feat: add advanced dependency resolution and package download tools

- Add DependencyParser for parsing and categorizing package dependencies
- Add DependencyResolver for recursive dependency tree analysis
- Add PackageDownloader for downloading packages with dependencies
- Add resolve_dependencies MCP tool for comprehensive dependency analysis
- Add download_package MCP tool for package collection
- Support Python version filtering and extra dependencies
- Include comprehensive test coverage for new functionality
- Add demonstration script for new features
- Update README with new capabilities and usage examples

Signed-off-by: Hal <hal.long@outlook.com>
This commit is contained in:
longhao 2025-05-27 18:02:45 +08:00 committed by Hal
parent 04c98b26db
commit 6b14ff6da5
9 changed files with 1540 additions and 1 deletions

View file

@ -0,0 +1,179 @@
"""Dependency parsing utilities for PyPI packages."""
import re
from typing import Any, Dict, List, Optional, Set, Tuple
from packaging.requirements import Requirement
from packaging.specifiers import SpecifierSet
from packaging.version import Version
import logging
logger = logging.getLogger(__name__)
class DependencyParser:
"""Parser for Python package dependencies."""
def __init__(self):
self.parsed_cache: Dict[str, List[Requirement]] = {}
def parse_requirements(self, requires_dist: List[str]) -> List[Requirement]:
"""Parse requirements from requires_dist list.
Args:
requires_dist: List of requirement strings from PyPI metadata
Returns:
List of parsed Requirement objects
"""
requirements = []
for req_str in requires_dist or []:
if not req_str or not req_str.strip():
continue
try:
req = Requirement(req_str)
requirements.append(req)
except Exception as e:
logger.warning(f"Failed to parse requirement '{req_str}': {e}")
continue
return requirements
def filter_requirements_by_python_version(
self,
requirements: List[Requirement],
python_version: str
) -> List[Requirement]:
"""Filter requirements based on Python version.
Args:
requirements: List of Requirement objects
python_version: Target Python version (e.g., "3.10")
Returns:
Filtered list of requirements applicable to the Python version
"""
filtered = []
try:
target_version = Version(python_version)
except Exception as e:
logger.warning(f"Invalid Python version '{python_version}': {e}")
return requirements
for req in requirements:
if self._is_requirement_applicable(req, target_version):
filtered.append(req)
return filtered
def _is_requirement_applicable(self, req: Requirement, python_version: Version) -> bool:
"""Check if a requirement is applicable for the given Python version.
Args:
req: Requirement object
python_version: Target Python version
Returns:
True if requirement applies to the Python version
"""
if not req.marker:
return True
# Create environment for marker evaluation
env = {
'python_version': str(python_version),
'python_full_version': str(python_version),
'platform_system': 'Linux', # Default assumption
'platform_machine': 'x86_64', # Default assumption
'implementation_name': 'cpython',
'implementation_version': str(python_version),
}
try:
return req.marker.evaluate(env)
except Exception as e:
logger.warning(f"Failed to evaluate marker for {req}: {e}")
return True # Include by default if evaluation fails
def categorize_dependencies(
self,
requirements: List[Requirement]
) -> Dict[str, List[Requirement]]:
"""Categorize dependencies into runtime, development, and optional groups.
Args:
requirements: List of Requirement objects
Returns:
Dictionary with categorized dependencies
"""
categories = {
'runtime': [],
'development': [],
'optional': {},
'extras': {}
}
for req in requirements:
if not req.marker:
# No marker means it's a runtime dependency
categories['runtime'].append(req)
continue
marker_str = str(req.marker)
# Check for extra dependencies
if 'extra ==' in marker_str:
extra_match = re.search(r'extra\s*==\s*["\']([^"\']+)["\']', marker_str)
if extra_match:
extra_name = extra_match.group(1)
if extra_name not in categories['extras']:
categories['extras'][extra_name] = []
categories['extras'][extra_name].append(req)
continue
# Check for development dependencies
if any(keyword in marker_str.lower() for keyword in ['dev', 'test', 'lint', 'doc']):
categories['development'].append(req)
else:
categories['runtime'].append(req)
return categories
def extract_package_names(self, requirements: List[Requirement]) -> Set[str]:
"""Extract package names from requirements.
Args:
requirements: List of Requirement objects
Returns:
Set of package names
"""
return {req.name.lower() for req in requirements}
def get_version_constraints(self, req: Requirement) -> Dict[str, Any]:
"""Get version constraints from a requirement.
Args:
req: Requirement object
Returns:
Dictionary with version constraint information
"""
if not req.specifier:
return {'constraints': [], 'allows_any': True}
constraints = []
for spec in req.specifier:
constraints.append({
'operator': spec.operator,
'version': str(spec.version)
})
return {
'constraints': constraints,
'allows_any': len(constraints) == 0,
'specifier_str': str(req.specifier)
}

