{
  "_id": "6abceec799f7aa8c6aa4dff0",
  "Package": "fastEmbedR",
  "Type": "Package",
  "Title": "Native UMAP and Interpolation-Based t-SNE Embeddings",
  "Version": "0.99.17",
  "Authors@R": "person(\ngiven = \"Stefano\",\nfamily = \"Cacciatore\",\nrole = c(\"aut\", \"cre\"),\nemail = \"tkcaccia@gmail.com\",\ncomment = c(ORCID = \"0000-0001-7052-7156\")\n)",
  "Copyright": "See inst/COPYRIGHTS and inst/NOTICE for source-level\nownership, adapted components, and optional linked\ndependencies.",
  "Description": "A native float32 UMAP implementation and a configurable\ninterpolation-based t-SNE implementation for embeddings from\ndata matrices or precomputed nearest-neighbor indices and\ndistances. One-call workflows use package-native CPU HNSW and\nApple Metal exact or IVF-Flat search. Optional CUDA support\nlinks directly to FAISS GPU and the RAPIDS cuVS C API while\nretaining nearest-neighbor results on the device.\nPreprocessing, graph or affinity construction, fixed-reference\ntransform, and layout optimization use native code with\nexplicit CPU, Metal, and CUDA backend reporting. UMAP exposes\nneighborhood, metric, graph mode, backend, seed, and\npreprocessing controls, while optimizer controls such as\nepochs, minimum distance, spread, learning rate, repulsion, and\nnegative sampling follow a recorded release policy rather than\na general-purpose sweep API. Optional graph utilities support\ndownstream Louvain, Leiden, and Walktrap community detection.",
  "License": "MIT + file LICENSE",
  "URL": "https://github.com/tkcaccia/fastEmbedR,\nhttps://tkcaccia.github.io/fastEmbedR/,\nhttps://github.com/tkcaccia/fastEmbedR-benchmark",
  "BugReports": "https://github.com/tkcaccia/fastEmbedR/issues",
  "biocViews": "Software, Infrastructure, Preprocessing, DimensionReduction,\nVisualization, Clustering, SingleCell, FlowCytometry,\nGeneExpression, GPU",
  "Encoding": "UTF-8",
  "SystemRequirements": "C++17; optional Metal backend: Apple Silicon with\nmacOS 14 or later and Xcode 15 or later; the required\nFoundation, Accelerate, Metal, Metal Performance Shaders, and\nMetal Performance Shaders Graph frameworks are supplied by the\nApple SDK; optional CUDA backend: CUDA Toolkit with cuFFT,\ncuBLAS, cuSOLVER, and CUB/Thrust (CCCL); FAISS GPU and RAPIDS\ncuVS for CUDA nearest-neighbor search; RAPIDS RAFT and RMM only\nwhen CUDA TSVD initialization is enabled.",
  "VignetteBuilder": "knitr",
  "Roxygen": "list(markdown = TRUE)",
  "Config/roxygen2/version": "8.1.0",
  "Config/testthat/edition": "3",
  "Config/pak/sysreqs": "nvidia-cuda-dev libfaiss-dev",
  "Repository": "https://biocstaging.r-universe.dev",
  "Date/Publication": "2026-08-30 12:59:37 UTC",
  "RemoteUrl": "https://github.com/BiocStaging/fastEmbedR",
  "RemoteRef": "HEAD",
  "RemoteSha": "918492c82ebe4804299b8713b5315b0fcd6f47d2",
  "NeedsCompilation": "yes",
  "Packaged": {
    "Date": "2026-09-30 11:01:36 UTC",
    "User": "root"
  },
  "Author": "Stefano Cacciatore [aut, cre] (ORCID:\n<https://orcid.org/0000-0001-7052-7156>)",
  "Maintainer": "Stefano Cacciatore <tkcaccia@gmail.com>",
  "_user": "biocstaging",
  "_type": "src",
  "_file": "fastEmbedR_0.99.17.tar.gz",
  "_fileid": "https://r2.ropensci.org/4e497a64dd384b8fc77df0fbfe14f88471b06c993e3def1165376e7f4c10c4e5",
  "_filesize": 850744,
  "_sha256": "4e497a64dd384b8fc77df0fbfe14f88471b06c993e3def1165376e7f4c10c4e5",
  "_expires": "2027-01-08T11:13:09.000Z",
  "_created": "2026-09-30T11:01:36.000Z",
  "_published": "2026-09-30T11:13:11.453Z",
  "_bioccheck": {
    "error": 0,
    "warning": 0,
    "note": 1
  },
  "_host": "GitHub-Actions",
  "_buildurl": "https://github.com/r-universe/biocstaging/actions/runs/36705237092",
  "_status": "success",
