README.md•29.6 kB
# 工具导入说明
## 本地client导入
在 server 目录下新建目录，每个目录有一个用fastmcp装饰的工具实例。
以 server/PubChem-MCP-Server/pubchem_server.py 为例，里面定义了一个mcp工具
```
@mcp.tool()
async def search_pubchem_by_name(name: str, max_results: int = 5) -> List[Dict[str, Any]]:
logging.info(f"Searching for compounds with name: {name}, max_results: {max_results}")
"""
Search for chemical compounds on PubChem using a compound name.
Args:
name: Name of the chemical compound
max_results: Maximum number of results to return (default: 5)
Returns:
List of dictionaries containing compound information
"""
try:
results = await asyncio.to_thread(search_by_name, name, max_results)
return results
except Exception as e:
return [{"error": f"An error occurred while searching: {str(e)}"}]
```
文件定义好之后需要在 config/server_list.json中指定对应的py文件路径(在这里是server/PubChem-MCP-Server/pubchem_server.py)，同时一些简单的mcp服务可以直接在mcp_server.py文件中定义，默认会从中导入
## sse client 导入
在 config/server_list.json 里面加入需要的sse链接即可
```
[
"server/Agents-Server/agents_server.py",
"server/BASE-TOOL-Server/base_tool_server.py",
"https://dpa-uuid1750659890.app-space.dplink.cc/sse?token=b42b991d062341fba15a9f7975e190b0"
]
```
## 运行服务
建议服务跑在docker镜像下，我们有一个自己的docker镜像，启动参考脚本：
```
docker run -d \
--name backend_server_shenshi \
--cpuset-cpus="64-95" \
-p 30004:30004 \
-v #Agent对应的目录:/mnt \
fastapi-server \
tail -f /dev/null
```
这里指定CPU是为了提升多核性能，提高并发性。
在容器中运行脚本：
```
bash deploy_server.sh
```
## 调用服务
### 使用 Agent 框架下自带的 tool manager 执行代码(推荐)
```
class StreamToolManager(BaseToolManager):
def __init__(self, url, session_id:str = None, timeout:int=180):
super().__init__(url)
self.session_id = str(uuid4()) if not session_id else session_id
# self.session_id = str("test_id2")
self.timeout = timeout
async def submit_task(self, code:str):
...
async def recieve_task_process(self, ):
...
async def execute_code_async_stream(self, tool_call: str,):
submit_status = await self.submit_task(tool_call)
if submit_status["status"] == "fail":
yield {"output":""}
return
async for item in self.recieve_task_process():
yield item
async def close_session(self):
async with httpx.AsyncClient() as client:
resp = await client.post(
f"{self.server_url}/del_session",
params={"session_id": self.session_id}
)
return resp.json()
```
- 需要自己维护好自己session id下的tool manager，每个session id 对应的tool manager会有一个独立的代码执行空间，历史的函数和变量都会保留
- 在整个 session infer 结束后，如果你不需要这个session，需要手动删除 (close_session()函数)，释放你这个session的代码执行内存和变量
- 通过 execute_code_async_stream 来执行代码，代码执行结果会流式出现，分别包含以下几种情况
1. agent直接调用工具，工具正常返回，会流式返回所有调用的工具，和最终代码执行结果，工具返回的时候，other_info里面会有函数名:结果的字典，代码返回的时候 main_stream_type是code_result. stream_state 有start, running, end三种。
```
{
"main_stream_type": "tool_result",
"sub_stream_type": "",
"content": "",
"from_sandbox": true,
"stream_state": "start",
"other_info": {}
},
{
"main_stream_type": "tool_result",
"sub_stream_type": "",
"content": "",
"from_sandbox": true,
"stream_state": "running",
"other_info": {
"web_search": {
"tool_result": {
"organic": [
{
"title": "Buy iPhone 15 and iPhone 15 Plus - Apple",
"link": "https://www.apple.com/shop/buy-iphone/iphone-15",
"snippet": "BuyFrom $799.00Footnote**Pay with Apple Pay or other payment methods. Finance ...",
"sitelinks": [
{
"title": "Buy iPhone 15",
"link": "https://www.apple.com/shop/buy-iphone/iphone-15/6.1-inch-display-128gb-black-unlocked"
}
],
"position": 1
},
{
"title": "Buy iPhone - Apple",
"link": "https://www.apple.com/shop/buy-iphone",
"snippet": "Shop the latest iPhone models and accessories. Save with Apple Trade In, carrier offers, and flexible monthly payment options. Get expert help today.",
"position": 2
},
{
"title": "iPhone - Apple",
"link": "https://www.apple.com/iphone/",
"snippet": "The ultimate iPhone ... From $999 or $41.62/mo. for 24 mo ... Learn more Buy ... Apple Intelligence.",
"position": 3
},
{
"title": "Apple Store - Find a Store",
"link": "https://www.apple.com/retail/",
"snippet": "Activation required. AT&T iPhone 15 Special Deal: Buy an iPhone 15 128 GB and get $441.36 in bill credits applied over 36 months. Buy an iPhone 15 256 GB and ...",
"position": 4
},
{
"title": "Apple iPhone 15: Order, Price, Colors, Features - Verizon",
"link": "https://www.verizon.com/smartphones/apple-iphone-15/",
"snippet": "You'll pay $0.00/mo after a credit of $20.27/mo on your billed price of $20.27/mo per device for 36 mos. Full retail price $729.99. Your total payments will ...",
"position": 5
},
{
"title": "iPhone - Buying iPhone - Apple",
"link": "https://www.apple.com/iphone/buy/",
"snippet": "Purchase your next iPhone from the Apple Store. Get answers about carriers ... Greatest price. From $599. Buy \u00b7 Learn more \u00b7 View in AR. 6.1\u2033. Super Retina ...",
"position": 6
},
{
"title": "Amazon.com: Apple iPhone 15 Pro Max, 256GB, Natural Titanium",
"link": "https://www.amazon.com/Apple-iPhone-15-Pro-Max/dp/B0CMZD7VCV",
"snippet": "List Price: $829.00$829.00 Details. The List Price is the suggested retail price of a new product as provided by a manufacturer, supplier, or seller. Except ...",
"rating": 3.9,
"ratingCount": 1511,
"position": 7
},
{
"title": "Interesting to see the USD price difference of the iPhone 15 Pro ...",
"link": "https://www.reddit.com/r/iphone/comments/16kl59k/interesting_to_see_the_usd_price_difference_of/",
"snippet": "1K votes, 332 comments. For fun I priced out a top-spec 15 Pro Max in Turkey and it comes out to US$3458.88. Cheap!",
"date": "Sep 17, 2023",
"position": 8
},
{
"title": "Apple",
"link": "https://www.apple.com/",
"snippet": "Discover the innovative world of Apple and shop everything iPhone, iPad, Apple Watch, Mac, and Apple TV, plus explore accessories, entertainment, ...",
"position": 9
}
],
"peopleAlsoAsk": [
{
"question": "What is the iPhone 15 going to cost?",
"snippet": "New or existing customer Retail price: $729.99. One-time activation fee of $35.",
"title": "Apple iPhone 15: Order, Price, Colors, Features - Verizon",
"link": "https://www.verizon.com/smartphones/apple-iphone-15/"
},
{
"question": "How much will Apple pay for an iPhone 15?",
"snippet": "Get $45\u2013$600 for your trade-in. Get 3% Daily Cash back with Apple Card.",
"title": "Buy iPhone 15 and iPhone 15 Plus - Apple",
"link": "https://www.apple.com/shop/buy-iphone/iphone-15"
},
{
"question": "How much will I get for an iPhone 15?",
"snippet": "Get \u00a330-\u00a3595 when you trade in an iPhone. 1\nYour device\nEstimated trade-in value 1\niPhone 15 Pro Max\nUp to \u00a3595\niPhone 15 Pro\nUp to \u00a3535\niPhone 15 Plus\nUp to \u00a3420\niPhone 15\nUp to \u00a3385",
"title": "Apple Trade In - Apple (UK)",
"link": "https://www.apple.com/uk/shop/trade-in"
},
{
"question": "How much did the iPhone 15 originally cost?",
"snippet": "Pricing and Availability iPhone 15 and iPhone 15 Plus will be available in pink, yellow, green, blue, and black in 128GB, 256GB, and 512GB storage capacities, starting at $799 (U.S.) or $33.29 (U.S.) per month, and $899 (U.S.) or $37.45 (U.S.) per month, respectively.",
"title": "Apple debuts iPhone 15 and iPhone 15 Plus",
"link": "https://www.apple.com/newsroom/2023/09/apple-debuts-iphone-15-and-iphone-15-plus/"
}
],
"relatedSearches": [
{
"query": "Apple IPhone 13"
},
{
"query": "Iphone 15 price official apple store usa"
},
{
"query": "Iphone 15 price official apple store near me"
},
{
