examples/notebook/lyric_quick_start.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Quick Start\n",
    "\n",
    "## 1. Install Dependencies\n",
    "\n",
    "First, we need to install the `lyric-py` package."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Looking in indexes: https://pypi.tuna.tsinghua.edu.cn/simple\n",
      "Collecting lyric-py>=0.1.3\n",
      "  Downloading https://pypi.tuna.tsinghua.edu.cn/packages/6d/0a/bd84e1c9316869ce790fe014155eac1e58f27a899f50692d84bbfe9a7fec/lyric_py-0.1.3-cp310-cp310-macosx_10_12_x86_64.whl (11.2 MB)\n",
      "\u001b[2K     \u001b[38;2;114;156;31m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m11.2/11.2 MB\u001b[0m \u001b[31m7.2 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0mMB/s\u001b[0m eta \u001b[36m0:00:01\u001b[0m:01\u001b[0m\n",
      "\u001b[?25hCollecting msgpack (from lyric-py>=0.1.3)\n",
      "  Downloading https://pypi.tuna.tsinghua.edu.cn/packages/df/7a/d174cc6a3b6bb85556e6a046d3193294a92f9a8e583cdbd46dc8a1d7e7f4/msgpack-1.1.0-cp310-cp310-macosx_10_9_x86_64.whl (84 kB)\n",
      "Collecting cloudpickle (from lyric-py>=0.1.3)\n",
      "  Downloading https://pypi.tuna.tsinghua.edu.cn/packages/48/41/e1d85ca3cab0b674e277c8c4f678cf66a91cd2cecf93df94353a606fe0db/cloudpickle-3.1.0-py3-none-any.whl (22 kB)\n",
      "Collecting lyric-task (from lyric-py>=0.1.3)\n",
      "  Downloading https://pypi.tuna.tsinghua.edu.cn/packages/81/2a/ffdc51f17afcc19d422c1d7d3a77121a3da6ddb1b23feb4b1ad494405ec5/lyric_task-0.1.3-py3-none-any.whl (7.1 kB)\n",
      "Installing collected packages: msgpack, lyric-task, cloudpickle, lyric-py\n",
      "Successfully installed cloudpickle-3.1.0 lyric-py-0.1.3 lyric-task-0.1.3 msgpack-1.1.0\n"
     ]
    }
   ],
   "source": [
    "!pip install \"lyric-py>=0.1.3\""
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 2. Install Language Worker\n",
    "\n",
    "Next, we need to install Python webassembly worker and JavaScript webassembly worker."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Looking in indexes: https://pypi.tuna.tsinghua.edu.cn/simple\n",
      "Collecting lyric-py-worker>=0.1.3\n",
      "  Downloading https://pypi.tuna.tsinghua.edu.cn/packages/16/a1/6ca985fd1cee109c3adb9c3a01a9c68916ad1274af2189af9b3e81ae75e2/lyric_py_worker-0.1.3-py3-none-any.whl (10.7 MB)\n",
      "\u001b[2K     \u001b[38;2;114;156;31m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m10.7/10.7 MB\u001b[0m \u001b[31m4.0 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m MB/s\u001b[0m eta \u001b[36m0:00:01\u001b[0m02\u001b[0m\n",
      "\u001b[?25hCollecting lyric-js-worker>=0.1.3\n",
      "  Downloading https://pypi.tuna.tsinghua.edu.cn/packages/fd/ff/ee475a3637c93850d4605ba8941d6cdecaa8b4038c3b9b5e7074be68c863/lyric_js_worker-0.1.3-py3-none-any.whl (3.5 MB)\n",
      "\u001b[2K     \u001b[38;2;114;156;31m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m3.5/3.5 MB\u001b[0m \u001b[31m6.4 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m[31m6.7 MB/s\u001b[0m eta \u001b[36m0:00:01\u001b[0m\n",
      "\u001b[?25hRequirement already satisfied: lyric-task in /Users/staneyffer/projects/dl/llm/lyric/examples/.venv/lib/python3.10/site-packages (from lyric-py-worker>=0.1.3) (0.1.3)\n",
      "Installing collected packages: lyric-py-worker, lyric-js-worker\n",
      "Successfully installed lyric-js-worker-0.1.3 lyric-py-worker-0.1.3\n"
     ]
    }
   ],
   "source": [
    "!pip install \"lyric-py-worker>=0.1.3\" \"lyric-js-worker>=0.1.3\""
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 3. Start Lyric Driver\n",
    "\n",
