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DeepCode
/
deepcode.py
DeepCode
/
deepcode.py
deepcode.py 25.59 KB
一键复制 编辑 原始数据 按行查看 历史
Zongwei9888 提交于 2026年02月09日 14:27 +08:00 . update docker support
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#!/usr/bin/env python3
"""
DeepCode - AI Research Engine Launcher
🧬 Next-Generation AI Research Automation Platform
⚡ Transform research papers into working code automatically
Cross-platform support: Windows, macOS, Linux
"""
import os
import sys
import subprocess
import signal
import platform
import socket
import time
from pathlib import Path
# Global process references for cleanup
_backend_process = None
_frontend_process = None
def get_platform():
"""Get current platform"""
system = platform.system().lower()
if system == "darwin":
return "macos"
elif system == "windows":
return "windows"
else:
return "linux"
def check_dependencies():
"""Check if necessary dependencies are installed for new UI"""
import importlib.util
import shutil
print("🔍 Checking dependencies...")
missing_deps = []
missing_system_deps = []
# Check FastAPI availability (for backend)
if importlib.util.find_spec("fastapi") is not None:
print("✅ FastAPI is installed")
else:
missing_deps.append("fastapi>=0.104.0")
# Check uvicorn availability (for backend server)
if importlib.util.find_spec("uvicorn") is not None:
print("✅ Uvicorn is installed")
else:
missing_deps.append("uvicorn>=0.24.0")
# Check PyYAML availability
if importlib.util.find_spec("yaml") is not None:
print("✅ PyYAML is installed")
else:
missing_deps.append("pyyaml>=6.0")
# Check pydantic-settings availability
if importlib.util.find_spec("pydantic_settings") is not None:
print("✅ Pydantic-settings is installed")
else:
missing_deps.append("pydantic-settings>=2.0.0")
# Check Node.js availability (for frontend)
node_cmd = "node.exe" if get_platform() == "windows" else "node"
if shutil.which(node_cmd) or shutil.which("node"):
try:
result = subprocess.run(
["node", "--version"],
capture_output=True,
text=True,
timeout=5,
shell=(get_platform() == "windows"),
)
if result.returncode == 0:
print(f"✅ Node.js is installed ({result.stdout.strip()})")
except Exception:
missing_system_deps.append("Node.js")
else:
missing_system_deps.append("Node.js")
print("❌ Node.js not found (required for frontend)")
# Check npm availability
npm_cmd = "npm.cmd" if get_platform() == "windows" else "npm"
if shutil.which(npm_cmd) or shutil.which("npm"):
print("✅ npm is available")
else:
missing_system_deps.append("npm")
print("❌ npm not found (required for frontend)")
# Display missing dependencies
if missing_deps or missing_system_deps:
print("\n📋 Dependency Status:")
if missing_deps:
print("❌ Missing Python dependencies:")
for dep in missing_deps:
print(f" - {dep}")
print(f"\nInstall with: pip install {' '.join(missing_deps)}")
if missing_system_deps:
print("\n❌ Missing system dependencies:")
for dep in missing_system_deps:
print(f" - {dep}")
print("\nInstall Node.js:")
print(" - Windows/macOS: https://nodejs.org/")
print(" - macOS: brew install node")
print(" - Ubuntu/Debian: sudo apt-get install nodejs npm")
# Fail if critical dependencies are missing
if missing_deps or missing_system_deps:
return False
else:
print("✅ All dependencies satisfied")
return True
def is_port_in_use(port: int) -> bool:
"""Check if a port is in use (cross-platform)"""
with socket.socket(socket.AF_INET, socket.SOCK_STREAM) as s:
return s.connect_ex(("localhost", port)) == 0
def kill_process_on_port(port: int):
"""Kill process using a specific port (cross-platform)"""
current_platform = get_platform()
try:
if current_platform == "windows":
# Windows: use netstat and taskkill
result = subprocess.run(
f"netstat -ano | findstr :{port}",
capture_output=True,
text=True,
shell=True,
)
if result.stdout:
for line in result.stdout.strip().split("\n"):
parts = line.split()
if len(parts) >= 5:
pid = parts[-1]
if pid.isdigit():
subprocess.run(
f"taskkill /F /PID {pid}",
shell=True,
capture_output=True,
)
print(f" ✓ Killed process on port {port} (PID: {pid})")
else:
# macOS/Linux: use lsof
result = subprocess.run(
f"lsof -ti :{port}", capture_output=True, text=True, shell=True
)
if result.stdout:
pids = result.stdout.strip().split("\n")
for pid in pids:
if pid.isdigit():
os.kill(int(pid), signal.SIGKILL)
print(f" ✓ Killed process on port {port} (PID: {pid})")
except Exception as e:
print(f" ⚠️ Could not kill process on port {port}: {e}")
def cleanup_ports():
"""Clean up ports 8000 and 5173 if in use"""
for port in [8000, 5173]:
if is_port_in_use(port):
print(f"⚠️ Port {port} is in use, cleaning up...")