"query": "iPhone 15 Pro Max"
},
{
"query": "iPhone 15 price in USA"
},
{
"query": "iPhone 15 Pro Max price"
},
{
"query": "iPhone 15 Pro Max price in USA"
},
{
"query": "iPhone 14"
},
{
"query": "iPhone 15 Pro price in USA"
}
]
},
"tool_elapsed_time": 2.1127848625183105
}
}
},
{
"main_stream_type": "code_result",
"sub_stream_type": "",
"content": "{'tool_result': {'organic': [{'title': 'Buy iPhone 15 and iPhone 15 Plus - Apple', 'link': 'https://www.apple.com/shop/buy-iphone/iphone-15', 'snippet': 'BuyFrom $799.00Footnote**Pay with Apple Pay or other payment methods. Finance ...', 'sitelinks': [{'title': 'Buy iPhone 15', 'link': 'https://www.apple.com/shop/buy-iphone/iphone-15/6.1-inch-display-128gb-black-unlocked'}], 'position': 1}, {'title': 'Buy iPhone - Apple', 'link': 'https://www.apple.com/shop/buy-iphone', 'snippet': 'Shop the latest iPhone models and accessories. Save with Apple Trade In, carrier offers, and flexible monthly payment options. Get expert help today.', 'position': 2}, {'title': 'iPhone - Apple', 'link': 'https://www.apple.com/iphone/', 'snippet': 'The ultimate iPhone ... From $999 or $41.62/mo. for 24 mo ... Learn more Buy ... Apple Intelligence.', 'position': 3}, {'title': 'Apple Store - Find a Store', 'link': 'https://www.apple.com/retail/', 'snippet': 'Activation required. AT&T iPhone 15 Special Deal: Buy an iPhone 15 128 GB and get $441.36 in bill credits applied over 36 months. Buy an iPhone 15 256 GB and ...', 'position': 4}, {'title': 'Apple iPhone 15: Order, Price, Colors, Features - Verizon', 'link': 'https://www.verizon.com/smartphones/apple-iphone-15/', 'snippet': \"You'll pay $0.00/mo after a credit of $20.27/mo on your billed price of $20.27/mo per device for 36 mos. Full retail price $729.99. Your total payments will ...\", 'position': 5}, {'title': 'iPhone - Buying iPhone - Apple', 'link': 'https://www.apple.com/iphone/buy/', 'snippet': 'Purchase your next iPhone from the Apple Store. Get answers about carriers ... Greatest price. From $599. Buy \u00b7 Learn more \u00b7 View in AR. 6.1\u2033. Super Retina ...', 'position': 6}, {'title': 'Amazon.com: Apple iPhone 15 Pro Max, 256GB, Natural Titanium', 'link': 'https://www.amazon.com/Apple-iPhone-15-Pro-Max/dp/B0CMZD7VCV', 'snippet': 'List Price: $829.00$829.00 Details. The List Price is the suggested retail price of a new product as provided by a manufacturer, supplier, or seller. Except ...', 'rating': 3.9, 'ratingCount': 1511, 'position': 7}, {'title': 'Interesting to see the USD price difference of the iPhone 15 Pro ...', 'link': 'https://www.reddit.com/r/iphone/comments/16kl59k/interesting_to_see_the_usd_price_difference_of/', 'snippet': '1K votes, 332 comments. For fun I priced out a top-spec 15 Pro Max in Turkey and it comes out to US$3458.88. Cheap!', 'date': 'Sep 17, 2023', 'position': 8}, {'title': 'Apple', 'link': 'https://www.apple.com/', 'snippet': 'Discover the innovative world of Apple and shop everything iPhone, iPad, Apple Watch, Mac, and Apple TV, plus explore accessories, entertainment, ...', 'position': 9}], 'peopleAlsoAsk': [{'question': 'What is the iPhone 15 going to cost?', 'snippet': 'New or existing customer Retail price: $729.99. One-time activation fee of $35.', 'title': 'Apple iPhone 15: Order, Price, Colors, Features - Verizon', 'link': 'https://www.verizon.com/smartphones/apple-iphone-15/'}, {'question': 'How much will Apple pay for an iPhone 15?', 'snippet': 'Get $45\u2013$600 for your trade-in. Get 3% Daily Cash back with Apple Card.', 'title': 'Buy iPhone 15 and iPhone 15 Plus - Apple', 'link': 'https://www.apple.com/shop/buy-iphone/iphone-15'}, {'question': 'How much will I get for an iPhone 15?', 'snippet': 'Get \u00a330-\u00a3595 when you trade in an iPhone. 