{ "_id": "6a49c61e1f917fbb72a205fd", "Package": "tfio", "Type": "Package", "Title": "Interface to 'TensorFlow IO'", "Version": "0.4.1", "Authors@R": "c(\nperson(\"TensorFlow IO Contributors\", role = c(\"aut\", \"cph\"),\nemail = \"io@tensorflow.org\",\ncomment = \"Full list of contributors can be found at \"),\nperson(\"Yuan\", \"Tang\", role = c(\"aut\", \"cre\"),\nemail = \"terrytangyuan@gmail.com\",\ncomment = c(ORCID = \"0000-0001-5243-233X\")),\nperson(family = \"TensorFlow Authors\", role = c(\"cph\")),\nperson(\"Ant Financial\", role = c(\"cph\")),\nperson(\"RStudio\", role = c(\"cph\"))\n)", "Description": "Interface to 'TensorFlow IO', Datasets and filesystem\nextensions maintained by `TensorFlow SIG-IO`\n.", "License": "Apache License 2.0", "URL": "https://github.com/tensorflow/io", "BugReports": "https://github.com/tensorflow/io/issues", "SystemRequirements": "TensorFlow >= 1.13.0 (https://www.tensorflow.org/)\nand TensorFlow IO >= 0.4.0 (https://github.com/tensorflow/io)", "Encoding": "UTF-8", "RoxygenNote": "7.0.2", "VignetteBuilder": "knitr", "NeedsCompilation": "no", "Packaged": { "Date": "2026-06-17 10:09:41 UTC", "User": "root" }, "Author": "TensorFlow IO Contributors [aut, cph] (Full list of\ncontributors can be found at\n), Yuan\nTang [aut, cre] (),\nTensorFlow Authors [cph], Ant Financial [cph], RStudio [cph]", "Maintainer": "Yuan Tang ", "Config/pak/sysreqs": "libpng-dev python3", "Repository": "https://terrytangyuan.r-universe.dev", "Date/Publication": "2019-12-19 15:50:02 UTC", "RemoteUrl": "https://github.com/cran/tfio", "RemoteRef": "HEAD", "RemoteSha": "ba7163812bb5539e68e0d78fc5fc1e49b54cb368", "_user": "terrytangyuan", "_type": "src", "_file": "tfio_0.4.1.tar.gz", "_fileid": "https://r2.ropensci.org/33ce2c6742caa922f59731ee4dea64afe9d2b0fceaa3913927bd34f8102642dc", "_filesize": 1567810, "_sha256": "33ce2c6742caa922f59731ee4dea64afe9d2b0fceaa3913927bd34f8102642dc", "_expires": "2026-10-13T02:49:00.000Z", "_created": "2026-06-17T10:09:41.000Z", "_published": "2026-07-05T02:49:02.943Z", "_jobs": [ { "job": 85186977606, "time": 177, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "7692348433" }, { "job": 85186977638, "time": 155, "config": "linux-release-x86_64", "r": "4.6.0", "check": "OK", "artifact": "7692338517" }, { "job": 85186977699, "time": 176, "config": "macos-oldrel-arm64", "r": "4.5.3", "check": "OK", "artifact": "7692334011" }, { "job": 85186977684, "time": 145, "config": "macos-release-arm64", "r": "4.6.0", "check": "OK", "artifact": "7692325517" }, { "job": 85186977419, "time": 189, "config": "source", "r": "4.6.0", "check": "OK", "artifact": "7692278971" }, { "job": 85186977622, "time": 122, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "7692325868" }, { "job": 85186977588, "time": 105, "config": "windows-devel", "r": "4.7.0", "check": "OK", "artifact": "7692320136" }, { "job": 85186977598, "time": 92, "config": "windows-oldrel", "r": "4.5.3", "check": "OK", "artifact": "7692315569" }, { "job": 85186977596, "time": 100, "config": "windows-release", "r": "4.6.0", "check": "OK", "artifact": "7692319555" } ], "_host": "GitHub-Actions", "_buildurl": "https://github.com/r-universe/terrytangyuan/actions/runs/27681375467", "_status": "success", "_upstream": "https://github.com/cran/tfio", "_commit": { "id": "ba7163812bb5539e68e0d78fc5fc1e49b54cb368", "author": "Yuan Tang ", "committer": "cran-robot ", "message": "version 0.4.1\n", "time": 1576770602 }, "_maintainer": { "name": "Yuan Tang", "email": "terrytangyuan@gmail.com", "login": "terrytangyuan", "mastodon": "@terrytangyuan@fosstodon.org", "bluesky": "@terrytangyuan.xyz", "linkedin": "in/terrytangyuan", "orcid": "0000-0001-5243-233X", "twitter": "@TerryTangYuan", "description": "Senior Principal Engineer at Red Hat | Lead @argoproj @kubeflow @kserve @cncf | Maintainer @tensorflow XGBoost | Author | Speaker | Advisor", "uuid": 4269898 }, "_distro": "noble", "_registered": true, "_dependencies": [ { "package": "R", "version": ">= 3.1", "role": "Depends" }, { "package": "reticulate", "version": ">= 