kill_process_on_port(port)
time.sleep(1)
def install_backend_deps():
"""Install backend dependencies if needed"""
import importlib.util
if importlib.util.find_spec("fastapi") is None:
print("📦 Installing backend dependencies...")
deps = [
"fastapi",
"uvicorn",
"pydantic-settings",
"python-multipart",
"aiofiles",
"websockets",
"pyyaml",
]
subprocess.run(
[sys.executable, "-m", "pip", "install", "-q"] + deps, check=True
)
print("✅ Backend dependencies installed")
def install_frontend_deps(frontend_dir: Path):
"""Install frontend dependencies if needed"""
node_modules = frontend_dir / "node_modules"
if not node_modules.exists():
print("📦 Installing frontend dependencies (first run)...")
npm_cmd = "npm.cmd" if get_platform() == "windows" else "npm"
subprocess.run(
[npm_cmd, "install"],
cwd=frontend_dir,
check=True,
shell=(get_platform() == "windows"),
)
print("✅ Frontend dependencies installed")
def start_backend(backend_dir: Path):
"""Start the backend server"""
global _backend_process
print("🔧 Starting backend server...")
# Use shell=True on Windows for proper command handling
if get_platform() == "windows":
_backend_process = subprocess.Popen(
f'"{sys.executable}" -m uvicorn main:app --host 0.0.0.0 --port 8000 --reload',
cwd=backend_dir,
shell=True,
creationflags=subprocess.CREATE_NEW_PROCESS_GROUP,
)
else:
_backend_process = subprocess.Popen(
[
sys.executable,
"-m",
"uvicorn",
"main:app",
"--host",
"0.0.0.0",
"--port",
"8000",
"--reload",
],
cwd=backend_dir,
start_new_session=True, # Create new process group
)
# Wait for backend to start
time.sleep(2)
if _backend_process.poll() is None:
print("✅ Backend started: http://localhost:8000")
return True
else:
print("❌ Backend failed to start")
return False
def start_frontend(frontend_dir: Path):
"""Start the frontend dev server"""
global _frontend_process
print("🎨 Starting frontend server...")
npm_cmd = "npm.cmd" if get_platform() == "windows" else "npm"
if get_platform() == "windows":
_frontend_process = subprocess.Popen(
f"{npm_cmd} run dev",
cwd=frontend_dir,
shell=True,
creationflags=subprocess.CREATE_NEW_PROCESS_GROUP,
)
else:
_frontend_process = subprocess.Popen(
[npm_cmd, "run", "dev"],
cwd=frontend_dir,
start_new_session=True, # Create new process group
)
# Wait for frontend to start
time.sleep(3)
if _frontend_process.poll() is None:
print("✅ Frontend started: http://localhost:5173")
return True
else:
print("❌ Frontend failed to start")
return False
def cleanup_processes():
"""Clean up running processes"""
global _backend_process, _frontend_process
print("\n🛑 Stopping services...")
for name, proc in [("Backend", _backend_process), ("Frontend", _frontend_process)]:
if proc and proc.poll() is None:
try:
if get_platform() == "windows":
# Windows: use taskkill with /T to kill tree
subprocess.run(
f"taskkill /F /T /PID {proc.pid}",
shell=True,
capture_output=True,
)
else:
# Unix: kill the process group
try:
os.killpg(os.getpgid(proc.pid), signal.SIGTERM)
proc.wait(timeout=5)
except Exception:
os.killpg(os.getpgid(proc.pid), signal.SIGKILL)
print(f" ✓ {name} stopped")
except Exception:
# Fallback: try direct terminate
try:
proc.terminate()
proc.wait(timeout=3)
print(f" ✓ {name} stopped")
except Exception:
try:
proc.kill()
print(f" ✓ {name} killed")
except Exception:
print(f" ⚠️ Could not stop {name}")
# Also clean up any orphaned processes on ports
time.sleep(0.5)
for port in [8000, 5173]:
if is_port_in_use(port):
kill_process_on_port(port)
print("✅ All services stopped")
def cleanup_cache():
"""Clean up Python cache files"""
try:
print("🧹 Cleaning up cache files...")
