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| 1 | +# Copyright (c) 2025 Beijing Volcano Engine Technology Co., Ltd. and/or its affiliates. |
| 2 | +# |
| 3 | +# Licensed under the Apache License, Version 2.0 (the "License"); |
| 4 | +# you may not use this file except in compliance with the License. |
| 5 | +# You may obtain a copy of the License at |
| 6 | +# |
| 7 | +# http://www.apache.org/licenses/LICENSE-2.0 |
| 8 | +# |
| 9 | +# Unless required by applicable law or agreed to in writing, software |
| 10 | +# distributed under the License is distributed on an "AS IS" BASIS, |
| 11 | +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. |
| 12 | +# See the License for the specific language governing permissions and |
| 13 | +# limitations under the License. |
| 14 | + |
| 15 | +from __future__ import annotations |
| 16 | + |
| 17 | +import importlib.util |
| 18 | +import os |
| 19 | +import shutil |
| 20 | +import sys |
| 21 | +from importlib.util import module_from_spec, spec_from_file_location |
| 22 | +from pathlib import Path |
| 23 | + |
| 24 | +import typer |
| 25 | +import uvicorn |
| 26 | + |
| 27 | +from veadk.utils.logger import get_logger |
| 28 | +from veadk.version import VERSION |
| 29 | + |
| 30 | +logger = get_logger(__name__) |
| 31 | + |
| 32 | +app = typer.Typer(name="vego") |
| 33 | + |
| 34 | + |
| 35 | +def set_variable_in_file(file_path: str, setting_values: dict): |
| 36 | + import ast |
| 37 | + |
| 38 | + with open(file_path, "r", encoding="utf-8") as f: |
| 39 | + source_code = f.read() |
| 40 | + |
| 41 | + tree = ast.parse(source_code) |
| 42 | + |
| 43 | + class VariableTransformer(ast.NodeTransformer): |
| 44 | + def visit_Assign(self, node: ast.Assign): |
| 45 | + for target in node.targets: |
| 46 | + if isinstance(target, ast.Name) and target.id in setting_values: |
| 47 | + node.value = ast.Constant(value=setting_values[target.id]) |
| 48 | + return node |
| 49 | + |
| 50 | + transformer = VariableTransformer() |
| 51 | + new_tree = transformer.visit(tree) |
| 52 | + ast.fix_missing_locations(new_tree) |
| 53 | + new_source_code = ast.unparse(new_tree) |
| 54 | + |
| 55 | + with open(file_path, "w", encoding="utf-8") as f: |
| 56 | + f.write(new_source_code) |
| 57 | + |
| 58 | + print("Your project has beed created.") |
| 59 | + |
| 60 | + |
| 61 | +@app.command() |
| 62 | +def init(): |
| 63 | + """Init a veadk project that can be deployed to Volcengine VeFaaS.""" |
| 64 | + from rich.prompt import Confirm, Prompt |
| 65 | + |
| 66 | + cwd = Path.cwd() |
| 67 | + template_dir = Path(__file__).parent.resolve() / "services" / "vefaas" / "template" |
| 68 | + |
| 69 | + local_dir_name = Prompt.ask("Local directory name", default="veadk-cloud-proj") |
| 70 | + |
| 71 | + target_dir = cwd / local_dir_name |
| 72 | + |
| 73 | + if target_dir.exists(): |
| 74 | + response = Confirm.ask( |
| 75 | + f"Target directory '{target_dir}' already exists, do you want to overwrite it?: " |
| 76 | + ) |
| 77 | + if not response: |
| 78 | + print("Operation cancelled.") |
| 79 | + return |
| 80 | + else: |
| 81 | + shutil.rmtree(target_dir) |
| 82 | + print(f"Deleted existing directory: {target_dir}") |
| 83 | + |
| 84 | + vefaas_application_name = Prompt.ask( |
| 85 | + "Volcengine FaaS application name", default="veadk-cloud-agent" |
| 86 | + ) |
| 87 | + |
| 88 | + gateway_name = Prompt.ask( |
| 89 | + "Volcengine gateway instance name", default="", show_default=True |
| 90 | + ) |
| 91 | + |
| 92 | + gateway_service_name = Prompt.ask( |
