Created
July 9, 2021 11:59
-
-
Save pabloem/9e9fb60225aba79c7d6a9b6477fb9b1a to your computer and use it in GitHub Desktop.
Extract tar and move to external storage
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
apache-beam[aws,gcp,test] | |
ipython |
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
import tarfile | |
import apache_beam as beam | |
from apache_beam.io import fileio | |
from apache_beam.io.filesystems import FileSystems | |
INPUT = '/home/pabloem/codes/test-tar/data/*' | |
OUTPUT_DIR = '/home/pabloem/codes/test-tar/data/scratchspace/' | |
# 1MB buffers | |
BUFFER_SIZE = 1024 * 1024 | |
def _print_and_return(x): | |
print(x) | |
return x | |
def _extract_tar_archive(archive): | |
tf = tarfile.open(mode='r', fileobj=archive.open()) | |
for tarinfo in tf: | |
if not tarinfo.isreg(): | |
continue | |
remote_file_name = FileSystems.join(OUTPUT_DIR, tarinfo.name) | |
remote_file = FileSystems.create(remote_file_name) | |
extracting_file = tf.extractfile(tarinfo) | |
while True: | |
data = extracting_file.read(BUFFER_SIZE) | |
if not data: | |
break | |
remote_file.write(data) | |
extracting_file.close() | |
remote_file.flush() | |
remote_file.close() | |
yield remote_file_name | |
tf.close() | |
def run(): | |
with beam.Pipeline() as p: | |
tarfiles = (p | |
| beam.Create([INPUT]) | |
| fileio.MatchAll() | |
| fileio.ReadMatches() | |
| beam.FlatMap(_extract_tar_archive) | |
) | |
if __name__ == '__main__': | |
run() |
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment