|
| 1 | +import argparse |
| 2 | +import os |
| 3 | +import sys |
| 4 | +import logging |
| 5 | +import subprocess |
| 6 | +import re |
| 7 | + |
| 8 | +def create_containerless_operator( |
| 9 | + file_path, |
| 10 | + version, |
| 11 | + ): |
| 12 | + |
| 13 | + logging.debug(f'Called create_containerless_operator with {file_path}') |
| 14 | + |
| 15 | + filename, file_extension = os.path.splitext(file_path) |
| 16 | + |
| 17 | + if file_extension != '.py': |
| 18 | + raise NotImplementedError('Containerless operators currenly only support python scripts') |
| 19 | + |
| 20 | + all_pip_packages_found = '' |
| 21 | + with open(file_path, 'r') as file: |
| 22 | + for line in file: |
| 23 | + if re.search('pip ', line): |
| 24 | + pip_packages = re.sub('[#, ,!]*pip[ ]*install[ ]*', '', line) |
| 25 | + logging.debug(f'PIP packages found: {pip_packages}') |
| 26 | + all_pip_packages_found += (f' {pip_packages}') |
| 27 | + logging.info(f'all PIP packages found: {all_pip_packages_found}') |
| 28 | + |
| 29 | + |
| 30 | + subprocess.run(';'.join(['rm -Rf claimedenv','python -m venv claimedenv', |
| 31 | + 'source ./claimedenv/bin/activate', |
| 32 | + f'pip install {all_pip_packages_found.strip()}', |
| 33 | + 'pip list', |
| 34 | + f'zip -r {filename}.zip {file_path} claimedenv', |
| 35 | + 'rm -Rf claimedenv']), shell=True) |
| 36 | + |
| 37 | + |
| 38 | + |
| 39 | +def main(): |
| 40 | + parser = argparse.ArgumentParser() |
| 41 | + parser.add_argument('FILE_PATH', type=str, |
| 42 | + help='Path to python script or notebook') |
| 43 | + parser.add_argument('ADDITIONAL_FILES', type=str, nargs='*', default=None, |
| 44 | + help='Paths to additional files to include in the container image') |
| 45 | + parser.add_argument('-v', '--version', type=str, default=None, |
| 46 | + help='Container image version. Auto-increases the version number if not provided (default 0.1)') |
| 47 | + parser.add_argument('-l', '--log_level', type=str, default='INFO') |
| 48 | + args = parser.parse_args() |
| 49 | + |
| 50 | + # Init logging |
| 51 | + root = logging.getLogger() |
| 52 | + root.setLevel(args.log_level) |
| 53 | + handler = logging.StreamHandler(sys.stdout) |
| 54 | + formatter = logging.Formatter('%(levelname)s - %(message)s') |
| 55 | + handler.setFormatter(formatter) |
| 56 | + handler.setLevel(args.log_level) |
| 57 | + root.addHandler(handler) |
| 58 | + |
| 59 | + create_containerless_operator( |
| 60 | + file_path=args.FILE_PATH, |
| 61 | + version=args.version, |
| 62 | + ) |
| 63 | + |
| 64 | +if __name__ == '__main__': |
| 65 | + main() |
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