{ "_id": "6a0f7874acfb0bcc41c62473", "Package": "stddiff.spark", "Title": "Calculate the Standardized Difference for Numeric, Binary and\nCategory Variables in Apache Spark", "Version": "1.0", "Authors@R": "person(\"Alicja\", \"Januszkiewicz\", email = \"cran.alicja.januszkiewicz@gmail.com\", role = c(\"aut\", \"cre\", \"cph\"))", "Description": "Provides functions to compute standardized differences for\nnumeric, binary, and categorical variables on Apache Spark\nDataFrames using 'sparklyr'. The implementation mirrors the\nmethods used in the 'stddiff' package but operates on\ndistributed data. See Zhicheng Du, Yuantao Hao (2022)\n for reference.", "License": "GPL (>= 3)", "Encoding": "UTF-8", "Roxygen": "list(markdown = TRUE)", "RoxygenNote": "7.3.3", "Config/testthat/edition": "3", "SystemRequirements": "Apache Spark (tested with 3.4.4)", "URL": "https://github.com/alicja-januszkiewicz/stddiff.spark", "BugReports": "https://github.com/alicja-januszkiewicz/stddiff.spark/issues", "Config/pak/sysreqs": "libicu-dev libxml2-dev libssl-dev", "Repository": "https://alicja-januszkiewicz.r-universe.dev", "Date/Publication": "2026-01-21 08:05:16 UTC", "RemoteUrl": "https://github.com/alicja-januszkiewicz/stddiff.spark", "RemoteRef": "HEAD", "RemoteSha": "184e3b2b83094e2ca179f18aefab1152ef303109", "NeedsCompilation": "no", "Packaged": { "Date": "2026-05-21 05:54:19 UTC", "User": "root" }, "Author": "Alicja Januszkiewicz [aut, cre, cph]", "Maintainer": "Alicja Januszkiewicz ", "MD5sum": "13f6d6d1c6b2150cab3bdd9ef2beeb9c", "_user": "alicja-januszkiewicz", "_type": "src", "_file": "stddiff.spark_1.0.tar.gz", "_fileid": "cc67101007a6517ccaaa4092a1d151c9a55553ed5932b1596fe6e1e17153b496", "_filesize": 148258, "_sha256": "cc67101007a6517ccaaa4092a1d151c9a55553ed5932b1596fe6e1e17153b496", "_created": "2026-05-21T05:54:19.000Z", "_published": "2026-05-21T21:26:12.011Z", "_distro": "noble", "_jobs": [ { "job": 77271978589, "time": 122, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "7128282993" }, { "job": 77271978816, "time": 128, "config": "linux-release-x86_64", "r": "4.6.0", "check": "OK", "artifact": "7128284248" }, { "job": 77271978753, "time": 156, "config": "macos-oldrel-arm64", "r": "4.5.3", "check": "OK", "artifact": "7128285826" }, { "job": 77271978747, "time": 125, "config": "macos-release-arm64", "r": "4.6.0", "check": "OK", "artifact": "7128279385" }, { "job": 77271978323, "time": 165, "config": "source", "r": "4.6.0", "check": "OK", "artifact": "7128256959" }, { "job": 77271978223, "time": 91, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "7147576443" }, { "job": 77271978561, "time": 88, "config": "windows-devel", "r": "4.7.0", "check": "OK", "artifact": "7128276127" }, { "job": 77271978790, "time": 64, "config": "windows-oldrel", "r": "4.5.3", "check": "OK", "artifact": "7128271244" }, { "job": 77271978706, "time": 74, "config": "windows-release", "r": "4.6.0", "check": "OK", "artifact": "7128273078" } ], "_buildurl": "https://github.com/r-universe/alicja-januszkiewicz/actions/runs/26208129615", "_status": "success", "_host": "GitHub-Actions", "_upstream": "https://github.com/alicja-januszkiewicz/stddiff.spark", "_commit": { "id": "184e3b2b83094e2ca179f18aefab1152ef303109", "author": "Alicja <32685541+alicja-januszkiewicz@users.noreply.github.com>", "committer": "GitHub ", "message": "Update r-check.yml", "time": 1768982716 }, "_maintainer": { "name": "Alicja Januszkiewicz", "email": "cran.alicja.januszkiewicz@gmail.com" }, "_registered": true, "_dependencies": [ { "package": "R", "version": ">= 4.1.0", "role": "Depends" }, { "package": "dplyr", "version": ">= 1.1.0", "role": "Imports" }, { "package": "tidyr", "version": ">= 1.3.0", "role": "Imports" }, { "package": "sparklyr", "version": ">= 1.8.0", "role": "Imports" }, { "package": "stddiff", "version": ">= 2.1.0", "role": "Suggests" }, { "package": "testthat", "version": ">= 3.0.0", "role": "Suggests" }, { "package": "withr", "role": "Suggests" } ], "_owner": "alicja-januszkiewicz", "_selfowned": true, "_usedby": 0, "_updates": [ { "week": "2025-52", "n": 11 }, { "week": "2026-01", "n": 3 }, { "week": "2026-02", "n": 1 }, { "week": "2026-03", "n": 1 }, { "week": "2026-04", "n": 2 } ], "_tags": [ { "name": "v1.0", "date": "2026-01-10" } ], "_topics": [ "apache-spark", "descriptive-statistics", "sparklyr" ], "_stars": 0, "_contributors": [ { "user": "alicja-januszkiewicz", "count": 18, "uuid": 32685541 } ], "_userbio": { "uuid": 