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Check_Packages.py
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Check_Packages.py
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import subprocess
import sys
import pkg_resources
def check_and_install_pip_packages(required_packages):
for package in required_packages:
try:
# Check if package is installed; this will throw an exception if not
pkg_resources.require(package)
except pkg_resources.DistributionNotFound:
print(f"{package} not found, installing...")
install_with_pip(package)
except pkg_resources.VersionConflict:
pass # Here, you could handle a version conflict or simply ignore it
def install_with_pip(package):
subprocess.check_call([sys.executable, "-m", "pip", "install", package])
def upgrade_with_pip(package):
subprocess.check_call([sys.executable, "-m", "pip", "install", "--upgrade", package])
def install_with_apt_get(package):
subprocess.check_call(["sudo", "apt-get", "install", "-y", package])
# List of required pip packages, now including matplotlib and scikit-plot explicitly
required_pip_packages = [
"graphviz",
"matplotlib", # Now explicitly listed for installation
"numpy",
"pandas",
"joblib",
"configparser",
"scikit-learn",
"scipy==1.11.4",
"rpy2==3.5.15",
"cffi",
"scikit-plot" # Added scikit-plot
]
# Upgrade pip before installing the packages
upgrade_with_pip("pip")
# Check and install required pip packages
check_and_install_pip_packages(required_pip_packages)
# Upgrade cffi and setuptools, and install wheel
upgrade_with_pip("cffi setuptools wheel")
# Install system-level dependency
install_with_apt_get("libffi-dev")
print("Installation of specified Python packages and system-level libraries is complete.")