104ba2e75f8790a6cd608113c7c5d0fec60ab4",
      "status": "success",
      "buildurl": "https://github.com/r-universe/tlverse/actions/runs/28704780346"
    },
    {
      "r": "4.7.0",
      "os": "win",
      "version": "0.5.0",
      "date": "2026-07-04T11:33:52.000Z",
      "commit": "468c7fe3f2b71f3c5779bec211cece0e8f0bc80f",
      "fileid": "https://r2.ropensci.org/411dc098b2f3bb587ac19183f71765ce167fe5a1623fecea496feb3fa61f57a1",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/tlverse/actions/runs/28704780346"
    },
    {
      "r": "4.5.3",
      "os": "win",
      "version": "0.5.0",
      "date": "2026-07-04T11:33:53.000Z",
      "commit": "468c7fe3f2b71f3c5779bec211cece0e8f0bc80f",
      "fileid": "https://r2.ropensci.org/f5ef286186a262c763e2203e2e82a9ae3e5a741bd37a704806acb89f61eeec57",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/tlverse/actions/runs/28704780346"
    },
    {
      "r": "4.6.1",
      "os": "win",
      "version": "0.5.0",
      "date": "2026-07-04T11:33:59.000Z",
      "commit": "468c7fe3f2b71f3c5779bec211cece0e8f0bc80f",
      "fileid": "https://r2.ropensci.org/9f7cb2698276255496096e03d8cc832aaa08c57fe025d2e9cde455763a3001d4",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/tlverse/actions/runs/28704780346"
    }
  ]
}