  "_upstream": "https://github.com/BiocStaging/fastEmbedR",
  "_commit": {
    "id": "918492c82ebe4804299b8713b5315b0fcd6f47d2",
    "author": "tkcaccia <tkcaccia@gmail.com>",
    "committer": "tkcaccia <tkcaccia@gmail.com>",
    "message": "Audit package documentation and Bioconductor checks\n",
    "time": 1788094777
  },
  "_maintainer": {
    "name": "Stefano Cacciatore",
    "email": "tkcaccia@gmail.com",
    "login": "tkcaccia",
    "description": "",
    "uuid": 15799157,
    "orcid": "0000-0001-7052-7156"
  },
  "_distro": "resolute",
  "_jobs": [
    {
      "job": 109856651631,
      "time": 312,
      "config": "bioc-checks",
      "r": "4.6.1",
      "check": "NOTE",
      "artifact": "11091584813"
    },
    {
      "job": 109856651657,
      "time": 388,
      "config": "linux-devel-arm64",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "11091894370"
    },
    {
      "job": 109856651721,
      "time": 282,
      "config": "linux-devel-x86_64",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "11092143601"
    },
    {
      "job": 109856651826,
      "time": 413,
      "config": "linux-release-arm64",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "11092660927"
    },
    {
      "job": 109856651772,
      "time": 294,
      "config": "linux-release-x86_64",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "11091802822"
    },
    {
      "job": 109856651641,
      "time": 189,
      "config": "macos-oldrel-arm64",
      "r": "4.5.3",
      "check": "OK",
      "artifact": "11091544821"
    },
    {
      "job": 109856651710,
      "time": 396,
      "config": "macos-oldrel-x86_64",
      "r": "4.5.3",
      "check": "OK",
      "artifact": "11092233738"
    },
    {
      "job": 109856651670,
      "time": 235,
      "config": "macos-release-arm64",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "11092466453"
    },
    {
      "job": 109856651849,
      "time": 591,
      "config": "macos-release-x86_64",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "11092985138"
    },
    {
      "job": 109853925389,
      "time": 497,
      "config": "source",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "11092037867"
    },
    {
      "job": 109856651704,
      "time": 198,
      "config": "wasm-release",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "11092372687"
    },
    {
      "job": 109856651809,
      "time": 378,
      "config": "windows-devel-arm64",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "11092263603"
    },
    {
      "job": 109856651663,
      "time": 251,
      "config": "windows-devel-x86_64",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "11092560779"
    },
    {
      "job": 109856651647,
      "time": 212,
      "config": "windows-oldrel-x86_64",
      "r": "4.5.3",
      "check": "OK",
      "artifact": "11091738735"
    },
    {
      "job": 109856651731,
      "time": 285,
      "config": "windows-release-arm64",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "11092117259"
    },
    {
      "job": 109856651814,
      "time": 218,
      "config": "windows-release-x86_64",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "11092670387"
    }
  ],
  "_registered": true,
  "_dependencies": [
    {
      "package": "Rcpp",
      "role": "LinkingTo"
    },
    {
      "package": "Biobase",
      "role": "Imports"
    },
    {
      "package": "methods",
      "role": "Imports"
    },
    {
      "package": "Rcpp",
      "role": "Imports"
    },
    {
      "package": "withr",
      "role": "Imports"
    },
    {
      "package": "float",
      "role": "Suggests"
    },
    {
      "package": "igraph",
      "role": "Suggests"
    },
    {
      "package": "jsonlite",
      "role": "Suggests"
    },
