Clean up moved demonstration files from root directory
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#!/usr/bin/env python3
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"""
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REVOLUTIONARY MCP TOOLS DEMONSTRATION
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Live demonstration of our EDA automation platform!
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"""
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import sys
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import time
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from pathlib import Path
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# Add the kicad_mcp module to path
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sys.path.insert(0, str(Path(__file__).parent))
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from kicad_mcp.utils.ipc_client import KiCadIPCClient, check_kicad_availability
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from kicad_mcp.utils.file_utils import get_project_files
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from kicad_mcp.utils.netlist_parser import extract_netlist, analyze_netlist
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from kicad_mcp.tools.validation_tools import validate_project_boundaries
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# Our new demo project
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PROJECT_PATH = "/home/rpm/claude/Demo_PCB_Project/Smart_Sensor_Board.kicad_pro"
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PCB_PATH = "/home/rpm/claude/Demo_PCB_Project/Smart_Sensor_Board.kicad_pcb"
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SCHEMATIC_PATH = "/home/rpm/claude/Demo_PCB_Project/Smart_Sensor_Board.kicad_sch"
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def print_banner(title, emoji="🎯"):
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"""Print an impressive banner."""
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width = 70
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print("\n" + "=" * width)
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print(f"{emoji} {title.center(width - 4)} {emoji}")
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print("=" * width)
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def print_section(title, emoji="🔸"):
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"""Print a section header."""
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print(f"\n{emoji} {title}")
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print("-" * (len(title) + 4))
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def demo_project_analysis():
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"""Demonstrate MCP project analysis tools."""
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print_section("MCP PROJECT ANALYSIS TOOLS", "🔍")
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print("📁 MCP File Discovery:")
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try:
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files = get_project_files(PROJECT_PATH)
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print(f" ✅ Project structure detected:")
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for file_type, file_path in files.items():
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print(f" {file_type}: {Path(file_path).name}")
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print(f"\n🔍 MCP Project Validation:")
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# Note: validate_project_boundaries is async, so we'll simulate results here
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validation_result = {"status": "valid", "files_found": len(files)}
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print(f" ✅ Project validation: {validation_result.get('status', 'unknown')}")
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print(f" 📊 Files validated: {validation_result.get('files_found', 0)}")
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return True
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except Exception as e:
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print(f" ❌ Analysis failed: {e}")
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return False
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def demo_ai_circuit_analysis():
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"""Demonstrate AI-powered circuit analysis."""
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print_section("AI CIRCUIT INTELLIGENCE", "🧠")
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print("🤖 AI Circuit Pattern Recognition:")
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try:
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# Extract and analyze netlist with AI
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netlist_data = extract_netlist(SCHEMATIC_PATH)
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analysis = analyze_netlist(netlist_data)
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print(f" ✅ AI Analysis Results:")
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print(f" Components analyzed: {analysis['component_count']}")
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print(f" Component categories: {len(analysis['component_types'])}")
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print(f" Component types found: {list(analysis['component_types'].keys())[:8]}")
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print(f" Power networks detected: {analysis['power_nets']}")
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print(f" Signal integrity analysis: COMPLETE")
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# Simulate AI suggestions
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print(f"\n🎯 AI Design Recommendations:")
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print(f" 💡 Suggested improvements:")
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print(f" - Add more decoupling capacitors near high-speed ICs")
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print(f" - Consider ground plane optimization for thermal management")
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print(f" - Recommend differential pair routing for high-speed signals")
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print(f" ⚡ AI confidence level: 95%")
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return True
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except Exception as e:
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print(f" ❌ AI analysis failed: {e}")
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return False
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def demo_realtime_manipulation():
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"""Demonstrate real-time KiCad manipulation via IPC."""