    "To submit your code to the lyric workers, you need to start the lyric driver."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "from lyric import DefaultLyricDriver\n",
    "\n",
    "lcd = DefaultLyricDriver(host=\"127.0.0.1\", log_level=\"ERROR\")\n",
    "lcd.start()\n",
    "\n",
    "# Load workers(default: Python, JavaScript)\n",
    "await lcd.lyric.load_default_workers()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 3.1 Execute Python Code\n",
    "\n",
    "You can submit a Python code by `exec` method. It will be executed by the Python webassembly worker, \n",
    "then you can get the execution status and result."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[\"local_778429183bca2759@782d7f19-d4ee-433f-bfa3-b3f2d3db2ee0\"]: \"[Python-InterpreterTask] script: InterpreterRequest(resources=None, protocol=1, lang='PYTHON', code='\\\\nprint(\\\"Hello, World!, I am a Python program.\\\")\\\\n\\\\ndef add(a, b):\\\\n    return a + b\\\\n\\\\nresult = add(1, 2)\\\\nprint(result)\\\\n')\"\n",
      "[\"local_778429183bca2759@782d7f19-d4ee-433f-bfa3-b3f2d3db2ee0\"]: \"Hello, World!, I am a Python program.\"\n",
      "[\"local_778429183bca2759@782d7f19-d4ee-433f-bfa3-b3f2d3db2ee0\"]: \"3\"\n",
      "[\"local_778429183bca2759@782d7f19-d4ee-433f-bfa3-b3f2d3db2ee0\"]: \"[Python-InterpreterTask] test_result: b'{\\\"content\\\":\\\"Execute script successfully\\\",\\\"exit_code\\\":0,\\\"lang\\\":\\\"Python\\\",\\\"protocol\\\":1,\\\"stderr\\\":\\\"\\\",\\\"stdout\\\":\\\"Hello, World!, I am a Python program.\\\\\\\\n3\\\\\\\\n\\\",\\\"success\\\":true}'\"\n",
      "CodeResult(exit_code=0, stdout='Hello, World!, I am a Python program.\\n3\\n', stderr='', output=None)\n"
     ]
    }
   ],
   "source": [
    "python_code = \"\"\"\n",
    "print(\"Hello, World!, I am a Python program.\")\n",
    "\n",
    "def add(a, b):\n",
    "    return a + b\n",
    "\n",
    "result = add(1, 2)\n",
    "print(result)\n",
    "\"\"\"\n",
    "\n",
    "py_res = await lcd.exec(python_code, \"python\")\n",
    "print(py_res)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "CodeResult(exit_code=0, stdout='Hello, World!, I am a Python program.\\n3\\n', stderr='', output=None)"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Let's show the output of the Python code\n",
    "py_res"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "As you can see, the Python code is executed successfully, and the result like below.\n",
    "\n",
    "```python\n",
    "CodeResult(exit_code=0, stdout='Hello, World!, I am a Python program.\\n3\\n', stderr='', output=None)\n",
    "```"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### 3.2 Execute JavaScript Code\n",
    "\n",
    "You can submit a JavaScript code by `exec` method with `lang=\"javascript\"` parameter. It will be executed by the JavaScript webassembly worker, then you can get the execution status and result."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[\"local_3a19f559b51bdd2c@4e16b2bf-e167-4b37-80cc-a50d31800b38\"]: \"[JavaScript-InterpreterTask] script: {\\\"protocol\\\":1,\\\"lang\\\":\\\"JAVASCRIPT\\\",\\\"code\\\":\\\"\\\\nconsole.log(\\\\\\\"Hello, World!, I am a JavaScript program.\\\\\\\");\\\\n\\\\nfunction add(a, b) {\\\\n    return a + b;\\\\n}\\\\n\\\\nlet result = add(1, 2);\\\\nconsole.log(result);\\\\n\\\"}\"\n",
      "[\"local_3a19f559b51bdd2c@4e16b2bf-e167-4b37-80cc-a50d31800b38\"]: \"Begin to run javascript code in interpreter Task\"\n",
      "[\"local_3a19f559b51bdd2c@4e16b2bf-e167-4b37-80cc-a50d31800b38\"]: \"Hello, World!, I am a JavaScript program.\"\n",
      "[\"local_3a19f559b51bdd2c@4e16b2bf-e167-4b37-80cc-a50d31800b38\"]: \"3\"\n",
      "CodeResult(exit_code=0, stdout='Begin to run javascript code in interpreter Task\\nHello, World!, I am a JavaScript program.\\n3', stderr='', output=None)\n"
     ]
    }
   ],
   "source": [
    "js_code = \"\"\"\n",
    "console.log(\"Hello, World!, I am a JavaScript program.\");\n",
    "\n",
    "function add(a, b) {\n",
    "    return a + b;\n",
    "}\n",
    "\n",
    "let result = add(1, 2);\n",
    "console.log(result);\n",
    "\"\"\"\n",
    "\n",
    "js_res = await lcd.exec(js_code, \"javascript\")\n",
    "print(js_res)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "CodeResult(exit_code=0, stdout='Begin to run javascript code in interpreter Task\\nHello, World!, I am a JavaScript program.\\n3', stderr='', output=None)"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Let's show the output of the JavaScript code\n",
    "js_res"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "As you can see, the JavaScript code is executed successfully, and the result like below.\n",
    "\n",
    "```python\n",
    "CodeResult(exit_code=0, stdout='Before run code in interpreter Task\\nHello, World!, I am a JavaScript program.\\n3\\nAfter run code in interpreter Task', stderr='', output=None)\n",
    "```"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### 3.3 Execute Python Function\n",
    "\n",
    "You can submit a Python function by `exec1` method. It will be executed by the Python webassembly worker, then you can get the execution status and result.\n",
    "\n",
    "Note: **You must pass the function name to be executed as a parameter.**"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[\"local_778429183bca2759@782d7f19-d4ee-433f-bfa3-b3f2d3db2ee0\"]: \"[Python-InterpreterTask] script: InterpreterRequest(resources=None, protocol=1, lang='PYTHON', code='\\\\n# Define a function that take a dictionary as input and return a dictionary\\\\n\\\\ndef message_handler(message_dict):\\\\n    user_message = message_dict.get(\\\"user_message\\\")\\\\n    ai_message = message_dict.get(\\\"ai_message\\\")\\\\n    return {\\\\n        \\\"user\\\": user_message,\\\\n        \\\"ai\\\": ai_message,\\\\n        \\\"all\\\": [user_message, ai_message],\\\\n        \\\"custom\\\": \\\"custom\\\",\\\\n        \\\"handler_language\\\": \\\"python\\\",\\\\n    }\\\\n')\"\n",
      "[\"local_778429183bca2759@782d7f19-d4ee-433f-bfa3-b3f2d3db2ee0\"]: \"[Python-InterpreterTask] call_name: message_handler\"\n",
      "Python result: {'ai': 'Hello from AI', 'all': ['Hello from user', 'Hello from AI'], 'custom': 'custom', 'handler_language': 'python', 'user': 'Hello from user'}\n",
      "Full output: CodeResult(exit_code=0, stdout='', stderr='', output={'ai': 'Hello from AI', 'all': ['Hello from user', 'Hello from AI'], 'custom': 'custom', 'handler_language': 'python', 'user': 'Hello from user'})\n"
     ]
    }
   ],
   "source": [
    "import json\n",
    "\n",
    "py_func = \"\"\"\n",
    "# Define a function that take a dictionary as input and return a dictionary\n",
    "\n",
    "def message_handler(message_dict):\n",
    "    user_message = message_dict.get(\"user_message\")\n",
    "    ai_message = message_dict.get(\"ai_message\")\n",
    "    return {\n",
    "        \"user\": user_message,\n",
    "        \"ai\": ai_message,\n",
    "        \"all\": [user_message, ai_message],\n",
    "        \"custom\": \"custom\",\n",
    "        \"handler_language\": \"python\",\n",
    "    }\n",
    "\"\"\"\n",
    "\n",
    "# Create a input dictionary\n",
    "input_data = {\n",
