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# -*- coding: utf-8 -*-
# Copyright (c) XiMing Xing. All rights reserved.
# Author: XiMing Xing
import os
import subprocess
import sys
from setuptools import setup, find_packages
from setuptools.command.install import install
from setuptools.command.develop import develop
from setuptools.command.egg_info import egg_info
class CustomInstallCommand(install):
"""Custom installation command to handle dependencies and CUDA setup"""
def run(self):
self.install_dependencies()
install.run(self)
def install_dependencies(self):
try:
self._check_requirements()
self._setup_cuda()
self._install_pytorch()
self._install_python_deps()
self._install_diffvg()
except Exception as e:
print(f"\033[91mError during installation: {str(e)}\033[0m")
sys.exit(1)
def _check_requirements(self):
"""Check system requirements"""
print("\033[92mChecking system requirements...\033[0m")
# Check conda
try:
import conda
except ImportError:
raise RuntimeError("Conda is required. Please install Conda first.")
# Check git
if subprocess.call(['which', 'git'], stdout=subprocess.PIPE) != 0:
raise RuntimeError("Git is required. Please install Git first.")
def _setup_cuda(self):
"""Check CUDA availability"""
print("\033[92mChecking CUDA availability...\033[0m")
try:
subprocess.check_output(['nvidia-smi'])
self.cuda_available = True
print("CUDA is available")
except:
self.cuda_available = False
print("\033[93mCUDA not available. Installing CPU-only version.\033[0m")
def _install_pytorch(self):
"""Install PyTorch and related packages"""
print("\033[92mInstalling PyTorch...\033[0m")
if self.cuda_available:
pytorch_cmd = [
'conda', 'install', '-y',
'pytorch==1.12.1',
'torchvision==0.13.1',
'torchaudio==0.12.1',
'cudatoolkit=11.3',
'-c', 'pytorch'
]
else:
pytorch_cmd = [
'conda', 'install', '-y',
'pytorch==1.12.1',
'torchvision==0.13.1',
'torchaudio==0.12.1',
'cpuonly',
'-c', 'pytorch'
]
subprocess.check_call(pytorch_cmd)
try:
subprocess.check_call([
'conda', 'install', '-y', 'xformers',
'-c', 'xformers'
])
except:
print("\033[93mWarning: Failed to install xformers\033[0m")
def _install_python_deps(self):
"""Install Python dependencies"""
print("\033[92mInstalling Python dependencies...\033[0m")
pip_packages = [
'hydra-core', 'omegaconf',
'freetype-py', 'shapely', 'svgutils',
'opencv-python', 'scikit-image', 'matplotlib', 'visdom', 'wandb', 'beautifulsoup4',
'triton', 'numba',
'numpy', 'scipy', 'scikit-fmm', 'einops', 'timm', 'fairscale==0.4.13',
'accelerate', 'transformers', 'safetensors', 'datasets',
'easydict', 'scikit-learn', 'pytorch_lightning==2.1.0', 'webdataset',
'ftfy', 'regex', 'tqdm',
'diffusers==0.20.2',
'svgwrite', 'svgpathtools', 'cssutils', 'torch-tools'
]
for package in pip_packages:
try:
subprocess.check_call([sys.executable, '-m', 'pip', 'install', package])
except:
print(f"\033[93mWarning: Failed to install {package}\033[0m")
# Install CLIP
try:
subprocess.check_call([
sys.executable, '-m', 'pip', 'install',
'git+https://github.com/openai/CLIP.git'
])
except:
print("\033[93mWarning: Failed to install CLIP\033[0m")
def _install_diffvg(self):
"""Install DiffVG"""
print("\033[92mInstalling DiffVG...\033[0m")
if not os.path.exists('diffvg'):
subprocess.check_call(['git', 'clone', 'https://github.com/BachiLi/diffvg.git'])
os.chdir('diffvg')
subprocess.check_call(['git', 'submodule', 'update', '--init', '--recursive'])
# Install system dependencies on Linux
if sys.platform.startswith('linux'):
try:
subprocess.check_call([
'sudo', 'apt', 'update'
])
subprocess.check_call([
'sudo', 'apt', 'install', '-y',
'cmake', 'ffmpeg', 'build-essential',
'libjpeg-dev', 'libpng-dev', 'libtiff-dev'
])
except:
print("\033[93mWarning: Failed to install system dependencies\033[0m")
# Install conda dependencies
subprocess.check_call(['conda', 'install', '-y', '-c', 'anaconda', 'cmake'])
subprocess.check_call(['conda', 'install', '-y', '-c', 'conda-forge', 'ffmpeg'])
# Build and install DiffVG
subprocess.check_call([sys.executable, 'setup.py', 'install'])
os.chdir('..')
setup(
name="DiffSketcher",
version="0.1.0",
packages=find_packages(),
install_requires=[
# Base dependencies will be handled by custom install command
],
python_requires=">=3.7",
cmdclass={
'install': CustomInstallCommand,
},
# Metadata
author='XiMing Xing',
author_email='ximingxing@gmail.com',
description="DiffSketcher: Text Guided Vector Sketch Synthesis through Latent Diffusion Models",
long_description=open("README.md").read() if os.path.exists("README.md") else "",
long_description_content_type="text/markdown",
keywords="svg, rendering, diffvg",
url='https://github.com/ximinng/DiffSketcher',
classifiers=[
"Development Status :: 3 - Alpha",
"Intended Audience :: Developers",
"Programming Language :: Python :: 3",
"Programming Language :: Python :: 3.7",
"Programming Language :: Python :: 3.8",
"Programming Language :: Python :: 3.9",
"Programming Language :: Python :: 3.10",
],
)
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