{
  "_id": "6ad4b10e43d630dc48a3f7f9",
  "Package": "kit",
  "Type": "Package",
  "Title": "Data Manipulation Functions Implemented in C",
  "Version": "0.0.22",
  "Date": "2026-08-25",
  "Authors@R": "c(person(\"Morgan\", \"Jacob\", role = c(\"aut\", \"cph\"), email = \"morgan.emailbox@gmail.com\"), \nperson(\"Sebastian\", \"Krantz\", role = c(\"ctb\", \"cre\"), email = \"sebastian.krantz@graduateinstitute.ch\"),\nperson(\"David\", \"Budzynski\", role = c(\"ctb\"), email = \"david.budzynsky@gmail.com\"))",
  "Author": "Morgan Jacob [aut, cph], Sebastian Krantz [ctb, cre], David\nBudzynski [ctb]",
  "Maintainer": "Sebastian Krantz <sebastian.krantz@graduateinstitute.ch>",
  "Description": "Basic functions, implemented in C, for large data\nmanipulation. Fast vectorised ifelse()/nested if()/switch()\nfunctions, psum()/pprod() functions equivalent to pmin()/pmax()\nplus others which are missing from base R. Most of these\nfunctions are callable at C level.",
  "URL": "https://fastverse.org/kit/, https://github.com/fastverse/kit",
  "License": "GPL-3",
  "VignetteBuilder": "knitr",
  "Encoding": "UTF-8",
  "BugReports": "https://github.com/fastverse/kit/issues",
  "NeedsCompilation": "yes",
  "ByteCompile": "yes",
  "Config/Needs/website": "pkgdown",
  "Repository": "https://fastverse.r-universe.dev",
  "Date/Publication": "2026-10-18 09:31:36 UTC",
  "RemoteUrl": "https://github.com/fastverse/kit",
  "RemoteRef": "HEAD",
  "RemoteSha": "badad24df52991fffa6321f94027479068670a33",
  "Packaged": {
    "Date": "2026-10-18 11:28:25 UTC",
    "User": "root"
  },
  "_user": "fastverse",
  "_type": "src",
  "_file": "kit_0.0.22.tar.gz",
  "_fileid": "https://r2.ropensci.org/2dddc2a0f781fc0ff61cfc4704e3ecc0f47a99f460058c298cb5c1b7e6f6c93d",
  "_filesize": 262554,
  "_sha256": "2dddc2a0f781fc0ff61cfc4704e3ecc0f47a99f460058c298cb5c1b7e6f6c93d",
  "_expires": "2027-01-26T11:44:12.000Z",
  "_created": "2026-10-18T11:28:25.000Z",
  "_published": "2026-10-18T11:44:14.448Z",
  "_buildurl": "https://github.com/r-universe/fastverse/actions/runs/39123206059",
  "_status": "success",
  "_host": "GitHub-Actions",
  "_jobs": [
    {
      "job": 117663437082,
      "time": 89,
      "config": "linux-devel-arm64",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "12135237365"
    },
    {
      "job": 117663437084,
      "time": 111,
      "config": "linux-devel-x86_64",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "12135450477"
    },
    {
      "job": 117663437053,
      "time": 81,
      "config": "linux-release-arm64",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "12134458516"
    },
    {
      "job": 117663437039,
      "time": 111,
      "config": "linux-release-x86_64",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "12134279516"
    },
    {
      "job": 117663437073,
      "time": 108,
      "config": "macos-oldrel-arm64",
      "r": "4.5.3",
      "check": "OK",
      "artifact": "12135601690"
    },
    {
      "job": 117663437087,
      "time": 377,
      "config": "macos-oldrel-x86_64",
      "r": "4.5.3",
      "check": "OK",
      "artifact": "12135193529"
    },
    {
      "job": 117663437050,
      "time": 92,
      "config": "macos-release-arm64",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "12135233540"
    },
    {
      "job": 117663437176,
      "time": 190,
      "config": "macos-release-x86_64",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "12135880323"
    },
    {
      "job": 117662935187,
      "time": 152,
      "config": "source",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "12134519825"
    },
    {
      "job": 117663437007,
      "time": 75,
      "config": "wasm-release",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "12134998317"
    },