    {
      "package": "knitr",
      "role": "Suggests"
    },
    {
      "package": "RhpcBLASctl",
      "role": "Suggests"
    },
    {
      "package": "rmarkdown",
      "role": "Suggests"
    },
    {
      "package": "testthat",
      "role": "Suggests"
    }
  ],
  "_owner": "biocstaging",
  "_selfowned": true,
  "_usedby": 0,
  "_updates": [
    {
      "week": "2026-24",
      "n": 35
    },
    {
      "week": "2026-25",
      "n": 32
    },
    {
      "week": "2026-26",
      "n": 7
    },
    {
      "week": "2026-27",
      "n": 1
    },
    {
      "week": "2026-28",
      "n": 4
    },
    {
      "week": "2026-29",
      "n": 14
    },
    {
      "week": "2026-30",
      "n": 10
    },
    {
      "week": "2026-31",
      "n": 3
    },
    {
      "week": "2026-32",
      "n": 1
    },
    {
      "week": "2026-33",
      "n": 10
    },
    {
      "week": "2026-34",
      "n": 6
    },
    {
      "week": "2026-35",
      "n": 10
    }
  ],
  "_tags": [],
  "_topics": [
    "software",
    "infrastructure",
    "preprocessing",
    "dimensionreduction",
    "visualization",
    "clustering",
    "singlecell",
    "flowcytometry",
    "geneexpression",
    "gpu",
    "cpp"
  ],
  "_stars": 0,
  "_contributors": [
    {
      "user": "tkcaccia",
      "count": 134,
      "uuid": 15799157
    }
  ],
  "_userbio": {
    "uuid": 278472782,
    "type": "organization",
    "name": "BiocStaging",
    "followers": 2
  },
  "_downloads": {
    "count": 0,
    "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/fastEmbedR"
  },
  "_devurl": "https://github.com/tkcaccia/fastembedr",
  "_pkgdown": "https://tkcaccia.github.io/fastEmbedR/",
  "_searchresults": 0,
  "_rbuild": "4.6.1",
  "_assets": [
    "extra/citation.cff",
    "extra/citation.html",
    "extra/citation.json",
    "extra/citation.txt",
    "extra/contents.json",
    "extra/fastEmbedR.html",
    "extra/manual.pdf",
    "extra/NEWS.html",
    "extra/NEWS.txt",
    "extra/readme.html",
    "extra/readme.md",
    "LICENSE"
  ],
  "_cranurl": false,
  "_exports": [
    "embed_knn",
    "evaluate_embedding",
    "fastEmbedR_api",
    "fastEmbedR_backend",
    "fastEmbedR_capabilities",
    "fit_landmark_model",
    "graph_cluster",
    "knn_graph",
    "landmark_tsne",
    "landmark_umap",
    "pca",
    "precompute_knn",
    "precompute_query_knn",
    "prepare_tsne_knn",
    "prepare_umap_knn",
    "project_landmark_model",
    "select_landmarks",
    "transform_tsne",
    "tsne",
    "tsne_knn",
    "tsne_pca_init",
    "umap",
    "umap_init",
    "umap_knn"
  ],
  "_help": [
    {
      "page": "embed_knn",
      "title": "Embed from precomputed KNN",
      "topics": [
        "embed_knn"
      ]
    },
    {
      "page": "evaluate_embedding",
      "title": "Evaluate an embedding against high-dimensional structure",
      "topics": [
        "evaluate_embedding"
      ]
    },
    {
      "page": "fastEmbedR_api",
      "title": "Inspect the supported public API",
      "topics": [
        "fastEmbedR_api"
      ]
    },
    {
      "page": "fastEmbedR_backend",
      "title": "Configure the default fastEmbedR execution backend",
      "topics": [
        "fastEmbedR_backend"
      ]
    },
    {
      "page": "fastEmbedR_capabilities",
      "title": "Report compiled fastEmbedR backend capabilities",
      "topics": [
        "fastEmbedR_capabilities"
      ]
    },
    {
      "page": "fastEmbedR_embedding_methods",
      "title": "Print or plot an embedding result",
      "topics": [
        "fastEmbedR_embedding_methods",
        "plot.fastEmbedR_embedding",
        "print.fastEmbedR_embedding"
      ]
    },
    {
      "page": "fastEmbedR_graph_methods",
      "title": "Print graph and graph-clustering results",
