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import ast
import requests
from packaging.requirements import Requirement
from packaging.version import Version
def fetch_dependencies_from_setup(file_path):
with open(file_path, "r") as file:
tree = ast.parse(file.read(), filename=file_path)
dependencies = []
for node in ast.walk(tree):
if isinstance(node, ast.Call) and getattr(node.func, "id", None) == "setup":
for keyword in node.keywords:
if keyword.arg == "install_requires":
dependencies = [elt.s for elt in keyword.value.elts]
break
return dependencies
def list_versions(package_name):
url = f"https://pypi.org/pypi/{package_name}/json"
response = requests.get(url)
data = response.json()
versions = data["releases"].keys()
return sorted(versions, key=Version, reverse=True)
def is_major_update(previous, latest):
return Version(latest).major > Version(previous).major
def check_for_major_updates():
setup_file_path = "sdk/ml/azure-ai-ml/setup.py"
deps_list = fetch_dependencies_from_setup(setup_file_path)
deps = [Requirement(line) for line in deps_list if line.strip() and not line.strip().startswith("#")]
with open("updates.txt", "w") as f:
for dep in deps:
all_versions = list_versions(dep.name)
if len(all_versions) > 1 and is_major_update(all_versions[1], all_versions[0]):
f.write(f"{dep.name} {all_versions[0]}\n")
check_for_major_updates()
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