#!/usr/bin/env python3 import os import re import requests import time import pkg_resources # List of Python built-in modules BUILTIN_MODULES = { 'abc', 'aifc', 'argparse', 'array', 'ast', 'asynchat', 'asyncio', 'asyncore', 'atexit', 'audioop', 'base64', 'bdb', 'binascii', 'binhex', 'bisect', 'builtins', 'bz2', 'calendar', 'cgi', 'cgitb', 'chunk', 'cmath', 'cmd', 'code', 'codecs', 'codeop', 'collections', 'colorsys', 'compileall', 'concurrent', 'configparser', 'contextlib', 'copy', 'copyreg', 'crypt', 'csv', 'ctypes', 'curses', 'dataclasses', 'datetime', 'dbm', 'decimal', 'difflib', 'dis', 'distutils', 'doctest', 'dummy_threading', 'email', 'encodings', 'ensurepip', 'enum', 'errno', 'faulthandler', 'fcntl', 'filecmp', 'fileinput', 'fnmatch', 'formatter', 'fractions', 'ftplib', 'functools', 'gc', 'getopt', 'getpass', 'gettext', 'glob', 'gzip', 'hashlib', 'heapq', 'hmac', 'html', 'http', 'imaplib', 'imghdr', 'imp', 'importlib', 'inspect', 'io', 'ipaddress', 'itertools', 'json', 'keyword', 'lib2to3', 'linecache', 'locale', 'logging', 'lzma', 'mailbox', 'mailcap', 'marshal', 'math', 'mimetypes', 'modulefinder', 'multiprocessing', 'netrc', 'nntplib', 'numbers', 'operator', 'optparse', 'os', 'ossaudiodev', 'parser', 'pathlib', 'pdb', 'pickle', 'pickletools', 'pipes', 'pkgutil', 'platform', 'plistlib', 'poplib', 'posix', 'pprint', 'profile', 'pstats', 'pty', 'pwd', 'py_compile', 'pyclbr', 'pydoc', 'queue', 'quopri', 'random', 're', 'readline', 'reprlib', 'resource', 'rlcompleter', 'runpy', 'sched', 'secrets', 'select', 'selectors', 'shelve', 'shlex', 'shutil', 'signal', 'site', 'smtpd', 'smtplib', 'sndhdr', 'socket', 'socketserver', 'spwd', 'sqlite3', 'ssl', 'stat', 'statistics', 'string', 'stringprep', 'struct', 'subprocess', 'sunau', 'symtable', 'sys', 'sysconfig', 'syslog', 'tabnanny', 'tarfile', 'telnetlib', 'tempfile', 'termios', 'test', 'textwrap', 'threading', 'time', 'timeit', 'token', 'tokenize', 'trace', 'traceback', 'tracemalloc', 'tty', 'turtle', 'types', 'typing', 'unicodedata', 'unittest', 'urllib', 'uu', 'uuid', 'venv', 'warnings', 'wave', 'weakref', 'webbrowser', 'xdrlib', 'xml', 'xmlrpc', 'zipapp', 'zipfile', 'zipimport', 'zlib' } # Known corrections for PyPI package names KNOWN_CORRECTIONS = { 'dateutil': 'python-dateutil', 'dotenv': 'python-dotenv', 'docx': 'python-docx', 'tesseract': 'pytesseract', 'magic': 'python-magic', 'multipart': 'python-multipart', 'newspaper': 'newspaper3k', 'srtm': 'elevation', 'yaml': 'pyyaml', 'zoneinfo': 'backports.zoneinfo' } # List of generic names to exclude EXCLUDED_NAMES = {'models', 'data', 'convert', 'example', 'tests'} def find_imports(root_dir): imports_by_file = {} for dirpath, _, filenames in os.walk(root_dir): for filename in filenames: if filename.endswith('.py'): filepath = os.path.join(dirpath, filename) with open(filepath, 'r') as file: import_lines = [] for line in file: line = line.strip() if line.startswith(('import ', 'from ')) and not line.startswith('#'): import_lines.append(line) imports_by_file[filepath] = import_lines return imports_by_file def process_import_lines(import_lines): processed_lines = set() # Use a set to remove duplicates for line in import_lines: # Handle 'import xyz' and 'import abc, def, geh' if line.startswith('import '): modules = line.replace('import ', '').split(',') for mod in modules: mod = re.sub(r'\s+as\s+\w+', '', mod).split('.')[0].strip() if mod and not mod.isupper() and mod not in EXCLUDED_NAMES: processed_lines.add(mod) # Handle 'from abc import def, geh' elif line.startswith('from '): mod = line.split(' ')[1].split('.')[0].strip() if mod and not mod.isupper() and mod not in EXCLUDED_NAMES: processed_lines.add(mod) return processed_lines def check_pypi_availability(libraries): available = set() unavailable = set() for lib in libraries: if lib in BUILTIN_MODULES: # Skip built-in modules continue corrected_lib = KNOWN_CORRECTIONS.get(lib, lib) try: if check_library_on_pypi(corrected_lib): available.add(corrected_lib) else: unavailable.add(corrected_lib) except requests.exceptions.RequestException: print(f"Warning: Unable to check {corrected_lib} on PyPI due to network error.") unavailable.add(corrected_lib) return available, unavailable def check_library_on_pypi(library): max_retries = 3 for attempt in range(max_retries): try: response = requests.get(f"https://pypi.org/pypi/{library}/json", timeout=5) return response.status_code == 200 except requests.exceptions.RequestException: if attempt < max_retries - 1: time.sleep(1) # Wait for 1 second before retrying else: raise def save_to_requirements_file(available, output_file='requirements.txt'): existing_requirements = set() if os.path.isfile(output_file): with open(output_file, 'r') as file: existing_requirements = set(line.strip() for line in file) with open(output_file, 'a') as file: for pkg in sorted(available - existing_requirements): print(f"Adding to requirements.txt: {pkg}") file.write(pkg + '\n') def save_to_missing_file(unavailable, output_file='missing-packages.txt'): existing_missing = set() if os.path.isfile(output_file): with open(output_file, 'r') as file: existing_missing = set(line.strip() for line in file) with open(output_file, 'a') as file: for pkg in sorted(unavailable - existing_missing): print(f"Adding to missing-packages.txt: {pkg}") file.write(pkg + '\n') if __name__ == "__main__": root_dir = os.getcwd() # Get the current working directory imports_by_file = find_imports(root_dir) for filepath, import_lines in imports_by_file.items(): print(f"# Processing {filepath}") processed_lines = process_import_lines(import_lines) available, unavailable = check_pypi_availability(processed_lines) save_to_requirements_file(available) save_to_missing_file(unavailable) print(f"Processed import statements have been saved to requirements.txt and missing-packages.txt")