      "topics": [
        "fastEmbedR_graph_methods",
        "print.fastEmbedR_graph",
        "print.fastEmbedR_graph_cluster"
      ]
    },
    {
      "page": "fit_landmark_model",
      "title": "Fit an embedding model on selected landmarks",
      "topics": [
        "fit_landmark_model"
      ]
    },
    {
      "page": "graph_cluster",
      "title": "Native graph community detection",
      "topics": [
        "graph_cluster"
      ]
    },
    {
      "page": "knn_graph",
      "title": "Build a compact nearest-neighbor graph",
      "topics": [
        "knn_graph"
      ]
    },
    {
      "page": "landmark_tsne",
      "title": "Landmark t-SNE with fixed-reference transform",
      "topics": [
        "landmark_tsne"
      ]
    },
    {
      "page": "landmark_umap",
      "title": "Run landmark UMAP from a data matrix",
      "topics": [
        "landmark_umap"
      ]
    },
    {
      "page": "pca",
      "title": "Backend-native truncated PCA",
      "topics": [
        "pca"
      ]
    },
    {
      "page": "precompute_knn",
      "title": "Precompute native nearest neighbors",
      "topics": [
        "precompute_knn"
      ]
    },
    {
      "page": "precompute_query_knn",
      "title": "Precompute query-to-reference nearest neighbors",
      "topics": [
        "precompute_query_knn"
      ]
    },
    {
      "page": "prepare_tsne_knn",
      "title": "Precompute reusable t-SNE KNN state",
      "topics": [
        "prepare_tsne_knn"
      ]
    },
    {
      "page": "prepare_umap_knn",
      "title": "Precompute reusable UMAP graph state from KNN",
      "topics": [
        "prepare_umap_knn"
      ]
    },
    {
      "page": "print.fastEmbedR_knn",
      "title": "Print a precomputed nearest-neighbor object",
      "topics": [
        "print.fastEmbedR_knn"
      ]
    },
    {
      "page": "print.fastEmbedR_umap_initialization",
      "title": "Print a reusable UMAP initialization",
      "topics": [
        "print.fastEmbedR_umap_initialization"
      ]
    },
    {
      "page": "project_landmark_model",
      "title": "Project observations into a fitted landmark embedding",
      "topics": [
        "project_landmark_model"
      ]
    },
    {
      "page": "select_landmarks",
      "title": "Select representative landmark observations",
      "topics": [
        "select_landmarks"
      ]
    },
    {
      "page": "transform_tsne",
      "title": "Transform query points into an existing t-SNE embedding",
      "topics": [
        "transform_tsne"
      ]
    },
    {
      "page": "tsne",
      "title": "Run native interpolation-based t-SNE from a data matrix",
      "topics": [
        "tsne"
      ]
    },
    {
      "page": "tsne_knn",
      "title": "Run native interpolation-based t-SNE from precomputed KNN",
      "topics": [
        "tsne_knn"
      ]
    },
    {
      "page": "tsne_pca_init",
      "title": "Compute or reuse a PCA initialization for t-SNE",
      "topics": [
        "tsne_pca_init"
      ]
    },
    {
      "page": "umap",
      "title": "Run opinionated fixed-policy UMAP from data or precomputed KNN",
      "topics": [
        "umap"
      ]
    },
    {
      "page": "umap_init",
      "title": "Precompute a reusable UMAP initialization",
      "topics": [
        "umap_init"
      ]
    },
    {
      "page": "umap_knn",
      "title": "Run UMAP from precomputed nearest neighbors",
      "topics": [
        "umap_knn"
      ]
    }
  ],
  "_readme": "https://github.com/BiocStaging/fastEmbedR/raw/HEAD/README.md",
  "_rundeps": [
    "Biobase",
    "BiocGenerics",
    "generics",
    "Rcpp",
    "withr"
  ],
  "_sysdeps": [
    {
      "shlib": "libstdc++",
      "package": "libstdc++6",