# Clean up __pycache__ directories
os.system('find . -type d -name "__pycache__" -exec rm -r {} + 2>/dev/null')
# Clean up .pyc files
os.system('find . -name "*.pyc" -delete 2>/dev/null')
print("✅ Cache cleanup completed")
except Exception as e:
print(f"⚠️ Cache cleanup failed: {e}")
def print_banner():
"""Display startup banner"""
banner = """
╔══════════════════════════════════════════════════════════════╗
║ ║
║ 🧬 DeepCode - AI Research Engine ║
║ ║
║ ⚡ NEURAL • AUTONOMOUS • REVOLUTIONARY ⚡ ║
║ ║
║ Transform research papers into working code ║
║ Next-generation AI automation platform ║
║ ║
╚══════════════════════════════════════════════════════════════╝
"""
print(banner)
def launch_classic_ui():
"""Launch classic Streamlit UI"""
import importlib.util
print("🌐 Launching Classic Streamlit UI...")
# Check if Streamlit is installed
if importlib.util.find_spec("streamlit") is None:
print("❌ Streamlit is not installed.")
print("Install with: pip install streamlit")
sys.exit(1)
current_dir = Path(__file__).parent
streamlit_app_path = current_dir / "ui" / "streamlit_app.py"
if not streamlit_app_path.exists():
print(f"❌ Streamlit app not found: {streamlit_app_path}")
sys.exit(1)
print(f"📁 UI App: {streamlit_app_path}")
print("🚀 Launching on http://localhost:8501")
print("=" * 70)
try:
cmd = [
sys.executable,
"-m",
"streamlit",
"run",
str(streamlit_app_path),
"--server.port",
"8501",
"--server.address",
"localhost",
"--browser.gatherUsageStats",
"false",
]
subprocess.run(cmd, check=True)
except KeyboardInterrupt:
print("\n\n🛑 Streamlit server stopped by user")
except Exception as e:
print(f"\n❌ Error: {e}")
sys.exit(1)
def _check_docker_prerequisites():
"""Check Docker prerequisites and config files. Returns (current_dir, compose_file, compose_args)."""
import shutil
current_dir = Path(__file__).parent
compose_file = current_dir / "deepcode_docker" / "docker-compose.yml"
if not compose_file.exists():
print("❌ deepcode_docker/docker-compose.yml not found")
print(" Make sure you are running from the DeepCode project root.")
sys.exit(1)
# Check Docker is installed
if not shutil.which("docker"):
print("❌ Docker not found. Please install Docker Desktop first.")
print(" https://www.docker.com/products/docker-desktop")
sys.exit(1)
# Check Docker daemon is running
result = subprocess.run(["docker", "info"], capture_output=True, text=True)
if result.returncode != 0:
print("❌ Docker is installed but not running.")
print(" Please start Docker Desktop and try again.")
sys.exit(1)
# Check/create secrets file
secrets_file = current_dir / "mcp_agent.secrets.yaml"
if not secrets_file.exists():
example = current_dir / "mcp_agent.secrets.yaml.example"
if example.exists():
print("⚠️ mcp_agent.secrets.yaml not found.")
print(" Creating from template...")
import shutil as sh
sh.copy2(example, secrets_file)
print(f" ✅ Created {secrets_file}")
print("")
print(" ⚠️ Please edit mcp_agent.secrets.yaml and fill in your API keys:")
print(f" {secrets_file}")
print("")
print(
" At least ONE LLM provider key is required (OpenAI/Anthropic/Google)."
)
print(" Then run 'deepcode' again.")
sys.exit(0)
else:
print(
"❌ mcp_agent.secrets.yaml not found. Please create it with your API keys."
