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klonetai.py
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klonetai.py
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import requests
import klonet_api
from klonet_api import *
def error_handler(func):
def wrapper(*args, **kwargs):
try:
return func(*args, **kwargs)
except Exception as msg:
print(f"{msg}")
return wrapper
def http_response_handler(response, func=lambda r: r["msg"]):
if response.status_code != 200:
err_msg = f"Request failed with status code {response.status_code}"
return err_msg
else:
data = response.json()
code = data.get("code", 1)
msg = data.get("msg", "Unknown")
if code == 0:
return f"Request failed. Error message: {msg}"
else:
return func(data)
class KlonetAI:
def __init__(self):
self._agent = None
self._backend_host = ""
self._port = 0
self._project = ""
self._user = ""
self._image_manager = None
self._project_manager = None
self._node_manager = None
self._link_manager = None
self._cmd_manager = None
self._logged_in = False
self._topo = Topo()
self._link_config = {}
self.additional_info = {}
@property
def project_name(self):
return self._project
@property
def user(self):
return self._user
@property
def backend_host(self):
return self._backend_host
@property
def port(self):
return self._port
@property
def is_logged_in(self):
return self._logged_in
@property
def is_topo_deployed(self):
response = self.remote_topo
return False if type(response) is str else True
@property
def is_agent_initialized(self):
return self._agent is not None
@property
def images(self):
return self._image_manager.get_images()
@property
def topo(self):
return self._topo
@property
def remote_topo(self):
ip = self._backend_host
port = self._port
project = self._project
user = self._user
url = f"http://{ip}:{port}/re/project/{project}/?user={user}"
response = requests.get(url)
def get_topo(data_json):
project_info = data_json.get("project", {})
topo = project_info.get("topo", "No topo data")
return topo
return http_response_handler(response, get_topo)
@property
def nodes(self):
return self._topo.get_nodes()
@property
def remote_nodes(self):
ip = self._backend_host
port = self._port
project = self._project
user = self._user
url = f"http://{ip}:{port}/re/project/{project}/node/?user={user}"
response = requests.get(url)
def get_node_info(data_json):
node_info = data_json.get("node_info", {})
return node_info
return http_response_handler(response, get_node_info)
@property
def links(self):
return self._topo.get_links()
@property
def remote_links(self):
ip = self._backend_host
port = self._port
project = self._project
user = self._user
url = f"http://{ip}:{port}/re/project/{project}/link/?user={user}"
response = requests.get(url)
def get_link_info(data_json):
link_info = data_json.get("link_info", {})
return link_info
return http_response_handler(response, get_link_info)
def klonet_login(self, project_name, user_name, host_ip, port):
self._project = project_name
self._user = user_name
self._backend_host = host_ip
self._port = port
self._image_manager = ImageManager(self._user, self._backend_host, self._port)
self._project_manager = ProjectManager(self._user, self._backend_host, self._port)
self._node_manager = NodeManager(self._user, self._project, self._backend_host, self._port)
self._link_manager = LinkManager(self._user, self._project, self._backend_host, self._port)
self._cmd_manager = CmdManager(self._user, self._project, self._backend_host, self._port)
self._logged_in = True
def test_klonet_connection(self):
try:
_ = self.images
return True
except (klonet_api.common.errors.HttpStatusError,
requests.exceptions.ConnectionError, AttributeError):
return False
def create_agent(self, agent=None, agent_name="", key="", tools=[],
openai_model="gpt-3.5-turbo-16k", keep_tools=False,
chat_prompt_template="LIKirin/klonetai-prompts",
run_prompt_template="LIKirin/klonetai-prompts"):
if agent:
self._agent = agent
print(f"Connected to Agent {agent.model_name}.")
elif agent_name == "openai":
from agent.openai import KAIOpenAIAgent
from key import OpenAI_API_Key
self._agent = KAIOpenAIAgent(
model=openai_model,
api_key=key or OpenAI_API_Key,
chat_prompt_template=chat_prompt_template,
run_prompt_template=run_prompt_template,
additional_tools=tools
)
print("Connected to OpenAI Agent.")