1\\nYour device\\nEstimated trade-in value 1\\niPhone 15 Pro Max\\nUp to \u00a3595\\niPhone 15 Pro\\nUp to \u00a3535\\niPhone 15 Plus\\nUp to \u00a3420\\niPhone 15\\nUp to \u00a3385', 'title': 'Apple Trade In - Apple (UK)', 'link': 'https://www.apple.com/uk/shop/trade-in'}, {'question': 'How much did the iPhone 15 originally cost?', 'snippet': 'Pricing and Availability iPhone 15 and iPhone 15 Plus will be available in pink, yellow, green, blue, and black in 128GB, 256GB, and 512GB storage capacities, starting at $799 (U.S.) or $33.29 (U.S.) per month, and $899 (U.S.) or $37.45 (U.S.) per month, respectively.', 'title': 'Apple debuts iPhone 15 and iPhone 15 Plus', 'link': 'https://www.apple.com/newsroom/2023/09/apple-debuts-iphone-15-and-iphone-15-plus/'}], 'relatedSearches': [{'query': 'Apple IPhone 13'}, {'query': 'Iphone 15 price official apple store usa'}, {'query': 'Iphone 15 price official apple store near me'}, {'query': 'iPhone 15 Pro Max'}, {'query': 'iPhone 15 price in USA'}, {'query': 'iPhone 15 Pro Max price'}, {'query': 'iPhone 15 Pro Max price in USA'}, {'query': 'iPhone 14'}, {'query': 'iPhone 15 Pro price in USA'}]}, 'tool_elapsed_time': 2.1127848625183105}\n",
"from_sandbox": true,
"stream_state": "running",
"other_info": {}
},
{
"main_stream_type": "tool_result",
"sub_stream_type": "",
"content": "",
"from_sandbox": true,
"stream_state": "end",
"other_info": {}
},
```
2. agent调用其他agent作为工具，此时会流式返回其他agent的text和工具调用结果，
```
{
"main_stream_type": "tool_result",
"sub_stream_type": "text",
"content": ">\n\n",
"from_sandbox": true,
"stream_state": "running",
"other_info": {}
},
{
"main_stream_type": "tool_result",
"sub_stream_type": "tool_result",
"content": "",
"from_sandbox": true,
"stream_state": "start",
"other_info": {}
},
{
"main_stream_type": "tool_result",
"sub_stream_type": "tool_result",
"content": "",
"from_sandbox": true,
"stream_state": "running",
"other_info": {
"web_search": {
"tool_result": {
"organic": [
{
"title": "Buy iPhone 16 and iPhone 16 Plus - Apple",
"link": "https://www.apple.com/shop/buy-iphone/iphone-16",
"snippet": "iPhone 16, Ultramarine finish, back exterior, top rounded corners, advanced dual-camera system, flash, microphone. From $799 or $33.29/mo. per month for 24 mo. ...",
"position": 1
},
{
"title": "iPhone 16 and iPhone 16 Plus - Apple",
"link": "https://www.apple.com/iphone-16/",
"snippet": "iPhone 16 and iPhone 16 Plus. Built for Apple Intelligence. Camera Control. 48MP Fusion camera. Five vibrant colors. A18 chip.",
"position": 2
},
{
"title": "Buy iPhone 16 Plus 128GB Black - Apple",
"link": "https://www.apple.com/shop/buy-iphone/iphone-16/6.7-inch-display-128gb-black-unlocked",
"snippet": "iPhone 16 Plus 128GB Black. $929.00. One-time payment. Get 3% Daily Cash with Apple Card. Add to Bag. Order now. Pick up, in store: Today at Apple Knox Street.",
"position": 3
},
{
"title": "Buy iPhone 16 Plus 128GB White - Apple",
"link": "https://www.apple.com/shop/buy-iphone/iphone-16/6.7-inch-display-128gb-white-unlocked",
"snippet": "Get $45 - $600 off a new iPhone 16 or iPhone 16 Plus when you trade in an iPhone 8 or newer. 0% financing available. Buy now with free shipping.",
"sitelinks": [
{
"title": "Model. Which Is Best For You...",
"link": "https://www.apple.com/shop/buy-iphone/iphone-16/6.7-inch-display-128gb-white-unlocked#:~:text=Model.%20Which%20is%20best%20for%20you%3F"
},
{
"title": "Connectivity. Choose A...",
"link": "https://www.apple.com/shop/buy-iphone/iphone-16/6.7-inch-display-128gb-white-unlocked#:~:text=Connectivity.%20Choose%20a%20carrier."