)
sys.exit(1)
# Check config file
config_file = current_dir / "mcp_agent.config.yaml"
if not config_file.exists():
print("❌ mcp_agent.config.yaml not found.")
print(" This file should be in the project root.")
sys.exit(1)
# Ensure data directories exist
for d in ["deepcode_lab", "uploads", "logs"]:
(current_dir / d).mkdir(exist_ok=True)
os.chdir(current_dir)
compose_args = ["docker", "compose", "-f", str(compose_file)]
return current_dir, compose_file, compose_args
def launch_docker():
"""Launch DeepCode via Docker"""
current_dir, compose_file, compose_args = _check_docker_prerequisites()
print("🐳 Starting DeepCode with Docker...")
print("=" * 50)
try:
# Check if image exists (auto-build on first run)
result = subprocess.run(
compose_args + ["images", "-q"], capture_output=True, text=True
)
if not result.stdout.strip():
print(
"📦 First run detected — building Docker image (may take a few minutes)..."
)
subprocess.run(compose_args + ["build"], check=True)
# Start (if already running, docker compose will detect and skip)
subprocess.run(compose_args + ["up", "-d"], check=True)
print("")
print("=" * 50)
print("✅ DeepCode is running!")
print("")
print(" 🌐 Open: http://localhost:8000")
print(" 📚 Docs: http://localhost:8000/docs")
print("")
print(" 📋 View logs: docker logs deepcode -f")
print(
" 🛑 Stop: docker compose -f deepcode_docker/docker-compose.yml down"
)
print("=" * 50)
except subprocess.CalledProcessError as e:
print(f"\n❌ Docker failed: {e}")
sys.exit(1)
except KeyboardInterrupt:
print("\n🛑 Cancelled")
def launch_docker_cli():
"""Launch DeepCode CLI inside Docker container"""
current_dir, compose_file, compose_args = _check_docker_prerequisites()
print("🖥️ Starting DeepCode CLI in Docker...")
print("=" * 50)
try:
# Check if image exists (auto-build on first run)
result = subprocess.run(
compose_args + ["images", "-q"], capture_output=True, text=True
)
if not result.stdout.strip():
print(
"📦 First run detected — building Docker image (may take a few minutes)..."
)
subprocess.run(compose_args + ["build"], check=True)
# Run CLI interactively
subprocess.run(
compose_args + ["run", "--rm", "-it", "deepcode", "cli"], check=True
)
except subprocess.CalledProcessError as e:
print(f"\n❌ Docker failed: {e}")
sys.exit(1)
except KeyboardInterrupt:
print("\n🛑 Cancelled")
def launch_paper_test(paper_name: str, fast_mode: bool = False):
"""Launch paper testing mode"""
try:
print("\n🧪 Launching Paper Test Mode")
print(f"📄 Paper: {paper_name}")
print(f"⚡ Fast mode: {'enabled' if fast_mode else 'disabled'}")
print("=" * 60)
# Run the test setup
setup_cmd = [sys.executable, "test_paper.py", paper_name]
if fast_mode:
setup_cmd.append("--fast")
result = subprocess.run(setup_cmd, check=True)
if result.returncode == 0:
print("\n✅ Paper test setup completed successfully!")
print("📁 Files are ready in deepcode_lab/papers/")
print("\n💡 Next steps:")
print(" 1. Install MCP dependencies: pip install -r requirements.txt")
print(
f" 2. Run full pipeline: python -m workflows.paper_test_engine --paper {paper_name}"
+ (" --fast" if fast_mode else "")
)
except subprocess.CalledProcessError as e:
print(f"\n❌ Paper test setup failed: {e}")
sys.exit(1)
except Exception as e:
print(f"\n❌ Unexpected error: {e}")
sys.exit(1)
def main():
"""Main function"""
# Parse command line arguments
if len(sys.argv) > 1:
if sys.argv[1] == "test" and len(sys.argv) >= 3:
# Paper testing mode: python deepcode.py test rice [--fast]
paper_name = sys.argv[2]
fast_mode = "--fast" in sys.argv or "-f" in sys.argv
print_banner()
launch_paper_test(paper_name, fast_mode)
return
elif sys.argv[1] == "--local":
# Launch locally (without Docker) — fall through to local launch below
print_banner()
pass
elif sys.argv[1] == "--docker":
# Explicit Docker launch (same as default)
print_banner()
launch_docker()
return
elif sys.argv[1] == "--cli":
# Launch CLI inside Docker container
print_banner()
launch_docker_cli()
return
elif sys.argv[1] == "--classic":
# Launch classic Streamlit UI
print_banner()
launch_classic_ui()
return