View file

@ -9,10 +9,12 @@ from fastmcp import FastMCP
from .core.exceptions import InvalidPackageNameError, NetworkError, PackageNotFoundError
from .tools import (
check_python_compatibility,
download_package_with_dependencies,
get_compatible_python_versions,
query_package_dependencies,
query_package_info,
query_package_versions,
resolve_package_dependencies,
)
# Configure logging
@ -268,6 +270,143 @@ async def get_package_compatible_python_versions(
}
@mcp.tool()
async def resolve_dependencies(
package_name: str,
python_version: str | None = None,
include_extras: list[str] | None = None,
include_dev: bool = False,
max_depth: int = 5
) -> dict[str, Any]:
"""Resolve all dependencies for a PyPI package recursively.
This tool performs comprehensive dependency resolution for a Python package,
analyzing the complete dependency tree including transitive dependencies.
Args:
package_name: The name of the PyPI package to analyze (e.g., 'pyside2', 'django')
python_version: Target Python version for dependency filtering (e.g., '3.10', '3.11')
include_extras: List of extra dependency groups to include (e.g., ['dev', 'test'])
include_dev: Whether to include development dependencies (default: False)
max_depth: Maximum recursion depth for dependency resolution (default: 5)
Returns:
Dictionary containing comprehensive dependency analysis including:
- Complete dependency tree with all transitive dependencies
- Dependency categorization (runtime, development, extras)
- Package metadata for each dependency
- Summary statistics and analysis
Raises:
InvalidPackageNameError: If package name is empty or invalid
PackageNotFoundError: If package is not found on PyPI
NetworkError: For network-related errors
"""
try:
logger.info(
f"MCP tool: Resolving dependencies for {package_name} "
f"(Python {python_version}, extras: {include_extras})"
)
result = await resolve_package_dependencies(
package_name=package_name,
python_version=python_version,
include_extras=include_extras,
include_dev=include_dev,
max_depth=max_depth
)
logger.info(f"Successfully resolved dependencies for package: {package_name}")
return result
except (InvalidPackageNameError, PackageNotFoundError, NetworkError) as e:
logger.error(f"Error resolving dependencies for {package_name}: {e}")
return {
"error": str(e),
"error_type": type(e).__name__,
"package_name": package_name,
"python_version": python_version,
}
except Exception as e:
logger.error(f"Unexpected error resolving dependencies for {package_name}: {e}")
return {
"error": f"Unexpected error: {e}",
"error_type": "UnexpectedError",
"package_name": package_name,
"python_version": python_version,
}
@mcp.tool()
async def download_package(
package_name: str,
download_dir: str = "./downloads",
python_version: str | None = None,
include_extras: list[str] | None = None,
include_dev: bool = False,
prefer_wheel: bool = True,
verify_checksums: bool = True,
max_depth: int = 5
) -> dict[str, Any]:
"""Download a PyPI package and all its dependencies to local directory.
This tool downloads a Python package and all its dependencies, providing
comprehensive package collection for offline installation or analysis.
Args:
package_name: The name of the PyPI package to download (e.g., 'pyside2', 'requests')
download_dir: Local directory to download packages to (default: './downloads')
python_version: Target Python version for compatibility (e.g., '3.10', '3.11')
include_extras: List of extra dependency groups to include (e.g., ['dev', 'test'])
include_dev: Whether to include development dependencies (default: False)
prefer_wheel: Whether to prefer wheel files over source distributions (default: True)
verify_checksums: Whether to verify downloaded file checksums (default: True)
max_depth: Maximum dependency resolution depth (default: 5)
Returns:
Dictionary containing download results including:
- Download statistics and file information
- Dependency resolution results
- File verification results
- Success/failure summary for each package
Raises:
InvalidPackageNameError: If package name is empty or invalid
PackageNotFoundError: If package is not found on PyPI
NetworkError: For network-related errors
"""
try:
logger.info(
f"MCP tool: Downloading {package_name} and dependencies to {download_dir} "
f"(Python {python_version})"
)
result = await download_package_with_dependencies(
package_name=package_name,
download_dir=download_dir,
python_version=python_version,
include_extras=include_extras,
include_dev=include_dev,
prefer_wheel=prefer_wheel,
verify_checksums=verify_checksums,
max_depth=max_depth
)
logger.info(f"Successfully downloaded {package_name} and dependencies")
return result
except (InvalidPackageNameError, PackageNotFoundError, NetworkError) as e:
logger.error(f"Error downloading {package_name}: {e}")
return {
"error": str(e),
"error_type": type(e).__name__,
"package_name": package_name,
"download_dir": download_dir,
}
except Exception as e:
logger.error(f"Unexpected error downloading {package_name}: {e}")
return {
"error": f"Unexpected error: {e}",
"error_type": "UnexpectedError",
"package_name": package_name,
"download_dir": download_dir,
}
@click.command()
@click.option(
"--log-level",