},
{
"title": "What's In The Box",
"link": "https://www.apple.com/shop/buy-iphone/iphone-16/6.7-inch-display-128gb-white-unlocked#:~:text=What%27s%20in%20the%20Box"
}
],
"position": 4
},
{
"title": "Buy iPhone 16 Plus 256GB Black - Apple",
"link": "https://www.apple.com/shop/buy-iphone/iphone-16/6.7-inch-display-256gb-black-unlocked",
"snippet": "Get $45 - $600 off a new iPhone 16 or iPhone 16 Plus when you trade in an iPhone 8 or newer. 0% financing available. Buy now with free shipping.",
"sitelinks": [
{
"title": "Model. Which Is Best For You...",
"link": "https://www.apple.com/shop/buy-iphone/iphone-16/6.7-inch-display-256gb-black-unlocked#:~:text=Model.%20Which%20is%20best%20for%20you%3F"
},
{
"title": "Connectivity. Choose A...",
"link": "https://www.apple.com/shop/buy-iphone/iphone-16/6.7-inch-display-256gb-black-unlocked#:~:text=Connectivity.%20Choose%20a%20carrier."
},
{
"title": "What's In The Box",
"link": "https://www.apple.com/shop/buy-iphone/iphone-16/6.7-inch-display-256gb-black-unlocked#:~:text=What%27s%20in%20the%20Box"
}
],
"position": 5
},
{
"title": "Buy iPhone - Apple",
"link": "https://www.apple.com/shop/buy-iphone",
"snippet": "Shop the latest iPhone models and accessories. Save with Apple Trade In, carrier offers, and flexible monthly payment options. Get expert help today.",
"position": 6
},
{
"title": "iPhone - Apple",
"link": "https://www.apple.com/iphone/",
"snippet": "Designed for Apple Intelligence. Discover the iPhone 16e along with iPhone 16 Pro, iPhone 16, and iPhone 15 ... Greatest price. From $599 or $24.95/mo ...",
"position": 7
},
{
"title": "Buy iPhone 16 and iPhone 16 Plus - Education - Apple",
"link": "https://www.apple.com/us-edu/shop/buy-iphone/iphone-16",
"snippet": "iPhone 16, Ultramarine finish, back exterior, top rounded corners, advanced dual-camera system, flash, microphone. From $799 or $33.29/mo. per month for 24 mo. ...",
"sitelinks": [
{
"title": "Model. Which Is Best For You...",
"link": "https://www.apple.com/us-edu/shop/buy-iphone/iphone-16#:~:text=Model.%20Which%20is%20best%20for%20you%3F"
},
{
"title": "Connectivity. Choose A...",
"link": "https://www.apple.com/us-edu/shop/buy-iphone/iphone-16#:~:text=Connectivity.%20Choose%20a%20carrier."
},
{
"title": "Applecare+ Coverage. Protect...",
"link": "https://www.apple.com/us-edu/shop/buy-iphone/iphone-16#:~:text=AppleCare%2B%20coverage.%20Protect%20your%20new%20iPhone."
