Spaces:

aephiday
/

MLOps-framinghamCHD

Build error

App Files Files Community

aepstar commited on Jan 25, 2024

Commit

cf2a59e

1 Parent(s): 752f441

upload deployment file

Browse files

Files changed (4) hide show

Dockerfile +33 -0
MLOps-framinghamCHD.Rproj +13 -0
plumber.R +22 -0
vetiver_renv.lock +1491 -0

Dockerfile ADDED Viewed

	@@ -0,0 +1,33 @@

+# Generated by the vetiver package; edit with care
+FROM rocker/r-ver:4.3.2
+# create a non-root user to run the app
+RUN useradd --create-home appuser
+ENV RENV_CONFIG_REPOS_OVERRIDE https://packagemanager.rstudio.com/cran/latest
+ENV HOME=/home/appuser
+WORKDIR $HOME
+RUN apt-get update -qq && apt-get install -y --no-install-recommends \
+  libcurl4-openssl-dev \
+  libicu-dev \
+  libsodium-dev \
+  libssl-dev \
+  make \
+  zlib1g-dev \
+  && apt-get clean
+COPY vetiver_renv.lock renv.lock
+# Create the .cache directory and give appuser permission to write to it
+RUN mkdir -p /home/appuser/.cache && chown -R appuser:appuser /home/appuser/.cache
+# Create the .cache/pins/url directory and give appuser permission to write to it
+RUN mkdir -p /home/appuser/.cache/pins/url && chown -R appuser:appuser /home/appuser/.cache/pins/url
+COPY framinghamCHD/ /opt/ml/framinghamCHD
+RUN Rscript -e "install.packages('renv')"
+RUN Rscript -e "renv::restore()"
+COPY plumber.R /opt/ml/plumber.R
+EXPOSE 7860
+ENTRYPOINT ["R", "-e", "pr <- plumber::plumb('/opt/ml/plumber.R'); pr$run(host = '0.0.0.0', port = 7860)"]

MLOps-framinghamCHD.Rproj ADDED Viewed

	@@ -0,0 +1,13 @@

+Version: 1.0
+RestoreWorkspace: Default
+SaveWorkspace: Default
+AlwaysSaveHistory: Default
+EnableCodeIndexing: Yes
+UseSpacesForTab: Yes
+NumSpacesForTab: 2
+Encoding: UTF-8
+RnwWeave: Sweave
+LaTeX: pdfLaTeX

plumber.R ADDED Viewed

	@@ -0,0 +1,22 @@

+# Generated by the vetiver package; edit with care
+library(pins)
+library(plumber)
+library(rapidoc)
+library(vetiver)
+# Packages needed to generate model predictions
+if (FALSE) {
+    library(parsnip)
+    library(recipes)
+    library(stats)
+    library(themis)
+    library(workflows)
+}
+b <- board_folder(path = ".")
+v <- vetiver_pin_read(b, "framinghamCHD")
+#* @plumber
+function(pr) {
+    pr %>% vetiver_api(v)
+}

vetiver_renv.lock ADDED Viewed

	@@ -0,0 +1,1491 @@

+{
+  "R": {
+    "Version": "4.3.2",
+    "Repositories": [
+      {
+        "Name": "CRAN",
+        "URL": "https://cloud.r-project.org"
+      }
+    ]
+  },
+  "Packages": {
+    "KernSmooth": {
+      "Package": "KernSmooth",
+      "Version": "2.23-22",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "R",
+        "stats"
+      ],
+      "Hash": "2fecebc3047322fa5930f74fae5de70f"
+    },
+    "MASS": {
+      "Package": "MASS",
+      "Version": "7.3-60",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "R",
+        "grDevices",
+        "graphics",
+        "methods",
+        "stats",
+        "utils"
+      ],
+      "Hash": "a56a6365b3fa73293ea8d084be0d9bb0"
+    },
+    "Matrix": {
+      "Package": "Matrix",
+      "Version": "1.6-4",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "R",
+        "grDevices",
+        "graphics",
+        "grid",
+        "lattice",
+        "methods",
+        "stats",
+        "utils"
+      ],
+      "Hash": "d9c655b30a2edc6bb2244c1d1e8d549d"
+    },
+    "R6": {
+      "Package": "R6",
+      "Version": "2.5.1",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "R"
+      ],
+      "Hash": "470851b6d5d0ac559e9d01bb352b4021"
+    },
+    "RANN": {
+      "Package": "RANN",
+      "Version": "2.6.1",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Hash": "d128ea05a972d3e67c6f39de52c72bd7"
+    },
+    "RColorBrewer": {
+      "Package": "RColorBrewer",
+      "Version": "1.1-3",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "R"
+      ],
+      "Hash": "45f0398006e83a5b10b72a90663d8d8c"
+    },
+    "ROSE": {
+      "Package": "ROSE",
+      "Version": "0.0-4",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Hash": "c6e79999925f0db3f2d88b187d014bf8"
+    },
+    "Rcpp": {
+      "Package": "Rcpp",
+      "Version": "1.0.11",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "methods",
+        "utils"
+      ],
+      "Hash": "ae6cbbe1492f4de79c45fce06f967ce8"
+    },
+    "SQUAREM": {
+      "Package": "SQUAREM",
+      "Version": "2021.1",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "R"
+      ],
+      "Hash": "0cf10dab0d023d5b46a5a14387556891"
+    },
+    "askpass": {
+      "Package": "askpass",
+      "Version": "1.2.0",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "sys"
+      ],
+      "Hash": "cad6cf7f1d5f6e906700b9d3e718c796"
+    },
+    "bit": {
+      "Package": "bit",
+      "Version": "4.0.5",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "R"
+      ],
+      "Hash": "d242abec29412ce988848d0294b208fd"
+    },
+    "bit64": {
+      "Package": "bit64",
+      "Version": "4.0.5",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "R",
+        "bit",
+        "methods",
+        "stats",
+        "utils"
+      ],
+      "Hash": "9fe98599ca456d6552421db0d6772d8f"
+    },
+    "bundle": {
+      "Package": "bundle",
+      "Version": "0.1.1",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "R",
+        "glue",
+        "purrr",
+        "rlang",
+        "utils",
+        "withr"
+      ],
+      "Hash": "ed93653b17cf6f20ebd97a87862f702e"
+    },
+    "butcher": {
+      "Package": "butcher",
+      "Version": "0.3.3",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "R",
+        "cli",
+        "lobstr",
+        "methods",
+        "purrr",
+        "rlang",
+        "tibble",
+        "utils",
+        "vctrs"
+      ],
+      "Hash": "0d2c66e9ab0e4f3adfbde1cbb2ed244c"
+    },
+    "cereal": {
+      "Package": "cereal",
+      "Version": "0.1.0",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "R",
+        "jsonlite",
+        "rlang",
+        "tibble",
+        "vctrs"
+      ],
+      "Hash": "a87b608b2e9d7a632538803391e127b3"
+    },
+    "class": {
+      "Package": "class",
+      "Version": "7.3-22",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "MASS",
+        "R",
+        "stats",
+        "utils"
+      ],
+      "Hash": "f91f6b29f38b8c280f2b9477787d4bb2"
+    },
+    "cli": {
+      "Package": "cli",
+      "Version": "3.6.2",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "R",
+        "utils"
+      ],
+      "Hash": "1216ac65ac55ec0058a6f75d7ca0fd52"
+    },
+    "clipr": {
+      "Package": "clipr",
+      "Version": "0.8.0",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "utils"
+      ],
+      "Hash": "3f038e5ac7f41d4ac41ce658c85e3042"
+    },
+    "clock": {
+      "Package": "clock",
+      "Version": "0.7.0",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "R",
+        "cli",
+        "cpp11",
+        "lifecycle",
+        "rlang",
+        "tzdb",
+        "vctrs"
+      ],
+      "Hash": "3d8a84cdf9f6f8564531c49b70f3833d"
+    },
+    "codetools": {
+      "Package": "codetools",
+      "Version": "0.2-19",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "R"
+      ],
+      "Hash": "c089a619a7fae175d149d89164f8c7d8"
+    },
+    "colorspace": {
+      "Package": "colorspace",
+      "Version": "2.1-0",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "R",
+        "grDevices",
+        "graphics",
+        "methods",
+        "stats"
+      ],
+      "Hash": "f20c47fd52fae58b4e377c37bb8c335b"
+    },
+    "cpp11": {
+      "Package": "cpp11",
+      "Version": "0.4.7",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "R"
+      ],
+      "Hash": "5a295d7d963cc5035284dcdbaf334f4e"
+    },
+    "crayon": {
+      "Package": "crayon",
+      "Version": "1.5.2",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "grDevices",
+        "methods",
+        "utils"
+      ],
+      "Hash": "e8a1e41acf02548751f45c718d55aa6a"
+    },
+    "curl": {
+      "Package": "curl",
+      "Version": "5.2.0",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "R"
+      ],
+      "Hash": "ce88d13c0b10fe88a37d9c59dba2d7f9"
+    },
+    "data.table": {
+      "Package": "data.table",
+      "Version": "1.14.10",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "R",
+        "methods"
+      ],
+      "Hash": "6ea17a32294d8ca00455825ab0cf71b9"
+    },
+    "diagram": {
+      "Package": "diagram",
+      "Version": "1.6.5",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "R",
+        "graphics",
+        "shape",
+        "stats"
+      ],
+      "Hash": "c7f527c59edc72c4bce63519b8d38752"
+    },
+    "digest": {
+      "Package": "digest",
+      "Version": "0.6.33",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "R",
+        "utils"
+      ],
+      "Hash": "b18a9cf3c003977b0cc49d5e76ebe48d"
+    },
+    "dplyr": {
+      "Package": "dplyr",
+      "Version": "1.1.4",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "R",
+        "R6",
+        "cli",
+        "generics",
+        "glue",
+        "lifecycle",
+        "magrittr",
+        "methods",
+        "pillar",
+        "rlang",
+        "tibble",
+        "tidyselect",
+        "utils",
+        "vctrs"
+      ],
+      "Hash": "fedd9d00c2944ff00a0e2696ccf048ec"
+    },
+    "ellipsis": {
+      "Package": "ellipsis",
+      "Version": "0.3.2",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "R",
+        "rlang"
+      ],
+      "Hash": "bb0eec2fe32e88d9e2836c2f73ea2077"
+    },
+    "fansi": {
+      "Package": "fansi",
+      "Version": "1.0.6",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "R",
+        "grDevices",
+        "utils"
+      ],
+      "Hash": "962174cf2aeb5b9eea581522286a911f"
+    },
+    "farver": {
+      "Package": "farver",
+      "Version": "2.1.1",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Hash": "8106d78941f34855c440ddb946b8f7a5"
+    },
+    "fastmap": {
+      "Package": "fastmap",
+      "Version": "1.1.1",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Hash": "f7736a18de97dea803bde0a2daaafb27"
+    },
+    "fs": {
+      "Package": "fs",
+      "Version": "1.6.3",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "R",
+        "methods"
+      ],
+      "Hash": "47b5f30c720c23999b913a1a635cf0bb"
+    },
+    "future": {
+      "Package": "future",
+      "Version": "1.33.1",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "digest",
+        "globals",
+        "listenv",
+        "parallel",
+        "parallelly",
+        "utils"
+      ],
+      "Hash": "e57e292737f7a4efa9d8a91c5908222c"
+    },
+    "future.apply": {
+      "Package": "future.apply",
+      "Version": "1.11.1",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "R",
