{ "_id": "6a46d9e86527f6f71f9f671e", "Type": "Package", "Package": "madrat", "Title": "May All Data be Reproducible and Transparent (MADRaT) *", "Version": "3.37.1", "Date": "2026-07-01", "Authors@R": "c(\nperson(\"Jan Philipp\", \"Dietrich\", , \"dietrich@pik-potsdam.de\", role = c(\"aut\", \"cre\"),\ncomment = c(affiliation = \"Potsdam Institute for Climate Impact Research\", ORCID = \"0000-0002-4309-6431\")),\nperson(\"Pascal\", \"Sauer\", , \"pascal.sauer@pik-potsdam.de\", role = \"aut\",\ncomment = c(affiliation = \"Potsdam Institute for Climate Impact Research\", ORCID = \"0000-0002-6856-8239\")),\nperson(\"Lavinia\", \"Baumstark\", , \"lavinia@pik-potsdam.de\", role = \"aut\",\ncomment = c(affiliation = \"Potsdam Institute for Climate Impact Research\")),\nperson(\"Stephen\", \"Wirth\", , \"wirth@pik-potsdam.de\", role = \"aut\",\ncomment = c(affiliation = \"Potsdam Institute for Climate Impact Research\")),\nperson(\"Anastasis\", \"Giannousakis\", , \"giannou@pik-potsdam.de\", role = \"aut\"),\nperson(\"Renato\", \"Rodrigues\", , \"Renato.Rodrigues@pik-potsdam.de\", role = \"aut\",\ncomment = c(affiliation = \"Potsdam Institute for Climate Impact Research\")),\nperson(\"Benjamin Leon\", \"Bodirsky\", , \"bodirsky@pik-potsdam.de\", role = \"aut\",\ncomment = c(affiliation = \"Potsdam Institute for Climate Impact Research\")),\nperson(\"Debbora\", \"Leip\", , \"leip@pik-potsdam.de\", role = \"aut\",\ncomment = c(affiliation = \"Potsdam Institute for Climate Impact Research\")),\nperson(\"Michael\", \"Crawford\", , \"crawford@pik-potsdam.de\", role = \"aut\",\ncomment = c(affiliation = \"Potsdam Institute for Climate Impact Research\")),\nperson(\"Ulrich\", \"Kreidenweis\", , \"kreidenweis@pik-potsdam.de\", role = \"aut\"),\nperson(\"David\", \"Klein\", , \"dklein@pik-potsdam.de\", role = \"aut\",\ncomment = c(affiliation = \"Potsdam Institute for Climate Impact Research\")),\nperson(\"Patrick\", \"Rein\", , \"patrick.rein@pik-potsdam.de\", role = \"aut\",\ncomment = c(affiliation = \"Potsdam Institute for Climate Impact Research\", ORCID = \"0000-0001-9454-8381\"))\n)", "Description": "Provides a framework which should improve reproducibility\nand transparency in data processing. It provides functionality\nsuch as automatic meta data creation and management,\nrudimentary quality management, data caching, work-flow\nmanagement and data aggregation. * The title is a wish not a\npromise. By no means we expect this package to deliver\neverything what is needed to achieve full reproducibility and\ntransparency, but we believe that it supports efforts in this\ndirection.", "License": "BSD_2_clause + file LICENSE", "URL": "https://github.com/pik-piam/madrat,\nhttps://doi.org/10.5281/zenodo.1115490", "BugReports": "https://github.com/pik-piam/madrat/issues", "VignetteBuilder": "knitr", "Config/Keywords": "tool", "Encoding": "UTF-8", "Config/Needs/website": "tidyverse/tidytemplate", "Config/roxygen2/version": "8.0.0", "NeedsCompilation": "no", "Packaged": { "Date": "2026-07-02 21:31:55 UTC", "User": "root" }, "Author": "Jan Philipp Dietrich [aut, cre] (affiliation: Potsdam Institute\nfor Climate Impact Research, ORCID:\n), Pascal Sauer [aut]\n(affiliation: Potsdam Institute for Climate Impact Research,\nORCID: ), Lavinia\nBaumstark [aut] (affiliation: Potsdam Institute for Climate\nImpact Research), Stephen Wirth [aut] (affiliation: Potsdam\nInstitute for Climate Impact Research), Anastasis Giannousakis\n[aut], Renato Rodrigues [aut] (affiliation: Potsdam Institute\nfor Climate Impact Research), Benjamin Leon Bodirsky [aut]\n(affiliation: Potsdam Institute for Climate Impact Research),\nDebbora Leip [aut] (affiliation: Potsdam Institute for Climate\nImpact Research), Michael Crawford [aut] (affiliation: Potsdam\nInstitute for Climate Impact Research), Ulrich Kreidenweis\n[aut], David Klein [aut] (affiliation: Potsdam Institute for\nClimate Impact Research), Patrick Rein [aut] (affiliation:\nPotsdam Institute for Climate Impact Research, ORCID:\n)", "Maintainer": "Jan Philipp Dietrich ", "Repository": "https://cran.r-universe.dev", "Date/Publication": "2026-07-02 07:20:02 UTC", "RemoteUrl": "https://github.com/cran/madrat", "RemoteRef": "HEAD", "RemoteSha": "f2136656ecdf1b7f9ba1830c760ad27f0ffd6faa", "_user": "cran", "_type": "src", "_file": "madrat_3.37.1.tar.gz", "_fileid": "https://r2.ropensci.org/544e438988973f0c7bdf228bf35ca54dd40a5c6436f1c05707556cd734e45291", "_filesize": 712855, "_sha256": "544e438988973f0c7bdf228bf35ca54dd40a5c6436f1c05707556cd734e45291", "_expires": "2026-10-10T21:36:39.000Z", "_created": "2026-07-02T21:31:55.000Z", "_published": "2026-07-02T21:36:40.040Z", "_jobs": [ { "job": 84882765881, "time": 245, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "8052198749" }, { "job": 84882765878, "time": 174, "config": "linux-release-x86_64", "r": "4.6.1", "check": "OK", "artifact": "8052175933" }, { "job": 84882223800, "time": 192, "config": "source", "r": "4.6.1", "check": "OK", "artifact": "8052117302" }, { "job": 84882765862, "time": 170, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "8052174593" } ], "_host": "GitHub-Actions", "_buildurl": "https://github.com/r-universe/cran/actions/runs/28622735827", "_status": "success", "_upstream": "https://github.com/cran/madrat", "_commit": { "id": "f2136656ecdf1b7f9ba1830c760ad27f0ffd6faa", "author": "Jan Philipp Dietrich ", "committer": "cran-robot ", "message": "version 3.37.1\n", "time": 1782976802 }, "_maintainer": { "name": "Jan Philipp Dietrich", "email": "dietrich@pik-potsdam.de", "login": "tscheypidi", "description": "", "uuid": 12657494, "orcid": "0000-0002-4309-6431" }, "_distro": "resolute", "_registered": true, "_dependencies": [ { "package": "magclass", "version": ">= 7.2.0", "role": "Depends" }, { "package": "R", "version": ">= 2.10.0", "role": "Depends" }, { "package": "callr", "role": "Imports" }, { "package": "digest", "role": "Imports" }, { "package": "filelock", "version": ">= 1.0.3", "role": "Imports" }, { "package": "igraph", "version": ">= 2.1.1", "role": "Imports" }, { "package": "Matrix", "role": "Imports" }, { "package": "methods", "role": "Imports" }, { "package": "pkgload", "role": "Imports" }, { "package": "renv", "role": "Imports" }, { "package": "stringi", "role": "Imports" }, { "package": "tools", "role": "Imports" }, { "package": "utils", "role": "Imports" }, { "package": "withr", "role": "Imports" }, { "package": "yaml", "role": "Imports" }, { "package": "covr", "role": "Suggests" }, { "package": "ggplot2", "role": "Suggests" }, { "package": "graphics", "role": "Suggests" }, { "package": "grDevices", "role": "Suggests" }, { "package": "knitr", "role": "Suggests" }, { "package": "rmarkdown", "role": "Suggests" }, { "package": "terra", "role": "Suggests" }, { "package": "testthat", "role": "Suggests" }, { "package": "tibble", "role": "Suggests" } ], "_owner": "cran", "_selfowned": false, "_usedby": 