View file

@ -9,6 +9,8 @@ from .compatibility_check import (
get_compatible_python_versions,
suggest_python_version_for_packages,
)
from .dependency_resolver import resolve_package_dependencies
from .package_downloader import download_package_with_dependencies
from .package_query import (
query_package_dependencies,
query_package_info,
@ -22,4 +24,6 @@ __all__ = [
"check_python_compatibility",
"get_compatible_python_versions",
"suggest_python_version_for_packages",
"resolve_package_dependencies",
"download_package_with_dependencies",
]

View file

@ -0,0 +1,244 @@
"""Dependency resolution tools for PyPI packages."""
import asyncio
import logging
from typing import Any, Dict, List, Optional, Set
from packaging.requirements import Requirement
from ..core import PyPIClient, PyPIError
from ..core.dependency_parser import DependencyParser
from ..core.exceptions import InvalidPackageNameError, NetworkError, PackageNotFoundError
logger = logging.getLogger(__name__)
class DependencyResolver:
"""Resolves package dependencies recursively."""
def __init__(self, max_depth: int = 10):
self.max_depth = max_depth
self.parser = DependencyParser()
self.resolved_cache: Dict[str, Dict[str, Any]] = {}
async def resolve_dependencies(
self,
package_name: str,
python_version: Optional[str] = None,
include_extras: Optional[List[str]] = None,
include_dev: bool = False,
max_depth: Optional[int] = None
) -> Dict[str, Any]:
"""Resolve all dependencies for a package recursively.
Args:
package_name: Name of the package to resolve
python_version: Target Python version (e.g., "3.10")
include_extras: List of extra dependencies to include
include_dev: Whether to include development dependencies
max_depth: Maximum recursion depth (overrides instance default)
Returns:
Dictionary containing resolved dependency tree
"""
if not package_name or not package_name.strip():
raise InvalidPackageNameError(package_name)
max_depth = max_depth or self.max_depth
include_extras = include_extras or []
logger.info(f"Resolving dependencies for {package_name} (Python {python_version})")
# Track visited packages to avoid circular dependencies
visited: Set[str] = set()
dependency_tree = {}
try:
await self._resolve_recursive(
package_name=package_name,
python_version=python_version,
include_extras=include_extras,
include_dev=include_dev,
visited=visited,
dependency_tree=dependency_tree,
current_depth=0,
max_depth=max_depth
)
# Check if main package was resolved
normalized_name = package_name.lower().replace("_", "-")
if normalized_name not in dependency_tree:
raise PackageNotFoundError(f"Package '{package_name}' not found on PyPI")
# Generate summary
summary = self._generate_dependency_summary(dependency_tree)
return {
"package_name": package_name,
"python_version": python_version,
"include_extras": include_extras,
"include_dev": include_dev,
"dependency_tree": dependency_tree,
"summary": summary
}
except PyPIError:
raise
except Exception as e:
logger.error(f"Unexpected error resolving dependencies for {package_name}: {e}")
raise NetworkError(f"Failed to resolve dependencies: {e}", e) from e
async def _resolve_recursive(
self,
package_name: str,
python_version: Optional[str],
include_extras: List[str],
include_dev: bool,
visited: Set[str],
dependency_tree: Dict[str, Any],
current_depth: int,
max_depth: int
) -> None:
"""Recursively resolve dependencies."""
# Normalize package name
normalized_name = package_name.lower().replace("_", "-")
# Check if already visited or max depth reached
if normalized_name in visited or current_depth >= max_depth:
return
visited.add(normalized_name)
try:
# Get package information
async with PyPIClient() as client:
package_data = await client.get_package_info(package_name)
info = package_data.get("info", {})