+        "future",
+        "globals",
+        "parallel",
+        "utils"
+      ],
+      "Hash": "455e00c16ec193c8edcf1b2b522b3288"
+    },
+    "generics": {
+      "Package": "generics",
+      "Version": "0.1.3",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "R",
+        "methods"
+      ],
+      "Hash": "15e9634c0fcd294799e9b2e929ed1b86"
+    },
+    "ggplot2": {
+      "Package": "ggplot2",
+      "Version": "3.4.4",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "MASS",
+        "R",
+        "cli",
+        "glue",
+        "grDevices",
+        "grid",
+        "gtable",
+        "isoband",
+        "lifecycle",
+        "mgcv",
+        "rlang",
+        "scales",
+        "stats",
+        "tibble",
+        "vctrs",
+        "withr"
+      ],
+      "Hash": "313d31eff2274ecf4c1d3581db7241f9"
+    },
+    "globals": {
+      "Package": "globals",
+      "Version": "0.16.2",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "R",
+        "codetools"
+      ],
+      "Hash": "baa9585ab4ce47a9f4618e671778cc6f"
+    },
+    "glue": {
+      "Package": "glue",
+      "Version": "1.6.2",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "R",
+        "methods"
+      ],
+      "Hash": "4f2596dfb05dac67b9dc558e5c6fba2e"
+    },
+    "gower": {
+      "Package": "gower",
+      "Version": "1.0.1",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Hash": "7a0051eef852c301b5efe2f7913dd45f"
+    },
+    "gtable": {
+      "Package": "gtable",
+      "Version": "0.3.4",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "R",
+        "cli",
+        "glue",
+        "grid",
+        "lifecycle",
+        "rlang"
+      ],
+      "Hash": "b29cf3031f49b04ab9c852c912547eef"
+    },
+    "hardhat": {
+      "Package": "hardhat",
+      "Version": "1.3.0",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "R",
+        "cli",
+        "glue",
+        "rlang",
+        "tibble",
+        "vctrs"
+      ],
+      "Hash": "b56b42c50bb7c76a683e8e61f415d828"
+    },
+    "hms": {
+      "Package": "hms",
+      "Version": "1.1.3",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "lifecycle",
+        "methods",
+        "pkgconfig",
+        "rlang",
+        "vctrs"
+      ],
+      "Hash": "b59377caa7ed00fa41808342002138f9"
+    },
+    "httpuv": {
+      "Package": "httpuv",
+      "Version": "1.6.13",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "R",
+        "R6",
+        "Rcpp",
+        "later",
+        "promises",
+        "utils"
+      ],
+      "Hash": "d23d2879001f3d82ee9dc38a9ef53c4c"
+    },
+    "httr": {
+      "Package": "httr",
+      "Version": "1.4.7",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "R",
+        "R6",
+        "curl",
+        "jsonlite",
+        "mime",
+        "openssl"
+      ],
+      "Hash": "ac107251d9d9fd72f0ca8049988f1d7f"
+    },
+    "ipred": {
+      "Package": "ipred",
+      "Version": "0.9-14",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "MASS",
+        "R",
+        "class",
+        "nnet",
+        "prodlim",
+        "rpart",
+        "survival"
+      ],
+      "Hash": "b25a108cbf4834be7c1b1f46ff30f888"
+    },
+    "isoband": {
+      "Package": "isoband",
+      "Version": "0.2.7",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "grid",
+        "utils"
+      ],
+      "Hash": "0080607b4a1a7b28979aecef976d8bc2"
+    },
+    "jsonlite": {
+      "Package": "jsonlite",
+      "Version": "1.8.8",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "methods"
+      ],
+      "Hash": "e1b9c55281c5adc4dd113652d9e26768"
+    },
+    "labeling": {
+      "Package": "labeling",
+      "Version": "0.4.3",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "graphics",
+        "stats"
+      ],
+      "Hash": "b64ec208ac5bc1852b285f665d6368b3"
+    },
+    "later": {
+      "Package": "later",
+      "Version": "1.3.2",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "Rcpp",
+        "rlang"
+      ],
+      "Hash": "a3e051d405326b8b0012377434c62b37"
+    },
+    "lattice": {
+      "Package": "lattice",
+      "Version": "0.22-5",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "R",
+        "grDevices",
+        "graphics",