38, "_updates": [ { "week": "2026-27", "n": 1 } ], "_tags": [ { "name": "3.37.1", "date": "2026-07-02" } ], "_stars": 0, "_contributors": [ { "user": "tscheypidi", "count": 14, "uuid": 12657494 } ], "_userbio": { "uuid": 6899542, "type": "organization", "name": "cran", "followers": 615, "description": "Unofficial read-only mirror of all CRAN R packages" }, "_downloads": { "count": 451, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/madrat" }, "_devurl": "https://github.com/pik-piam/madrat", "_searchresults": 127, "_rbuild": "4.6.1", "_assets": [ "extra/citation.cff", "extra/citation.html", "extra/citation.json", "extra/citation.txt", "extra/contents.json", "extra/madrat.html", "extra/readme.html", "extra/readme.md", "LICENSE", "manual.pdf" ], "_homeurl": "https://github.com/pik-piam/madrat", "_realowner": "pik-piam", "_cranurl": false, "_releases": [ { "version": "1.8.0", "date": "2017-05-29" }, { "version": "1.22.1", "date": "2017-09-06" }, { "version": "1.61.0", "date": "2019-05-29" }, { "version": "1.64.4", "date": "2019-12-17" }, { "version": "1.64.5", "date": "2019-12-17" }, { "version": "2.3.1", "date": "2021-10-05" }, { "version": "2.3.2", "date": "2021-10-11" }, { "version": "3.3.0", "date": "2023-05-02" }, { "version": "3.3.4", "date": "2023-07-06" }, { "version": "3.3.5", "date": "2023-07-06" }, { "version": "3.3.6", "date": "2023-07-08" }, { "version": "3.6.4", "date": "2023-08-24" }, { "version": "3.15.6", "date": "2024-12-19" }, { "version": "3.37.1", "date": "2026-07-02" } ], "_exports": [ "addMapping", "cacheCleanup", "cacheCopy", "calcOutput", "compareData", "compareMadratOutputs", "downloadSource", "findBottlenecks", "getCalculations", "getConfig", "getDependencies", "getFromComment", "getISOlist", "getLinkFunction", "getLocation", "getMadratGraph", "getMadratInfo", "getMadratMessage", "getSources", "installedMadratUniverse", "localConfig", "madratAttach", "madratDetach", "metadataGFZ", "pucAggregate", "putMadratMessage", "readSource", "redirectSource", "regionscode", "resetMadratMessages", "retrieveData", "returnCalcOutput", "setConfig", "toolAggregate", "toolCodeLabels", "toolCompareStatusLogs", "toolConditionalReplace", "toolConvertMapping", "toolCountry2isocode", "toolCountryFill", "toolFillWithRegionAvg", "toolFillYears", "toolFixWeight", "toolGetMapping", "toolISOhistorical", "toolManualDownload", "toolNAreplace", "toolOrderCells", "toolSplitSubtype", "toolSubtypeSelect", "toolTimeAverage", "toolTimeSpline", "toolXlargest", "vcat", "visualizeDependencies" ], "_help": [ { "page": "madrat-package", "title": "May All Data be Reproducible And Transparent (madrat) *", "topics": [ "madrat-package", "madrat" ] }, { "page": "addMapping", "title": "addMapping", "concept": [ "mapping" ], "topics": [ "addMapping" ] }, { "page": "cacheCleanup", "title": "cacheCleanup", "concept": [ "cache management" ], "topics": [ "cacheCleanup" ] }, { "page": "cacheCopy", "title": "cacheCopy", "concept": [ "cache management" ], "topics": [ "cacheCopy" ] }, { "page": "calcOutput", "title": "calcOutput", "concept": [ "core workflow" ], "topics": [ "calcOutput" ] }, { "page": "calcTauTotal", "title": "Calculate total tau", "topics": [ "calcTauTotal" ] }, { "page": "compareData", "title": "compareData", "concept": [ "validation" ], "topics": [ "compareData" ] }, { "page": "compareMadratOutputs", "title": "Compare a madrat function's output with and without your changes", "concept": [ "validation" ], "topics": [ "compareMadratOutputs" ] }, { "page": "convertTau", "title": "Convert Tau", "topics": [ "convertTau" ] }, { "page": "downloadSource", "title": "downloadSource", "concept": [ "core workflow" ], "topics": [ "downloadSource" ] }, { "page": "findBottlenecks", "title": "findBottlenecks", "concept": [ "analysis" ], "topics": [ "findBottlenecks" ] }, { "page": "fullEXAMPLE", "title": "fullExample", "topics": [ "fullEXAMPLE" ] }, { "page": "getCalculations", "title": "getCalculations", "concept": [ "available functions" ], "topics": [ "getCalculations" ] }, { "page": "getConfig", "title": "getConfig", "concept": [ "madrat configuration" ], "topics": [ "getConfig" ] }, { "page": "getDependencies", "title": "getDependencies", "concept": [ "dependency graph" ], "topics": [ "getDependencies" ] }, { "page": "getFromComment", "title": "getFromComment", "concept": [ "metadata comment" ], "topics": [ "getFromComment" ] }, { "page": "getISOlist", "title": "get official ISO list", "concept": [ "country tools" ], "topics": [ "getISOlist" ] }, { "page": "getLinkFunction", "title": "getLinkFunction", "concept": [ "source redirection" ], "topics": [ "getLinkFunction" ] }, { "page": "getLocation", "title": "getLocation", "concept": [ "available functions" ], "topics": [ "getLocation" ] }, { "page": "getMadratGraph", "title": "getMadratGraph", "concept": [ "dependency graph" ], "topics": [ "getMadratGraph" ] }, { "page": "getMadratInfo", "title": "getMadratInfo", "concept": [ "dependency graph" ], "topics": [ "getMadratInfo" ] }, { "page": "getMadratMessage", "title": "getMadratMessage", "concept": [ "madrat messages" ], "topics": [ "getMadratMessage" ] }, { "page": "getSources", "title": "getSources", "concept": [ "available functions" ], "topics": [ "getSources" ] }, { "page": "installedMadratUniverse", "title": "installedMadratUniverse", "concept": [ "available functions" ], "topics": [ "installedMadratUniverse" ] }, { "page": "madratAttach", "title": "madratAttach / madratDetach", "concept": [ "madrat configuration" ], "topics": [ "madratAttach", "madratDetach" ] }, { "page": "metadataGFZ", "title": "metadataGFZ", "concept": [ "source downloading" ], "topics": [ "metadataGFZ" ] }, { "page": "pucAggregate", "title": "pucAggregate", "concept": [ "aggregation" ], "topics": [ "pucAggregate" ] }, { "page": "putMadratMessage", "title": "putMadratMessage", "concept": [ "madrat messages" ], "topics": [ "putMadratMessage" ] }, { "page": "readSource", "title": "readSource", "concept": [ "core workflow" ], "topics": [ "readSource" ] }, { "page": "readTau", "title": "Read Tau", "topics": [ "readTau" ] }, { "page": "redirectSource", "title": "redirectSource", "concept": [ "source redirection" ], "topics": [ "redirectSource" ] }, { "page": "redirectTau", "title": "redirectTau", "topics": [ "redirectTau" ] }, { "page": "regionscode", "title": "Tool: regionscode", "concept": [ "code labeling" ], "topics": [ "regionscode" ] }, { "page": "resetMadratMessages", "title": "resetMadratMessages", "concept": [ "madrat messages" ], "topics": [ "resetMadratMessages" ] }, { "page": "retrieveData", "title": "retrieveData", "concept": [ "core workflow" ], "topics": [ "retrieveData" ] }, { "page": "returnCalcOutput", "title": "Construct a list with the information required for calc-functions to return", "concept": [ "core workflow" ], "topics": [ "returnCalcOutput" ] }, { "page": "setConfig", "title": "setConfig", "concept": [ "madrat configuration" ], "topics": [ "localConfig", "setConfig" ] }, { "page": "toolAggregate", "title": "toolAggregate", "concept": [ "aggregation" ], "topics": [ "toolAggregate" ] }, { "page": "toolCodeLabels", "title": "Tool: CodeLabels", "concept": [ "code labeling" ], "topics": [ "toolCodeLabels" ] }, { "page": "toolCompareStatusLogs", "title": "toolCompareStatusLogs", "concept": [ "validation" ], "topics": [ "toolCompareStatusLogs" ] }, { "page": "toolConditionalReplace", "title": "toolConditionalReplace", "concept": [ "data manipulation" ], "topics": [ "toolConditionalReplace" ] }, { "page": "toolConvertMapping", "title": "Tool: ConvertMapping", "concept": [ "mapping" ], "topics": [ "toolConvertMapping" ] }, { "page": "toolCountry2isocode", "title": "toolCountry2isocode", "concept": [ "country tools" ], "topics": [ "toolCountry2isocode" ] }, { "page": "toolCountryFill", "title": "Tool: CountryFill", "concept": [ "country tools" ], "topics": [ "toolCountryFill" ] }, { "page": "toolFillWithRegionAvg", "title": "Tool: FillWithRegionAvg", "concept": [ "country tools" ], "topics": [ "toolFillWithRegionAvg" ] }, { "page": "toolFillYears", "title": "toolFillYears", "concept": [ "temporal processing" ], "topics": [ "toolFillYears" ] }, { "page": "toolFixWeight", "title": "toolFixWeight", "concept": [ "data manipulation" ], "topics": [ "toolFixWeight" ] }, { "page": "toolGetMapping", "title": "Tool: GetMapping", "concept": [ "mapping" ], "topics": [ "toolGetMapping" ] }, { "page": "toolISOhistorical", "title": "Tool: ISOhistorical", "concept": [ "country tools" ], "topics": [ "toolISOhistorical" ] }, { "page": "toolManualDownload", "title": "Tool: ManualDownload", "concept": [ "source downloading" ], "topics": [ "toolManualDownload" ] }, { "page": "toolNAreplace", "title": "Tool: NA replace", "concept": [ "data manipulation" ], "topics": [ "toolNAreplace" ] }, { "page": "toolOrderCells", "title": "toolOrderCells", "concept": [ "data manipulation" ], "topics": [ "toolOrderCells" ] }, { "page": "toolSplitSubtype", "title": "Tool: SplitSubtype", "concept": [ "subtype handling" ], "topics": [ "toolSplitSubtype" ] }, { "page": "toolSubtypeSelect", "title": "Tool: SubtypeSelect", "concept": [ "subtype handling" ], "topics": [ "toolSubtypeSelect" ] }, { "page": "toolTimeAverage", "title": "toolTimeAverage", "concept": [ "temporal processing" ], "topics": [ "toolTimeAverage" ] }, { "page": "toolTimeSpline", "title": "Smooth a magclass time series with optional anchor years", "concept": [ "temporal processing" ], "topics": [ "toolTimeSpline" ] }, { "page": "toolXlargest", "title": "toolXlargest", "concept": [ "data manipulation" ], "topics": [ "toolXlargest" ] }, { "page": "vcat", "title": "Tool: Verbosity Cat", "concept": [ "madrat messages" ], "topics": [ "vcat" ] }, { "page": "visualizeDependencies", "title": "visualizeDependencies", "concept": [ "dependency graph" ], "topics": [ "visualizeDependencies" ] } ], "_readme": "https://github.com/cran/madrat/raw/HEAD/README.md", "_rundeps": [ "abind", "callr", "cli", "cpp11", "data.table", "desc", "digest", "filelock", "fs", "glue", "igraph", "lattice", "lifecycle", "magclass", "magrittr", "Matrix", "otel", "pkgbuild", "pkgconfig", "pkgload", "processx", "ps", "R6", "renv", "rlang", "rprojroot", "stringi", "vctrs", "withr", "yaml" ], "_vignettes": [ { "source": "madrat-caching.Rmd", "filename": "madrat-caching.html", "title": "Data caching in madrat", "author": "Jan Philipp Dietrich", "engine": "knitr::rmarkdown", "headings": [ "Basics", "Fingerprint", "Customize fingerprinting", "Control flags", "Examples", "forcecache" ], "created": "2021-10-05 07:40:02", "modified": "2026-07-02 07:20:02", "commits": 3 }, { "source": "madrat.Rmd", "filename": "madrat.html", "title": "Data preparation with madrat", "author": "Jan Philipp Dietrich", "engine": "knitr::rmarkdown", "headings": [ "Setup", "madrat framework components", "downloadSource", "readSource", "read", "correct", "convert", "calcOutput", "retrieveData", "Coding etiquette", "Use own functions with madrat", "Create madrat-based package" ], "created": "2017-09-06 19:40:35", "modified": "2023-05-02 10:10:02", "commits": 3 }, { "source": "madrat-puc.Rmd", "filename": "madrat-puc.html", "title": "Portable unagreggated collections (PUCs) in MADRaT", "author": "Jan Philipp Dietrich, Lavinia Baumstark", "engine": "knitr::rmarkdown", "headings": [ "Basics", "A typical workflow", "Making a madrat preprocessing ready for puc-files", "Potential problems" ], "created": "2023-05-02 10:10:02", "modified": "2026-07-02 07:20:02", "commits": 3 } ], "_score": 6.336799831348111, "_indexed": false, "_nocasepkg": "madrat", "_universes": [ "cran" ], "_indexurl": "https://pik-piam.r-universe.dev/madrat", "_previous": "3.15.6", "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "3.37.1", "date": "2026-07-02T21:35:12.000Z", "distro": "resolute", "commit": "f2136656ecdf1b7f9ba1830c760ad27f0ffd6faa", "fileid": "https://r2.ropensci.org/961d9249240e82435f6f5f49801b6b22d91c0a23e03de717fbbc77d116405971", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/cran/actions/runs/28622735827" }, { "r": "4.6.1", "os": "linux", "version": "3.37.1", "date": "2026-07-02T21:33:57.000Z", "distro": "resolute", "commit": "f2136656ecdf1b7f9ba1830c760ad27f0ffd6faa", "fileid": "https://r2.ropensci.org/a8a6b5753bf40ac1ddc2fd2d38053e88a8b4de07ebdd255e0bad0e3e1a6da2b8", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/cran/actions/runs/28622735827" }, { "r": "4.6.0", "os": "wasm", "version": "3.37.1", "date": "2026-07-02T21:35:05.000Z", "commit": "f2136656ecdf1b7f9ba1830c760ad27f0ffd6faa", "fileid": "https://r2.ropensci.org/d4be2dc2e15d1822016422c63733522f0bab5f2158fcda64311a4b5baf26016d", "status": "success", "buildurl": "https://github.com/r-universe/cran/actions/runs/28622735827" } ] }