{ "_id": "6a1f04adb401979e7341b821", "Package": "respectables", "Type": "Package", "Title": "Create Relationally-Specified Multi-Table Datasets", "Authors@R": "c(\nperson(\"Gabriel\", \"Becker\", email=\"gabembecker@gmail.com\", role = c(\"aut\", \"cre\")))", "Description": "This package provides a general framework and utility\nfunctions for simulating or synthesizing database-like\nmultiple-table datasets. This is done by defining and then\napplying data recipes, which support the simulation or\nderivation of multiple variables jointly and/or conditional on\nthe value of other already existing or recipe-specified\nvariables. It also supports the simulation or augmentation of\ndata which encodes a 1-to-many relationship with a foreign-key\nin an existing table.", "Version": "0.0.4.9000", "License": "Artistic-2.0", "Encoding": "UTF-8", "RoxygenNote": "7.1.2", "Copyright": "F. Hoffmann-La Roche Ltd", "VignetteBuilder": "knitr", "Repository": "https://pharmaverse.r-universe.dev", "Date/Publication": "2024-09-30 23:18:02 UTC", "RemoteUrl": "https://github.com/Roche/respectables", "RemoteRef": "HEAD", "RemoteSha": "64d3e5409dca2206a71a71d09212768732f89f73", "NeedsCompilation": "no", "Packaged": { "Date": "2026-05-18 07:39:21 UTC", "User": "root" }, "Author": "Gabriel Becker [aut, cre]", "Maintainer": "Gabriel Becker ", "MD5sum": "e4fc531aa59e6596500d5ad14043bc16", "_user": "pharmaverse", "_type": "src", "_file": "respectables_0.0.4.9000.tar.gz", "_fileid": "e721010168b3c6dd3b1b3ed72b94c5b2bcc4b9523359f659540495a6082ebfa2", "_filesize": 425701, "_sha256": "e721010168b3c6dd3b1b3ed72b94c5b2bcc4b9523359f659540495a6082ebfa2", "_created": "2026-05-18T07:39:21.000Z", "_published": "2026-06-02T16:28:29.900Z", "_distro": "noble", "_jobs": [ { "job": 79120555394, "time": 126, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "NOTE", "artifact": "7052059939" }, { 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"https://github.com/r-universe/pharmaverse/actions/runs/26019959013", "_status": "success", "_host": "GitHub-Actions", "_upstream": "https://github.com/Roche/respectables", "_commit": { "id": "64d3e5409dca2206a71a71d09212768732f89f73", "author": "Adrian Waddell ", "committer": "Adrian Waddell ", "message": "remove badges\n", "time": 1727738282 }, "_maintainer": { "name": "Gabriel Becker", "email": "gabembecker@gmail.com", "login": "gmbecker", "twitter": "@groundwalkergmb", "description": "", "uuid": 908721 }, "_registered": true, "_dependencies": [ { "package": "tibble", "role": "Depends" }, { "package": "stats", "role": "Imports" }, { "package": "methods", "role": "Imports" }, { "package": "tibble", "role": "Imports" }, { "package": "knitr", "role": "Suggests" }, { "package": "dplyr", "role": "Suggests" }, { "package": "ggplot2", "role": "Suggests" }, { "package": "tinytest", "role": "Suggests" }, { "package": "dm", "role": "Suggests" }, { "package": "rmarkdown", "role": "Suggests" } ], "_owner": "roche", "_selfowned": false, "_usedby": 0, "_updates": [], "_tags": [], "_stars": 8, "_contributors": [ { "user": "gmbecker", "count": 18, "uuid": 908721 }, { "user": "edelarua", "count": 16, "uuid": 59304861 }, { "user": "waddella", "count": 10, "uuid": 7786462 }, { "user": "cicdguy", "count": 5, "uuid": 26552821 } ], "_userbio": { "uuid": 84541169, "type": "organization", "name": "pharmaverse" }, "_downloads": { "count": 0, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/respectables" }, "_devurl": "https://github.com/roche/respectables", "_searchresults": 8, "_rbuild": "4.6.0", "_assets": [ "extra/citation.cff", "extra/citation.html", "extra/citation.json", "extra/citation.txt", "extra/contents.json", "extra/readme.html", "extra/readme.md", "extra/respectables.html", "manual.pdf" ], "_cranurl": false, "_exports": [ "gen_data_db", "gen_reljoin_table", "gen_table_data", "init_new_cols", "inject_nas", "lookup_fun", "miss_as_block", "miss_at_random", "no_args", "no_deps", "no_key", "no_rec", "pct_orig", "rand_per_key", "rand_posixct", "rep_n", "rep_per_key", "sample_fct", "sample_yn", "secs_per_day", "secs_per_year", "seq_n", "subjid_func", "table_spec", "validate_recipe_deps" ], "_help": [ { "page": "gen_data_db", "title": "Generate full db from a Cookbook of Recipes", "topics": [ "gen_data_db" ] }, { "page": "gen_reljoin_table", "title": "Generate synthetic data relationally-linked to existing data", "topics": [ "gen_reljoin_table" ] }, { "page": "gen_table_data", "title": "Generate variables in a table", "topics": [ "gen_table_data" ] }, { "page": "init_new_cols", "title": "Initialize new columns of the correct length", "topics": [ "init_new_cols" ] }, { "page": "inject_nas", "title": "Apply random or systematic missingness to existing data according to recipe", "topics": [ "inject_nas" ] }, { "page": "lookup_fun", "title": "Lookup function from value you recipe column", "topics": [ "lookup_fun" ] }, { "page": "miss_as_block", "title": "Function constructor for injecting \"missing together\" NAs to columns", "topics": [ "miss_as_block" ] }, { "page": "miss_at_random", "title": "Function constructor for injecting independent missing-at-random NAs to columns", "topics": [ "miss_at_random" ] }, { "page": "sentinelS", "title": "Sentinel Values for Recipes", "topics": [ "no_args", "no_deps", "no_key", "no_rec" ] }, { "page": "rand_dtm", "title": "Generate a sample of random datetimes", "topics": [ "pct_orig", "rand_posixct", "secs_per_day", "secs_per_year" ] }, { "page": "reljoin_funcs", "title": "Convenience helper functions for defining relational-join recipes", "topics": [ "rand_per_key", "reljoin_funcs", "rep_per_key" ] }, { "page": "samps", "title": "Create a factor with random elements of x", "topics": [ "rep_n", "sample_fct", "sample_yn", "seq_n" ] }, { "page": "subjid_func", "title": "Generate sequence of \"subject id\"s", "topics": [ "subjid_func" ] }, { "page": "table_spec", "title": "Construct a table specification from one or more recipes", "topics": [ "table_spec" ] }, { "page": "validate_recipe_deps", "title": "Validate recipe for circular dependencies", "topics": [ "validate_recipe_deps" ] } ], "_readme": "https://github.com/Roche/respectables/raw/HEAD/README.md", "_rundeps": [ "cli", "glue", "lifecycle", "magrittr", "pillar", "pkgconfig", "rlang", "tibble", "utf8", "vctrs" ], "_vignettes": [ { "source": "introduction.Rmd", "filename": "introduction.html", "title": "Introduction to Respectables", "author": "Adrian Waddell", "engine": "knitr::rmarkdown", "headings": [ "Introduction", "Simple Dataset", "Adding Multiple Variables", "Variable Dependencies", "Configurable Arguments", "Injecting Missing Data", "Scaffolding", "Compare dplyr" ], "created": "2021-10-25 09:46:46", "modified": "2021-10-25 09:46:46", "commits": 1 }, { "source": "creating_synth_relational_data.Rmd", "filename": "creating_synth_relational_data.html", "title": "Specifying, Simulating and Synthesizing Relational Data in R", "author": "Gabriel Becker", "engine": "knitr::rmarkdown", "headings": [ "Introduction and Motivations", "Recipes", "Table Recipes", "Scaffold Tables and Scaffolding Join Recipes", "Constructing Missingness Recipes", "Constructing Data with Recipes", "Individual Table" ], "created": "2021-02-25 09:38:25", "modified": "2021-10-25 09:46:46", "commits": 4 } ], "_score": 4.380211241711606, "_indexed": false, "_nocasepkg": "respectables", "_universes": [ "pharmaverse" ], "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "0.0.4.9000", "date": "2026-05-18T07:41:30.000Z", "distro": "noble", "commit": "64d3e5409dca2206a71a71d09212768732f89f73", "fileid": "cceada60df71d56a9ccca9ab05d78660f9de2eb6ef28d772cd9efbf86f5858d8", "status": "success", "check": "NOTE", "buildurl": "https://github.com/r-universe/pharmaverse/actions/runs/26019959013" }, { "r": "4.6.0", "os": "linux", "version": "0.0.4.9000", "date": "2026-05-18T07:41:36.000Z", "distro": "noble", "commit": 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