requires_dist = info.get("requires_dist", []) or []
# Parse requirements
requirements = self.parser.parse_requirements(requires_dist)
# Filter by Python version if specified
if python_version:
requirements = self.parser.filter_requirements_by_python_version(
requirements, python_version
)
# Categorize dependencies
categorized = self.parser.categorize_dependencies(requirements)
# Build dependency info for this package
package_info = {
"name": info.get("name", package_name),
"version": info.get("version", "unknown"),
"requires_python": info.get("requires_python", ""),
"dependencies": {
"runtime": [str(req) for req in categorized["runtime"]],
"development": [str(req) for req in categorized["development"]] if include_dev else [],
"extras": {}
},
"depth": current_depth,
"children": {}
}
# Add requested extras
for extra in include_extras:
if extra in categorized["extras"]:
package_info["dependencies"]["extras"][extra] = [
str(req) for req in categorized["extras"][extra]
]
dependency_tree[normalized_name] = package_info
# Collect all dependencies to resolve
deps_to_resolve = []
deps_to_resolve.extend(categorized["runtime"])
if include_dev:
deps_to_resolve.extend(categorized["development"])
for extra in include_extras:
if extra in categorized["extras"]:
deps_to_resolve.extend(categorized["extras"][extra])
# Resolve child dependencies
for dep_req in deps_to_resolve:
dep_name = dep_req.name
if dep_name.lower() not in visited:
await self._resolve_recursive(
package_name=dep_name,
python_version=python_version,
include_extras=[], # Don't propagate extras to children
include_dev=False, # Don't propagate dev deps to children
visited=visited,
dependency_tree=dependency_tree,
current_depth=current_depth + 1,
max_depth=max_depth
)
# Add to children if resolved
if dep_name.lower() in dependency_tree:
package_info["children"][dep_name.lower()] = dependency_tree[dep_name.lower()]
except PackageNotFoundError:
logger.warning(f"Package {package_name} not found, skipping")
except Exception as e:
logger.error(f"Error resolving {package_name}: {e}")
# Continue with other dependencies
def _generate_dependency_summary(self, dependency_tree: Dict[str, Any]) -> Dict[str, Any]:
"""Generate summary statistics for the dependency tree."""
total_packages = len(dependency_tree)
total_runtime_deps = 0
total_dev_deps = 0
total_extra_deps = 0
max_depth = 0
for package_info in dependency_tree.values():
total_runtime_deps += len(package_info["dependencies"]["runtime"])
total_dev_deps += len(package_info["dependencies"]["development"])
for extra_deps in package_info["dependencies"]["extras"].values():
total_extra_deps += len(extra_deps)
max_depth = max(max_depth, package_info["depth"])
return {
"total_packages": total_packages,
"total_runtime_dependencies": total_runtime_deps,
"total_development_dependencies": total_dev_deps,
"total_extra_dependencies": total_extra_deps,
"max_depth": max_depth,
"package_list": list(dependency_tree.keys())
}
async def resolve_package_dependencies(
package_name: str,
python_version: Optional[str] = None,
include_extras: Optional[List[str]] = None,
include_dev: bool = False,
max_depth: int = 5
) -> Dict[str, Any]:
"""Resolve package dependencies with comprehensive analysis.
Args:
package_name: Name of the package to resolve
python_version: Target Python version (e.g., "3.10")
include_extras: List of extra dependencies to include
include_dev: Whether to include development dependencies
max_depth: Maximum recursion depth
Returns:
Comprehensive dependency resolution results
"""
resolver = DependencyResolver(max_depth=max_depth)
return await resolver.resolve_dependencies(
package_name=package_name,
python_version=python_version,
include_extras=include_extras,
include_dev=include_dev
)

