PushshiftDumps/personal/compression/recompress_folder.py
2023-08-26 16:52:58 -07:00

62 lines
2.6 KiB
Python

import argparse
import zstandard
import os
import logging.handlers
log = logging.getLogger("bot")
log.setLevel(logging.INFO)
log_formatter = logging.Formatter('%(asctime)s - %(levelname)s: %(message)s')
log_str_handler = logging.StreamHandler()
log_str_handler.setFormatter(log_formatter)
log.addHandler(log_str_handler)
if not os.path.exists("logs"):
os.makedirs("logs")
log_file_handler = logging.handlers.RotatingFileHandler(os.path.join("logs", "bot.log"), maxBytes=1024*1024*16, backupCount=5)
log_file_handler.setFormatter(log_formatter)
log.addHandler(log_file_handler)
if __name__ == '__main__':
parser = argparse.ArgumentParser(description="Take all the zst files in the input folder, extract them and compress them again at the ratio specified")
parser.add_argument("input", help="The input folder to read files from")
parser.add_argument("output", help="The output folder to write files to")
parser.add_argument("--level", help="The compression ratio to output at", default="3")
args = parser.parse_args()
log.info(f"Reading all files from {args.input}")
files = []
total_size = 0
for file_name in os.listdir(args.input):
file_path = os.path.join(args.input, file_name)
if file_name.endswith(".zst") and os.path.isfile(file_path):
file_size = os.stat(file_path).st_size
total_size += file_size
files.append((file_name, file_size))
if len(files) % 1000 == 0:
log.info(f"Loaded {len(files)} files")
log.info(f"Loaded {len(files)} files of total size {total_size:,}")
level = int(args.level)
log.info(f"Writing files out to {args.output} at ratio {level}")
if not os.path.exists(args.output):
os.makedirs(args.output)
compressed_bytes_read = 0
uncompressed_bytes_read = 0
bytes_written = 0
files_read = 0
decompressor = zstandard.ZstdDecompressor(max_window_size=2**31)
compressor = zstandard.ZstdCompressor(level=level, threads=-1)
for file_name, file_size in files:
input_path = os.path.join(args.input, file_name)
output_path = os.path.join(args.output, file_name)
with open(input_path, 'rb') as input_handle, open(output_path, "wb") as output_handle:
compression_reader = decompressor.stream_reader(input_handle)
read_count, write_count = compressor.copy_stream(compression_reader, output_handle)
compressed_bytes_read += file_size
uncompressed_bytes_read += read_count
bytes_written += write_count
files_read += 1
log.info(f"{files_read:,}/{len(files):,} : {(compressed_bytes_read / (2**30)):.2f} gb of {(total_size / (2**30)):.2f} gb compressed to {(bytes_written / (2**30)):.2f} gb : {bytes_written /compressed_bytes_read:.3f}")