# Extract two-factor authentication (2FA, TFA) secret keys from export QR codes of "Google Authenticator" app # # Usage: # 1. Export the QR codes from "Google Authenticator" app # 2. Read QR codes with QR code reader (e.g. with a second device) # 3. Save the captured QR codes in a text file. Save each QR code on a new line. (The captured QR codes look like "otpauth-migration://offline?data=...") # 4. Call this script with the file as input: # python extract_otp_secrets.py example_export.txt # # Requirement: # The protobuf package of Google for proto3 is required for running this script. # pip install protobuf # # Optional: # For printing QR codes, the qrcode module is required # pip install qrcode # # Technical background: # The export QR code of "Google Authenticator" contains the URL "otpauth-migration://offline?data=...". # The data parameter is a base64 encoded proto3 message (Google Protocol Buffers). # # Command for regeneration of Python code from proto3 message definition file (only necessary in case of changes of the proto3 message definition): # protoc --python_out=generated_python google_auth.proto # # References: # Proto3 documentation: https://developers.google.com/protocol-buffers/docs/pythontutorial # Template code: https://github.com/beemdevelopment/Aegis/pull/406 # Author: Scito (https://scito.ch) # This program is free software: you can redistribute it and/or modify # it under the terms of the GNU General Public License as published by # the Free Software Foundation, either version 3 of the License, or # (at your option) any later version. # # This program is distributed in the hope that it will be useful, # but WITHOUT ANY WARRANTY; without even the implied warranty of # MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the # GNU General Public License for more details. # # You should have received a copy of the GNU General Public License # along with this program. If not, see . from __future__ import annotations # for compatibility with PYTHON < 3.11 import argparse import base64 import csv import fileinput import json import os import re import sys import urllib.parse as urlparse from enum import Enum from operator import add from typing import Any, List, Optional, TextIO, Tuple, Union # PYTHON < 3.8: compatibility if sys.version_info >= (3, 8): from typing import Final, TypedDict else: from typing_extensions import Final, TypedDict from qrcode import QRCode # type: ignore import protobuf_generated_python.google_auth_pb2 as pb try: import cv2 # type: ignore import numpy try: import pyzbar.pyzbar as zbar # type: ignore from qreader import QReader # type: ignore except ImportError as e: raise SystemExit(f""" ERROR: Cannot import QReader module. This problem is probably due to the missing zbar shared library. On Linux and macOS libzbar0 must be installed. See in README.md for the installation of the libzbar0. Exception: {e}""") # Types # PYTHON > 3.9: Final[tuple[int]] ColorBGR = Tuple[int, int, int] # RGB Color specified as Blue, Green, Red Point = Tuple[int, int] # CV2 camera capture constants FONT: Final[int] = cv2.FONT_HERSHEY_PLAIN FONT_SCALE: Final[int] = 1 FONT_THICKNESS: Final[int] = 1 FONT_LINE_STYLE: Final[int] = cv2.LINE_AA RECT_THICKNESS: Final[int] = 5 # PYTHON <= 3.7: must use () for assignments START_POS_TEXT: Final[Point] = (5, 20) NORMAL_COLOR: Final[ColorBGR] = (255, 0, 255) SUCCESS_COLOR: Final[ColorBGR] = (0, 255, 0) FAILURE_COLOR: Final[ColorBGR] = (0, 0, 255) FONT_DY: Final[Tuple[int, int]] = (0, cv2.getTextSize("M", FONT, FONT_SCALE, FONT_THICKNESS)[0][1] + 5) qreader_available = True except ImportError: qreader_available = False # Workaround for PYTHON < 3.10: Union[int, None] used instead of int | None # Types Args = argparse.Namespace OtpUrl = str # PYTHON > 3.7: Otp = TypedDict('Otp', {'name': str, 