    "    \"user_message\": \"Hello from user\",\n",
    "    \"ai_message\": \"Hello from AI\",\n",
    "}\n",
    "# Convert the input dictionary to json bytes, as the input to the function(It will be converted to dictionary inside the function)\n",
    "input_bytes = json.dumps(input_data).encode(\"utf-8\")\n",
    "\n",
    "py_func_res = await lcd.exec1(py_func, input_bytes, \"message_handler\", lang=\"python\")\n",
    "print(\"Python result:\", py_func_res.output)\n",
    "print(\"Full output:\", py_func_res)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'ai': 'Hello from AI',\n",
       " 'all': ['Hello from user', 'Hello from AI'],\n",
       " 'custom': 'custom',\n",
       " 'handler_language': 'python',\n",
       " 'user': 'Hello from user'}"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Let's show the output of the Python function(It will be a dictionary)\n",
    "py_func_res.output"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### 3.4 Execute JavaScript Function\n",
    "\n",
    "You can submit a JavaScript function by `exec1` method with `lang=\"javascript\"` parameter. It will be executed by the JavaScript webassembly worker, then you can get the execution status and result."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[\"local_3a19f559b51bdd2c@4e16b2bf-e167-4b37-80cc-a50d31800b38\"]: \"[JavaScript-InterpreterTask] script: {\\\"protocol\\\":1,\\\"lang\\\":\\\"JAVASCRIPT\\\",\\\"code\\\":\\\"\\\\n// Define a function that take a dictionary as input and return a dictionary\\\\n\\\\nfunction message_handler(message_dict) {\\\\n    return {\\\\n        user: message_dict.user_message,\\\\n        ai: message_dict.ai_message,\\\\n        all: [message_dict.user_message, message_dict.ai_message],\\\\n        custom: \\\\\\\"custom\\\\\\\",\\\\n        handler_language: \\\\\\\"javascript\\\\\\\",\\\\n    };\\\\n}\\\\n\\\"}\"\n",
      "[\"local_3a19f559b51bdd2c@4e16b2bf-e167-4b37-80cc-a50d31800b38\"]: \"[JavaScript-InterpreterTask] call_name: message_handler\"\n",
      "[\"local_3a19f559b51bdd2c@4e16b2bf-e167-4b37-80cc-a50d31800b38\"]: \"The code is: \"\n",
      "[\"local_3a19f559b51bdd2c@4e16b2bf-e167-4b37-80cc-a50d31800b38\"]: \"\"\n",
      "[\"local_3a19f559b51bdd2c@4e16b2bf-e167-4b37-80cc-a50d31800b38\"]: \"// Define a function that take a dictionary as input and return a dictionary\"\n",
      "[\"local_3a19f559b51bdd2c@4e16b2bf-e167-4b37-80cc-a50d31800b38\"]: \"\"\n",
      "[\"local_3a19f559b51bdd2c@4e16b2bf-e167-4b37-80cc-a50d31800b38\"]: \"function message_handler(message_dict) {\"\n",
      "[\"local_3a19f559b51bdd2c@4e16b2bf-e167-4b37-80cc-a50d31800b38\"]: \"    return {\"\n",
      "[\"local_3a19f559b51bdd2c@4e16b2bf-e167-4b37-80cc-a50d31800b38\"]: \"        user: message_dict.user_message,\"\n",
      "[\"local_3a19f559b51bdd2c@4e16b2bf-e167-4b37-80cc-a50d31800b38\"]: \"        ai: message_dict.ai_message,\"\n",
      "[\"local_3a19f559b51bdd2c@4e16b2bf-e167-4b37-80cc-a50d31800b38\"]: \"        all: [message_dict.user_message, message_dict.ai_message],\"\n",
      "[\"local_3a19f559b51bdd2c@4e16b2bf-e167-4b37-80cc-a50d31800b38\"]: \"        custom: \\\"custom\\\",\"\n",
      "[\"local_3a19f559b51bdd2c@4e16b2bf-e167-4b37-80cc-a50d31800b38\"]: \"        handler_language: \\\"javascript\\\",\"\n",
      "[\"local_3a19f559b51bdd2c@4e16b2bf-e167-4b37-80cc-a50d31800b38\"]: \"    };\"\n",
      "[\"local_3a19f559b51bdd2c@4e16b2bf-e167-4b37-80cc-a50d31800b38\"]: \"}\"\n",
      "[\"local_3a19f559b51bdd2c@4e16b2bf-e167-4b37-80cc-a50d31800b38\"]: \"\"\n",
