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    ".. _random-numbers:\n",
    "\n",
    "Random Number Generation\n",
    "========================\n",
    "\n",
    "Here we will demonstrate generating uniform random shared secrets of any shape using :any:`AdditiveProtocolSuite`.  We use an instance of :class:`numpy.random.Generator` to seed the process.  After each secret is generated, we reveal it to the players and log it.\n",
    "\n",
    "We will initialize the protocol suite with a custom order (251) and a :any:`FixedPoint` encoding with 4 fractional bits so that the random secrets are small and easy to read in the output.  "
   ]
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     "text": [
      "INFO:root:****************************************\n",
      "INFO:root:Player 0 random values: 3.5\n",
      "INFO:root:Player 1 random values: 3.5\n",
      "INFO:root:Player 2 random values: 3.5\n",
      "INFO:root:****************************************\n",
      "INFO:root:Player 0 random values: [-1.5]\n",
      "INFO:root:Player 1 random values: [-1.5]\n",
      "INFO:root:Player 2 random values: [-1.5]\n",
      "INFO:root:****************************************\n",
      "INFO:root:Player 0 random values: [-7.1875  0.875 ]\n",
      "INFO:root:Player 1 random values: [-7.1875  0.875 ]\n",
      "INFO:root:Player 2 random values: [-7.1875  0.875 ]\n",
      "INFO:root:****************************************\n",
      "INFO:root:Player 0 random values: [-0.75   -7.1875  0.0625]\n",
      "INFO:root:Player 1 random values: [-0.75   -7.1875  0.0625]\n",
      "INFO:root:Player 2 random values: [-0.75   -7.1875  0.0625]\n"
     ]
    }
   ],
   "source": [
    "import logging\n",
    "import sys\n",
    "\n",
    "import numpy\n",
    "\n",
    "from cicada.additive import AdditiveProtocolSuite\n",
    "from cicada.communicator import SocketCommunicator\n",
    "from cicada.encoding import FixedPoint\n",
    "from cicada.logger import Logger\n",
    "\n",
    "logging.basicConfig(level=logging.INFO)\n",
    "\n",
    "def main(communicator):\n",
    "    log = Logger(logging.getLogger(), communicator)\n",
    "    protocol = AdditiveProtocolSuite(communicator, order=251, encoding=FixedPoint(precision=4))\n",
    "    generator = numpy.random.default_rng(seed=1234)\n",
    "    \n",
    "    for shape in [(), (1,), (2,), (3,)]:\n",
    "        log.info(\"*\" * 40, src=0)\n",
    "        \n",
    "        random_share = protocol.field_uniform(generator=generator, shape=shape)\n",
    "        random = protocol.reveal(random_share)\n",
    "        log.info(f\"Player {communicator.rank} random values: {random}\")\n",
    "\n",
    "SocketCommunicator.run(world_size=3, fn=main);"
   ]
  },
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   "metadata": {
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   "source": [
    ".. seealso:: :ref:`random-bits`"
   ]
  }
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