View file

@ -0,0 +1,329 @@
"""Package download tools for PyPI packages."""
import asyncio
import hashlib
import logging
import os
from pathlib import Path
from typing import Any, Dict, List, Optional, Set
from urllib.parse import urlparse
import httpx
from ..core import PyPIClient, PyPIError
from ..core.exceptions import InvalidPackageNameError, NetworkError, PackageNotFoundError
from .dependency_resolver import DependencyResolver
logger = logging.getLogger(__name__)
class PackageDownloader:
"""Downloads PyPI packages and their dependencies."""
def __init__(self, download_dir: str = "./downloads"):
self.download_dir = Path(download_dir)
self.download_dir.mkdir(parents=True, exist_ok=True)
self.resolver = DependencyResolver()
async def download_package_with_dependencies(
self,
package_name: str,
python_version: Optional[str] = None,
include_extras: Optional[List[str]] = None,
include_dev: bool = False,
prefer_wheel: bool = True,
verify_checksums: bool = True,
max_depth: int = 5
) -> Dict[str, Any]:
"""Download a package and all its dependencies.
Args:
package_name: Name of the package to download
python_version: Target Python version (e.g., "3.10")
include_extras: List of extra dependencies to include
include_dev: Whether to include development dependencies
prefer_wheel: Whether to prefer wheel files over source distributions
verify_checksums: Whether to verify file checksums
max_depth: Maximum dependency resolution depth
Returns:
Dictionary containing download results and statistics
"""
if not package_name or not package_name.strip():
raise InvalidPackageNameError(package_name)
logger.info(f"Starting download of {package_name} and dependencies")
try:
# First resolve all dependencies
resolution_result = await self.resolver.resolve_dependencies(
package_name=package_name,
python_version=python_version,
include_extras=include_extras,
include_dev=include_dev,
max_depth=max_depth
)
dependency_tree = resolution_result["dependency_tree"]
# Download all packages
download_results = {}
failed_downloads = []
for pkg_name, pkg_info in dependency_tree.items():
try:
result = await self._download_single_package(
package_name=pkg_info["name"],
version=pkg_info["version"],
python_version=python_version,
prefer_wheel=prefer_wheel,
verify_checksums=verify_checksums
)
download_results[pkg_name] = result
except Exception as e:
logger.error(f"Failed to download {pkg_name}: {e}")
failed_downloads.append({
"package": pkg_name,
"error": str(e)
})
# Generate summary
summary = self._generate_download_summary(download_results, failed_downloads)
return {
"package_name": package_name,
"python_version": python_version,
"download_directory": str(self.download_dir),
"resolution_result": resolution_result,
"download_results": download_results,
"failed_downloads": failed_downloads,
"summary": summary
}
except PyPIError:
raise
except Exception as e:
logger.error(f"Unexpected error downloading {package_name}: {e}")
raise NetworkError(f"Failed to download package: {e}", e) from e
async def _download_single_package(
self,
package_name: str,
version: Optional[str] = None,
python_version: Optional[str] = None,
prefer_wheel: bool = True,
verify_checksums: bool = True
) -> Dict[str, Any]:
"""Download a single package."""
logger.info(f"Downloading {package_name} version {version or 'latest'}")
async with PyPIClient() as client:
package_data = await client.get_package_info(package_name)
info = package_data.get("info", {})
releases = package_data.get("releases", {})
# Determine version to download
target_version = version or info.get("version")
if not target_version or target_version not in releases:
raise PackageNotFoundError(f"Version {target_version} not found for {package_name}")
# Get release files
release_files = releases[target_version]
if not release_files:
raise PackageNotFoundError(f"No files found for {package_name} {target_version}")
# Select best file to download
selected_file = self._select_best_file(
release_files, python_version, prefer_wheel
)
if not selected_file:
raise PackageNotFoundError(f"No suitable file found for {package_name} {target_version}")
# Download the file
download_result = await self._download_file(
selected_file, verify_checksums
)
return {
"package_name": package_name,
"version": target_version,
"file_info": selected_file,
"download_result": download_result
}
def _select_best_file(
self,
release_files: List[Dict[str, Any]],
python_version: Optional[str] = None,
prefer_wheel: bool = True
) -> Optional[Dict[str, Any]]:
"""Select the best file to download from available release files."""
# Separate wheels and source distributions
wheels = [f for f in release_files if f.get("packagetype") == "bdist_wheel"]