else:
from agent.huggingface import KAIHfAgent
from key import Huggingface_API_Key
pinned_model = {
"starcoder": "bigcode/starcoder",
"codellama-13b-hf": "codellama/CodeLlama-13b-hf",
"codeLlama-34b-instruct-hf": "codellama/CodeLlama-34b-Instruct-hf",
"phind-codellama-34b-v2": "Phind/Phind-CodeLlama-34B-v2",
}
model_suffix = pinned_model.get(agent_name, "bigcode/starcoder")
url = f"https://api-inference.huggingface.co/models/{model_suffix}"
self._agent = KAIHfAgent(
url,
token=key or Huggingface_API_Key,
chat_prompt_template=chat_prompt_template,
run_prompt_template=run_prompt_template,
additional_tools=tools
)
print(f"Connected to 🤗 Agent: {model_suffix}.")
# Remove unnecessary built-in tools.
if not keep_tools:
self._agent.toolbox.pop("document_qa")
self._agent.toolbox.pop("image_captioner")
self._agent.toolbox.pop("image_qa")
self._agent.toolbox.pop("image_segmenter")
self._agent.toolbox.pop("transcriber")
self._agent.toolbox.pop("text_qa")
self._agent.toolbox.pop("text_classifier")
self._agent.toolbox.pop("text_reader")
self._agent.toolbox.pop("translator")
self._agent.toolbox.pop("image_transformer")
self._agent.toolbox.pop("image_generator")
self._agent.toolbox.pop("video_generator")
# Replace the built-in summarizer with ours.
import tool
self._agent.toolbox["summarizer"] = tool.SummarizeTool()
print(f"All available tools:", list(self._agent.toolbox.keys()))
@property
def toolbox(self):
return self._agent.toolbox
@property
def chat_history(self):
return self._agent.chat_history
@property
def chat_state(self):
return self._agent.chat_state
@error_handler
def new_chat(self):
self._agent.prepare_for_new_chat()
@error_handler
def chat(self, *args, **kwargs):
return self._agent.chat(*args, **kwargs)
@error_handler
def run(self, *args, **kwargs):
return self._agent.run(*args, **kwargs)
@property
def mode(self):
return self._agent.mode
def set_mode(self, mode):
self._agent.set_mode(mode)
def reset_project(self):
self._topo = Topo()
self._link_config.clear()
self._project_manager.destroy(self._project)
def add_node(self, name, image, cpu_limit=None, mem_limit=None, x=0, y=0):
node = self._topo.add_node(
image, name,
resource_limit={"cpu": cpu_limit, "mem": mem_limit},
location={"x": x, "y": y})
return node
def add_node_runtime(self, name, image, cpu_limit=None, mem_limit=None, x=0, y=0):
node = self._node_manager.dynamic_add_node(
name, image,
resource_limit={"cpu": cpu_limit, "mem": mem_limit},
location={"x": x, "y": y}
)
return node
def delete_node_runtime(self, name):
self._node_manager.dynamic_delete_node(name)
def add_link(self, src_node, dst_node, link_name=None, src_ip="", dst_ip=""):
link = self._topo.add_link(
src_node, dst_node, link_name, src_ip, dst_ip)
return link
def add_link_runtime(self, src_node, dst_node, link_name=None, src_ip="", dst_ip=""):
self._link_manager.dynamic_add_link(
link_name, src_node, dst_node, src_ip, dst_ip)
def delete_link_runtime(self, link_name):
self._link_manager.dynamic_delete_link(link_name)
def configure_link(self, config):
link_name = config["link"]
_ = self._link_config.setdefault(link_name, {})
node_name = config["ne"]
src_node = self.links[link_name].source
dst_node = self.links[link_name].target
src_link_config = _.setdefault(src_node, {})
dst_link_config = _.setdefault(dst_node, {})
if node_name == src_node:
src_link_config.update(**config)
dst_link_config.update({"link": link_name, "ne": dst_node})
elif node_name == dst_node:
src_link_config.update({"link": link_name, "ne": src_node})
dst_link_config.update(**config)
else:
raise LinkInconsistentError(f"Node {node_name} is not on link {link_name}.")