'secret': str, 'issuer': str, 'type': str, 'counter': int | None, 'url': OtpUrl}) Otp = TypedDict('Otp', {'name': str, 'secret': str, 'issuer': str, 'type': str, 'counter': Union[int, None], 'url': OtpUrl}) # PYTHON > 3.9: Otps = list[Otp] Otps = List[Otp] # PYTHON > 3.9: OtpUrls = list[OtpUrl] OtpUrls = List[OtpUrl] QRMode = Enum('QRMode', ['QREADER', 'DEEP_QREADER', 'ZBAR', 'CV2', 'WECHAT'], start=0) # Constants CAMERA: Final[str] = 'camera' # Global variable declaration verbose: int = 0 quiet: bool = False def sys_main() -> None: main(sys.argv[1:]) def main(sys_args: list[str]) -> None: # allow to use sys.stdout with with (avoid closing) sys.stdout.close = lambda: None # type: ignore # set encoding to utf-8, needed for Windows try: sys.stdout.reconfigure(encoding='utf-8') # type: ignore except AttributeError: # '_io.StringIO' object has no attribute 'reconfigure' # StringIO in tests do not have all attributes, ignore it pass args = parse_args(sys_args) otps = extract_otps(args) write_csv(args, otps) write_keepass_csv(args, otps) write_json(args, otps) def parse_args(sys_args: list[str]) -> Args: global verbose, quiet description_text = "Extracts one time password (OTP) secret keys from QR codes, e.g. from Google Authenticator app." if qreader_available: description_text += "\nIf no infiles are provided, the QR codes are interactively captured from the camera." example_text = """examples: python extract_otp_secrets.py python extract_otp_secrets.py example_*.txt python extract_otp_secrets.py - < example_export.txt python extract_otp_secrets.py --csv - example_*.png | tail -n+2 python extract_otp_secrets.py = < example_export.png""" arg_parser = argparse.ArgumentParser(formatter_class=lambda prog: argparse.RawTextHelpFormatter(prog, max_help_position=32), description=description_text, epilog=example_text) arg_parser.add_argument('infile', help="""a) file or - for stdin with 'otpauth-migration://...' URLs separated by newlines, lines starting with # are ignored; b) image file containing a QR code or = for stdin for an image containing a QR code""", nargs='*' if qreader_available else '+') if qreader_available: arg_parser.add_argument('--camera', '-C', help='camera number of system (default camera: 0)', default=0, type=int, nargs=1, metavar=('NUMBER')) arg_parser.add_argument('--qr', '-Q', help=f'QR reader (default: {QRMode.ZBAR.name})', type=str, choices=[mode.name for mode in QRMode], default=QRMode.ZBAR.name) arg_parser.add_argument('--json', '-j', help='export json file or - for stdout', metavar=('FILE')) arg_parser.add_argument('--csv', '-c', help='export csv file or - for stdout', metavar=('FILE')) arg_parser.add_argument('--keepass', '-k', help='export totp/hotp csv file(s) for KeePass, - for stdout', metavar=('FILE')) arg_parser.add_argument('--printqr', '-p', help='print QR code(s) as text to the terminal (requires qrcode module)', action='store_true') arg_parser.add_argument('--saveqr', '-s', help='save QR code(s) as images to the given folder (requires qrcode module)', metavar=('DIR')) output_group = arg_parser.add_mutually_exclusive_group() output_group.add_argument('--verbose', '-v', help='verbose output', action='count') output_group.add_argument('--quiet', '-q', help='no stdout output, except output set by -', action='store_true') args = arg_parser.parse_args(sys_args) if args.csv == '-' or args.json == '-' or args.keepass == '-': args.quiet = args.q = True verbose = args.verbose if args.verbose else 0 quiet = True if args.quiet else False if verbose: print(f"QReader installed: {qreader_available}") if qreader_available: if verbose > 1: print(f"CV2 version: {cv2.