    {
      "job": 117663437040,
      "time": 175,
      "config": "windows-devel-arm64",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "12135550450"
    },
    {
      "job": 117663437071,
      "time": 122,
      "config": "windows-devel-x86_64",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "12134743003"
    },
    {
      "job": 117663437079,
      "time": 96,
      "config": "windows-oldrel-x86_64",
      "r": "4.5.3",
      "check": "OK",
      "artifact": "12135321334"
    },
    {
      "job": 117663437048,
      "time": 200,
      "config": "windows-release-arm64",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "12134289665"
    },
    {
      "job": 117663437102,
      "time": 100,
      "config": "windows-release-x86_64",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "12134523466"
    }
  ],
  "_upstream": "https://github.com/fastverse/kit",
  "_commit": {
    "id": "badad24df52991fffa6321f94027479068670a33",
    "author": "David Budzyński <56514985+davidbudzynski@users.noreply.github.com>",
    "committer": "GitHub <noreply@github.com>",
    "message": "Merge pull request #85 from fastverse/fix/82-df-mixed-rows-guard\n\nfix(c): guard long rows in mixed-type data.frame paths before allocMatrix",
    "time": 1792315896
  },
  "_maintainer": {
    "name": "Sebastian Krantz",
    "email": "sebastian.krantz@graduateinstitute.ch",
    "login": "sebkrantz",
    "mastodon": "@sebkrantz@fosstodon.org",
    "bluesky": "@sebkrantz.bsky.social",
    "description": "Economist and Software Engineer",
    "uuid": 48053842
  },
  "_distro": "resolute",
  "_registered": true,
  "_dependencies": [
    {
      "package": "R",
      "version": ">= 3.5.0",
      "role": "Depends"
    },
    {
      "package": "data.table",
      "role": "Suggests"
    },
    {
      "package": "knitr",
      "role": "Suggests"
    },
    {
      "package": "rmarkdown",
      "role": "Suggests"
    },
    {
      "package": "tibble",
      "role": "Suggests"
    },
    {
      "package": "tinytest",
      "role": "Suggests"
    }
  ],
  "_owner": "fastverse",
  "_selfowned": true,
  "_usedby": 6,
  "_updates": [
    {
      "week": "2025-49",
      "n": 2
    },
    {
      "week": "2026-02",
      "n": 1
    },
    {
      "week": "2026-03",
      "n": 2
    },
    {
      "week": "2026-04",
      "n": 1
    },
    {
      "week": "2026-17",
      "n": 3
    },
    {
      "week": "2026-35",
      "n": 1
    },
    {
      "week": "2026-38",
      "n": 6
    },
    {
      "week": "2026-40",
      "n": 4
    },
    {
      "week": "2026-41",
      "n": 1
    },
    {
      "week": "2026-42",
      "n": 3
    }
  ],
  "_tags": [
    {
      "name": "v0.0.20",
      "date": "2025-12-03"
    },
    {
      "name": "v0.0.21",
      "date": "2026-01-22"
    }
  ],
  "_stars": 63,
  "_contributors": [
    {
      "user": "2005m",
      "count": 112,
      "uuid": 25661020
    },
    {
      "user": "davidbudzynski",
      "count": 87,
      "uuid": 56514985
    },
    {
      "user": "sebkrantz",
      "count": 45,
      "uuid": 48053842
    }
  ],
  "_userbio": {
    "uuid": 105517888,
    "type": "organization",
    "name": "fastverse",
    "followers": 34,
    "description": "An Extensible Suite of High-Performance and Low-Dependency Packages for Statistical Computing and Data Manipulation in R"
  },
  "_downloads": {
    "count": 2810,
    "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/kit"
  },
  "_mentions": 42,
  "_devurl": "https://github.com/fastverse/kit",
  "_pkgdown": "https://fastverse.org/kit/",
  "_searchresults": 149,
  "_topics": [
    "openmp"
  ],
  "_rbuild": "4.6.1",
  "_assets": [
    "extra/citation.cff",
    "extra/citation.html",
    "extra/citation.json",
    "extra/citation.txt",