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print_section("REAL-TIME BOARD MANIPULATION", "⚡")
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client = KiCadIPCClient()
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try:
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# Check availability first
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availability = check_kicad_availability()
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print(f"🔌 IPC Connection Status:")
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print(f" KiCad IPC API: {'✅ Available' if availability.get('available') else '❌ Unavailable'}")
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if not availability.get('available'):
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print(f" ℹ️ Note: {availability.get('message', 'KiCad not running')}")
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print(f" 📝 To use real-time features: Open KiCad with our Smart_Sensor_Board.kicad_pro")
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return True # Don't fail the demo for this
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# Connect to live KiCad
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if not client.connect():
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print(" ⚠️ KiCad connection not available (KiCad not running)")
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print(" 📝 Demo: Real-time manipulation would show:")
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print(" - Live component position updates")
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print(" - Real-time routing modifications")
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print(" - Interactive design rule checking")
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return True
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# Live board analysis
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board = client._kicad.get_board()
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print(f" ✅ Connected to live board: {board.name}")
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# Real-time component analysis
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footprints = board.get_footprints()
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nets = board.get_nets()
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tracks = board.get_tracks()
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print(f" 📊 Live Board Statistics:")
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print(f" Components: {len(footprints)}")
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print(f" Networks: {len(nets)}")
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print(f" Routed tracks: {len(tracks)}")
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# Demonstrate component categorization
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component_stats = {}
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for fp in footprints:
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try:
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ref = fp.reference_field.text.value
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if ref:
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category = ref[0]
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component_stats[category] = component_stats.get(category, 0) + 1
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except:
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continue
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print(f" 🔧 Component Distribution:")
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for category, count in sorted(component_stats.items()):
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print(f" {category}-type: {count} components")
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print(f" ⚡ Real-time manipulation READY!")
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return True
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except Exception as e:
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print(f" ❌ Real-time manipulation demo failed: {e}")
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return False
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finally:
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client.disconnect()
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def demo_automated_modifications():
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"""Demonstrate automated PCB modifications."""
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print_section("AUTOMATED PCB MODIFICATIONS", "🔄")
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print("🤖 AI-Powered Design Changes:")
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print(" 📝 Simulated Modifications (would execute with live KiCad):")
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print(" 1. ✅ Add bypass capacitors near power pins")
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print(" 2. ✅ Optimize component placement for thermal management")
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print(" 3. ✅ Route high-speed differential pairs")
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print(" 4. ✅ Add test points for critical signals")
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print(" 5. ✅ Update silkscreen with version info")
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print(f"\n🚀 Automated Routing Preparation:")
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print(" 📐 DSN export: READY")
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print(" 🔧 FreeRouting engine: OPERATIONAL")
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print(" ⚡ Routing optimization: CONFIGURED")
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print(" 📥 SES import: READY")
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print(f"\n✅ Automated modifications would complete in ~30 seconds!")
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return True
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def demo_manufacturing_export():
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"""Demonstrate one-click manufacturing file generation."""
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print_section("MANUFACTURING FILE GENERATION", "🏭")
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print("📄 One-Click Manufacturing Export:")
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try:
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import subprocess
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import tempfile
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with tempfile.TemporaryDirectory() as temp_dir:
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output_dir = Path(temp_dir) / "manufacturing"
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output_dir.mkdir()
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print(f" 🔧 Generating production files...")
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# Gerber files
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gerber_cmd = [
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'kicad-cli', 'pcb', 'export', 'gerbers',
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'--output', str(output_dir / 'gerbers'),
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PCB_PATH
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]
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gerber_result = subprocess.run(gerber_cmd, capture_output=True, timeout=15)
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if gerber_result.returncode == 0:
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gerber_files = list((output_dir / 'gerbers').glob('*'))
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print(f" ✅ Gerber files: {len(gerber_files)} layers generated")
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# Drill files
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drill_cmd = [
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'kicad-cli', 'pcb', 'export', 'drill',
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'--output', str(output_dir / 'drill'),
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PCB_PATH
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]
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drill_result = subprocess.run(drill_cmd, capture_output=True, timeout=10)
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if drill_result.returncode == 0:
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print(f" ✅ Drill files: Generated")
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# Position files
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pos_cmd = [
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'kicad-cli', 'pcb', 'export', 'pos',
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'--output', str(output_dir / 'positions.csv'),
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'--format', 'csv',
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PCB_PATH
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]
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pos_result = subprocess.run(pos_cmd, capture_output=True, timeout=10)
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if pos_result.returncode == 0:
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print(f" ✅ Pick & place: positions.csv generated")
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# BOM
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bom_cmd = [
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'kicad-cli', 'sch', 'export', 'bom',
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'--output', str(output_dir / 'bom.csv'),
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SCHEMATIC_PATH
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]
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bom_result = subprocess.run(bom_cmd, capture_output=True, timeout=10)
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if bom_result.returncode == 0:
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print(f" ✅ BOM: Component list generated")
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print(f" 🎯 COMPLETE! Production-ready files generated in seconds!")
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print(f" 🏭 Ready for: PCB fabrication, component assembly, quality control")
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return True
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except Exception as e:
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print(f" ❌ Manufacturing export failed: {e}")
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return False
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def main():
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"""Run the complete MCP tools demonstration."""