      "source": "gcc",
      "version": "16-20260322-1ubuntu1",
      "name": "c++",
      "homepage": "http://gcc.gnu.org/",
      "description": "GNU Standard C++ Library v3"
    }
  ],
  "_vignettes": [
    {
      "source": "getting-started.Rmd",
      "filename": "getting-started.html",
      "title": "fastEmbedR: native UMAP and t-SNE workflows",
      "author": "Stefano Cacciatore",
      "engine": "knitr::rmarkdown",
      "headings": [
        "Overview",
        "Select the backend and CPU core count",
        "A first analysis",
        "A bundled Bioconductor expression dataset",
        "Parameter philosophy and intended scope",
        "Choosing between UMAP and t-SNE",
        "Optional downstream graph clustering",
        "PCA and reproducible t-SNE initialization",
        "Reusing a nearest-neighbor graph",
        "Independent UMAP initialization",
        "UMAP graph modes",
        "Float32 and memory-conscious analysis",
        "Embedding new observations",
        "Landmarking",
        "Measuring embedding quality",
        "CPU, Metal, and CUDA",
        "Package boundary",
        "UMAP implementation",
        "Interpolation-based t-SNE implementation",
        "Graph clustering and landmarking",
        "Backend reporting and software acknowledgements",
        "A practical analysis checklist",
        "References"
      ],
      "created": "2026-06-11 06:01:40",
      "modified": "2026-08-30 12:59:37",
      "commits": 31
    }
  ],
  "_score": 3.778151250383644,
  "_indexed": true,
  "_nocasepkg": "fastembedr",
  "_universes": [
    "biocstaging",
    "tkcaccia"
  ],
  "_binaries": [
    {
      "r": "4.7.0",
      "os": "linux",
      "version": "0.99.17",
      "date": "2026-09-30T11:07:48.000Z",
      "distro": "resolute",
      "arch": "aarch64",
      "commit": "918492c82ebe4804299b8713b5315b0fcd6f47d2",
      "fileid": "https://r2.ropensci.org/47c4220bf680d81f12b087ca773a67a8c79bd828e9c1bc6c55cb9bdfe3498d21",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/biocstaging/actions/runs/36705237092"
    },
    {
      "r": "4.7.0",
      "os": "linux",
      "version": "0.99.17",
      "date": "2026-09-30T11:06:11.000Z",
      "distro": "resolute",
      "arch": "x86_64",
      "commit": "918492c82ebe4804299b8713b5315b0fcd6f47d2",
      "fileid": "https://r2.ropensci.org/e71bf338d0ee62c0a6a34b48a7f01f6a0861e2434213e93fdfc2ed00d8f94beb",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/biocstaging/actions/runs/36705237092"
    },
    {
      "r": "4.6.1",
      "os": "linux",
      "version": "0.99.17",
      "date": "2026-09-30T11:08:12.000Z",
      "distro": "resolute",
      "arch": "aarch64",
      "commit": "918492c82ebe4804299b8713b5315b0fcd6f47d2",
      "fileid": "https://r2.ropensci.org/0efbadaa8455e113d43f21d9eaa038a11d1f4631f583510acfdc82dce8734085",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/biocstaging/actions/runs/36705237092"
    },
    {
      "r": "4.6.1",
      "os": "linux",
      "version": "0.99.17",
      "date": "2026-09-30T11:05:59.000Z",
      "distro": "resolute",
      "arch": "x86_64",
      "commit": "918492c82ebe4804299b8713b5315b0fcd6f47d2",
      "fileid": "https://r2.ropensci.org/0fdc32e36d394456dbc1dea516cecdfc2c8492cdd05913fb328fb6f956270aa5",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/biocstaging/actions/runs/36705237092"
    },
    {
      "r": "4.5.3",
      "os": "mac",
      "version": "0.99.17",
      "date": "2026-09-30T11:04:09.000Z",
      "arch": "aarch64",
      "commit": "918492c82ebe4804299b8713b5315b0fcd6f47d2",
      "fileid": "https://r2.ropensci.org/cb133928aec41e22d331ae25c00d490754c692b5e00c3ba21a2c6409dc4d2da4",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/biocstaging/actions/runs/36705237092"