    "extra/contents.json",
    "extra/kit.html",
    "extra/manual.pdf",
    "extra/NEWS.html",
    "extra/NEWS.txt",
    "extra/readme.html",
    "extra/readme.md"
  ],
  "_homeurl": "https://github.com/fastverse/kit",
  "_realowner": "fastverse",
  "_cranurl": true,
  "_releases": [
    {
      "version": "0.0.1",
      "date": "2020-05-08"
    },
    {
      "version": "0.0.2",
      "date": "2020-05-24"
    },
    {
      "version": "0.0.3",
      "date": "2020-06-26"
    },
    {
      "version": "0.0.4",
      "date": "2020-07-21"
    },
    {
      "version": "0.0.5",
      "date": "2020-11-21"
    },
    {
      "version": "0.0.6",
      "date": "2021-02-21"
    },
    {
      "version": "0.0.7",
      "date": "2021-03-09"
    },
    {
      "version": "0.0.8",
      "date": "2021-08-17"
    },
    {
      "version": "0.0.9",
      "date": "2021-09-12"
    },
    {
      "version": "0.0.10",
      "date": "2021-11-28"
    },
    {
      "version": "0.0.11",
      "date": "2022-03-27"
    },
    {
      "version": "0.0.12",
      "date": "2022-10-26"
    },
    {
      "version": "0.0.13",
      "date": "2023-02-24"
    },
    {
      "version": "0.0.14",
      "date": "2023-08-12"
    },
    {
      "version": "0.0.15",
      "date": "2023-10-01"
    },
    {
      "version": "0.0.16",
      "date": "2024-02-29"
    },
    {
      "version": "0.0.17",
      "date": "2024-05-04"
    },
    {
      "version": "0.0.18",
      "date": "2024-06-10"
    },
    {
      "version": "0.0.19",
      "date": "2024-09-07"
    },
    {
      "version": "0.0.20",
      "date": "2025-04-17"
    },
    {
      "version": "0.0.21",
      "date": "2026-01-23"
    }
  ],
  "_exports": [
    "charToFact",
    "clearData",
    "count",
    "countNA",
    "countOccur",
    "fduplicated",
    "fpmax",
    "fpmin",
    "fpos",
    "funique",
    "getData",
    "iif",
    "nif",
    "nswitch",
    "pall",
    "pallNA",
    "pallv",
    "pany",
    "panyNA",
    "panyv",
    "pcount",
    "pcountNA",
    "pfirst",
    "plast",
    "pmean",
    "pprod",
    "prange",
    "psort",
    "psum",
    "setlevels",
    "shareData",
    "topn",
    "uniqLen",
    "vswitch"
  ],
  "_help": [
    {
      "page": "charToFact",
      "title": "Convert Character Vector to Factor",
      "topics": [
        "charToFact"
      ]
    },
    {
      "page": "count",
      "title": "count, countNA and countOccur",
      "topics": [
        "count",
        "countNA",
        "countOccur"
      ]
    },
    {
      "page": "funique",
      "title": "Fast duplicated and unique",
      "topics": [
        "fduplicated",
        "funique",
        "uniqLen"
      ]
    },
    {
      "page": "fpos",
      "title": "Find a matrix position inside a larger matrix",
      "topics": [
        "fpos"
      ]
    },
    {
      "page": "iif",
      "title": "Fast if else",
      "topics": [
        "iif"
      ]
    },
    {
      "page": "nif",
      "title": "Nested if else",
      "topics": [
        "nif"
      ]
    },
    {
      "page": "psum",
      "title": "Parallel (Statistical) Functions",
      "topics": [
        "fpmax",
        "fpmin",
        "pall",
        "pallNA",
        "pallv",
        "pany",
        "panyNA",
        "panyv",
        "pcount",
        "pcountNA",
        "pfirst",
        "plast",
        "pmean",
        "pprod",
        "prange",
        "psum"
      ]
    },
    {
      "page": "psort",
      "title": "Parallel Sort",
      "topics": [
        "psort"
      ]
    },
    {
      "page": "setlevels",
      "title": "Set levels of a factor object",
      "topics": [
        "setlevels"
      ]
    },
    {
      "page": "shareData",
      "title": "Share Data between R Sessions",
      "topics": [
