Basic_Asynchronous_Functions_in_Python.ipynb

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    "kernelspec": {
      "name": "python3",
      "display_name": "Python 3"
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    "language_info": {
      "name": "python"
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      "cell_type": "markdown",
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      "outputs": [
        {
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          "name": "stdout",
          "text": [
            "Yielding 0 from async_gen1\n",
            "0\n",
            "Yielding 3 from async_gen2\n",
            "3\n",
            "Yielding 4 from async_gen2\n",
            "4\n",
            "Yielding 5 from async_gen2\n",
            "5\n",
            "Yielding 1 from async_gen1\n",
            "1\n"
          ]
        }
      ],
      "source": [
        "import asyncio\n",
        "\n",
        "# Define the first asynchronous generator function\n",
        "async def async_gen1():\n",
        "    for i in range(3):\n",
        "        print(f\"Yielding {i} from async_gen1\")  # Indicate which value is being yielded from async_gen1\n",
        "        yield i\n",
        "\n",
        "# Define the second asynchronous generator function\n",
        "async def async_gen2():\n",
        "    for i in range(3, 6):\n",
        "        print(f\"Yielding {i} from async_gen2\")  # Indicate which value is being yielded from async_gen2\n",
        "        yield i\n",
        "\n",
        "# Define the main asynchronous function\n",
        "async def main():\n",
        "    # Get an asynchronous iterator from the first asynchronous generator\n",
        "    aiterator1 = aiter(async_gen1())\n",
        "    # Get an asynchronous iterator from the second asynchronous generator\n",
        "    aiterator2 = aiter(async_gen2())\n",
        "\n",
        "    # Retrieve the next item from the first asynchronous iterator\n",
        "    print(await anext(aiterator1))  # Output: 0\n",
        "    # Retrieve the next items from the second asynchronous iterator\n",
        "    print(await anext(aiterator2))  # Output: 3\n",
        "    print(await anext(aiterator2))  # Output: 4\n",
        "    print(await anext(aiterator2))  # Output: 5\n",
        "    print(await anext(aiterator1))  # Output: 1\n",
        "\n",
        "# Check if running in a Jupyter notebook environment\n",
        "try:\n",
        "    import nest_asyncio\n",
        "    nest_asyncio.apply()  # Apply nest_asyncio to allow nested event loops\n",
        "    asyncio.run(main())  # Run the main function using asyncio's event loop\n",
        "except RuntimeError:\n",
        "    # If already in an event loop, run the event loop manually\n",
        "    loop = asyncio.get_event_loop()\n",
        "    loop.run_until_complete(main())  # Run the main function using the existing event loop"
      ]
    }
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