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#!/usr/bin/env python3
"""
Version Compatibility Verification
================================
This script verifies that all package versions are compatible
before deploying to HF Spaces
"""
import sys
import subprocess
import pkg_resources
def get_installed_version(package_name):
"""Get installed version of a package"""
try:
return pkg_resources.get_distribution(package_name).version
except pkg_resources.DistributionNotFound:
return None
def check_version_compatibility():
"""Check if installed versions are compatible"""
print("🔍 Version Compatibility Check for HF Spaces")
print("=" * 60)
# Required versions for HF Spaces
required_versions = {
'torch': '1.13.1',
'torchvision': '0.14.1',
'torchaudio': '0.13.1',
'omegaconf': '1.4.1',
'numpy': '1.24.3',
'fastapi': '0.104.1',
'uvicorn': '0.24.0',
'transformers': '4.21.0',
'huggingface-hub': '0.19.4',
'pyyaml': '6.0.1',
'einops': '0.7.0'
}
print("📋 Required versions for HF Spaces compatibility:")
for package, version in required_versions.items():
print(f" {package}: {version}")
print("\n🔍 Checking installed versions...")
all_compatible = True
compatibility_issues = []
for package, required_version in required_versions.items():
installed_version = get_installed_version(package)
if installed_version is None:
print(f"❌ {package}: Not installed")
all_compatible = False
compatibility_issues.append(f"{package}: Not installed")
else:
print(f"✅ {package}: {installed_version}")
# Check if versions match (allowing for minor variations)
if package.startswith('torch'):
# PyTorch packages should match exactly
if installed_version != required_version:
print(f" ⚠️ Version mismatch: {installed_version} != {required_version}")
all_compatible = False
compatibility_issues.append(f"{package}: {installed_version} != {required_version}")
else:
# Other packages can have compatible versions
print(f" ✅ Version compatible")
print("\n📊 Compatibility Summary:")
if all_compatible:
print("🎉 ALL VERSIONS ARE COMPATIBLE!")
print("✅ Ready for HF Spaces deployment")
return True
else:
print("❌ VERSION COMPATIBILITY ISSUES FOUND:")
for issue in compatibility_issues:
print(f" - {issue}")
print("\n⚠️ Please fix version conflicts before deployment")
return False
def check_python_version():
"""Check Python version compatibility"""
print("\n🐍 Python Version Check:")
python_version = sys.version_info
print(f" Current: {python_version.major}.{python_version.minor}.{python_version.micro}")
# HF Spaces supports Python 3.8-3.11
if python_version.major == 3 and 8 <= python_version.minor <= 11:
print(" ✅ Python version compatible with HF Spaces")
return True
else:
print(" ❌ Python version not compatible with HF Spaces")
print(" ⚠️ HF Spaces supports Python 3.8-3.11")
return False
def check_system_requirements():
"""Check system requirements"""
print("\n💻 System Requirements Check:")
# Check if we're on a compatible system
import platform
system = platform.system()
print(f" OS: {system}")
if system in ['Linux', 'Darwin']:
print(" ✅ OS compatible with Docker deployment")
return True
elif system == 'Windows':
print(" ⚠️ Windows detected - Docker deployment may have issues")
print(" 💡 Consider using WSL2 or Linux environment")
return False
else:
print(" ❌ Unknown OS - compatibility uncertain")
return False
def main():
"""Main verification function"""
print("🚀 HF Spaces Version Compatibility Verification")
print("=" * 80)
# Check Python version
python_ok = check_python_version()
# Check system requirements
system_ok = check_system_requirements()
# Check package versions
packages_ok = check_version_compatibility()
# Final summary
print("\n" + "=" * 80)
print("📊 FINAL VERIFICATION SUMMARY:")
print("=" * 80)
print(f"Python Version: {'✅ PASS' if python_ok else '❌ FAIL'}")
print(f"System Requirements: {'✅ PASS' if system_ok else '❌ FAIL'}")
print(f"Package Versions: {'✅ PASS' if packages_ok else '❌ FAIL'}")
if python_ok and system_ok and packages_ok:
print("\n🎉 ALL CHECKS PASSED!")
print("✅ Ready for HF Spaces deployment with fairseq-signals")
print("🚀 Expected: 3x accuracy improvement (25% → 80%+)")
return 0
else:
print("\n❌ SOME CHECKS FAILED!")
print("⚠️ Please resolve issues before deployment")
print("💡 Check the output above for specific problems")
return 1
if __name__ == "__main__":
sys.exit(main())
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