        "clearData",
        "getData",
        "shareData"
      ]
    },
    {
      "page": "topn",
      "title": "Top N values index",
      "topics": [
        "topn"
      ]
    },
    {
      "page": "vswitch",
      "title": "Vectorised switch",
      "topics": [
        "nswitch",
        "vswitch"
      ]
    }
  ],
  "_readme": "https://github.com/fastverse/kit/raw/HEAD/README.md",
  "_rundeps": [],
  "_sysdeps": [
    {
      "shlib": "libgomp",
      "package": "libgomp1",
      "source": "gcc",
      "version": "16-20260322-1ubuntu1",
      "name": "openmp",
      "homepage": "http://gcc.gnu.org/",
      "description": "GCC OpenMP (GOMP) support library"
    }
  ],
  "_vignettes": [
    {
      "source": "introduction.Rmd",
      "filename": "introduction.html",
      "title": "Introduction to kit",
      "engine": "knitr::rmarkdown",
      "headings": [
        "Overview",
        "Parallel Statistical Functions",
        "Row-wise Arithmetic",
        "Row-wise Min, Max, and Range",
        "Coalescing Values",
        "Logical and Count Operations",
        "Vectorized Conditionals",
        "Fast If-Else (iif)",
        "Nested Conditionals (nif)",
        "Vectorized Switch (vswitch, nswitch)",
        "Fast Unique and Duplicates",
        "Unique Values and Duplicates",
        "Counting Occurrences",
        "Sorting and Utilities",
        "Partial Sorting (topn)",
        "Factor Manipulation",
        "Finding Positions (fpos)",
        "Summary"
      ],
      "created": "2025-12-03 02:33:00",
      "modified": "2026-01-22 19:06:57",
      "commits": 3
    }
  ],
  "_score": 10.676505642874242,
  "_indexed": true,
  "_nocasepkg": "kit",
  "_universes": [
    "fastverse",
    "sebkrantz"
  ],
  "_binaries": [
    {
      "r": "4.7.0",
      "os": "linux",
      "version": "0.0.22",
      "date": "2026-10-18T11:29:58.000Z",
      "distro": "resolute",
      "arch": "aarch64",
      "commit": "badad24df52991fffa6321f94027479068670a33",
      "fileid": "https://r2.ropensci.org/bef7a4b9ccb75e89b3373c0c586b583205fc2c13c712ddee00a9bc871ea0eb73",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/fastverse/actions/runs/39123206059"
    },
    {
      "r": "4.7.0",
      "os": "linux",
      "version": "0.0.22",
      "date": "2026-10-18T11:30:15.000Z",
      "distro": "resolute",
      "arch": "x86_64",
      "commit": "badad24df52991fffa6321f94027479068670a33",
      "fileid": "https://r2.ropensci.org/c89ea29a4127bcf31e67b42e5e20a478edeb7b794ddc13b4a875ca0fb8a4d46e",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/fastverse/actions/runs/39123206059"
    },
    {
      "r": "4.6.1",
      "os": "linux",
      "version": "0.0.22",
      "date": "2026-10-18T11:29:53.000Z",
      "distro": "resolute",
      "arch": "aarch64",
      "commit": "badad24df52991fffa6321f94027479068670a33",
      "fileid": "https://r2.ropensci.org/ecc445793b07cb469d8ac1f79d936c96b3358329edae38b5196d67153d15ffcb",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/fastverse/actions/runs/39123206059"
    },
    {
      "r": "4.6.1",
      "os": "linux",
      "version": "0.0.22",
      "date": "2026-10-18T11:30:13.000Z",
      "distro": "resolute",
      "arch": "x86_64",
      "commit": "badad24df52991fffa6321f94027479068670a33",
      "fileid": "https://r2.ropensci.org/b05ecefecd286d063fe4cb735b63a4499f25f6e52306cfb7c6ad7ad7d5fe3fe5",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/fastverse/actions/runs/39123206059"
    },
    {
      "r": "4.5.3",
      "os": "mac",
      "version": "0.0.22",
      "date": "2026-10-18T11:43:29.000Z",
      "arch": "aarch64",
      "commit": "badad24df52991fffa6321f94027479068670a33",
