PushshiftDumps/personal/transform/split_by_minutes.py
2023-09-15 10:14:47 -07:00

46 lines
1.6 KiB
Python

import discord_logging
import os
import zstandard
from datetime import datetime
import json
log = discord_logging.init_logging()
import utils
NEWLINE_ENCODED = "\n".encode('utf-8')
if __name__ == "__main__":
input_file = r"\\MYCLOUDPR4100\Public\RC_2023-06.zst"
output_folder = r"\\MYCLOUDPR4100\Public\ingest\download"
file_type = "comments" if "RC" in input_file else "submissions"
log.info(f"Input: {input_file} - Output: {output_folder}")
previous_minute, output_handle, created_utc = None, None, None
count_objects, count_minute = 0, 0
for obj in utils.read_obj_zst(input_file):
created_utc = datetime.utcfromtimestamp(obj["created_utc"])
current_minute = created_utc.replace(second=0)
if previous_minute is None or current_minute > previous_minute:
log.info(f"{created_utc.strftime('%y-%m-%d_%H-%M')}: {count_objects:,} : {count_minute: ,}")
previous_minute = current_minute
count_minute = 0
if output_handle is not None:
output_handle.close()
output_path = os.path.join(output_folder, file_type, created_utc.strftime('%y-%m-%d'))
if not os.path.exists(output_path):
os.makedirs(output_path)
output_path = os.path.join(output_path, f"{('RC' if file_type == 'comments' else 'RS')}_{created_utc.strftime('%y-%m-%d_%H-%M')}.zst")
output_handle = zstandard.ZstdCompressor().stream_writer(open(output_path, 'wb'))
count_objects += 1
count_minute += 1
output_handle.write(json.dumps(obj, sort_keys=True).encode('utf-8'))
output_handle.write(NEWLINE_ENCODED)
log.info(f"{created_utc.strftime('%y-%m-%d_%H-%M')}: {count_objects:,} : {count_minute: ,}")
if output_handle is not None:
output_handle.close()