src_config_obj = LinkConfiguration(**src_link_config)
dst_config_obj = LinkConfiguration(**dst_link_config)
self._link_manager.config_link(src_config_obj, dst_config_obj)
return src_link_config if node_name == src_node else dst_link_config
def reset_link(self, link_name, clean_cache=False):
self._link_manager.clear_link_configuration(link_name)
if clean_cache: self._link_config.clear()
def query_link(self, link_name, node_name):
ip = self._backend_host
port = self._port
url = f"http://{ip}:{port}/master/linkquery/"
data = {
"user": self._user,
"topo": self._project,
"links": [{
"link": link_name,
"ne": node_name
}]
}
response = requests.post(url, json=data)
def get_link_info(data_json):
return data_json["static"]
return http_response_handler(response, get_link_info)
def deploy(self):
self._project_manager.deploy(self._project, self._topo)
def check_deployed(self):
ip = self._backend_host
port = self._port
user = self._user
project = self._project
url = f"http://{ip}:{port}/master/topo/?user={user}&topo={project}"
response = requests.get(url)
def get_deploy_status(data_json):
return data_json["stat"]
return http_response_handler(response, get_deploy_status)
def execute(self, node_name, command, block="false", timeout=60):
response = self._cmd_manager.exec_cmds_in_nodes({
node_name: [command]
}, block, timeout)
return response
def batch_exec(self, ctns, command, block="false", timeout=60):
url = f"http://{self._backend_host}:{self._port}/master/batch_exec_cmd/"
data = {
"user": self._user,
"topo": self._project,
"ctns": ctns,
"cmd": command,
"block": block,
"cmd_timeout_s": timeout
}
response = requests.post(url, json=data)
def get_exec_result(data_json):
return data_json["exec_results"]
return http_response_handler(response, get_exec_result)
def enable_ssh_service(self, node_name):
return self._node_manager.ssh_service(node_name, True)
def port_mapping(self, node_name, container_port, host_port):
return self._node_manager.modify_port_mapping(
node_name, [container_port, host_port])
def get_port_mapping(self, node_name):
return self._node_manager.get_port_mapping(node_name)
def get_worker_id(self, node_name=None):
return self._node_manager.get_node_worker_ip(node_name)
def deploy_from_config(self, config):
self._topo = Topo(**config)
url = f"http://{self._backend_host}:{self._port}/master/topo/"
data = {
"user": self._user,
"topo": self._project,
"networks": config
}
response = requests.post(url, json=data)
return http_response_handler(response)
def create_template_topo(self, config):
url = f"http://{self._backend_host}:{self._port}/generate"
response = requests.post(url, json=config)
def get_topo_config(data_json):
return data_json["net"]
return http_response_handler(response, get_topo_config)
def config_public_network(self, node_name, turn_on=True):
url = f"http://{self._backend_host}:{self._port}/master/node/network/"
data = {
"user": self._user,
"topo": self._project,
"ne": node_name
}
req_func = requests.post if turn_on else requests.delete
response = req_func(url, json=data)
return http_response_handler(response)
def check_public_network(self, node_name):
ip = self._backend_host
port = self._port
user = self._user
project = self._project
url = f"http://{ip}:{port}/master/node/network/?user={user}&topo={project}&ne={node_name}"
response = requests.get(url)
def get_status(data_json):
return data_json["status"]
return http_response_handler(response, get_status)
def upload_file(self, node_name, src_file, tgt_filepath="/home"):
url = f"http://{self._backend_host}:{self._port}/file/uload/"
data = {
"user": self._user,
"topo": self._project,
"ne_name": node_name,
"file_path": tgt_filepath,
}
files = {"file": open(src_file, "rb") if type(src_file) is str else src_file}
response = requests.post(url, data=data, files=files)
return http_response_handler(response)
def manage_worker(self, worker_ip, delete_worker=False):
url = f"http://{self._backend_host}:{self._port}/master/worker/{worker_ip}/"
data = {"worker_ip": worker_ip}
req_func = requests.delete if delete_worker else requests.post
response = req_func(url, json=data)
return http_response_handler(response)
def check_health(self):
ip = self._backend_host
port = self._port
user = self._user
project = self._project
url = f"http://{ip}:{port}/master/heartbeat_health/?user={user}&project={project}"
response = requests.get(url)
def get_broken_nodes(data_json):
is_broken = data_json["is_broken"]
broken_nodes = data_json["broken_nes"]
return is_broken, broken_nodes
return http_response_handler(response, get_broken_nodes)