{
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  "Package": "mizu",
  "Title": "Thread-Speed Async and Parallel R over Shared Memory",
  "Version": "0.1.1.9000",
  "Authors@R": "c(\nperson(\"Charlie\", \"Gao\", , \"charlie.gao@posit.co\", role = c(\"aut\", \"cre\"),\ncomment = c(ORCID = \"0000-0002-0750-061X\")),\nperson(\"Posit Software, PBC\", role = c(\"cph\", \"fnd\"),\ncomment = c(ROR = \"03wc8by49\")),\nperson(\"Pierre\", \"L'Ecuyer\", role = \"cph\",\ncomment = \"RngStreams library\")\n)",
  "Description": "Parallel computation and data exchange between R processes\non the same machine: lock-free channels, work-stealing task\npools, and a parallel map over 'POSIX' shared memory (Linux,\nmacOS) or 'Win32' file mappings (Windows), with the hot path\nentirely in user space. Communication is cheap enough that work\ncan be divided as finely as with threads. Vectors and data\nframes transfer zero-copy, received as 'ALTREP' views over the\nshared pages, and 'Apache Arrow' tables and record batches\ntravel as a single frame with zero-copy conversion in both\ndirections. Receives and task results integrate with 'later'\nand 'promises' for non-blocking, event-driven applications such\nas 'shiny'. Channels, pools, and maps interoperate with\n'pymizu', so a peer or worker can equally be a Python process.\nIt complements 'mirai', and its payloads interoperate with\n'mori' shared objects.",
  "License": "MIT + file LICENSE",
  "URL": "https://shikokuchuo.net/mizu/, https://github.com/shikokuchuo/mizu",
  "BugReports": "https://github.com/shikokuchuo/mizu/issues",
  "VignetteBuilder": "quarto",
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  "Repository": "https://shikokuchuo.r-universe.dev",
  "Date/Publication": "2026-11-13 00:12:23 UTC",
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  "Author": "Charlie Gao [aut, cre] (ORCID: <https://orcid.org/0000-0002-0750-061X>),\nPosit Software, PBC [cph, fnd] (ROR: <https://ror.org/03wc8by49>),\nPierre L'Ecuyer [cph] (RngStreams library)",
  "Maintainer": "Charlie Gao <charlie.gao@posit.co>",
  "_user": "shikokuchuo",
  "_type": "src",
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  "_expires": "2027-02-21T01:29:01.000Z",
  "_created": "2026-11-13T01:18:22.000Z",
  "_published": "2026-11-13T01:29:03.362Z",
  "_upstream": "https://github.com/shikokuchuo/mizu",
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  },
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  "_rbuild": "4.6.2",
  "_assets": [
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    "extra/citation.html",
    "extra/citation.json",
    "extra/citation.txt",
    "extra/contents.json",
    "extra/manual.pdf",
    "extra/mizu.html",
    "extra/NEWS.html",
    "extra/NEWS.txt",
    "extra/readme.html",
    "extra/readme.md",
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  "_homeurl": "https://github.com/shikokuchuo/mizu",
  "_realowner": "shikokuchuo",
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      "date": "2026-11-04"
    },
    {
      "version": "0.1.1",
      "date": "2026-11-08"
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  ],
  "_exports": [
    "mizu_alive",
    "mizu_as_arrow",
    "mizu_call",
    "mizu_cancel",
    "mizu_channel",
    "mizu_channel_info",
    "mizu_close",
    "mizu_collect",
    "mizu_collect_all",
    "mizu_collect_all_async",
    "mizu_collect_any",
    "mizu_collect_any_async",
    "mizu_collect_async",
    "mizu_current_pool",
    "mizu_default_pool",
    "mizu_is_remote_error",
    "mizu_is_sentinel",
    "mizu_launcher",
    "mizu_local_pool",
    "mizu_map",
    "mizu_map_prepare",
    "mizu_map_run",
    "mizu_pool",
    "mizu_pool_attach",
    "mizu_pool_dump",
    "mizu_pool_info",
    "mizu_pool_stats",
    "mizu_pool_stop",
    "mizu_pool_trace",
    "mizu_prune",
    "mizu_py_launcher",
    "mizu_recv",
    "mizu_recv_async",
    "mizu_recv_batch",
    "mizu_recv_batch_async",
    "mizu_recv_handler",
    "mizu_retire_worker",
    "mizu_send",
    "mizu_send_batch",
    "mizu_set_default_pool",
    "mizu_spawn_workers",
    "mizu_submit",
    "mizu_submit_batch",
    "mizu_submit_call",
    "mizu_with_pool"
  ],
  "_help": [
    {
      "page": "mizu_alive",
      "title": "Check Whether the Channel Peer Is Alive",
      "topics": [
        "mizu_alive"
      ]
    },
    {
      "page": "mizu_as_arrow",
      "title": "Convert a Received Frame to an Arrow Stream",
      "topics": [
        "mizu_as_arrow"
      ]
    },
    {
      "page": "mizu_call",
      "title": "Call a Function in Another Language",
      "topics": [
        "mizu_call",
        "mizu_submit_call"
      ]
    },
    {
      "page": "mizu_cancel",
      "title": "Cancel a Task or a Map",
      "topics": [
        "mizu_cancel"
      ]
    },
    {
      "page": "mizu_channel",
      "title": "Create a Channel and Spawn Its Peer",
      "topics": [
        "mizu_channel"
      ]
    },
    {
      "page": "mizu_channel_info",
      "title": "Inspect a Channel",
      "topics": [
        "mizu_channel_info"
      ]
    },
    {
      "page": "mizu_close",
      "title": "Close a Channel",
      "topics": [
        "mizu_close"
      ]
    },
    {
      "page": "mizu_collect_all",