    },
    {
      "r": "4.5.3",
      "os": "mac",
      "version": "0.99.17",
      "date": "2026-09-30T11:05:34.000Z",
      "arch": "x86_64",
      "commit": "918492c82ebe4804299b8713b5315b0fcd6f47d2",
      "fileid": "https://r2.ropensci.org/5696aedb417fa17a533bd2cae74e38276b3bc275acd1a5c4506f08aad9e64e3a",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/biocstaging/actions/runs/36705237092"
    },
    {
      "r": "4.6.1",
      "os": "mac",
      "version": "0.99.17",
      "date": "2026-09-30T11:04:25.000Z",
      "arch": "aarch64",
      "commit": "918492c82ebe4804299b8713b5315b0fcd6f47d2",
      "fileid": "https://r2.ropensci.org/fd00eea8a7c88dcfec82854c5cdabec6b898d2a6f9e064a9a23486907dd2520f",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/biocstaging/actions/runs/36705237092"
    },
    {
      "r": "4.6.1",
      "os": "mac",
      "version": "0.99.17",
      "date": "2026-09-30T11:07:02.000Z",
      "arch": "x86_64",
      "commit": "918492c82ebe4804299b8713b5315b0fcd6f47d2",
      "fileid": "https://r2.ropensci.org/1b825dc26b502b9af2715b6748f2ff66f79789213bee3a3b7bdf14541de816a9",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/biocstaging/actions/runs/36705237092"
    },
    {
      "r": "4.6.0",
      "os": "wasm",
      "version": "0.99.17",
      "date": "2026-09-30T11:05:23.000Z",
      "arch": "emscripten",
      "commit": "918492c82ebe4804299b8713b5315b0fcd6f47d2",
      "fileid": "https://r2.ropensci.org/c586eb430f7d6146c95be355f85e010a5cb9b85b81fff19567a697504416f6d7",
      "status": "success",
      "buildurl": "https://github.com/r-universe/biocstaging/actions/runs/36705237092"
    },
    {
      "r": "4.7.0",
      "os": "win",
      "version": "0.99.17",
      "date": "2026-09-30T11:06:46.000Z",
      "arch": "aarch64",
      "commit": "918492c82ebe4804299b8713b5315b0fcd6f47d2",
      "fileid": "https://r2.ropensci.org/acc39d1ed916524ec32f42c6b5ef6db33d582b16c46defc68a19832b47097ccb",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/biocstaging/actions/runs/36705237092"
    },
    {
      "r": "4.7.0",
      "os": "win",
      "version": "0.99.17",
      "date": "2026-09-30T11:03:37.000Z",
      "arch": "x86_64",
      "commit": "918492c82ebe4804299b8713b5315b0fcd6f47d2",
      "fileid": "https://r2.ropensci.org/cf9711ff81aea42197a6beee053a24565b3c89b87c0e01076dc1a1ed0a35665e",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/biocstaging/actions/runs/36705237092"
    },
    {
      "r": "4.5.3",
      "os": "win",
      "version": "0.99.17",
      "date": "2026-09-30T11:03:40.000Z",
      "arch": "x86_64",
      "commit": "918492c82ebe4804299b8713b5315b0fcd6f47d2",
      "fileid": "https://r2.ropensci.org/40c20df487e4764c35b2a0fea47894d3b90126c91262b0dd74f3f96fe16a4aae",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/biocstaging/actions/runs/36705237092"
    },
    {
      "r": "4.6.1",
      "os": "win",
      "version": "0.99.17",
      "date": "2026-09-30T11:05:26.000Z",
      "arch": "aarch64",
      "commit": "918492c82ebe4804299b8713b5315b0fcd6f47d2",
      "fileid": "https://r2.ropensci.org/9a2f6b0a299539ff78664ce234c3591f39e116a436475314b4d4badaa7f9f0eb",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/biocstaging/actions/runs/36705237092"
    },
    {
      "r": "4.6.1",
      "os": "win",
      "version": "0.99.17",
      "date": "2026-09-30T11:03:44.000Z",
      "arch": "x86_64",
      "commit": "918492c82ebe4804299b8713b5315b0fcd6f47d2",
      "fileid": "https://r2.ropensci.org/632f229d80564c383f53933337c30d10a3902b3d3e5aa3cb2e6c8ec7fbee760d",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/biocstaging/actions/runs/36705237092"
    }
  ]
}