__version__}") if verbose: print(f"QR reading mode: {args.qr}\n") return args def extract_otps(args: Args) -> Otps: if not args.infile: return extract_otps_from_camera(args) else: return extract_otps_from_files(args) def get_color(new_otps_count: int, otp_url: str) -> ColorBGR: if new_otps_count: return SUCCESS_COLOR else: if otp_url: return FAILURE_COLOR else: return NORMAL_COLOR def extract_otps_from_camera(args: Args) -> Otps: if verbose: print("Capture QR codes from camera") otp_urls: OtpUrls = [] otps: Otps = [] qr_mode = QRMode[args.qr] cam = cv2.VideoCapture(args.camera[0]) window_name = "Extract OTP Secrets: Capture QR Codes from Camera" cv2.namedWindow(window_name, cv2.WINDOW_AUTOSIZE) qreader = QReader() cv2_qr = cv2.QRCodeDetector() cv2_qr_wechat = cv2.wechat_qrcode.WeChatQRCode() while True: success, img = cam.read() new_otps_count = 0 if not success: eprint("ERROR: Failed to capture image") break if qr_mode in [QRMode.QREADER, QRMode.DEEP_QREADER]: bbox, found = qreader.detect(img) if qr_mode == QRMode.DEEP_QREADER: otp_url = qreader.detect_and_decode(img, True) elif qr_mode == QRMode.QREADER: otp_url = qreader.decode(img, bbox) if found else None if otp_url: new_otps_count = extract_otps_from_otp_url(otp_url, otp_urls, otps, args) if found: cv2.rectangle(img, (bbox[0], bbox[1]), (bbox[2], bbox[3]), get_color(new_otps_count, otp_url), RECT_THICKNESS) elif qr_mode == QRMode.ZBAR: for qrcode in zbar.decode(img): otp_url = qrcode.data.decode('utf-8') pts = numpy.array([qrcode.polygon], numpy.int32) pts = pts.reshape((-1, 1, 2)) new_otps_count = extract_otps_from_otp_url(otp_url, otp_urls, otps, args) cv2.polylines(img, [pts], True, get_color(new_otps_count, otp_url), RECT_THICKNESS) elif qr_mode in [QRMode.CV2, QRMode.WECHAT]: if QRMode.CV2: otp_url, raw_pts, _ = cv2_qr.detectAndDecode(img) else: otp_url, raw_pts = cv2_qr_wechat.detectAndDecode(img) if raw_pts is not None: if otp_url: new_otps_count = extract_otps_from_otp_url(otp_url, otp_urls, otps, args) pts = numpy.array([raw_pts], numpy.int32) pts = pts.reshape((-1, 1, 2)) cv2.polylines(img, [pts], True, get_color(new_otps_count, otp_url), RECT_THICKNESS) else: assert False, f"ERROR: Wrong QReader mode {qr_mode.name}" cv2.putText(img, f"Mode: {qr_mode.name} (Hit space to change)", START_POS_TEXT, FONT, FONT_SCALE, NORMAL_COLOR, FONT_THICKNESS, FONT_LINE_STYLE) cv2.putText(img, "Hit ESC to quit", tuple(map(add, START_POS_TEXT, FONT_DY)), FONT, FONT_SCALE, NORMAL_COLOR, FONT_THICKNESS, FONT_LINE_STYLE) window_dim = cv2.getWindowImageRect(window_name) qrcodes_text = f"{len(otp_urls)} QR code{'s'[:len(otp_urls) != 1]} captured" pos_qrcodes_text = window_dim[2] - cv2.getTextSize(qrcodes_text, FONT, FONT_SCALE, FONT_THICKNESS)[0][0] - 5, START_POS_TEXT[1] cv2.putText(img, qrcodes_text, pos_qrcodes_text, FONT, FONT_SCALE, NORMAL_COLOR, FONT_THICKNESS, FONT_LINE_STYLE) otps_text = f"{len(otps)} otp{'s'[:len(otps) != 1]} extracted" pos_otps_text = window_dim[2] - cv2.getTextSize(otps_text, FONT, FONT_SCALE, FONT_THICKNESS)[0][0] - 5, START_POS_TEXT[1] + FONT_DY[1] cv2.putText(img, otps_text, pos_otps_text, FONT, FONT_SCALE, NORMAL_COLOR, FONT_THICKNESS, FONT_LINE_STYLE) cv2.imshow(window_name, img) key = cv2.waitKey(1) & 0xFF if key == 27 or key == ord('q') or key == 13: # ESC or Enter or q pressed break elif key == 32: qr_mode = QRMode((qr_mode.value + 1) % len(QRMode)) if verbose: print(f"QR reading mode: {qr_mode}") if cv2.getWindowProperty(window_name, cv2.WND_PROP_VISIBLE) < 1: # Window close clicked break cam.release() cv2.destroyAllWindows() return otps def extract_otps_from_otp_url(otp_url: str, otp_urls: OtpUrls, otps: Otps, args: Args) -> int: '''Returns -1 if opt_url was already added.''' if otp_url and verbose: print(otp_url) if not otp_url: return 0 if otp_url not in otp_urls: new_otps_count = extract_otp_from_otp_url(otp_url, otps, len(otp_urls), CAMERA, args) if new_otps_count: otp_urls.append(otp_url) if verbose: print(f"Extracted {new_otps_count} otp{'s'[:len(otps) != 1]}. {len(otps)} otp{'s'[:len(otps) != 1]} from {len(otp_urls)} QR code{'s'[:len(otp_urls) != 1]} extracted") return new_otps_count return -1 def extract_otps_from_files(args: Args) -> Otps: otps: Otps = [] files_count = urls_count = otps_count = 0 if verbose: print(f"Input files: {args.infile}") for infile in args.infile: if verbose: print(f"Processing infile {infile}") files_count += 1 for line in get_otp_urls_from_file(infile, args): if verbose: print(line) if line.startswith('#') or line == '': continue urls_count += 1 otps_count += extract_otp_from_otp_url(line, otps, urls_count, infile, args) if verbose: print(f"{files_count} infile{'s'[:files_count != 1]} processed") return otps def get_otp_urls_from_file(filename: str, args: Args) -> OtpUrls: # stdin stream cannot be rewinded, thus distinguish, use - for utf-8 stdin and = for binary image stdin if filename != '=': check_file_exists(filename) lines = read_lines_from_text_file(filename) if lines or filename == '-': return lines # could not process text file, try reading as image if filename != '-' and qreader_available: return convert_img_to_otp_url(filename, args) return [] def read_lines_from_text_file(filename: str) -> list[str]: if verbose: print(f"Reading lines of {filename}") finput = fileinput.input(filename) try: lines = [] for line in (line.strip() for line in finput): if verbose: print(line) if is_binary(line): abort("\nBinary input was given in stdin, please use = instead of - as infile argument for images.") # unfortunately yield line leads to random test fails lines.append(line) if not lines: eprint(f"WARN: {filename.replace('-', 'stdin')} is empty") except UnicodeDecodeError: if filename == '-': abort("\nERROR: Unable to open text file form stdin. " "In case you want read an image file from stdin, you must use '=' instead of '-'.") else: # The file is probably an image, process below return [] finally: finput.close() return lines def extract_otp_from_otp_url(otpauth_migration_url: str, otps: Otps, urls_count: int, infile: str, args: Args) -> int: payload = get_payload_from_otp_url(otpauth_migration_url, urls_count, infile) if not payload: return 0 new_otps_count = 0 # pylint: disable=no-member for raw_otp in payload.otp_parameters: new_otps_count += 1 if verbose: print(f"\n{len(otps) + 1}. Secret Key") secret = convert_secret_from_bytes_to_base32_str(raw_otp.secret) if verbose: print('OTP enum type:', get_enum_name_by_number(raw_otp, 'type')) otp_type = get_otp_type_str_from_code(raw_otp.type) otp_url = build_otp_url(secret, raw_otp) otp: Otp = { "name": raw_otp.name, "secret": secret, "issuer": raw_otp.issuer, "type": otp_type, "counter": raw_otp.counter if raw_otp.type == 1 else None, "url": otp_url } otps.append(otp) if not quiet: print_otp(otp) if args.printqr: print_qr(args, otp_url) if args.saveqr: save_qr(otp, args, len(otps)) if not quiet: print() return new_otps_count def convert_img_to_otp_url(filename: str, args: Args) -> OtpUrls: if verbose: print(f"Reading image {filename}") try: if filename != '=': img = cv2.imread(filename) else: try: stdin = sys.stdin.buffer.read() except AttributeError: # Workaround for pytest, since pytest cannot monkeypatch sys.stdin.buffer stdin = sys.stdin.read() # type: ignore # Workaround for pytest fixtures if not stdin: eprint("WARN: stdin is empty") try: img_array = numpy.frombuffer(stdin, dtype='uint8') except TypeError as e: abort(f"\nERROR: Cannot read binary stdin buffer. Exception: {e}") if not img_array.size: return [] img = cv2.imdecode(img_array, cv2.IMREAD_UNCHANGED) if img is None: abort(f"\nERROR: Unable to open file for reading.