| 93 | + "Volcengine gateway service name", default="", show_default=True |
| 94 | + ) |
| 95 | + |
| 96 | + gateway_upstream_name = Prompt.ask( |
| 97 | + "Volcengine gateway upstream name", default="", show_default=True |
| 98 | + ) |
| 99 | + |
| 100 | + deploy_mode_options = { |
| 101 | + "1": "A2A/MCP Server", |
| 102 | + "2": "VeADK Studio", |
| 103 | + "3": "VeADK Web / Google ADK Web", |
| 104 | + } |
| 105 | + |
| 106 | + deploy_mode = Prompt.ask( |
| 107 | + """Choose your deploy mode: |
| 108 | +1. A2A/MCP Server |
| 109 | +2. VeADK Studio |
| 110 | +3. VeADK Web / Google ADK Web |
| 111 | +""", |
| 112 | + default="1", |
| 113 | + ) |
| 114 | + |
| 115 | + if deploy_mode in deploy_mode_options: |
| 116 | + deploy_mode = deploy_mode_options[deploy_mode] |
| 117 | + else: |
| 118 | + print("Invalid deploy mode, set default to A2A Server") |
| 119 | + deploy_mode = deploy_mode_options["1"] |
| 120 | + |
| 121 | + setting_values = { |
| 122 | + "VEFAAS_APPLICATION_NAME": vefaas_application_name, |
| 123 | + "GATEWAY_NAME": gateway_name, |
| 124 | + "GATEWAY_SERVICE_NAME": gateway_service_name, |
| 125 | + "GATEWAY_UPSTREAM_NAME": gateway_upstream_name, |
| 126 | + "USE_STUDIO": deploy_mode == deploy_mode_options["2"], |
| 127 | + "USE_ADK_WEB": deploy_mode == deploy_mode_options["3"], |
| 128 | + } |
| 129 | + |
| 130 | + shutil.copytree(template_dir, target_dir) |
| 131 | + set_variable_in_file(target_dir / "deploy.py", setting_values) |
| 132 | + |
| 133 | + |
| 134 | +@app.command() |
| 135 | +def web( |
| 136 | + session_service_uri: str = typer.Option( |
| 137 | + None, |
| 138 | + "--session_service_uri", |
| 139 | + ), |
| 140 | + host: str = typer.Option( |
| 141 | + "127.0.0.1", |
| 142 | + "--host", |
| 143 | + ), |
| 144 | +): |
| 145 | + from google.adk.memory import in_memory_memory_service |
| 146 | + |
| 147 | + from veadk.memory.long_term_memory import LongTermMemory |
| 148 | + |
| 149 | + in_memory_memory_service.InMemoryMemoryService = LongTermMemory |
| 150 | + |
| 151 | + from google.adk.cli import cli_tools_click |
| 152 | + |
| 153 | + importlib.reload(cli_tools_click) |
| 154 | + agents_dir = os.getcwd() |
| 155 | + if not session_service_uri: |
| 156 | + session_service_uri = "" |
| 157 | + |
| 158 | + cli_tools_click.cli_web.main( |
| 159 | + args=[agents_dir, "--session_service_uri", session_service_uri, "--host", host] |
| 160 | + ) |
| 161 | + |
| 162 | + |
| 163 | +@app.command() |
| 164 | +def studio( |
| 165 | + path: str = typer.Option(".", "--path", help="Project path"), |
| 166 | +): |
| 167 | + from veadk.cli.studio.fast_api import get_fast_api_app |
| 168 | + |
| 169 | + path = Path(path).resolve() |
| 170 | + |
| 171 | + agent_py_path = os.path.join(path, "agent.py") |
| 172 | + if not os.path.exists(agent_py_path): |
| 173 | + raise FileNotFoundError(f"agent.py not found in {path}") |
| 174 | + |
| 175 | + spec = spec_from_file_location("agent", agent_py_path) |
| 176 | + if spec is None: |
| 177 | + raise ImportError(f"Could not load spec for agent from {agent_py_path}") |
| 178 | + |
| 179 | + module = module_from_spec(spec) |
| 180 | + |
| 181 | + try: |
| 182 | + spec.loader.exec_module(module) |
| 183 | + except Exception as e: |
| 184 | + raise ImportError(f"Failed to execute agent.py: {e}") |
| 185 | + |
| 186 | + agent = None |
| 187 | + short_term_memory = None |
| 188 | + try: |
| 189 | + agent = module.agent |
| 190 | + short_term_memory = module.short_term_memory |
| 191 | + except AttributeError as e: |