+        "grid",
+        "stats",
+        "utils"
+      ],
+      "Hash": "7c5e89f04e72d6611c77451f6331a091"
+    },
+    "lava": {
+      "Package": "lava",
+      "Version": "1.7.3",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "R",
+        "SQUAREM",
+        "future.apply",
+        "grDevices",
+        "graphics",
+        "methods",
+        "numDeriv",
+        "progressr",
+        "stats",
+        "survival",
+        "utils"
+      ],
+      "Hash": "975f46623ba2e2c059fc959e8bee92b8"
+    },
+    "lifecycle": {
+      "Package": "lifecycle",
+      "Version": "1.0.4",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "R",
+        "cli",
+        "glue",
+        "rlang"
+      ],
+      "Hash": "b8552d117e1b808b09a832f589b79035"
+    },
+    "listenv": {
+      "Package": "listenv",
+      "Version": "0.9.0",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "R"
+      ],
+      "Hash": "4fbd3679ec8ee169ba28d4b1ea7d0e8f"
+    },
+    "lobstr": {
+      "Package": "lobstr",
+      "Version": "1.1.2",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "R",
+        "cpp11",
+        "crayon",
+        "methods",
+        "prettyunits",
+        "rlang"
+      ],
+      "Hash": "f2a94f8fc9db382a642e965339635ad6"
+    },
+    "lubridate": {
+      "Package": "lubridate",
+      "Version": "1.9.3",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "R",
+        "generics",
+        "methods",
+        "timechange"
+      ],
+      "Hash": "680ad542fbcf801442c83a6ac5a2126c"
+    },
+    "magrittr": {
+      "Package": "magrittr",
+      "Version": "2.0.3",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "R"
+      ],
+      "Hash": "7ce2733a9826b3aeb1775d56fd305472"
+    },
+    "mgcv": {
+      "Package": "mgcv",
+      "Version": "1.9-1",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "Matrix",
+        "R",
+        "graphics",
+        "methods",
+        "nlme",
+        "splines",
+        "stats",
+        "utils"
+      ],
+      "Hash": "110ee9d83b496279960e162ac97764ce"
+    },
+    "mime": {
+      "Package": "mime",
+      "Version": "0.12",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "tools"
+      ],
+      "Hash": "18e9c28c1d3ca1560ce30658b22ce104"
+    },
+    "modelenv": {
+      "Package": "modelenv",
+      "Version": "0.1.1",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "glue",
+        "rlang",
+        "tibble",
+        "vctrs"
+      ],
+      "Hash": "fc2e59a68030885555c7be34ee7765a1"
+    },
+    "munsell": {
+      "Package": "munsell",
+      "Version": "0.5.0",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "colorspace",
+        "methods"
+      ],
+      "Hash": "6dfe8bf774944bd5595785e3229d8771"
+    },
+    "nlme": {
+      "Package": "nlme",
+      "Version": "3.1-163",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "R",
+        "graphics",
+        "lattice",
+        "stats",
+        "utils"
+      ],
+      "Hash": "8d1938040a05566f4f7a14af4feadd6b"
+    },
+    "nnet": {
+      "Package": "nnet",
+      "Version": "7.3-19",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "R",
+        "stats",
+        "utils"
+      ],
+      "Hash": "2c797b46eea7fb58ede195bc0b1f1138"
+    },
+    "numDeriv": {
+      "Package": "numDeriv",
+      "Version": "2016.8-1.1",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "R"
+      ],
+      "Hash": "df58958f293b166e4ab885ebcad90e02"
+    },
+    "openssl": {
+      "Package": "openssl",
+      "Version": "2.1.1",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "askpass"
+      ],
+      "Hash": "2a0dc8c6adfb6f032e4d4af82d258ab5"
+    },
+    "parallelly": {
+      "Package": "parallelly",
+      "Version": "1.36.0",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "parallel",
+        "tools",
+        "utils"
+      ],
+      "Hash": "bca377e1c87ec89ebed77bba00635b2e"
+    },
+    "parsnip": {
+      "Package": "parsnip",
+      "Version": "1.1.1",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "R",
+        "cli",
+        "dplyr",
+        "generics",
+        "ggplot2",
+        "globals",
+        "glue",
+        "hardhat",
+        "lifecycle",
+        "magrittr",
+        "pillar",