}
],
"position": 8
},
{
"title": "Apple introduces iPhone 16 and iPhone 16 Plus",
"link": "https://www.apple.com/newsroom/2024/09/apple-introduces-iphone-16-and-iphone-16-plus/",
"snippet": "iPhone 16 and iPhone 16 Plus are built for Apple Intelligence, and feature Camera Control, the Action button, a 48MP Fusion camera, and the A18 chip.",
"date": "Sep 9, 2024",
"position": 9
},
{
"title": "Buy iPhone 16 Plus 256GB Pink - Apple",
"link": "https://www.apple.com/shop/buy-iphone/iphone-16/6.7-inch-display-256gb-pink-unlocked",
"snippet": "Latest iPhone. Greatest price. From $599. 6.1\u2033. Super Retina XDR display footnote \u00b9. \u2014 No ProMotion technology. \u2014 ...",
"sitelinks": [
{
"title": "Model. Which Is Best For You...",
"link": "https://www.apple.com/shop/buy-iphone/iphone-16/6.7-inch-display-256gb-pink-unlocked#:~:text=Model.%20Which%20is%20best%20for%20you%3F"
},
{
"title": "Connectivity. Choose A...",
"link": "https://www.apple.com/shop/buy-iphone/iphone-16/6.7-inch-display-256gb-pink-unlocked#:~:text=Connectivity.%20Choose%20a%20carrier."
},
{
"title": "What's In The Box",
"link": "https://www.apple.com/shop/buy-iphone/iphone-16/6.7-inch-display-256gb-pink-unlocked#:~:text=What%27s%20in%20the%20Box"
}
],
"position": 10
}
],
"peopleAlsoAsk": [
{
"question": "How much is the iPhone 16 Plus at the Apple Store?",
"snippet": "BuyFrom $899.00**Pay with Apple Pay or other payment methods. Finance$37.45/mo.",
"title": "Buy iPhone 16 Plus 128GB Black - Apple",
"link": "https://www.apple.com/shop/buy-iphone/iphone-16/6.7-inch-display-128gb-black-unlocked"
},
{
"question": "How much will the iPhone 16 Plus be?",
"snippet": "Tariffs for iPhone 16 Plus:\nMonthly phone payment\n\u00a322.24\nCash price\n\u00a3800.64\nCredit amount\n\u00a3800.64\nInterest rate (fixed)\n0%\nAPR representative\n0%",
"title": "iPhone 16 Plus | Pay Monthly Deals & Contracts - Tesco Mobile",
"link": "https://www.tescomobile.com/shop/apple/iphone-16-plus"
},
{
"question": "How to get iPhone 16 cheapest?",
"snippet": "Signing up for Boost Mobile's $60 per month Unlimited Premium plan saves you $500 on the iPhone 16E, and the Infinite Access plan for $65 a month saves up to $1,000 on the other models, which will net you the basic iPhone 16, 16 Plus and 16 Pro for free and the 16 Pro Max for less than $6 per month.",
"title": "Best iPhone 16 Deals: Grab a New Phone for Free Thanks to ... - CNET",
"link": "https://www.cnet.com/deals/best-iphone-16-deals/"
},
{
"question": "How much is an iPhone 16 Plus 256GB in the USA?",
"snippet": "BuyFrom $999.00**Pay with Apple Pay or other payment methods.",
"title": "Buy iPhone 16 Plus 256GB Black - Apple",
"link": "https://www.apple.com/shop/buy-iphone/iphone-16/6.7-inch-display-256gb-black-unlocked"
}
],
"relatedSearches": [
{
"query": "Apple iphone 16 plus price official site unlocked"
},
{
"query": "Apple iphone 16 plus price official site usa"
}
]
},
"tool_elapsed_time": 1.5962419509887695
}
}
},
```
### Http 请求直接调用execute 端点
使用http请求的形式向目标服务发送代码执行请求，这里假设工具服务部署在30004上
```
import requests
import time
url = "http://127.0.0.1:30004"
test_code = f"""
from tools import *
link = "https://www2.census.gov/library/publications/2001/demo/p60-214.html"
query = "Does this document mention any towns with 0% poverty rate for 65+ population and the specified income figures?"
result = web_parse_qwen(link, query)
print(result)
"""
headers = {
"Content-Type": "application/json"
}
def code_tool(code:str):
start_time = time.time() # 记录开始时间
payload = {
"code":code
}
resp = requests.post(
f"{url}/execute",
headers=headers,
json=payload
)
# print(resp.json())
print(resp.content)
response = resp.json()
elapsed = time.time() - start_time # 计算总耗时
response['total_time'] = elapsed
response['server_time'] = resp.elapsed.total_seconds()
return response
code_tool(test_code)
print([test_code])
```