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print_banner("REVOLUTIONARY MCP TOOLS DEMONSTRATION", "🚀")
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print("Smart Sensor Board Project - Live EDA Automation")
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print("Showcasing the world's most advanced KiCad integration!")
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start_time = time.time()
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# Run demonstrations
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results = {
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"project_analysis": demo_project_analysis(),
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"ai_circuit_analysis": demo_ai_circuit_analysis(),
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"realtime_manipulation": demo_realtime_manipulation(),
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"automated_modifications": demo_automated_modifications(),
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"manufacturing_export": demo_manufacturing_export()
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}
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total_time = time.time() - start_time
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# Results summary
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print_banner("MCP TOOLS DEMONSTRATION COMPLETE", "🎉")
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passed_demos = sum(results.values())
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total_demos = len(results)
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print(f"📊 Demo Results: {passed_demos}/{total_demos} demonstrations successful")
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print(f"⏱️ Total execution time: {total_time:.2f}s")
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print(f"\n🎯 Capability Showcase:")
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for demo_name, success in results.items():
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status = "✅ SUCCESS" if success else "❌ ISSUE"
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demo_title = demo_name.replace('_', ' ').title()
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print(f" {status} {demo_title}")
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if passed_demos == total_demos:
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print_banner("🏆 REVOLUTIONARY PLATFORM PROVEN! 🏆", "🎉")
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print("✨ All MCP tools working flawlessly!")
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print("🚀 Complete EDA automation demonstrated!")
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print("⚡ From concept to production in minutes!")
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print("🔥 THE FUTURE OF PCB DESIGN IS HERE!")
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elif passed_demos >= 4:
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print_banner("🚀 OUTSTANDING SUCCESS! 🚀", "🌟")
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print("💪 Advanced EDA automation capabilities confirmed!")
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print("⚡ Revolutionary PCB workflow operational!")
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else:
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print_banner("✅ SOLID FOUNDATION! ✅", "🛠️")
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print("🔧 Core MCP functionality demonstrated!")
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return passed_demos >= 4
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if __name__ == "__main__":
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success = main()
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sys.exit(0 if success else 1)
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@ -1,389 +0,0 @@
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#!/usr/bin/env python3
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"""
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ULTIMATE COMPREHENSIVE DEMONSTRATION
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Revolutionary KiCad MCP Server - Complete EDA Automation Platform
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This is the definitive test that proves our platform can handle
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complete design-to-manufacturing workflows with AI intelligence.
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"""
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import sys
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import time
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from pathlib import Path
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from datetime import datetime
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# Add the kicad_mcp module to path
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sys.path.insert(0, str(Path(__file__).parent))
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from kicad_mcp.utils.ipc_client import KiCadIPCClient
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from kicad_mcp.utils.freerouting_engine import check_routing_prerequisites
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from kicad_mcp.utils.file_utils import get_project_files
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from kicad_mcp.utils.netlist_parser import extract_netlist, analyze_netlist
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from kicad_mcp.server import create_server
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# Test project
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PROJECT_PATH = "/home/rpm/claude/MLX90640-Thermal-Camera/PCB/Thermal_Camera.kicad_pro"
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def print_banner(title, emoji="🎯"):
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"""Print an impressive banner."""
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width = 70
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print("\n" + "=" * width)
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print(f"{emoji} {title.center(width - 4)} {emoji}")
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print("=" * width)
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def print_section(title, emoji="🔸"):
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"""Print a section header."""
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print(f"\n{emoji} {title}")
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print("-" * (len(title) + 4))
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def comprehensive_project_analysis():
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"""Comprehensive project analysis demonstrating all capabilities."""
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print_section("COMPREHENSIVE PROJECT ANALYSIS", "🔍")
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results = {}
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start_time = time.time()
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# 1. File-based Analysis
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print("📁 File System Analysis:")
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try:
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files = get_project_files(PROJECT_PATH)
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print(f" ✅ Project files: {list(files.keys())}")
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results['file_analysis'] = True
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except Exception as e:
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print(f" ❌ File analysis: {e}")
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results['file_analysis'] = False
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# 2. Circuit Pattern Analysis
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print("\n🧠 AI Circuit Intelligence:")
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try:
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schematic_path = files.get('schematic') if 'files' in locals() else None
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if schematic_path:
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netlist_data = extract_netlist(schematic_path)
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analysis = analyze_netlist(netlist_data)
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print(f" ✅ Components analyzed: {analysis['component_count']}")
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print(f" ✅ Component types: {len(analysis['component_types'])}")
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print(f" ✅ Power networks: {analysis['power_nets']}")
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print(f" ✅ AI pattern recognition: OPERATIONAL")
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results['ai_analysis'] = True
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else:
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results['ai_analysis'] = False
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except Exception as e:
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print(f" ❌ AI analysis: {e}")
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results['ai_analysis'] = False
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analysis_time = time.time() - start_time
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print(f"\n⏱️ Analysis completed in {analysis_time:.2f}s")
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return results
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def realtime_board_manipulation():
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"""Demonstrate real-time board manipulation capabilities."""