32685541, "type": "user", "name": "Alicja", "description": "Data Scientist" }, "_downloads": { "count": 147, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/stddiff.spark" }, "_mentions": 3, "_devurl": "https://github.com/alicja-januszkiewicz/stddiff.spark", "_searchresults": 0, "_rbuild": "4.6.0", "_assets": [ "extra/citation.cff", "extra/citation.html", "extra/citation.json", "extra/citation.txt", "extra/contents.json", "extra/NEWS.html", "extra/NEWS.txt", "extra/readme.html", "extra/readme.md", "extra/stddiff.spark.html", "manual.pdf" ], "_homeurl": "https://github.com/alicja-januszkiewicz/stddiff.spark", "_realowner": "alicja-januszkiewicz", "_cranurl": true, "_releases": [ { "version": "1.0", "date": "2026-01-15" } ], "_exports": [ "stddiff.binary", "stddiff.category", "stddiff.numeric" ], "_help": [ { "page": "stddiff.binary", "title": "Compute Standardized Differences for Binary Variables (Spark)", "topics": [ "stddiff.binary" ] }, { "page": "stddiff.category", "title": "Compute Standardized Differences for Categorical Variables (Spark)", "topics": [ "stddiff.category" ] }, { "page": "stddiff.numeric", "title": "Compute Standardized Differences for Numeric Variables (Spark)", "topics": [ "stddiff.numeric" ] } ], "_readme": "https://github.com/alicja-januszkiewicz/stddiff.spark/raw/HEAD/README.md", "_rundeps": [ "askpass", "blob", "cli", "codetools", "config", "cpp11", "curl", "DBI", "dbplyr", "dplyr", "generics", "globals", "glue", "httr", "jsonlite", "lifecycle", "magrittr", "mime", "openssl", "pillar", "pkgconfig", "purrr", "R6", "rlang", "rstudioapi", "sparklyr", "stringi", "stringr", "sys", "tibble", "tidyr", "tidyselect", "utf8", "uuid", "vctrs", "withr", "xml2", "yaml" ], "_score": 3.8750612633917, "_indexed": true, "_nocasepkg": "stddiff.spark", "_universes": [ "alicja-januszkiewicz" ], "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "1.0", "date": "2026-05-21T05:56:27.000Z", "distro": "noble", "commit": "184e3b2b83094e2ca179f18aefab1152ef303109", "fileid": "e809cb14ba13065d3675cfbcfa4911aee1909d03768720109b9eff5b2bf6e0ff", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/alicja-januszkiewicz/actions/runs/26208129615" }, { "r": "4.6.0", "os": "linux", "version": "1.0", "date": "2026-05-21T05:56:33.000Z", "distro": "noble", "commit": "184e3b2b83094e2ca179f18aefab1152ef303109", "fileid": "d3dd7b96531c57ddde294dae24627e395d1dfb5e7e880691697f37d885dc9dc2", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/alicja-januszkiewicz/actions/runs/26208129615" }, { "r": "4.5.3", "os": "mac", "version": "1.0", "date": "2026-05-21T05:56:46.000Z", "commit": "184e3b2b83094e2ca179f18aefab1152ef303109", "fileid": "5e5c36002e0834692548a0d2a29a0c2cc658a829e30c10a3b67c346d9e7b8e97", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/alicja-januszkiewicz/actions/runs/26208129615" }, { "r": "4.6.0", "os": "mac", "version": "1.0", "date": "2026-05-21T05:56:13.000Z", "commit": "184e3b2b83094e2ca179f18aefab1152ef303109", "fileid": "ba2f1f59fe00157427c61329d07a86e7e6fe6e5850af955be2b10d82a165e038", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/alicja-januszkiewicz/actions/runs/26208129615" }, { "r": "4.6.0", "os": "wasm", "version": "1.0", "date": "2026-05-21T21:25:51.000Z", "commit": "184e3b2b83094e2ca179f18aefab1152ef303109", "fileid": "b0c7a39c995d5ab2959250b235c3d36fb94153a4f3675450a31056f014ab9168", "status": "success", "buildurl": "https://github.com/r-universe/alicja-januszkiewicz/actions/runs/26208129615" }, { "r": "4.7.0", "os": "win", "version": "1.0", "date": "2026-05-21T05:55:48.000Z", "commit": "184e3b2b83094e2ca179f18aefab1152ef303109", "fileid": "10122b61e259e0fde1cac53918dd50aed4fa91553014906007c9d9725c3e0867", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/alicja-januszkiewicz/actions/runs/26208129615" }, { "r": "4.5.3", "os": "win", "version": "1.0", "date": "2026-05-21T05:55:28.000Z", "commit": "184e3b2b83094e2ca179f18aefab1152ef303109", "fileid": "84af8015a0d641ac275190b99a21d5b9d64185f23f161315033fba502c5f077b", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/alicja-januszkiewicz/actions/runs/26208129615" }, { "r": "4.6.0", "os": "win", "version": "1.0", "date": "2026-05-21T05:55:35.000Z", "commit": "184e3b2b83094e2ca179f18aefab1152ef303109", "fileid": "9b0996dea4f585bef8a05557aa900f1566b056370e18831884305bd439d8d1bf", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/alicja-januszkiewicz/actions/runs/26208129615" } ] }