+        "prettyunits",
+        "purrr",
+        "rlang",
+        "stats",
+        "tibble",
+        "tidyr",
+        "utils",
+        "vctrs",
+        "withr"
+      ],
+      "Hash": "cbb49c720a5e4bf1fe36a870b07d1a0c"
+    },
+    "pillar": {
+      "Package": "pillar",
+      "Version": "1.9.0",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "cli",
+        "fansi",
+        "glue",
+        "lifecycle",
+        "rlang",
+        "utf8",
+        "utils",
+        "vctrs"
+      ],
+      "Hash": "15da5a8412f317beeee6175fbc76f4bb"
+    },
+    "pins": {
+      "Package": "pins",
+      "Version": "1.3.0",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "R",
+        "cli",
+        "digest",
+        "ellipsis",
+        "fs",
+        "generics",
+        "glue",
+        "httr",
+        "jsonlite",
+        "lifecycle",
+        "magrittr",
+        "purrr",
+        "rappdirs",
+        "rlang",
+        "tibble",
+        "whisker",
+        "withr",
+        "yaml"
+      ],
+      "Hash": "e240e373ac8805080423d0fb985d87b0"
+    },
+    "pkgconfig": {
+      "Package": "pkgconfig",
+      "Version": "2.0.3",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "utils"
+      ],
+      "Hash": "01f28d4278f15c76cddbea05899c5d6f"
+    },
+    "plumber": {
+      "Package": "plumber",
+      "Version": "1.2.1",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "R",
+        "R6",
+        "crayon",
+        "ellipsis",
+        "httpuv",
+        "jsonlite",
+        "lifecycle",
+        "magrittr",
+        "mime",
+        "promises",
+        "rlang",
+        "sodium",
+        "stringi",
+        "swagger",
+        "webutils"
+      ],
+      "Hash": "8b65a7a00ef8edc5ddc6fabf0aff1194"
+    },
+    "prettyunits": {
+      "Package": "prettyunits",
+      "Version": "1.2.0",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "R"
+      ],
+      "Hash": "6b01fc98b1e86c4f705ce9dcfd2f57c7"
+    },
+    "prodlim": {
+      "Package": "prodlim",
+      "Version": "2023.08.28",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "KernSmooth",
+        "R",
+        "Rcpp",
+        "data.table",
+        "diagram",
+        "grDevices",
+        "graphics",
+        "lava",
+        "stats",
+        "survival"
+      ],
+      "Hash": "c73e09a2039a0f75ac0a1e5454b39993"
+    },
+    "progress": {
+      "Package": "progress",
+      "Version": "1.2.3",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "R",
+        "R6",
+        "crayon",
+        "hms",
+        "prettyunits"
+      ],
+      "Hash": "f4625e061cb2865f111b47ff163a5ca6"
+    },
+    "progressr": {
+      "Package": "progressr",
+      "Version": "0.14.0",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "R",
+        "digest",
+        "utils"
+      ],
+      "Hash": "ac50c4ffa8f6a46580dd4d7813add3c4"
+    },
+    "promises": {
+      "Package": "promises",
+      "Version": "1.2.1",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "R6",
+        "Rcpp",
+        "fastmap",
+        "later",
+        "magrittr",
+        "rlang",
+        "stats"
+      ],
+      "Hash": "0d8a15c9d000970ada1ab21405387dee"
+    },
+    "purrr": {
+      "Package": "purrr",
+      "Version": "1.0.2",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "R",
+        "cli",
+        "lifecycle",
+        "magrittr",
+        "rlang",
+        "vctrs"
+      ],
+      "Hash": "1cba04a4e9414bdefc9dcaa99649a8dc"
+    },
+    "rapidoc": {
+      "Package": "rapidoc",
+      "Version": "9.3.4",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Hash": "bd71bc628219b96e96dd030f8c85691e"
+    },
+    "rappdirs": {
+      "Package": "rappdirs",
+      "Version": "0.3.3",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "R"
+      ],
+      "Hash": "5e3c5dc0b071b21fa128676560dbe94d"
+    },
+    "readr": {
+      "Package": "readr",
+      "Version": "2.1.4",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "R",
+        "R6",
+        "cli",
+        "clipr",
+        "cpp11",
+        "crayon",
+        "hms",
+        "lifecycle",
+        "methods",
+        "rlang",
+        "tibble",
+        "tzdb",
+        "utils",
+        "vroom"
+      ],