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print_section("REAL-TIME BOARD MANIPULATION", "⚡")
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results = {}
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client = KiCadIPCClient()
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try:
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# Connect to live KiCad
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start_time = time.time()
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if not client.connect():
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print("❌ KiCad connection failed")
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return {'connection': False}
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connection_time = time.time() - start_time
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print(f"🔌 Connected to KiCad in {connection_time:.3f}s")
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# Get live board data
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board = client._kicad.get_board()
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print(f"📟 Live board: {board.name}")
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print(f"📍 Project: {board.document.project.name}")
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# Component analysis
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start_time = time.time()
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footprints = board.get_footprints()
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# Advanced component categorization
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component_stats = {}
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position_data = []
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for fp in footprints:
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try:
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ref = fp.reference_field.text.value
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value = fp.value_field.text.value
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pos = fp.position
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if ref:
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category = ref[0]
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component_stats[category] = component_stats.get(category, 0) + 1
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position_data.append({
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'ref': ref,
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'x': pos.x / 1000000, # Convert to mm
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'y': pos.y / 1000000,
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'value': value
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})
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except:
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continue
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analysis_time = time.time() - start_time
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print(f"⚙️ Live Component Analysis ({analysis_time:.3f}s):")
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print(f" 📊 Total components: {len(footprints)}")
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print(f" 📈 Categories: {len(component_stats)}")
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for cat, count in sorted(component_stats.items()):
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print(f" {cat}: {count} components")
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# Network topology analysis
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nets = board.get_nets()
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power_nets = [net for net in nets if net.name and any(net.name.startswith(p) for p in ['+', 'VCC', 'VDD', 'GND'])]
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signal_nets = [net for net in nets if net.name and net.name not in [n.name for n in power_nets]]
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print(f" 🌐 Network topology: {len(nets)} total nets")
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print(f" Power: {len(power_nets)} | Signal: {len(signal_nets)}")
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# Routing analysis
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tracks = board.get_tracks()
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vias = board.get_vias()
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print(f" 🛤️ Routing status: {len(tracks)} tracks, {len(vias)} vias")
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results.update({
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'connection': True,
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'component_analysis': True,
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'network_analysis': True,
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'routing_analysis': True,
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'performance': analysis_time < 1.0 # Sub-second analysis
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})
|
||||
|
||||
except Exception as e:
|
||||
print(f"❌ Real-time manipulation error: {e}")
|
||||
results['connection'] = False
|
||||
finally:
|
||||
client.disconnect()
|
||||
|
||||
return results
|
||||
|
||||
def automation_pipeline_readiness():
|
||||
"""Demonstrate complete automation pipeline readiness."""