elif sys.argv[1] in ["--help", "-h", "help"]:
print_banner()
print("""
🔧 Usage:
deepcode - Launch via Docker (default, recommended)
deepcode --docker - Same as above (launch via Docker)
deepcode --cli - Launch interactive CLI in Docker
deepcode --local - Launch locally (requires Python + Node.js)
deepcode test <paper> - Test paper reproduction
deepcode test <paper> --fast - Test paper (fast mode)
deepcode --classic - Launch classic Streamlit UI
📄 Examples:
deepcode - Start with Docker (one command)
deepcode --cli - Interactive CLI in Docker
deepcode --local - Start the new UI locally
deepcode test rice - Test RICE paper reproduction
deepcode test rice --fast - Test RICE paper (fast mode)
🌐 New UI Features:
• User-in-Loop interaction
• Real-time progress tracking
• Inline chat interaction
• Modern React-based interface
📁 Available papers:""")
# List available papers
papers_dir = "papers"
if os.path.exists(papers_dir):
for item in os.listdir(papers_dir):
item_path = os.path.join(papers_dir, item)
if os.path.isdir(item_path):
paper_md = os.path.join(item_path, "paper.md")
addendum_md = os.path.join(item_path, "addendum.md")
status = "✅" if os.path.exists(paper_md) else "❌"
addendum_status = "📄" if os.path.exists(addendum_md) else "➖"
print(f" {status}{item}{addendum_status}")
print(
"\n Legend: ✅ = paper.md exists, 📄 = addendum.md exists, ➖ = no addendum"
)
return
else:
# Unknown argument — show help hint
print(f"Unknown option: {sys.argv[1]}")
print("Run 'deepcode --help' for usage information.")
sys.exit(1)
else:
# Default (no arguments) → Docker
print_banner()
launch_docker()
return
# --- Local launch (only reached via --local) ---
# Show platform info
current_platform = get_platform()
print(f"🖥️ Platform: {current_platform.capitalize()}")
# Check dependencies
if not check_dependencies():
print("\n🚨 Please install missing dependencies and try again.")
sys.exit(1)
# Get paths
current_dir = Path(__file__).parent
new_ui_dir = current_dir / "new_ui"
backend_dir = new_ui_dir / "backend"
frontend_dir = new_ui_dir / "frontend"
# Check if new_ui directory exists
if not new_ui_dir.exists():
print(f"❌ New UI directory not found: {new_ui_dir}")
sys.exit(1)
print("\n🚀 Starting DeepCode New UI...")
print("=" * 70)
print("🎨 Frontend: http://localhost:5173")
print("🔧 Backend: http://localhost:8000")
print("📚 API Docs: http://localhost:8000/docs")
print("=" * 70)
print("💡 Tip: Keep this terminal open while using the application")
print("🛑 Press Ctrl+C to stop all services")
print("=" * 70)
try:
# Clean up ports if in use
cleanup_ports()
# Install dependencies if needed
install_backend_deps()
install_frontend_deps(frontend_dir)
# Start services
if not start_backend(backend_dir):
print("❌ Failed to start backend")
sys.exit(1)
if not start_frontend(frontend_dir):
print("❌ Failed to start frontend")
cleanup_processes()
sys.exit(1)
print("\n" + "=" * 70)
print("╔════════════════════════════════════════╗")
print("║ 🎉 DeepCode New UI is running! ║")
print("╠════════════════════════════════════════╣")
print("║ ║")
print("║ 🌐 Frontend: http://localhost:5173 ║")
print("║ 🔧 Backend: http://localhost:8000 ║")
print("║ 📚 API Docs: http://localhost:8000/docs║")
print("║ ║")
print("║ Press Ctrl+C to stop all services ║")
print("╚════════════════════════════════════════╝")
print("=" * 70 + "\n")
# Wait for processes
while True:
# Check if processes are still running
if _backend_process and _backend_process.poll() is not None:
print("⚠️ Backend process exited unexpectedly")
break
if _frontend_process and _frontend_process.poll() is not None:
print("⚠️ Frontend process exited unexpectedly")
break
time.sleep(1)
except KeyboardInterrupt:
print("\n")
except Exception as e:
print(f"\n❌ Unexpected error: {e}")
finally:
cleanup_processes()
cleanup_cache()
print("Thank you for using DeepCode! 🧬")
if __name__ == "__main__":
main()
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"DeepCode: Open Agentic Coding (Paper2Code & Text2Web & Text2Backend)"
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