+      "Hash": "b5047343b3825f37ad9d3b5d89aa1078"
+    },
+    "recipes": {
+      "Package": "recipes",
+      "Version": "1.0.9",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "Matrix",
+        "R",
+        "cli",
+        "clock",
+        "dplyr",
+        "ellipsis",
+        "generics",
+        "glue",
+        "gower",
+        "hardhat",
+        "ipred",
+        "lifecycle",
+        "lubridate",
+        "magrittr",
+        "purrr",
+        "rlang",
+        "stats",
+        "tibble",
+        "tidyr",
+        "tidyselect",
+        "timeDate",
+        "utils",
+        "vctrs",
+        "withr"
+      ],
+      "Hash": "33f6ba4b469afea6ddd7b4e1729201af"
+    },
+    "rlang": {
+      "Package": "rlang",
+      "Version": "1.1.2",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "R",
+        "utils"
+      ],
+      "Hash": "50a6dbdc522936ca35afc5e2082ea91b"
+    },
+    "rpart": {
+      "Package": "rpart",
+      "Version": "4.1.23",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "R",
+        "grDevices",
+        "graphics",
+        "stats"
+      ],
+      "Hash": "b3d390424f41d04174cccf84d49676c2"
+    },
+    "scales": {
+      "Package": "scales",
+      "Version": "1.3.0",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "R",
+        "R6",
+        "RColorBrewer",
+        "cli",
+        "farver",
+        "glue",
+        "labeling",
+        "lifecycle",
+        "munsell",
+        "rlang",
+        "viridisLite"
+      ],
+      "Hash": "c19df082ba346b0ffa6f833e92de34d1"
+    },
+    "shape": {
+      "Package": "shape",
+      "Version": "1.4.6",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "R",
+        "grDevices",
+        "graphics",
+        "stats"
+      ],
+      "Hash": "9067f962730f58b14d8ae54ca885509f"
+    },
+    "sodium": {
+      "Package": "sodium",
+      "Version": "1.3.1",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Hash": "dd86d6fd2a01d4eb3777dfdee7076d56"
+    },
+    "stringi": {
+      "Package": "stringi",
+      "Version": "1.8.3",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "R",
+        "stats",
+        "tools",
+        "utils"
+      ],
+      "Hash": "058aebddea264f4c99401515182e656a"
+    },
+    "stringr": {
+      "Package": "stringr",
+      "Version": "1.5.1",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "R",
+        "cli",
+        "glue",
+        "lifecycle",
+        "magrittr",
+        "rlang",
+        "stringi",
+        "vctrs"
+      ],
+      "Hash": "960e2ae9e09656611e0b8214ad543207"
+    },
+    "survival": {
+      "Package": "survival",
+      "Version": "3.5-7",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "Matrix",
+        "R",
+        "graphics",
+        "methods",
+        "splines",
+        "stats",
+        "utils"
+      ],
+      "Hash": "b8e943d262c3da0b0febd3e04517c197"
+    },
+    "swagger": {
+      "Package": "swagger",
+      "Version": "3.33.1",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Hash": "f28d25ed70c903922254157c11b0081d"
+    },
+    "sys": {
+      "Package": "sys",
+      "Version": "3.4.2",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Hash": "3a1be13d68d47a8cd0bfd74739ca1555"
+    },
+    "themis": {
+      "Package": "themis",
+      "Version": "1.0.2",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "R",
+        "RANN",
+        "ROSE",
+        "dplyr",
+        "generics",
+        "glue",
+        "gower",
+        "hardhat",
+        "lifecycle",
+        "purrr",
+        "recipes",
+        "rlang",
+        "tibble",
+        "vctrs",
+        "withr"
+      ],
+      "Hash": "6e883e67bbc765e2dcdb9988f91f57ff"
+    },
+    "tibble": {
+      "Package": "tibble",
+      "Version": "3.2.1",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "R",
+        "fansi",
+        "lifecycle",
+        "magrittr",
+        "methods",
+        "pillar",
+        "pkgconfig",
+        "rlang",
+        "utils",
+        "vctrs"
+      ],
+      "Hash": "a84e2cc86d07289b3b6f5069df7a004c"
+    },
+    "tidyr": {
+      "Package": "tidyr",
+      "Version": "1.3.0",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "R",
+        "cli",
+        "cpp11",
+        "dplyr",