|
||||
print_section("AUTOMATION PIPELINE READINESS", "🤖")
|
||||
|
||||
results = {}
|
||||
|
||||
# Routing automation readiness
|
||||
print("🔧 Routing Automation Status:")
|
||||
try:
|
||||
routing_status = check_routing_prerequisites()
|
||||
components = routing_status.get('components', {})
|
||||
|
||||
all_ready = True
|
||||
for comp_name, comp_info in components.items():
|
||||
available = comp_info.get('available', False)
|
||||
all_ready = all_ready and available
|
||||
icon = "✅" if available else "❌"
|
||||
print(f" {icon} {comp_name.replace('_', ' ').title()}: {'Ready' if available else 'Missing'}")
|
||||
|
||||
overall_ready = routing_status.get('overall_ready', False)
|
||||
print(f" 🎯 Overall routing: {'✅ READY' if overall_ready else '⚠️ PARTIAL'}")
|
||||
|
||||
results['routing_automation'] = overall_ready
|
||||
|
||||
except Exception as e:
|
||||
print(f" ❌ Routing check failed: {e}")
|
||||
results['routing_automation'] = False
|
||||
|
||||
# MCP Server readiness
|
||||
print(f"\n🖥️ MCP Server Integration:")
|
||||
try:
|
||||
server = create_server()
|
||||
print(f" ✅ Server creation: {type(server).__name__}")
|
||||
print(f" ✅ Tool registration: Multiple categories")
|
||||
print(f" ✅ Resource exposure: Project/DRC/BOM/Netlist")
|
||||
print(f" ✅ Prompt templates: Design assistance")
|
||||
|
||||
results['mcp_server'] = True
|
||||
|
||||
except Exception as e:
|
||||
print(f" ❌ MCP server issue: {e}")
|
||||
results['mcp_server'] = False
|
||||
|
||||
# Manufacturing pipeline
|
||||
print(f"\n🏭 Manufacturing Pipeline:")
|
||||
try:
|
||||
# Verify KiCad CLI capabilities (quick check)
|
||||
import subprocess
|
||||
result = subprocess.run(['kicad-cli', '--help'],
|
||||
capture_output=True, text=True, timeout=5)
|
||||
if result.returncode == 0:
|
||||
print(f" ✅ Gerber generation: Ready")
|
||||
print(f" ✅ Drill files: Ready")
|
||||
print(f" ✅ Pick & place: Ready")
|
||||
print(f" ✅ BOM export: Ready")
|
||||
print(f" ✅ 3D export: Ready")
|
||||
results['manufacturing'] = True
|
||||
else:
|
||||
results['manufacturing'] = False
|
||||
|
||||
except Exception as e:
|
||||
print(f" ❌ Manufacturing check: {e}")
|
||||
results['manufacturing'] = False
|
||||
|
||||
return results
|
||||
|
||||
def performance_benchmark():
|
||||
"""Run performance benchmarks on key operations."""
|
||||
print_section("PERFORMANCE BENCHMARKS", "🏃")
|
||||
|
||||
benchmarks = {}
|
||||
|
||||
# File analysis benchmark
|
||||
print("📁 File Analysis Benchmark:")
|
||||
start_time = time.time()
|
||||
try:
|
||||
for i in range(5):
|
||||
files = get_project_files(PROJECT_PATH)
|
||||
file_time = (time.time() - start_time) / 5
|
||||
print(f" ⚡ Average file analysis: {file_time*1000:.1f}ms")
|
||||
benchmarks['file_analysis'] = file_time
|
||||
except Exception as e:
|
||||
print(f" ❌ File benchmark failed: {e}")
|
||||
benchmarks['file_analysis'] = float('inf')
|
||||
|
||||
# IPC connection benchmark
|
||||
print(f"\n🔌 IPC Connection Benchmark:")
|
||||
connection_times = []
|
||||
|
||||
for i in range(3):
|
||||
client = KiCadIPCClient()
|
||||
start_time = time.time()
|
||||
try:
|
||||
if client.connect():
|
||||
connection_time = time.time() - start_time
|
||||
connection_times.append(connection_time)
|
||||
client.disconnect()
|
||||
except:
|
||||
pass
|
||||
|
||||
if connection_times:
|
||||
avg_connection = sum(connection_times) / len(connection_times)
|
||||
print(f" ⚡ Average connection: {avg_connection*1000:.1f}ms")
|
||||
benchmarks['ipc_connection'] = avg_connection
|
||||
else:
|
||||
print(f" ❌ Connection benchmark failed")
|
||||
benchmarks['ipc_connection'] = float('inf')
|
||||
|
||||
# Component analysis benchmark
|
||||
print(f"\n⚙️ Component Analysis Benchmark:")
|
||||
client = KiCadIPCClient()
|
||||
try:
|
||||
if client.connect():
|
||||
board = client._kicad.get_board()
|
||||
|
||||
start_time = time.time()
|
||||
footprints = board.get_footprints()
|
||||
|
||||
# Analyze all components
|
||||
for fp in footprints:
|
||||
try:
|
||||
ref = fp.reference_field.text.value
|
||||
pos = fp.position
|
||||
value = fp.value_field.text.value
|
||||
except:
|
||||
continue
|
||||
|
||||
analysis_time = time.time() - start_time
|
||||
print(f" ⚡ Full component analysis: {analysis_time*1000:.1f}ms ({len(footprints)} components)")
|
||||
benchmarks['component_analysis'] = analysis_time
|
||||
|
||||
client.disconnect()
|
||||
except Exception as e:
|
||||
print(f" ❌ Component benchmark failed: {e}")
|
||||
benchmarks['component_analysis'] = float('inf')
|
||||
|
||||
return benchmarks
|
||||
|
||||
def main():
|
||||
"""Run the ultimate comprehensive demonstration."""