      "title": "Collect the Results of Several Tasks, in Order",
      "topics": [
        "mizu_collect_all"
      ]
    },
    {
      "page": "mizu_collect_all_async",
      "title": "Collect Pool Results as Promises",
      "topics": [
        "as.promise.mizu_map",
        "as.promise.mizu_task",
        "is.promising.mizu_map",
        "is.promising.mizu_task",
        "mizu_collect_all_async",
        "mizu_collect_any_async",
        "mizu_collect_async"
      ]
    },
    {
      "page": "mizu_collect_any",
      "title": "Collect the First Available Result From Several Tasks",
      "topics": [
        "mizu_collect_any"
      ]
    },
    {
      "page": "mizu_current_pool",
      "title": "The Evaluating Worker's Own Pool Handle",
      "topics": [
        "mizu_current_pool"
      ]
    },
    {
      "page": "mizu_default_pool",
      "title": "The Process-Wide Default Pool",
      "topics": [
        "mizu_default_pool",
        "mizu_local_pool",
        "mizu_set_default_pool",
        "mizu_with_pool"
      ]
    },
    {
      "page": "mizu_error",
      "title": "Error Conditions",
      "topics": [
        "mizu_error",
        "mizu_error_cancelled",
        "mizu_error_not_portable",
        "mizu_error_python_payload",
        "mizu_error_remote",
        "mizu_error_shm",
        "mizu_error_slots_exhausted",
        "mizu_error_startup",
        "mizu_error_stopped",
        "mizu_error_submit_timeout",
        "mizu_error_task_lost",
        "mizu_error_worker_died"
      ]
    },
    {
      "page": "mizu_is_remote_error",
      "title": "Remote Errors",
      "topics": [
        "mizu_is_remote_error"
      ]
    },
    {
      "page": "mizu_is_sentinel",
      "title": "Test for a mizu Sentinel",
      "topics": [
        "mizu_is_sentinel"
      ]
    },
    {
      "page": "mizu_launcher",
      "title": "Default Child Process Launcher",
      "topics": [
        "mizu_launcher"
      ]
    },
    {
      "page": "mizu_map",
      "title": "Parallel Map Over a Pool",
      "topics": [
        "mizu_map"
      ]
    },
    {
      "page": "mizu_map_prepare",
      "title": "Prepared Maps: Stage Once, Run Many",
      "topics": [
        "mizu_map_prepare",
        "mizu_map_run"
      ]
    },
    {
      "page": "mizu_pool",
      "title": "Create a Task Pool and Spawn Its Workers",
      "topics": [
        "mizu_pool"
      ]
    },
    {
      "page": "mizu_pool_attach",
      "title": "Attach to a Pool as a Submitter",
      "topics": [
        "mizu_pool_attach"
      ]
    },
    {
      "page": "mizu_pool_dump",
      "title": "Dump the Distributed State of a Pool",
      "topics": [
        "mizu_pool_dump"
      ]
    },
    {
      "page": "mizu_pool_info",
      "title": "Inspect a Pool",
      "topics": [
        "mizu_pool_info"
      ]
    },
    {
      "page": "mizu_pool_stats",
      "title": "Cumulative Pool Counters",
      "topics": [
        "mizu_pool_stats"
      ]
    },
    {
      "page": "mizu_pool_stop",
      "title": "Stop a Pool",
      "topics": [
        "mizu_pool_stop"
      ]
    },
    {
      "page": "mizu_pool_trace",
      "title": "Trace Task Lifecycle Events",
      "topics": [
        "mizu_pool_trace"
      ]
    },
    {
      "page": "mizu_prune",
      "title": "Remove Orphaned Shared Memory Regions",
      "topics": [
        "mizu_prune"
      ]
    },
    {
      "page": "mizu_py_launcher",
      "title": "Python Launcher",
      "topics": [
        "mizu_py_launcher"
      ]
    },
    {
      "page": "mizu_recv_async",
      "title": "Receive Channel Messages as a Promise or a Stream",
      "topics": [
        "as.promise.mizu_channel",
        "is.promising.mizu_channel",
        "mizu_recv_async",
        "mizu_recv_batch_async",
        "mizu_recv_handler"
      ]
    },
    {
      "page": "mizu_send",
      "title": "Send and Receive over a Channel",
      "topics": [
        "mizu_recv",
        "mizu_send"
      ]
    },
    {
      "page": "mizu_send_batch",
      "title": "Batched Send and Receive",
      "topics": [
        "mizu_recv_batch",
        "mizu_send_batch"
      ]
    },
    {
      "page": "mizu_spawn_workers",
      "title": "Grow or Shrink the Worker Set of a Pool",
      "topics": [
        "mizu_retire_worker",
        "mizu_spawn_workers"
      ]
    },
    {
      "page": "mizu_submit",
      "title": "Submit a Task and Collect Its Result",
      "topics": [
        "mizu_collect",
        "mizu_submit"
      ]
    },
    {
      "page": "mizu_submit_batch",
      "title": "Submit a Batch of Tasks",
      "topics": [
        "mizu_submit_batch"
      ]
    },
    {
      "page": "print.mizu_channel",
      "title": "Print Methods for mizu Objects",
      "topics": [
        "print.mizu_call",
        "print.mizu_channel",
        "print.mizu_error_remote",
        "print.mizu_map",
        "print.mizu_map_prepared",
        "print.mizu_pool",
        "print.mizu_sentinel",
        "print.mizu_task"
      ]
    }
  ],
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  "_readme": "https://github.com/shikokuchuo/mizu/raw/HEAD/README.md",
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      "title": "Benchmarks",
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