\ninput file: {filename}") qr_mode = QRMode[args.qr] otp_urls: OtpUrls = [] if qr_mode in [QRMode.QREADER, QRMode.DEEP_QREADER]: otp_url = QReader().detect_and_decode(img, qr_mode == QRMode.DEEP_QREADER) otp_urls.append(otp_url) elif qr_mode == QRMode.CV2: otp_url, _, _ = cv2.QRCodeDetector().detectAndDecode(img) otp_urls.append(otp_url) elif qr_mode == QRMode.WECHAT: otp_url, _ = cv2.wechat_qrcode.WeChatQRCode().detectAndDecode(img) otp_urls += list(otp_url) elif qr_mode == QRMode.ZBAR: qrcodes = zbar.decode(img) otp_urls += [qrcode.data.decode('utf-8') for qrcode in qrcodes] else: assert False, f"ERROR: Wrong QReader mode {qr_mode.name}" if len(otp_urls) == 0: abort(f"\nERROR: Unable to read QR Code from file.\ninput file: {filename}") except Exception as e: abort(f"\nERROR: Encountered exception '{e}'.\ninput file: {filename}") return otp_urls # PYTHON >= 3.10 use: pb.MigrationPayload | None def get_payload_from_otp_url(otp_url: str, i: int, source: str) -> Optional[pb.MigrationPayload]: if not otp_url.startswith('otpauth-migration://'): msg = f"input is not a otpauth-migration:// url\nsource: {source}\ninput: {otp_url}" if source == CAMERA: eprint(f"\nERROR: {msg}") return None else: eprint(f"\nWARN: {msg}\nMaybe a wrong file was given") parsed_url = urlparse.urlparse(otp_url) if verbose > 2: print(f"\nDEBUG: parsed_url={parsed_url}") try: params = urlparse.parse_qs(parsed_url.query, strict_parsing=True) except Exception: # Necessary for PYTHON < 3.11 params = {} if verbose > 2: print(f"\nDEBUG: querystring params={params}") if 'data' not in params: eprint(f"\nERROR: could not parse query parameter in input url\nsource: {source}\nurl: {otp_url}") return None data_base64 = params['data'][0] if verbose > 2: print(f"\nDEBUG: data_base64={data_base64}") data_base64_fixed = data_base64.replace(' ', '+') if verbose > 2: print(f"\nDEBUG: data_base64_fixed={data_base64_fixed}") data = base64.b64decode(data_base64_fixed, validate=True) payload = pb.MigrationPayload() try: payload.ParseFromString(data) except Exception: abort(f"\nERROR: Cannot decode otpauth-migration migration payload.\n" f"data={data_base64}") if verbose: print(f"\n{i}. Payload Line", payload, sep='\n') return payload # https://stackoverflow.com/questions/40226049/find-enums-listed-in-python-descriptor-for-protobuf def get_enum_name_by_number(parent: Any, field_name: str) -> str: field_value = getattr(parent, field_name) return parent.DESCRIPTOR.fields_by_name[field_name].enum_type.values_by_number.get(field_value).name # type: ignore # generic code def get_otp_type_str_from_code(otp_type: int) -> str: return 'totp' if otp_type == 2 else 'hotp' def convert_secret_from_bytes_to_base32_str(bytes: bytes) -> str: return str(base64.b32encode(bytes), 'utf-8').replace('=', '') def build_otp_url(secret: str, raw_otp: pb.MigrationPayload.OtpParameters) -> str: url_params = {'secret': secret} if raw_otp.type == 1: url_params['counter'] = str(raw_otp.counter) if raw_otp.issuer: url_params['issuer'] = raw_otp.issuer otp_url = f"otpauth://{get_otp_type_str_from_code(raw_otp.type)}/{urlparse.quote(raw_otp.name)}?" + urlparse.urlencode(url_params) return otp_url def print_otp(otp: Otp) -> None: print(f"Name: {otp['name']}") print(f"Secret: {otp['secret']}") if otp['issuer']: print(f"Issuer: {otp['issuer']}") print(f"Type: {otp['type']}") if otp['type'] == 'hotp': print(f"Counter: {otp['counter']}") if verbose: print(otp['url']) def save_qr(otp: Otp, args: Args, j: int) -> str: dir = args.saveqr if not (os.path.exists(dir)): os.makedirs(dir, exist_ok=True) pattern = re.compile(r'[\W_]+') file_otp_name = pattern.sub('', otp['name']) file_otp_issuer = pattern.sub('', otp['issuer']) save_qr_file(args, otp['url'], f"{dir}/{j}-{file_otp_name}{'-' + file_otp_issuer if file_otp_issuer else ''}.png") return file_otp_name def save_qr_file(args: Args, otp_url: OtpUrl, name: str) -> None: qr = QRCode() qr.add_data(otp_url) img = qr.make_image(fill_color='black', back_color='white') if verbose: print(f"Saving to {name}") img.save(name) def print_qr(args: Args, otp_url: str) -> None: qr = QRCode() qr.add_data(otp_url) qr.print_ascii() def write_csv(args: Args, otps: Otps) -> None: if args.csv and len(otps) > 0: with open_file_or_stdout_for_csv(args.csv) as outfile: writer = csv.DictWriter(outfile, otps[0].keys()) writer.writeheader() writer.writerows(otps) if not quiet: print(f"Exported {len(otps)} otp{'s'[:len(otps) != 1]} to csv {args.csv}") def write_keepass_csv(args: Args, otps: Otps) -> None: if args.keepass and len(otps) > 0: has_totp = has_otp_type(otps, 'totp') has_hotp = has_otp_type(otps, 'hotp') otp_filename_totp = args.keepass if has_totp != has_hotp else add_pre_suffix(args.keepass, "totp") otp_filename_hotp = args.keepass if has_totp != has_hotp else add_pre_suffix(args.keepass, "hotp") count_totp_entries = 0 count_hotp_entries = 0 if has_totp: with open_file_or_stdout_for_csv(otp_filename_totp) as outfile: writer = csv.DictWriter(outfile, ["Title", "User Name", "TimeOtp-Secret-Base32", "Group"]) writer.writeheader() for otp in otps: if otp['type'] == 'totp': writer.writerow({ 'Title': otp['issuer'], 'User Name': otp['name'], 'TimeOtp-Secret-Base32': otp['secret'] if otp['type'] == 'totp' else None, 'Group': f"OTP/{otp['type'].upper()}" }) count_totp_entries += 1 if has_hotp: with open_file_or_stdout_for_csv(otp_filename_hotp) as outfile: writer = csv.DictWriter(outfile, ["Title", "User Name", "HmacOtp-Secret-Base32", "HmacOtp-Counter", "Group"]) writer.writeheader() for otp in otps: if otp['type'] == 'hotp': writer.writerow({ 'Title': otp['issuer'], 'User Name': otp['name'], 'HmacOtp-Secret-Base32': otp['secret'] if otp['type'] == 'hotp' else None, 'HmacOtp-Counter': otp['counter'] if otp['type'] == 'hotp' else None, 'Group': f"OTP/{otp['type'].upper()}" }) count_hotp_entries += 1 if not quiet: if count_totp_entries > 0: print(f"Exported {count_totp_entries} totp entrie{'s'[:count_totp_entries != 1]} to keepass csv file {otp_filename_totp}") if count_hotp_entries > 0: print(f"Exported {count_hotp_entries} hotp entrie{'s'[:count_hotp_entries != 1]} to keepass csv file {otp_filename_hotp}") def write_json(args: Args, otps: Otps) -> None: if args.json: with open_file_or_stdout(args.json) as outfile: json.dump(otps, outfile, indent=4) if not quiet: print(f"Exported {len(otps)} otp{'s'[:len(otps) != 1]} to json {args.json}") def has_otp_type(otps: Otps, otp_type: str) -> bool: for otp in otps: if otp['type'] == otp_type: return True return False def add_pre_suffix(file: str, pre_suffix: str) -> str: '''filename.ext, pre -> filename.pre.ext''' name, ext = os.path.splitext(file) return name + "." + pre_suffix + (ext if ext else "") def open_file_or_stdout(filename: str) -> TextIO: '''stdout is denoted as "-". Note: Set before the following line: sys.stdout.close = lambda: None''' return open(filename, "w", encoding='utf-8') if filename != '-' else sys.stdout def open_file_or_stdout_for_csv(filename: str) -> TextIO: '''stdout is denoted as "-". newline='' Note: Set before the following line: sys.stdout.close = lambda: None''' return open(filename, "w", encoding='utf-8', newline='') if filename != '-' else sys.stdout def check_file_exists(filename: str) -> None: if filename != '-' and not os.path.isfile(filename): abort(f"\nERROR: Input file provided is non-existent or not a file." f"\ninput file: {filename}") def is_binary(line: str) -> bool: try: line.startswith('#') return False except (UnicodeDecodeError, AttributeError, TypeError): return True def eprint(*args: Any, **kwargs: Any) -> None: '''Print to stderr.''' print(*args, file=sys.stderr, **kwargs) def abort(*args: Any, **kwargs: Any) -> None: eprint(*args, **kwargs) sys.exit(1) if __name__ == '__main__': sys_main()