import sys import requests import time import discord_logging import argparse import os import re import zstandard from datetime import datetime, timedelta import json import praw from praw import endpoints import prawcore import logging.handlers sys.path.append('personal') log = discord_logging.init_logging(debug=False) import utils import classes from classes import IngestType from merge import ObjectType NEWLINE_ENCODED = "\n".encode('utf-8') reg = re.compile(r"\d\d-\d\d-\d\d_\d\d-\d\d") def end_of_day(input_minute): return input_minute.replace(hour=0, minute=0, second=0) + timedelta(days=1) def build_day(day_to_process, input_folders, output_folder, object_type, reddit): log.info(f"Using pushshift token: {pushshift_token}") file_type = "comments" if object_type == ObjectType.COMMENT else "submissions" file_minutes = {} minute_iterator = day_to_process - timedelta(minutes=2) end_time = end_of_day(day_to_process) + timedelta(minutes=2) while minute_iterator <= end_time: file_minutes[minute_iterator] = [] minute_iterator += timedelta(minutes=1) for merge_folder, ingest_type in input_folders: merge_date_folder = os.path.join(merge_folder, file_type, day_to_process.strftime('%y-%m-%d')) if os.path.exists(merge_date_folder): for file in os.listdir(merge_date_folder): match = reg.search(file) if not match: log.info(f"File doesn't match regex: {file}") continue file_date = datetime.strptime(match.group(), '%y-%m-%d_%H-%M') if file_date in file_minutes: file_minutes[file_date].append((os.path.join(merge_date_folder, file), ingest_type)) objects = classes.ObjectDict(day_to_process, day_to_process + timedelta(days=1) - timedelta(seconds=1), object_type) unmatched_field = False minute_iterator = day_to_process - timedelta(minutes=2) working_lowest_minute = day_to_process last_minute_of_day = end_of_day(day_to_process) - timedelta(minutes=1) while minute_iterator <= end_time: for ingest_file, ingest_type in file_minutes[minute_iterator]: for obj in utils.read_obj_zst(ingest_file): if objects.add_object(obj, ingest_type): unmatched_field = True log.info(f"Loaded {minute_iterator.strftime('%y-%m-%d_%H-%M')} : {objects.get_counts_string_by_minute(minute_iterator, [IngestType.INGEST, IngestType.RESCAN, IngestType.DOWNLOAD])}") if minute_iterator >= end_time or objects.count_minutes() >= 11: if minute_iterator > last_minute_of_day: working_highest_minute = last_minute_of_day else: working_highest_minute = minute_iterator - timedelta(minutes=1) missing_ids, start_id, end_id = objects.get_missing_ids_by_minutes(working_lowest_minute, working_highest_minute) log.debug( f"Backfilling from: {working_lowest_minute.strftime('%y-%m-%d_%H-%M')} ({utils.base36encode(start_id)}|{start_id}) to " f"{working_highest_minute.strftime('%y-%m-%d_%H-%M')} ({utils.base36encode(end_id)}|{end_id}) with {len(missing_ids)} ({end_id - start_id}) ids") for chunk in utils.chunk_list(missing_ids, 50): pushshift_objects, pushshift_token = query_pushshift(chunk, pushshift_token, object_type) for pushshift_object in pushshift_objects: if objects.add_object(pushshift_object, IngestType.PUSHSHIFT): unmatched_field = True for chunk in utils.chunk_list(missing_ids, 100): reddit_objects = query_reddit(chunk, reddit, object_type) for reddit_object in reddit_objects: if objects.add_object(reddit_object['data'], IngestType.BACKFILL): unmatched_field = True for missing_id in missing_ids: if missing_id not in objects.by_id: objects.add_missing_object(missing_id) objects.delete_objects_below_minute(working_lowest_minute) while working_lowest_minute <= working_highest_minute: folder = os.path.join(output_folder, file_type, working_lowest_minute.strftime('%y-%m-%d')) if not os.path.exists(folder): os.makedirs(folder) output_path = os.path.join(folder, f"{('RS' if object_type == ObjectType.COMMENT else 'RC')}_{working_lowest_minute.strftime('%y-%m-%d_%H-%M')}.zst") output_handle = zstandard.ZstdCompressor().stream_writer(open(output_path, 'wb')) for obj in objects.by_minute[working_lowest_minute].obj_list: output_handle.write(json.dumps(obj, sort_keys=True).encode('utf-8')) output_handle.write(NEWLINE_ENCODED) objects.delete_object_id(obj['id']) log.info( f"Wrote up to {working_lowest_minute.strftime('%y-%m-%d_%H-%M')} : " f"{objects.get_counts_string_by_minute(working_lowest_minute, [IngestType.PUSHSHIFT, IngestType.BACKFILL, IngestType.MISSING])}") output_handle.close() working_lowest_minute += timedelta(minutes=1) objects.rebuild_minute_dict() discord_logging.flush_discord() if unmatched_field: log.warning(f"Unmatched field, aborting") discord_logging.flush_discord() sys.exit(1) minute_iterator += timedelta(minutes=1) log.info(f"Finished day {day_to_process.strftime('%y-%m-%d')}: {objects.get_counts_string()}") if __name__ == "__main__": parser = argparse.ArgumentParser(description="Combine the minute files into a single month") parser.add_argument("--type", help="The object type, either comments or submissions", required=True) parser.add_argument("--month", help="The month to process, format YY-MM", required=True) parser.add_argument('--input', help='Input folder', required=True) parser.add_argument('--output', help='Output folder', required=True) parser.add_argument("--debug", help="Enable debug logging", action='store_const', const=True, default=False) args = parser.parse_args() if args.debug: discord_logging.set_level(logging.DEBUG) month = datetime.strptime(args.month, '%y-%m') log.info(f"Input folder: {args.input}") log.info(f"Output folder: {args.output}") prefix = None if args.type == "comments": prefix = "RC" elif args.type == "submissions": prefix = "RS" else: log.error(f"Invalid type: {args.type}") sys.exit(2) output_path = os.path.join(args.output, args.type, f"{prefix}_{month.strftime('%Y-%m')}.zst") output_handle = zstandard.ZstdCompressor().stream_writer(open(output_path, 'wb')) count_objects = 0 minute_iterator = month end_time = month.replace(month=month.month + 1) while minute_iterator < end_time: minute_file_path = os.path.join(args.input, args.type, minute_iterator.strftime('%y-%m-%d'), f"{prefix}_{minute_iterator.strftime('%y-%m-%d_%H-%M')}.zst") for obj, line, _ in utils.read_obj_zst_meta(minute_file_path): output_handle.write(line) output_handle.write(NEWLINE_ENCODED) count_objects += 1 if count_objects % 100000 == 0: log.info(f"{minute_iterator.strftime('%y-%m-%d_%H-%M')} : {count_objects}") minute_iterator += timedelta(minutes=1) log.info(f"{minute_iterator.strftime('%y-%m-%d_%H-%M')} : {count_objects}") output_handle.close()