|
||||
print_banner("ULTIMATE EDA AUTOMATION PLATFORM", "🏆")
|
||||
print("Revolutionary KiCad MCP Server")
|
||||
print("Complete Design-to-Manufacturing AI Integration")
|
||||
print(f"Test Project: MLX90640 Thermal Camera")
|
||||
print(f"Test Time: {datetime.now().strftime('%Y-%m-%d %H:%M:%S')}")
|
||||
|
||||
# Run comprehensive tests
|
||||
overall_start = time.time()
|
||||
|
||||
analysis_results = comprehensive_project_analysis()
|
||||
realtime_results = realtime_board_manipulation()
|
||||
automation_results = automation_pipeline_readiness()
|
||||
performance_results = performance_benchmark()
|
||||
|
||||
total_time = time.time() - overall_start
|
||||
|
||||
# Final assessment
|
||||
print_banner("ULTIMATE SUCCESS ASSESSMENT", "🎯")
|
||||
|
||||
all_results = {**analysis_results, **realtime_results, **automation_results}
|
||||
passed_tests = sum(all_results.values())
|
||||
total_tests = len(all_results)
|
||||
|
||||
print(f"📊 Test Results: {passed_tests}/{total_tests} capabilities confirmed")
|
||||
print(f"⏱️ Total execution time: {total_time:.2f}s")
|
||||
|
||||
# Detailed results
|
||||
print(f"\n🔍 Capability Analysis:")
|
||||
for category, results in [
|
||||
("Project Analysis", analysis_results),
|
||||
("Real-time Manipulation", realtime_results),
|
||||
("Automation Pipeline", automation_results)
|
||||
]:
|
||||
category_passed = sum(results.values())
|
||||
category_total = len(results)
|
||||
status = "✅" if category_passed == category_total else "⚠️" if category_passed > 0 else "❌"
|
||||
print(f" {status} {category}: {category_passed}/{category_total}")
|
||||
|
||||
# Performance assessment
|
||||
print(f"\n⚡ Performance Analysis:")
|
||||
for metric, time_val in performance_results.items():
|
||||
if time_val != float('inf'):
|
||||
if time_val < 0.1:
|
||||
status = "🚀 EXCELLENT"
|
||||
elif time_val < 0.5:
|
||||
status = "✅ GOOD"
|
||||
else:
|
||||
status = "⚠️ ACCEPTABLE"
|
||||
print(f" {status} {metric.replace('_', ' ').title()}: {time_val*1000:.1f}ms")
|
||||
|
||||
# Final verdict
|
||||
success_rate = passed_tests / total_tests
|
||||
|
||||
if success_rate >= 0.95:
|
||||
print_banner("🎉 PERFECTION ACHIEVED! 🎉", "🏆")
|
||||
print("REVOLUTIONARY EDA AUTOMATION PLATFORM IS FULLY OPERATIONAL!")
|
||||
print("✨ Complete design-to-manufacturing AI integration confirmed!")
|
||||
print("🚀 Ready for production use by Claude Code users!")
|
||||
print("🔥 The future of EDA automation is HERE!")
|
||||
|
||||
elif success_rate >= 0.85:
|
||||
print_banner("🚀 OUTSTANDING SUCCESS! 🚀", "🏆")
|
||||
print("ADVANCED EDA AUTOMATION PLATFORM IS OPERATIONAL!")
|
||||
print("⚡ Core capabilities fully confirmed!")
|
||||
print("🔥 Ready for advanced EDA workflows!")
|
||||
|
||||
elif success_rate >= 0.70:
|
||||
print_banner("✅ SOLID SUCCESS! ✅", "🎯")
|
||||
print("EDA AUTOMATION PLATFORM IS FUNCTIONAL!")
|
||||
print("💪 Strong foundation for EDA automation!")
|
||||
|
||||
else:
|
||||
print_banner("🔧 DEVELOPMENT SUCCESS! 🔧", "🛠️")
|
||||
print("EDA PLATFORM FOUNDATION IS ESTABLISHED!")
|
||||
print("📈 Ready for continued development!")
|
||||
|
||||
print(f"\n📈 Platform Readiness: {success_rate*100:.1f}%")
|
||||
|
||||
return success_rate >= 0.8
|
||||
|
||||
if __name__ == "__main__":
|
||||
success = main()
|
||||
sys.exit(0 if success else 1)
|
||||
Loading…
x
Reference in New Issue
Block a user