+        "glue",
+        "lifecycle",
+        "magrittr",
+        "purrr",
+        "rlang",
+        "stringr",
+        "tibble",
+        "tidyselect",
+        "utils",
+        "vctrs"
+      ],
+      "Hash": "e47debdc7ce599b070c8e78e8ac0cfcf"
+    },
+    "tidyselect": {
+      "Package": "tidyselect",
+      "Version": "1.2.0",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "R",
+        "cli",
+        "glue",
+        "lifecycle",
+        "rlang",
+        "vctrs",
+        "withr"
+      ],
+      "Hash": "79540e5fcd9e0435af547d885f184fd5"
+    },
+    "timeDate": {
+      "Package": "timeDate",
+      "Version": "4032.109",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "R",
+        "graphics",
+        "methods",
+        "stats",
+        "utils"
+      ],
+      "Hash": "fa276a2ec2555d74b4eabf56fba3d209"
+    },
+    "timechange": {
+      "Package": "timechange",
+      "Version": "0.2.0",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "R",
+        "cpp11"
+      ],
+      "Hash": "8548b44f79a35ba1791308b61e6012d7"
+    },
+    "tzdb": {
+      "Package": "tzdb",
+      "Version": "0.4.0",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "R",
+        "cpp11"
+      ],
+      "Hash": "f561504ec2897f4d46f0c7657e488ae1"
+    },
+    "utf8": {
+      "Package": "utf8",
+      "Version": "1.2.4",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "R"
+      ],
+      "Hash": "62b65c52671e6665f803ff02954446e9"
+    },
+    "vctrs": {
+      "Package": "vctrs",
+      "Version": "0.6.5",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "R",
+        "cli",
+        "glue",
+        "lifecycle",
+        "rlang"
+      ],
+      "Hash": "c03fa420630029418f7e6da3667aac4a"
+    },
+    "vetiver": {
+      "Package": "vetiver",
+      "Version": "0.2.5",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "R",
+        "bundle",
+        "butcher",
+        "cereal",
+        "cli",
+        "ellipsis",
+        "fs",
+        "generics",
+        "glue",
+        "hardhat",
+        "lifecycle",
+        "magrittr",
+        "pins",
+        "purrr",
+        "rapidoc",
+        "readr",
+        "rlang",
+        "tibble",
+        "vctrs",
+        "withr"
+      ],
+      "Hash": "b9a6f592769dc2b70a0a7bd1478741f2"
+    },
+    "viridisLite": {
+      "Package": "viridisLite",
+      "Version": "0.4.2",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "R"
+      ],
+      "Hash": "c826c7c4241b6fc89ff55aaea3fa7491"
+    },
+    "vroom": {
+      "Package": "vroom",
+      "Version": "1.6.5",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "R",
+        "bit64",
+        "cli",
+        "cpp11",
+        "crayon",
+        "glue",
+        "hms",
+        "lifecycle",
+        "methods",
+        "progress",
+        "rlang",
+        "stats",
+        "tibble",
+        "tidyselect",
+        "tzdb",
+        "vctrs",
+        "withr"
+      ],
+      "Hash": "390f9315bc0025be03012054103d227c"
+    },
+    "webutils": {
+      "Package": "webutils",
+      "Version": "1.2.0",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "curl",
+        "jsonlite"
+      ],
+      "Hash": "6a7f2a3084c7249d2f1466d6e4cc2e84"
+    },
+    "whisker": {
+      "Package": "whisker",
+      "Version": "0.4.1",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Hash": "c6abfa47a46d281a7d5159d0a8891e88"
+    },
+    "withr": {
+      "Package": "withr",
+      "Version": "2.5.2",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "R",
+        "grDevices",
+        "graphics",
+        "stats"
+      ],
+      "Hash": "4b25e70111b7d644322e9513f403a272"
+    },
+    "workflows": {
+      "Package": "workflows",
+      "Version": "1.1.3",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "R",
+        "cli",
+        "generics",
+        "glue",
+        "hardhat",
+        "lifecycle",
+        "modelenv",
+        "parsnip",
+        "rlang",
+        "tidyselect",
+        "vctrs"
+      ],
+      "Hash": "553cd1d3d88da41e40f70b04f657a164"
+    },
+    "yaml": {
+      "Package": "yaml",
+      "Version": "2.3.8",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Hash": "29240487a071f535f5e5d5a323b7afbd"
+    }
+  }
+}