      "[\"local_3a19f559b51bdd2c@4e16b2bf-e167-4b37-80cc-a50d31800b38\"]: \"[JavaScript-InterpreterTask] dynamicFunction: function message_handler(message_dict) {\"\n",
      "[\"local_3a19f559b51bdd2c@4e16b2bf-e167-4b37-80cc-a50d31800b38\"]: \"    return {\"\n",
      "[\"local_3a19f559b51bdd2c@4e16b2bf-e167-4b37-80cc-a50d31800b38\"]: \"        user: message_dict.user_message,\"\n",
      "[\"local_3a19f559b51bdd2c@4e16b2bf-e167-4b37-80cc-a50d31800b38\"]: \"        ai: message_dict.ai_message,\"\n",
      "[\"local_3a19f559b51bdd2c@4e16b2bf-e167-4b37-80cc-a50d31800b38\"]: \"        all: [message_dict.user_message, message_dict.ai_message],\"\n",
      "[\"local_3a19f559b51bdd2c@4e16b2bf-e167-4b37-80cc-a50d31800b38\"]: \"        custom: \\\"custom\\\",\"\n",
      "[\"local_3a19f559b51bdd2c@4e16b2bf-e167-4b37-80cc-a50d31800b38\"]: \"        handler_language: \\\"javascript\\\",\"\n",
      "[\"local_3a19f559b51bdd2c@4e16b2bf-e167-4b37-80cc-a50d31800b38\"]: \"    };\"\n",
      "[\"local_3a19f559b51bdd2c@4e16b2bf-e167-4b37-80cc-a50d31800b38\"]: \"}\"\n",
      "JavaScript result: {'ai': 'Hello from AI', 'all': ['Hello from user', 'Hello from AI'], 'custom': 'custom', 'handler_language': 'javascript', 'user': 'Hello from user'}\n",
      "Full output: CodeResult(exit_code=0, stdout='The code is: \\n\\n// Define a function that take a dictionary as input and return a dictionary\\n\\nfunction message_handler(message_dict) {\\n    return {\\n        user: message_dict.user_message,\\n        ai: message_dict.ai_message,\\n        all: [message_dict.user_message, message_dict.ai_message],\\n        custom: \"custom\",\\n        handler_language: \"javascript\",\\n    };\\n}\\n\\n[JavaScript-InterpreterTask] dynamicFunction: function message_handler(message_dict) {\\n    return {\\n        user: message_dict.user_message,\\n        ai: message_dict.ai_message,\\n        all: [message_dict.user_message, message_dict.ai_message],\\n        custom: \"custom\",\\n        handler_language: \"javascript\",\\n    };\\n}', stderr='', output={'ai': 'Hello from AI', 'all': ['Hello from user', 'Hello from AI'], 'custom': 'custom', 'handler_language': 'javascript', 'user': 'Hello from user'})\n"
     ]
    }
   ],
   "source": [
    "js_func = \"\"\"\n",
    "// Define a function that take a dictionary as input and return a dictionary\n",
    "\n",
    "function message_handler(message_dict) {\n",
    "    return {\n",
    "        user: message_dict.user_message,\n",
    "        ai: message_dict.ai_message,\n",
    "        all: [message_dict.user_message, message_dict.ai_message],\n",
    "        custom: \"custom\",\n",
    "        handler_language: \"javascript\",\n",
    "    };\n",
    "}\n",
    "\"\"\"\n",
    "\n",
    "js_func_res = await lcd.exec1(js_func, input_bytes, \"message_handler\", lang=\"javascript\")\n",
    "print(\"JavaScript result:\", js_func_res.output)\n",
    "print(\"Full output:\", js_func_res)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'ai': 'Hello from AI',\n",
       " 'all': ['Hello from user', 'Hello from AI'],\n",
       " 'custom': 'custom',\n",
       " 'handler_language': 'javascript',\n",
       " 'user': 'Hello from user'}"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Let's show the output of the JavaScript function(It will be a dictionary)\n",
    "js_func_res.output"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 4. Stop Lyric Driver\n",
    "\n",
    "Finally, you can stop the lyric driver by calling the `stop` method."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [],
   "source": [
    "lcd.stop()"
   ]
  }
 ],
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