      "fileid": "https://r2.ropensci.org/10edc8be9b158b809b98a21e937d9c398fedf530d149f09c27589cbd83ab8b83",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/fastverse/actions/runs/39123206059"
    },
    {
      "r": "4.5.3",
      "os": "mac",
      "version": "0.0.22",
      "date": "2026-10-18T11:35:49.000Z",
      "arch": "x86_64",
      "commit": "badad24df52991fffa6321f94027479068670a33",
      "fileid": "https://r2.ropensci.org/ba8eb8fae186ac9b59946a186decdeebf5232b8c95afd8cece612d167bb681e6",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/fastverse/actions/runs/39123206059"
    },
    {
      "r": "4.6.1",
      "os": "mac",
      "version": "0.0.22",
      "date": "2026-10-18T11:40:26.000Z",
      "arch": "aarch64",
      "commit": "badad24df52991fffa6321f94027479068670a33",
      "fileid": "https://r2.ropensci.org/8691c719dce5f5f19eabe7233a95c40166376ec646716e643a3efaacb68b7283",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/fastverse/actions/runs/39123206059"
    },
    {
      "r": "4.6.1",
      "os": "mac",
      "version": "0.0.22",
      "date": "2026-10-18T11:39:10.000Z",
      "arch": "x86_64",
      "commit": "badad24df52991fffa6321f94027479068670a33",
      "fileid": "https://r2.ropensci.org/464cf44f8e4d354d4e4e4136795b8437dcce52ab9c33ce9de17391ddbca866ca",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/fastverse/actions/runs/39123206059"
    },
    {
      "r": "4.6.0",
      "os": "wasm",
      "version": "0.0.22",
      "date": "2026-10-18T11:29:56.000Z",
      "arch": "emscripten",
      "commit": "badad24df52991fffa6321f94027479068670a33",
      "fileid": "https://r2.ropensci.org/84a609b5b6c141e9beb1cde7274f869b16a38acf58f7109c3d5378f1e0ddfa95",
      "status": "success",
      "buildurl": "https://github.com/r-universe/fastverse/actions/runs/39123206059"
    },
    {
      "r": "4.7.0",
      "os": "win",
      "version": "0.0.22",
      "date": "2026-10-18T11:31:05.000Z",
      "arch": "aarch64",
      "commit": "badad24df52991fffa6321f94027479068670a33",
      "fileid": "https://r2.ropensci.org/82cd93efbde9e570b79e5c58921828e368c3f715edde5ca094c0f7c0343b79b3",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/fastverse/actions/runs/39123206059"
    },
    {
      "r": "4.7.0",
      "os": "win",
      "version": "0.0.22",
      "date": "2026-10-18T11:29:27.000Z",
      "arch": "x86_64",
      "commit": "badad24df52991fffa6321f94027479068670a33",
      "fileid": "https://r2.ropensci.org/743e57fd86d7ad584221fbc713fe21ddd0ff54e08b70e8ff62916e8dd81cfeab",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/fastverse/actions/runs/39123206059"
    },
    {
      "r": "4.5.3",
      "os": "win",
      "version": "0.0.22",
      "date": "2026-10-18T11:29:31.000Z",
      "arch": "x86_64",
      "commit": "badad24df52991fffa6321f94027479068670a33",
      "fileid": "https://r2.ropensci.org/b77d4da614f26f96ef56f408f08b934d9b96214c8d540c64070ccf7c4fd61e28",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/fastverse/actions/runs/39123206059"
    },
    {
      "r": "4.6.1",
      "os": "win",
      "version": "0.0.22",
      "date": "2026-10-18T11:31:30.000Z",
      "arch": "aarch64",
      "commit": "badad24df52991fffa6321f94027479068670a33",
      "fileid": "https://r2.ropensci.org/2d9db171000be3fd416712f8923ba9d5f5f35a3e6378b877d75addc35b6a22a1",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/fastverse/actions/runs/39123206059"
    },
    {
      "r": "4.6.1",
      "os": "win",
      "version": "0.0.22",
      "date": "2026-10-18T11:29:33.000Z",
      "arch": "x86_64",
      "commit": "badad24df52991fffa6321f94027479068670a33",
      "fileid": "https://r2.ropensci.org/a0122300f809e500e2b9769d703a069d5ad42b8f45f479dd296a4b35ec420f94",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/fastverse/actions/runs/39123206059"
    }
  ]
}