| 192 | + missing = str(e).split("'")[1] if "'" in str(e) else "unknown" |
| 193 | + raise AttributeError(f"agent.py is missing required variable: {missing}") |
| 194 | + |
| 195 | + app = get_fast_api_app(agent, short_term_memory) |
| 196 | + |
| 197 | + uvicorn.run( |
| 198 | + app, |
| 199 | + host="127.0.0.1", |
| 200 | + port=8000, |
| 201 | + log_level="info", |
| 202 | + loop="asyncio", # for deepeval |
| 203 | + ) |
| 204 | + |
| 205 | + |
| 206 | +@app.command() |
| 207 | +def prompt( |
| 208 | + path: str = typer.Option( |
| 209 | + ..., |
| 210 | + "--path", |
| 211 | + help="Your agent file path. Please ensure that your agent(s) are global variable(s).", |
| 212 | + ), |
| 213 | + feedback: str = typer.Option( |
| 214 | + "", |
| 215 | + "--feedback", |
| 216 | + help="Feedback of prompt from agent evaluation.", |
| 217 | + ), |
| 218 | + api_key: str = typer.Option( |
| 219 | + ..., "--api-key", help="API Key of AgentPilot Platform" |
| 220 | + ), |
| 221 | + model_name: str = typer.Option( |
| 222 | + "doubao-1.5-pro-32k-250115", |
| 223 | + "--model-name", |
| 224 | + help="Model name for prompt optimization", |
| 225 | + ), |
| 226 | +): |
| 227 | + from veadk import Agent |
| 228 | + |
| 229 | + """ |
| 230 | + NOTE(nkfyz): Detecting agents from a file is not fully correct, we will fix this feature asap. |
| 231 | + """ |
| 232 | + module_name = "veadk_agent" |
| 233 | + path = Path(path).resolve() |
| 234 | + logger.info(f"Detect agents in {path}") |
| 235 | + |
| 236 | + spec = importlib.util.spec_from_file_location(module_name, path) |
| 237 | + module = importlib.util.module_from_spec(spec) |
| 238 | + sys.modules[module_name] = module |
| 239 | + spec.loader.exec_module(module) |
| 240 | + globals_in_module = vars(module) # get all global variables in module |
| 241 | + |
| 242 | + agents = [] |
| 243 | + for global_variable_name, global_variable_value in globals_in_module.items(): |
| 244 | + if isinstance(global_variable_value, Agent): |
| 245 | + agent = global_variable_value |
| 246 | + agents.append(agent) |
| 247 | + logger.info(f"Found {len(agents)} agent(s) in {path}") |
| 248 | + |
| 249 | + if len(agents) == 0: |
| 250 | + logger.info( |
| 251 | + "No agent found. Please put your agent definition as a global variable in your agent file." |
| 252 | + ) |
| 253 | + print( |
| 254 | + f"No agent found in {path}. Please put your agent definition as a global variable in your agent file." |
| 255 | + ) |
| 256 | + return |
| 257 | + |
| 258 | + from veadk.cli.services.agentpilot import AgentPilot |
| 259 | + |
| 260 | + ap = AgentPilot(api_key) |
| 261 | + ap.optimize(agents=agents, feedback=feedback, model_name=model_name) |
| 262 | + |
| 263 | + |
| 264 | +@app.command() |
| 265 | +def deploy( |
| 266 | + access_key: str = typer.Option(..., "--access-key", help="Access Key"), |
| 267 | + secret_key: str = typer.Option(..., "--secret-key", help="Secret Key"), |
| 268 | + name: str = typer.Option(..., "--name", help="Deployment name"), |
| 269 | + path: str = typer.Option(".", "--path", help="Project path"), |
| 270 | +): |
| 271 | + from veadk.cli.services.vefaas import VeFaaS |
| 272 | + |
| 273 | + path = Path(path).resolve() |
| 274 | + vefaas = VeFaaS(access_key, secret_key) |
| 275 | + vefaas.deploy(name=name, path=path) |
| 276 | + |
| 277 | + |
| 278 | +@app.command() |
| 279 | +def version(): |
| 280 | + print(f"VeADK {VERSION}") |
| 281 | + |
| 282 | + |
| 283 | +if __name__ == "__main__": |
| 284 | + app() |
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