sdists = [f for f in release_files if f.get("packagetype") == "sdist"]
# If prefer wheel and wheels available
if prefer_wheel and wheels:
# Try to find compatible wheel
if python_version:
compatible_wheels = self._filter_compatible_wheels(wheels, python_version)
if compatible_wheels:
return compatible_wheels[0]
# Return any wheel if no specific version or no compatible found
return wheels[0]
# Fall back to source distribution
if sdists:
return sdists[0]
# Last resort: any file
return release_files[0] if release_files else None
def _filter_compatible_wheels(
self,
wheels: List[Dict[str, Any]],
python_version: str
) -> List[Dict[str, Any]]:
"""Filter wheels compatible with the specified Python version."""
# Simple compatibility check based on filename
# This is a basic implementation - could be enhanced with proper wheel tag parsing
compatible = []
major_minor = ".".join(python_version.split(".")[:2])
major_minor_nodot = major_minor.replace(".", "")
for wheel in wheels:
filename = wheel.get("filename", "")
# Check for Python version in filename
if (f"py{major_minor_nodot}" in filename or
f"cp{major_minor_nodot}" in filename or
"py3" in filename or
"py2.py3" in filename):
compatible.append(wheel)
return compatible
async def _download_file(
self,
file_info: Dict[str, Any],
verify_checksums: bool = True
) -> Dict[str, Any]:
"""Download a single file."""
url = file_info.get("url")
filename = file_info.get("filename")
expected_md5 = file_info.get("md5_digest")
expected_size = file_info.get("size")
if not url or not filename:
raise ValueError("Invalid file info: missing URL or filename")
# Create package-specific directory
file_path = self.download_dir / filename
logger.info(f"Downloading {filename} from {url}")
async with httpx.AsyncClient() as client:
async with client.stream("GET", url) as response:
response.raise_for_status()
# Download with progress tracking
downloaded_size = 0
md5_hash = hashlib.md5()
with open(file_path, "wb") as f:
async for chunk in response.aiter_bytes(chunk_size=8192):
f.write(chunk)
downloaded_size += len(chunk)
if verify_checksums:
md5_hash.update(chunk)
# Verify download
verification_result = {}
if verify_checksums and expected_md5:
actual_md5 = md5_hash.hexdigest()
verification_result["md5_match"] = actual_md5 == expected_md5
verification_result["expected_md5"] = expected_md5
verification_result["actual_md5"] = actual_md5
if expected_size:
verification_result["size_match"] = downloaded_size == expected_size
verification_result["expected_size"] = expected_size
verification_result["actual_size"] = downloaded_size
return {
"filename": filename,
"file_path": str(file_path),
"downloaded_size": downloaded_size,
"verification": verification_result,
"success": True
}
def _generate_download_summary(
self,
download_results: Dict[str, Any],
failed_downloads: List[Dict[str, Any]]
) -> Dict[str, Any]:
"""Generate download summary statistics."""
successful_downloads = len(download_results)
failed_count = len(failed_downloads)
total_size = sum(
result["download_result"]["downloaded_size"]
for result in download_results.values()
)
return {
"total_packages": successful_downloads + failed_count,
"successful_downloads": successful_downloads,
"failed_downloads": failed_count,
"total_downloaded_size": total_size,
"download_directory": str(self.download_dir),
"success_rate": successful_downloads / (successful_downloads + failed_count) * 100
if (successful_downloads + failed_count) > 0 else 0
}
async def download_package_with_dependencies(
package_name: str,
download_dir: str = "./downloads",
python_version: Optional[str] = None,
include_extras: Optional[List[str]] = None,
include_dev: bool = False,
prefer_wheel: bool = True,
verify_checksums: bool = True,
max_depth: int = 5
) -> Dict[str, Any]:
"""Download a package and its dependencies to local directory.
Args:
package_name: Name of the package to download
download_dir: Directory to download packages to
python_version: Target Python version (e.g., "3.10")
include_extras: List of extra dependencies to include
include_dev: Whether to include development dependencies
prefer_wheel: Whether to prefer wheel files over source distributions
verify_checksums: Whether to verify file checksums
max_depth: Maximum dependency resolution depth
Returns:
Comprehensive download results
"""
downloader = PackageDownloader(download_dir)
return await downloader.download_package_with_dependencies(
package_name=package_name,
python_version=python_version,
include_extras=include_extras,
include_dev=include_dev,
prefer_wheel=prefer_wheel,
verify_checksums=verify_checksums,
max_depth=max_depth
)