1.10", "role": "Imports" }, { "package": "tensorflow", "version": ">= 1.9", "role": "Imports" }, { "package": "tfdatasets", "version": ">= 1.9", "role": "Imports" }, { "package": "forge", "role": "Imports" }, { "package": "magrittr", "role": "Imports" }, { "package": "testthat", "role": "Suggests" }, { "package": "knitr", "role": "Suggests" } ], "_owner": "cran", "_selfowned": true, "_usedby": 0, "_updates": [], "_tags": [], "_stars": 1, "_contributors": [ { "user": "terrytangyuan", "count": 3, "uuid": 4269898 } ], "_userbio": { "uuid": 4269898, "type": "user", "name": "Yuan Tang", "followers": 3839, "description": "Senior Principal Engineer at Red Hat | Lead @argoproj @kubeflow @kserve @cncf | Maintainer @tensorflow XGBoost | Author | Speaker | Advisor" }, "_downloads": { "count": 284, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/tfio" }, "_devurl": "https://github.com/tensorflow/io", "_searchresults": 72, "_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/tfio.html", "manual.pdf" ], "_realowner": "terrytangyuan", "_cranurl": false, "_releases": [ { "version": "0.2.0", "date": "2019-02-05" }, { "version": "0.4.0", "date": "2019-03-04" }, { "version": "0.4.1", "date": "2019-12-19" } ], "_exports": [ "%>%", "arrow_feather_dataset", "arrow_stream_dataset", "dataset_batch", "dataset_cache", "dataset_concatenate", "dataset_filter", "dataset_flat_map", "dataset_interleave", "dataset_map", "dataset_map_and_batch", "dataset_padded_batch", "dataset_prefetch", "dataset_prefetch_to_device", "dataset_prepare", "dataset_repeat", "dataset_shard", "dataset_shuffle", "dataset_shuffle_and_repeat", "dataset_skip", "dataset_take", "from_schema", "ignite_dataset", "install_tensorflow", "iterator_get_next", "iterator_initializer", "iterator_make_initializer", "iterator_string_handle", "kafka_dataset", "kinesis_dataset", "lmdb_dataset", "make_iterator_from_string_handle", "make_iterator_from_structure", "make_iterator_initializable", "make_iterator_one_shot", "make_libsvm_dataset", "mnist_image_dataset", "mnist_label_dataset", "next_batch", "out_of_range_handler", "output_types", "parquet_dataset", "pubsub_dataset", "sequence_file_dataset", "tf", "tf_config", "tf_version", "tiff_dataset", "until_out_of_range", "video_dataset", "webp_dataset", "with_dataset" ], "_help": [ { "page": "arrow_feather_dataset", "title": "Creates a 'ArrowFeatherDataset'.", "topics": [ "arrow_feather_dataset" ] }, { "page": "arrow_stream_dataset", "title": "Creates a 'ArrowStreamDataset'.", "topics": [ "arrow_stream_dataset" ] }, { "page": "from_schema", "title": "Create an Arrow Dataset from the given Arrow schema.", "topics": [ "from_schema" ] }, { "page": "from_schema.arrow_feather_dataset", "title": "Create an Arrow Dataset for reading record batches from Arrow feather files, inferring output types and shapes from the given Arrow schema.", "topics": [ "from_schema.arrow_feather_dataset" ] }, { "page": "from_schema.arrow_stream_dataset", "title": "Create an Arrow Dataset from an input stream, inferring output types and shapes from the given Arrow schema.", "topics": [ "from_schema.arrow_stream_dataset" ] }, { "page": "ignite_dataset", "title": "Create a 'IgniteDataset'.", "topics": [ "ignite_dataset" ] }, { "page": "kafka_dataset", "title": "Creates a 'KafkaDataset'.", "topics": [ "kafka_dataset" ] }, { "page": "kinesis_dataset", "title": "Creates a 'KinesisDataset'.", "topics": [ "kinesis_dataset" ] }, { "page": "lmdb_dataset", "title": "Create a 'LMDBDataset'.", "topics": [ "lmdb_dataset" ] }, { "page": "make_libsvm_dataset", "title": "Create a Dataset from LibSVM files.", "topics": [ "make_libsvm_dataset" ] }, { "page": "mnist_image_dataset", "title": "Creates a 'MNISTImageDataset'.", "topics": [ "mnist_image_dataset" ] }, { "page": "mnist_label_dataset", "title": "Creates a 'MNISTLabelDataset'.", "topics": [ "mnist_label_dataset" ] }, { "page": "parquet_dataset", "title": "Create a 'ParquetDataset'.", "topics": [ "parquet_dataset" ] }, { "page": "pubsub_dataset", "title": "Creates a 'PubSubDataset'.", "topics": [ "pubsub_dataset" ] }, { "page": "sequence_file_dataset", "title": "Create a 'SequenceFileDataset'.", "topics": [ "sequence_file_dataset" ] }, { "page": "tfio", "title": "TensorFlow IO API for R", "topics": [ "tfio" ] }, { "page": "tiff_dataset", "title": "Create a 'TIFFDataset'.", "topics": [ "tiff_dataset" ] }, { "page": "video_dataset", "title": "Create a 'VideoDataset' that reads the video file.", "topics": [ "video_dataset" ] }, { "page": "webp_dataset", "title": "Create a 'WebPDataset'.", "topics": [ "webp_dataset" ] } ], "_readme": "https://github.com/cran/tfio/raw/HEAD/README.md", "_rundeps": [ "backports", "base64enc", "cli", "config", "forge", "generics", "glue", "here", "jsonlite", "lattice", "lifecycle", "magrittr", "Matrix", "png", "processx", "ps", "R6", "rappdirs", "Rcpp", "RcppTOML", "reticulate", "rlang", "rprojroot", "rstudioapi", "tensorflow", "tfautograph", "tfdatasets", "tfruns", "tidyselect", "vctrs", "whisker", "withr", "yaml" ], "_vignettes": [ { "source": "introduction.Rmd", "filename": "introduction.html", "title": "R interface to TensorFlow IO", "engine": "knitr::rmarkdown", "headings": [ "Overview" ], "created": "2019-02-05 21:50:03", "modified": "2019-12-19 15:50:02", "commits": 2 } ], "_score": 3.5563025007672873, "_indexed": true, "_nocasepkg": "tfio", "_universes": [ "terrytangyuan", "tensorflow" ], "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "0.4.1", "date": "2026-06-17T10:12:32.000Z", "distro": "noble", "commit": "ba7163812bb5539e68e0d78fc5fc1e49b54cb368", "fileid": "https://r2.ropensci.org/2277826864d3eb7398121f45688fa35be3bf55e04f744877ed226f73864c55f2", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/terrytangyuan/actions/runs/27681375467" }, { "r": "4.6.0", "os": "linux", "version": "0.4.1", "date": "2026-06-17T10:12:05.000Z", "distro": "noble", "commit": "ba7163812bb5539e68e0d78fc5fc1e49b54cb368", "fileid": "https://r2.ropensci.org/8316be0412a3a7a86302d5ec2a5db43dd16c1ec1c84ef02ff8bf502aa288e671", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/terrytangyuan/actions/runs/27681375467" }, { "r": "4.5.3", "os": "mac", "version": "0.4.1", "date": "2026-06-17T10:12:02.000Z", "commit": "ba7163812bb5539e68e0d78fc5fc1e49b54cb368", "fileid": "https://r2.ropensci.org/0a773f8eafe5c315bcc9a3c6335f3e8624433745e63d9feca4edb5769fff3b9f", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/terrytangyuan/actions/runs/27681375467" }, { "r": "4.6.0", "os": "mac", "version": "0.4.1", "date": "2026-06-17T10:11:39.000Z", "commit": "ba7163812bb5539e68e0d78fc5fc1e49b54cb368", "fileid": "https://r2.ropensci.org/95ec23c2c8bb71edae3b31953509fabfd567ec3ac04144fc35d7ef1670c16f5e", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/terrytangyuan/actions/runs/27681375467" }, { "r": "4.6.0", "os": "wasm", "version": "0.4.1", "date": "2026-06-17T10:12:00.000Z", "commit": "ba7163812bb5539e68e0d78fc5fc1e49b54cb368", "fileid": "https://r2.ropensci.org/8b3a56e64133dc5e678366ccbd3b09e3cd3e6b98b1d31a3c9d83d52467a4cd9d", "status": "success", "buildurl": "https://github.com/r-universe/terrytangyuan/actions/runs/27681375467" }, { "r": "4.7.0", "os": "win", "version": "0.4.1", "date": "2026-06-17T10:11:06.000Z", "commit": "ba7163812bb5539e68e0d78fc5fc1e49b54cb368", "fileid": "https://r2.ropensci.org/981262bdfc8139dcc5759bb953510a0e464fc99fe3111d34dc0f580203c1f177", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/terrytangyuan/actions/runs/27681375467" }, { "r": "4.5.3", "os": "win", "version": "0.4.1", "date": "2026-06-17T10:10:56.000Z", "commit": "ba7163812bb5539e68e0d78fc5fc1e49b54cb368", "fileid": "https://r2.ropensci.org/cc1acbe62d48fb5164b4843bee7adf7f588ca4c97478c007042a8d406ac7682f", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/terrytangyuan/actions/runs/27681375467" }, { "r": "4.6.0", "os": "win", "version": "0.4.1", "date": "2026-06-17T10:11:05.000Z", "commit": "ba7163812bb5539e68e0d78fc5fc1e49b54cb368", "fileid": "https://r2.ropensci.org/716fef66f52cd45af4eff30b16520d75f605dcbba86fa62677d1d7d32881b8d5", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/terrytangyuan/actions/runs/27681375467" } ] }